Patent Publication Number: US-2023151076-A1

Title: Novel peptides and combination of peptides for use in immunotherapy against various tumors

Description:
CROSS REFERENCE TO RELATED APPLICATIONS 
     This application is a continuation U.S. application Ser. No. 17/524,894, filed Nov. 12, 2021, which is a continuation of U.S. application Ser. No. 17/172,621, filed Feb. 10, 2021, which is a continuation of U.S. application Ser. No. 16/911,066, filed Jun. 24, 2020, now U.S. Pat. No. 10,947,294, issued Mar. 16, 2021, which is a continuation of U.S. application Ser. No. 15/789,683, filed Oct. 20, 2017, now U.S. Pat. No. 10,766,944, issued Sep. 8, 2020, which is a continuation of U.S. application Ser. No. 15/638,687, filed Jun. 30, 2017, now U.S. Pat. No. 9,951,119, issued Apr. 24, 2018, which is a continuation of U.S. application Ser. No. 15/082,933, filed Mar. 28, 2016, now U.S. Pat. No. 9,932,384, issued Apr. 3, 2018, which claims the benefit of U.S. Provisional Application Ser. No. 62/139,189, filed Mar. 27, 2015, and Great Britain Application No. 1505305.1, filed Mar. 27, 2015, the content of each these applications is herein incorporated by reference in their entirety. 
    
    
     REFERENCE TO SEQUENCE LISTING SUBMITTED AS A COMPLIANT ASCII TEXT FILE (.xml) 
     Pursuant to the EFS-Web legal framework and 37 CFR §§ 1.821-825 (see MPEP § 2442.03(a)), a Sequence Listing in the form of an ASCII-compliant text file (entitled “2912919-042077_sequence_listing,” created on Nov. 18, 2022, and 249,980 bytes in size) is submitted concurrently with the instant application, and the entire contents of the Sequence Listing are incorporated herein by reference. 
     FIELD 
     The present invention relates to peptides, proteins, nucleic acids and cells for use in immunotherapeutic methods. In particular, the present invention relates to the immunotherapy of cancer. The present invention furthermore relates to tumor-associated T-cell peptide epitopes, alone or in combination with other tumor-associated peptides that can for example serve as active pharmaceutical ingredients of vaccine compositions that stimulate anti-tumor immune responses, or to stimulate T cells ex vivo and transfer into patients. Peptides bound to molecules of the major histocompatibility complex (MHC), or peptides as such, can also be targets of antibodies, soluble T-cell receptors, and other binding molecules. 
     The present invention relates to several novel peptide sequences and their variants derived from HLA class I molecules of human tumor cells that can be used in vaccine compositions for eliciting anti-tumor immune responses, or as targets for the development of pharmaceutically/immunologically active compounds and cells. 
     BACKGROUND OF THE INVENTION 
     According to the World Health Organization (WHO), cancer ranged among the four major non-communicable deadly diseases worldwide in 2012. For the same year, colorectal cancer, breast cancer and respiratory tract cancers were listed within the top 10 causes of death in high income countries (who.int/mediacentre/factsheets/fs310/en/). 
     Epidemiology 
     In 2012, 14.1 million new cancer cases, 32.6 million patients suffering from cancer (within 5 years of diagnosis) and 8.2 million cancer deaths were estimated worldwide (Ferlay et al., 2013; Bray et al., 2013). 
     Within the groups of brain cancer, leukemia and lung cancer the current invention specifically focuses on glioblastoma (GB), chronic lymphocytic leukemia (CLL) and acute myeloid leukemia (AML), non-small cell and small cell lung cancer (NSCLC and SCLC), respectively. 
     GB is the most common central nervous system malignancy with an age-adjusted incidence rate of 3.19 per 100,000 inhabitants within the United States. GB has a very poor prognosis with a 1-year survival rate of 35% and a 5-year survival rate lower than 5%. Male gender, older age and ethnicity appear to be risk factors for GB (Thakkar et al., 2014). 
     CLL is the most common leukemia in the Western world where it comprises about one third of all leukemias. Incidence rates are similar in the US and Europe, and estimated new cases are about 16,000 per year. CLL is more common in Caucasians than in Africans, rarer in Hispanics and Native Americans and seldom in Asians. In people of Asian origin, CLL incidence rates are 3 fold lower than in Caucasians (Gunawardana et al., 2008). The five-year overall survival for patients with CLL is about 79% (cancer.net/cancer-types/leukemia-chronic-lymphocytic-cll/statistics). 
     Lung cancer is the most common type of cancer worldwide and the leading cause of death from cancer in many countries. Lung cancer is subdivided into small cell lung cancer and non-small cell lung cancer. NSCLC includes the histological types adenocarcinoma, squamous cell carcinoma and large cell carcinoma and accounts for 85% of all lung cancers in the United States. The incidence of NSCLC is closely correlated with smoking prevalence, including current and former smokers and the five year survival rate was reported to be 15% (World Cancer Report, 2014; Molina et al., 2008). 
     Therapy 
     Breast Cancer 
     The standard treatment for breast cancer patients depends on different parameters: tumor stage, hormone receptor status and HER2 expression pattern. The standard of care includes complete surgical resection of the tumor followed by radiation therapy. Chemotherapy with mainly anthracyclines and taxanes may be started prior to or after resection. Patients with HER2-positive tumors receive the anti-HER2 antibody trastuzumab in addition to the chemotherapeutics (S3-Leitlinie Mammakarzinom, 2012). Breast cancer is an immunogenic cancer entity and different types of infiltrating immune cells in primary tumors exhibit distinct prognostic and predictive significance. A large number of early phase immunotherapy trials have been conducted in breast cancer patients. Clinical data on the effects of immune checkpoint modulation with ipilimumab and other T cell-activating antibodies in breast cancer patients are emerging (Emens, 
     Chronic Lymphocytic Leukemia 
     While CLL is not curable at present, many patients show only slow progression of the disease or worsening of symptoms. For patients with symptomatic or rapidly progressing disease, several treatment options are available. These include chemotherapy, targeted therapy, immune-based therapies like monoclonal antibodies, chimeric antigen-receptors (CARs) and active immunotherapy, and stem cell transplants. 
     Several completed and ongoing trials are based on engineered autologous chimeric antigen receptor (CAR)-modified T cells with CD19 specificity (Maus et al., 2014). So far, only the minority of patients showed detectable or persistent CARs. One partial response (PR) and two complete responses (CR) have been detected in the CAR T-cell trials by Porter et al. and Kalos et al. (Kalos et al., 2011; Porter et al., 2011). 
     Active immunotherapy includes the following strategies: gene therapy, whole modified tumor cell vaccines, DC-based vaccines and tumor associated antigen (TAA)-derived peptide vaccines. 
     Several TAAs are over-expressed in CLL and are suitable for vaccinations. These include fibromodulin (Mayr et al., 2005), RHAMM/CD168 (Giannopoulos et al., 2006), MDM2 (Mayr et al., 2006), hTERT (Counter et al., 1995), the oncofetal antigen-immature laminin receptor protein (OFAiLRP) (Siegel et al., 2003), adipophilin (Schmidt et al., 2004), survivin (Granziero et al., 2001), KW1 to KW14 (Krackhardt et al., 2002) and the tumor-derived IgVHCDR3 region (Harig et al., 2001; Carballido et al., 2012). A phase I clinical trial was conducted using the RHAMM-derived R3 peptide as a vaccine. 5 of 6 patients had detectable R3-specific CD8+ T-cell responses (Giannopoulos et al., 2010). 
     Colorectal Cancer 
     Depending on the colorectal cancer (CRC) stage, different standard therapies are available for colon and rectal cancer. Standard procedures include surgery, radiation therapy, chemotherapy and targeted therapy for CRC (Berman et al., 2015a; Berman et al., 2015b). 
     Latest clinical trials analyze active immunotherapy as a treatment option against CRC. Those strategies include the vaccination with peptides from tumor-associated antigens (TAAs), whole tumor cells, dendritic cell (DC) vaccines and viral vectors (Koido et al., 2013). 
     Peptide vaccines have so far been directed against carcinoembryonic antigen (CEA), mucin 1, EGFR, squamous cell carcinoma antigen recognized by T cells 3 (SART3), beta-human chorionic gonadotropin (beta-hCG), Wilms&#39; Tumor antigen 1 (WT1), Survivin-2B, MAGE3, p53, ring finger protein 43 and translocase of the outer mitochondrial membrane 34 (TOMM34), or mutated KRAS. In several phase I and II clinical trials patients showed antigen-specific CTL responses or antibody production. In contrast to immunological responses, many patients did not benefit from peptide vaccines on the clinical level (Koido et al., 2013; Miyagi et al., 2001; Moulton et al., 2002; Okuno et al., 2011). 
     Dendritic cell vaccines comprise DCs pulsed with either TAA-derived peptides, tumor cell lysates, apoptotic tumor cells, or tumor RNA or DC-tumor cell fusion products. While many patients in phase I/II trials showed specific immunological responses, only the minority had a clinical benefit (Koido et al., 2013). 
     Esophageal Cancer 
     The primary treatment strategy for esophageal cancer depends on tumor stage and location, histological type and the medical condition of the patient. Chemotherapeutic regimens include oxaliplatin plus fluorouracil, carboplatin plus paclitaxel, cisplatin plus fluorouracil, FOLFOX and cisplatin plus irinotecan. Patients with HER2-positive tumors should be treated according to the guidelines for gastric cancer, as randomized data for targeted therapies in esophageal cancer are very limited (Stahl et al., 2013). 
     Data on immunotherapeutic approaches in esophageal cancer are scarce, as only a very limited number of early phase clinical trials have been performed. A vaccine consisting of three peptides derived from three different cancer-testis antigens (TTK protein kinase, lymphocyte antigen 6 complex locus K and insulin-like growth factor (IGF)-II mRNA binding protein 3) was administered to patients with advanced esophageal cancer in a phase I trial with moderate results. Intra-tumoral injection of activated T cells after in vitro challenge with autologous malignant cells elicited complete or partial tumor responses in four of eleven patients in a phase I/II study (Toomey et al., 2013). 
     Gastric Cancer 
     Gastric cancer (GC) begins in the cells lining the mucosal layer and spreads through the outer layers as it grows. Four types of standard treatment are used. Treatment for gastric cancer may involve endoscopic or surgical resection, chemotherapy, radiation therapy or chemoradiation (Leitlinie Magenkarzinom, 2012). 
     The efficacy of current therapeutic regimens for advanced GC is poor, resulting in low 5-year survival rates. Immunotherapy might be an alternative approach to ameliorate the survival of GC patients. Adoptive transfer of tumor-associated lymphocytes and cytokine induced killer cells, peptide-based vaccines targeting HER2/neu, MAGE-3 or vascular endothelial growth factor receptor 1 and 2 and dendritic cell-based vaccines targeting HER2/neu showed promising results in clinical GC trials. Immune checkpoint inhibition and engineered T cells might represent additional therapeutic options, which is currently evaluated in pre-clinical and clinical studies (Matsueda and Graham, 2014). 
     Glioblastoma 
     The therapeutic options for glioblastoma (WHO grade IV) are very limited. Different immunotherapeutic approaches are investigated for the treatment of GB, including immune-checkpoint inhibition, vaccination and adoptive transfer of engineered T cells. 
     Different vaccination strategies for GB patients are currently investigated, including peptide-based vaccines, heat-shock protein vaccines, autologous tumor cell vaccines, dendritic cell-based vaccines and viral protein-based vaccines. In these approaches peptides derived from GB-associated proteins like epidermal growth factor receptor variant III (EGFRvIII) or heat shock proteins or dendritic cells pulsed with autologous tumor cell lysate or cytomegalovirus components are applied to induce an anti-tumor immune response in GB patients. Several of these studies reveal good safety and tolerability profiles as well as promising efficacy data. 
     Adoptive transfer of genetically modified T cells is an additional immunotherapeutic approach for the treatment of GB. Different clinical trials currently evaluate the safety and efficacy of chimeric antigen receptor bearing T cells directed against HER2, IL-13 receptor alpha 2 and EGFRvIII (Ampie et al., 2015). 
     Liver Cancer 
     Disease management depends on the tumor stage at the time of diagnosis and the overall condition of the liver. Chemotherapy against HCC includes combinations of doxorubicin, 5-fluorouracil and cisplatin for systemic therapy and doxorubicin, floxuridine and mitomycin C for hepatic artery infusions. However, most HCC show a high resistance to chemotherapeutics (Enguita-German and Fortes, 2014). 
     Therapeutic options in advanced non-resectable HCC are limited to Sorafenib, a multi-tyrosine kinase inhibitor (Chang et al., 2007; Wilhelm et al., 2004). Sorafenib is the only systemic drug confirmed to increase survival by about 3 months and currently represents the only experimental treatment option for such patients (Chapiro et al., 2014; Llovet et al., 2008). 
     Lately, a limited number of immunotherapy trials for HCC have been conducted. Cytokines have been used to activate subsets of immune cells and/or increase the tumor immunogenicity (Reinisch et al., 2002; Sangro et al., 2004). Other trials have focused on the infusion of Tumor-infiltrating lymphocytes or activated peripheral blood lymphocytes (Shi et al., 2004; Takayama et al., 1991; Takayama et al., 2000). 
     So far, a small number of therapeutic vaccination trials have been executed. Butterfield et al. conducted two trials using peptides derived from alpha-fetoprotein (AFP) as a vaccine or DCs loaded with AFP peptides ex vivo (Butterfield et al., 2003; Butterfield et al., 2006). In two different studies, autologous dendritic cells (DCs) were pulsed ex vivo with autologous tumor lysate (Lee et al., 2005) or lysate of the hepatoblastoma cell line HepG2 (Palmer et al., 2009). So far, vaccination trials have only shown limited improvements in clinical outcomes. 
     Melanoma 
     The standard therapy in melanoma is complete surgical resection with surrounding healthy tissue Therapeutic options include monochemotherapy, polychemotherapy and targeted therapies with specific inhibitors (S3-Leitlinie Melanom, 2013). 
     Several different vaccination approaches have already been evaluated in patients with advanced melanoma. So far, phase Ill trials revealed rather disappointing results and vaccination strategies clearly need to be improved. Therefore, new clinical trials, like the OncoVEX GM-CSF trial or the DERMA trial, aim at improving clinical efficacy without reducing tolerability (cancerresearchuk.org). 
     Adoptive T cell transfer shows great promise for the treatment of advanced stage melanoma. In vitro expanded autologous tumor infiltrating lymphocytes as well as T cells harboring a high affinity T cell receptor for the cancer-testis antigen NY-ESO-1 had significant beneficial and low toxic effects upon transfer into melanoma patients. Unfortunately, T cells with high affinity T cell receptors for the melanocyte specific antigens MART1 and gp100 and the cancer-testis antigen MAGEA3 induced considerable toxic effects in clinical trials. Thus, adoptive T cell transfer has high therapeutic potential, but safety and tolerability of these treatments needs to be further increased (Phan and Rosenberg, 2013; Hinrichs and Restifo, 2013). 
     Non-Small Cell Lung Cancer 
     Treatment options are determined by the type (small cell or non-small cell) and stage of cancer and include surgery, radiation therapy, chemotherapy, and targeted biological therapies such as bevacizumab, erlotinib and gefitinib (S3-Leitlinie Lungenkarzinom, 2011). 
     To expand the therapeutic options for NSCLC, different immunotherapeutic approaches have been studied or are still under investigation. While vaccination with L-BLP25 or MAGEA3 failed to demonstrate a vaccine-mediated survival advantage in NSCLC patients, an allogeneic cell line-derived vaccine showed promising results in clinical studies. Additionally, further vaccination trials targeting gangliosides, the epidermal growth factor receptor and several other antigens are currently ongoing. An alternative strategy to enhance the patient&#39;s anti-tumor T cell response consists of blocking inhibitory T cell receptors or their ligands with specific antibodies. The therapeutic potential of several of these antibodies, including ipilimumab, nivolumab, pembrolizumab, MPDL3280A and MEDI-4736, in NSCLC is currently evaluated in clinical trials (Reinmuth et al., 2015). 
     Ovarian Cancer 
     Surgical resection is the primary therapy in early as well as advanced stage ovarian carcinoma (S3-Leitlinie maligne Ovarialtumore, 2013). 
     Immunotherapy appears to be a promising strategy to ameliorate the treatment of ovarian cancer patients, as the presence of pro-inflammatory tumor infiltrating lymphocytes, especially CD8-positive T cells, correlates with good prognosis and T cells specific for tumor-associated antigens can be isolated from cancer tissue. 
     Therefore, a lot of scientific effort is put into the investigation of different immunotherapies in ovarian cancer. A considerable number of pre-clinical and clinical studies has already been performed and further studies are currently ongoing. Clinical data are available for cytokine therapy, vaccination, monoclonal antibody treatment, adoptive cell transfer and immunomodulation. 
     Phase I and II vaccination studies, using single or multiple peptides, derived from several tumor-associated proteins (Her2/neu, NY-ESO-1, p53, Wilms tumor-1) or whole tumor antigens, derived from autologous tumor cells revealed good safety and tolerability profiles, but only low to moderate clinical effects. 
     Adoptive transfer of immune cells achieved heterogeneous results in clinical trials. Adoptive transfer of autologous, in vitro expanded tumor infiltrating T cells was shown to be a promising approach in a pilot trial. In contrast, transfer of T cells harboring a chimeric antigen receptor specific for folate receptor alpha did not induce a significant clinical response in a phase I trial. Dendritic cells pulsed with tumor cell lysate or tumor-associated proteins in vitro were shown to enhance the anti-tumor T cell response upon transfer, but the extent of T cell activation did not correlate with clinical effects. Transfer of natural killer cells caused significant toxicities in a phase II study. 
     Intrinsic anti-tumor immunity as well as immunotherapy are hampered by an immunosuppressive tumor microenvironment. To overcome this obstacle immunomodulatory drugs, like cyclophosphamide, anti-CD25 antibodies and pegylated liposomal doxorubicin are tested in combination with immunotherapy. Most reliable data are currently available for ipilimumab, an anti-CTLA4 antibody, which enhances T cell activity. Ipilimumab was shown to exert significant anti-tumor effects in ovarian cancer patients (Mantia-Smaldone et al., 2012). 
     Pancreatic Cancer 
     Therapeutic options for pancreatic cancer patients are very limited. One major problem for effective treatment is the typically advanced tumor stage at diagnosis. 
     Vaccination strategies are investigated as further innovative and promising alternative for the treatment of pancreatic cancer. Peptide-based vaccines targeting KRAS mutations, reactive telomerase, gastrin, survivin, CEA and MUC1 have already been evaluated in clinical trials, partially with promising results. Furthermore, clinical trials for dendritic cell-based vaccines, allogeneic GM-CSF-secreting vaccines and algenpantucel-L in pancreatic cancer patients also revealed beneficial effects of immunotherapy. Additional clinical trials further investigating the efficiency of different vaccination protocols are currently ongoing (Salman et al., 2013). 
     Prostate Cancer 
     The therapeutic strategy for prostate cancer mainly depends on the cancer stage. For locally restricted non-metastasizing prostate cancer, treatment options include active surveillance (wait and watch), complete surgical resection of the prostate and local high dose radiation therapy with or without brachytherapy (S3-Leitlinie Prostatakarzinom, 2014). 
     The dendritic cell-based vaccine sipuleucel-T was the first anti-cancer vaccine to be approved by the FDA. Due to its positive effect on survival in patients with CRPC, much effort is put into the development of further immunotherapies. Regarding vaccination strategies, the peptide vaccine prostate-specific antigen (PSA)-TRICOM, the personalized peptide vaccine PPV, the DNA vaccine pTVG-HP and the whole cell vaccine expressing GM-CSF GVAX showed promising results in different clinical trials. Furthermore, dendritic cell-based vaccines other than sipuleucel-T, namely BPX-101 and DCVAC/Pa were shown to elicited clinical responses in prostate cancer patients. Immune checkpoint inhibitors like ipilimumab and nivolumab are currently evaluated in clinical studies as monotherapy as well as in combination with other treatments, including androgen deprivation therapy, local radiation therapy, PSA-TRICOM and GVAX. The immunomodulatory substance tasquinimod, which significantly slowed progression and increased progression free survival in a phase II trial, is currently further investigated in a phase III trial. Lenalidomide, another immunomodulator, induced promising effects in early phase clinical studies, but failed to improve survival in a phase III trial. Despite these disappointing results further lenalidomide trials are ongoing (Quinn et al., 2015). 
     Renal Cell Carcinoma 
     Initial treatment is most commonly either partial or complete removal of the affected kidney(s) and remains the mainstay of curative treatment (Rini et al., 2008). For first-line treatment of patients with poor prognostic score a guidance elaborated by several cancer organizations and societies recommend the receptor tyrosine kinase inhibitors (TKIs) sunitinib and pazopanib, the monoclonal antibody bevacizumab combined with interferon-α (IFN-α) and the mTOR inhibitor temsirolimus. Based on guidelines elaborated by the US NCCN as well as the European EAU and ESMO, the TKIs sorafenib, pazopanib or recently axitinib are recommended as second-line therapy in RCC patients who have failed prior therapy with cytokines (IFN-α, IL-2). The NCCN guidelines advise also sunitinib in this setting (high-level evidence according to NCCN Category I). 
     The known immunogenicity of RCC has represented the basis supporting the use of immunotherapy and cancer vaccines in advanced RCC. The interesting correlation between lymphocytes PD-1 expression and RCC advanced stage, grade and prognosis, as well as the selective PD-L1 expression by RCC tumor cells and its potential association with worse clinical outcomes, have led to the development of new anti PD-1/PD-L1 agents, alone or in combination with anti-angiogenic drugs or other immunotherapeutic approaches, for the treatment of RCC (Massari et al., 2015). In advanced RCC, a phase III cancer vaccine trial called TRIST study evaluates whether TroVax (a vaccine using a tumor-associated antigen, 5T4, with a pox virus vector), added to first-line standard of care therapy, prolongs survival of patients with locally advanced or mRCC. Median survival had not been reached in either group with 399 patients (54%) remaining on study however analysis of the data confirms prior clinical results, demonstrating that TroVax is both immunologically active and that there is a correlation between the strength of the 5T4-specific antibody response and improved survival. Further there are several studies searching for peptide vaccines using epitopes being over-expressed in RCC. 
     Various approaches of tumor vaccines have been under investigation. Studies using whole-tumor approaches, including tumor cell lysates, fusions of dendritic cells with tumor cells, or whole-tumor RNA were done in RCC patients, and remissions of tumor lesions were reported in some of these trials (Avigan et al., 2004; Holtl et al., 2002; Marten et al., 2002; Su et al., 2003; Wittig et al., 2001). 
     Small Cell Lung Cancer 
     The treatment and prognosis of SCLC depend strongly on the diagnosed cancer stage. The staging of SCLC based on clinical results is more common than the pathologic staging. The clinical staging uses the results of the physical examination, various imaging tests and biopsies. The standard chemo treatment of SCLC uses the combination of either etoposide or irinotecan with either cisplatin or carboplatin (American Cancer Society, 2015; S3-Leitlinie Lungenkarzinom, 2011). 
     The immune therapy presents an excessively investigated field of cancer therapy. Various approaches are studded in the treatment of SCLC. One of the approaches targets the blocking of CTLA-4, a natural human immune suppressor. The inhibition of CTLA-4 intends to boost the immune system to combat the cancer. Recently, the development of promising immune check point inhibitors for treatment of SCLC has been started. Another approach is based on anti-cancer vaccines which is currently available for treatment of SCLC in clinical studies (American Cancer Society, 2015; National Cancer Institute, 2015). 
     Acute Myeloid Leukemia 
     AML treatment is divided into two phases: induction therapy and post-remission/“consolidation therapy”. Induction therapy is administered to induce remission and consists of combinational chemotherapy. Consolidation therapy consists of additional chemotherapy or hematopoietic cell transplantation (HCT) (Showel and Levis, 2014). 
     Clinical trials are recommended for patients who belong to the prognostic groups unfavorable and intermediate-2. Treatment options include hypomethylating agents (HMAs) as Azacitidine or decitabine, CPX-351, which is a liposomal formulation of daunorubicin and cytarabine in a 1:5 “optimal” molar ratio, and volasertib, which is an inhibitor of polo kinases. Volasertib is given in combination with LDAC (low-dose cytarabine). Several different FLT3 inhibitors can be administered in case of FLT3 mutations. These include sorafenib, which is given in combination with 3+7, quizartinib, a more selective inhibitor of FLT3 ITD that also inhibits CKIT, crenolanib, and midostaurin, an unselective FLT3 ITD inhibitor. Another treatment option is targeting CD33 with antibody-drug conjugates (anti-CD33+calechiamicin, SGN-CD33a, anti-CD33+actinium-225), bispecific antibodies (recognition of CD33+CD3 (AMG 330) or CD33+CD16) and chimeric antigen receptors (CARs) (Estey, 2014). 
     Non-Hodgkin Lymphoma 
     NHL has over 60 subtypes. The three most common subtypes are diffuse large B-cell lymphoma (DLBCL, the most common subtype), follicular lymphoma (FL, the second most common subtype) and small lymphocytic lymphoma/chronic lymphocytic lymphoma (SLL/CLL, the third most common subtype). DLBCL, FL and SLL/CLL account for about 85% of NHL (Li et al., 2015). Treatment of NHL depends on the histologic type and stage (National Cancer Institute, 2015). 
     Spontaneous tumor regression can be observed in lymphoma patients. Therefore, active immunotherapy is a therapy option (Palomba, 2012). 
     An important vaccination option includes Id vaccines. B lymphocytes express surface immunoglobulins with a specific amino acid sequence in the variable regions of their heavy and light chains, unique to each cell clone (=idiotype, Id). The idiotype functions as a tumor associated antigen. 
     Active immunization includes the injection of recombinant protein (Id) conjugated to an adjuvant (KLH), given together with GM-CSF as an immune adjuvant. Tumor-specific Id is produced by hybridoma cultures or using recombinant DNA technology (plasmids) by bacterial, insect or mammalian cell culture. 
     Uterine Cancer 
     More than 80% of endometrial cancers occur as endometrioid adenocarcinomas (type I), a form that is associated with estrogen exposure and that is well to moderately differentiated. Treatment of endometrial carcinomas and cervical cancers is stage-dependent (World Cancer Report, 2014). 
     There are also some immunotherapeutic approaches that are currently being tested. In a Phase I/II Clinical Trial patients suffering from uterine cancer were vaccinated with autologous dendritic cells (DCs) electroporated with Wilms&#39; tumor gene 1 (WT1) mRNA. Besides one case of local allergic reaction to the adjuvant, no adverse side effects were observed and 3 out of 6 patients showed an immunological response (Coosemans et al., 2013). 
     Gallbladder Adenocarcinoma and Cholangiocarcinoma 
     Cholangiocarcinoma (CCC) is difficult to treat and is usually lethal. The only curative treatment option is complete resection (RO). The efficacy of biological therapies in biliary tract cancers has been mixed. Drugs targeting blood vessel growth such as sorafenib, bevacizumab, pazopanib and regorafenib are now studied for the treatment of CCC. Additionally, drugs that target EGFR such as cetuximab and panitumumab are used in clinical studies in combination with chemotherapy (American Cancer Society, 2015). For most drugs tested so far disease control and overall survival were not improved significantly but there are further clinical trials ongoing. 
     Gallbladder cancer (GBC) is the most common and aggressive malignancy of the biliary tract worldwide. Due to the rarity of carcinomas of the biliary tract in general there are only a few GBC or CCC specific studies, while most of them include all biliary tract cancers. This is the reason why treatment did not improve during the last decades and RO resection still is the only curative treatment option. 
     Urinary Bladder Cancer 
     The standard treatment for bladder cancer includes surgery, radiation therapy, chemotherapy and immunotherapy (National Cancer Institute, 2015). 
     An effective immunotherapeutic approach is established in the treatment of aggressive non-muscle invasive bladder cancer (NMIBC). Thereby, a weakened form of the bacterium  Mycobacterium bovis  ( bacillus  Calmette-Guérin=BCG) is applied as an intravesical solution. The major effect of BCG treatment is a significant long-term (up to 10 years) protection from cancer recurrence and reduced progression rate. In principle, the treatment with BCG induces a local inflammatory response which stimulates the cellular immune response. The immune response to BCG is based on the following key steps: infection of urothelial and bladder cancer cells by BCG, followed by increased expression of antigen-presenting molecules, induction of immune response mediated via cytokine release, induction of antitumor activity via involvement of various immune cells (thereunder cytotoxic T lymphocytes, neutrophils, natural killer cells, and macrophages) (Fuge et al., 2015; Gandhi et al., 2013). 
     Considering the severe side-effects and expense associated with treating cancer, there is a need to identify factors that can be used in the treatment of cancer in general and hepatocellular carcinoma (HCC), colorectal carcinoma (CRC), glioblastoma (GB), gastric cancer (GC), esophageal cancer, non-small cell lung cancer (NSCLC), pancreatic cancer (PC), renal cell carcinoma (RCC), benign prostate hyperplasia (BPH), prostate cancer (PCA), ovarian cancer (OC), melanoma, breast cancer, chronic lymphocytic leukemia (CLL), Merkel cell carcinoma (MCC), small cell lung cancer (SCLC), Non-Hodgkin lymphoma (NHL), acute myeloid leukemia (AML), gallbladder cancer and cholangiocarcinoma (GBC, CCC), urinary bladder cancer (UBC), uterine cancer (UEC), in particular. There is also a need to identify factors representing biomarkers for cancer in general and the above-mentioned cancer types in particular, leading to better diagnosis of cancer, assessment of prognosis, and prediction of treatment success. 
     Immunotherapy of cancer represents an option of specific targeting of cancer cells while minimizing side effects. Cancer immunotherapy makes use of the existence of tumor associated antigens. The current classification of tumor associated antigens (TAAs) comprises the following major groups: 
     a) Cancer-testis antigens: The first TAAs ever identified that can be recognized by T cells belong to this class, which was originally called cancer-testis (CT) antigens because of the expression of its members in histologically different human tumors and, among normal tissues, only in spermatocytes/spermatogonia of testis and, occasionally, in placenta. Since the cells of testis do not express class I and II HLA molecules, these antigens cannot be recognized by T cells in normal tissues and can therefore be considered as immunologically tumor-specific. Well-known examples for CT antigens are the MAGE family members and NY-ESO-1. 
     b) Differentiation antigens: These TAAs are shared between tumors and the normal tissue from which the tumor arose. Most of the known differentiation antigens are found in melanomas and normal melanocytes. Many of these melanocyte lineage-related proteins are involved in biosynthesis of melanin and are therefore not tumor specific but nevertheless are widely used for cancer immunotherapy. Examples include, but are not limited to, tyrosinase and Melan-A/MART-1 for melanoma or PSA for prostate cancer. 
     c) Over-expressed TAAs: Genes encoding widely expressed TAAs have been detected in histologically different types of tumors as well as in many normal tissues, generally with lower expression levels. It is possible that many of the epitopes processed and potentially presented by normal tissues are below the threshold level for T-cell recognition, while their over-expression in tumor cells can trigger an anticancer response by breaking previously established tolerance. Prominent examples for this class of TAAs are Her-2/neu, survivin, telomerase, or WT1. 
     d) Tumor-specific antigens: These unique TAAs arise from mutations of normal genes (such as β-catenin, CDK4, etc.). Some of these molecular changes are associated with neoplastic transformation and/or progression. Tumor-specific antigens are generally able to induce strong immune responses without bearing the risk for autoimmune reactions against normal tissues. On the other hand, these TAAs are in most cases only relevant to the exact tumor on which they were identified and are usually not shared between many individual tumors. Tumor-specificity (or -association) of a peptide may also arise if the peptide originates from a tumor- (-associated) exon in case of proteins with tumor-specific (-associated) isoforms. 
     e) TAAs arising from abnormal post-translational modifications: Such TAAs may arise from proteins which are neither specific nor overexpressed in tumors but nevertheless become tumor associated by posttranslational processes primarily active in tumors. Examples for this class arise from altered glycosylation patterns leading to novel epitopes in tumors as for MUC1 or events like protein splicing during degradation which may or may not be tumor specific. 
     f) Oncoviral proteins: These TAAs are viral proteins that may play a critical role in the oncogenic process and, because they are foreign (not of human origin), they can evoke a T-cell response. Examples of such proteins are the human papilloma type 16 virus proteins, E6 and E7, which are expressed in cervical carcinoma. 
     T-cell based immunotherapy targets peptide epitopes derived from tumor-associated or tumor-specific proteins, which are presented by molecules of the major histocompatibility complex (MHC). The antigens that are recognized by the tumor specific T lymphocytes, that is, the epitopes thereof, can be molecules derived from all protein classes, such as enzymes, receptors, transcription factors, etc. which are expressed and, as compared to unaltered cells of the same origin, usually up-regulated in cells of the respective tumor. 
     There are two classes of MHC-molecules, MHC class I and MHC class II. MHC class I molecules are composed of an alpha heavy chain and beta-2-microglobulin, MHC class II molecules of an alpha and a beta chain. Their three-dimensional conformation results in a binding groove, which is used for non-covalent interaction with peptides. 
     MHC class I molecules can be found on most nucleated cells. They present peptides that result from proteolytic cleavage of predominantly endogenous proteins, defective ribosomal products (DRIPs) and larger peptides. However, peptides derived from endosomal compartments or exogenous sources are also frequently found on MHC class I molecules. This non-classical way of class I presentation is referred to as cross-presentation in literature (Brossart and Bevan, 1997; Rock et al., 1990). MHC class II molecules can be found predominantly on professional antigen presenting cells (APCs), and primarily present peptides of exogenous or transmembrane proteins that are taken up by APCs e.g. during endocytosis, and are subsequently processed. 
     Complexes of peptide and MHC class I are recognized by CD8-positive T cells bearing the appropriate T-cell receptor (TCR), whereas complexes of peptide and MHC class II molecules are recognized by CD4-positive-helper-T cells bearing the appropriate TCR. It is well known that the TCR, the peptide and the MHC are thereby present in a stoichiometric amount of 1:1:1. 
     CD4-positive helper T cells play an important role in inducing and sustaining effective responses by CD8-positive cytotoxic T cells. The identification of CD4-positive T-cell epitopes derived from tumor associated antigens (TAA) is of great importance for the development of pharmaceutical products for triggering anti-tumor immune responses (Gnjatic et al., 2003). At the tumor site, T helper cells, support a cytotoxic T cell- (CTL-) friendly cytokine milieu (Mortara et al., 2006) and attract effector cells, e.g. CTLs, natural killer (NK) cells, macrophages, and granulocytes (Hwang et al., 2007). 
     In the absence of inflammation, expression of MHC class II molecules is mainly restricted to cells of the immune system, especially professional antigen-presenting cells (APC), e.g., monocytes, monocyte-derived cells, macrophages, dendritic cells. In cancer patients, cells of the tumor have been found to express MHC class II molecules (Dengjel et al., 2006). 
     Elongated peptides of the invention can act as MHC class II active epitopes. 
     T-helper cells, activated by MHC class II epitopes, play an important role in orchestrating the effector function of CTLs in anti-tumor immunity. T-helper cell epitopes that trigger a T-helper cell response of the TH1 type support effector functions of CD8-positive killer T cells, which include cytotoxic functions directed against tumor cells displaying tumor-associated peptide/MHC complexes on their cell surfaces. In this way tumor-associated T-helper cell peptide epitopes, alone or in combination with other tumor-associated peptides, can serve as active pharmaceutical ingredients of vaccine compositions that stimulate anti-tumor immune responses. 
     It was shown in mammalian animal models, e.g., mice, that even in the absence of CD8-positive T lymphocytes, CD4-positive T cells are sufficient for inhibiting manifestation of tumors via inhibition of angiogenesis by secretion of interferon-gamma (IFNγ) (Beatty and Paterson, 2001; Mumberg et al., 1999). There is evidence for CD4 T cells as direct anti-tumor effectors (Braumuller et al., 2013; Tran et al., 2014). 
     Since the constitutive expression of HLA class II molecules is usually limited to immune cells, the possibility of isolating class II peptides directly from primary tumors was previously not considered possible. However, Dengjel et al. were successful in identifying a number of MHC Class II epitopes directly from tumors (WO 2007/028574, EP 1 760 088 B1). 
     Since both types of response, CD8 and CD4 dependent, contribute jointly and synergistically to the anti-tumor effect, the identification and characterization of tumor-associated antigens recognized by either CD8+ T cells (ligand: MHC class I molecule+peptide epitope) or by CD4-positive T-helper cells (ligand: MHC class II molecule+peptide epitope) is important in the development of tumor vaccines. 
     For an MHC class I peptide to trigger (elicit) a cellular immune response, it also must bind to an MHC-molecule. This process is dependent on the allele of the MHC-molecule and specific polymorphisms of the amino acid sequence of the peptide. MHC-class-I-binding peptides are usually 8-12 amino acid residues in length and usually contain two conserved residues (“anchors”) in their sequence that interact with the corresponding binding groove of the MHC-molecule. In this way each MHC allele has a “binding motif” determining which peptides can bind specifically to the binding groove. 
     In the MHC class I dependent immune reaction, peptides not only have to be able to bind to certain MHC class I molecules expressed by tumor cells, they subsequently also have to be recognized by T cells bearing specific T cell receptors (TCR). 
     For proteins to be recognized by T-lymphocytes as tumor-specific or -associated antigens, and to be used in a therapy, particular prerequisites must be fulfilled. The antigen should be expressed mainly by tumor cells and not, or in comparably small amounts, by normal healthy tissues. In a preferred embodiment, the peptide should be over-presented by tumor cells as compared to normal healthy tissues. It is furthermore desirable that the respective antigen is not only present in a type of tumor, but also in high concentrations (i.e. copy numbers of the respective peptide per cell). Tumor-specific and tumor-associated antigens are often derived from proteins directly involved in transformation of a normal cell to a tumor cell due to their function, e.g. in cell cycle control or suppression of apoptosis. Additionally, downstream targets of the proteins directly causative for a transformation may be up-regulated and thus may be indirectly tumor-associated. Such indirect tumor-associated antigens may also be targets of a vaccination approach (Singh-Jasuja et al., 2004). It is essential that epitopes are present in the amino acid sequence of the antigen, in order to ensure that such a peptide (“immunogenic peptide”), being derived from a tumor associated antigen, leads to an in vitro or in vivo T-cell-response. 
     Basically, any peptide able to bind an MHC molecule may function as a T-cell epitope. A prerequisite for the induction of an in vitro or in vivo T-cell-response is the presence of a T cell having a corresponding TCR and the absence of immunological tolerance for this particular epitope. 
     Therefore, TAAs are a starting point for the development of a T cell based therapy including but not limited to tumor vaccines. The methods for identifying and characterizing the TAAs are usually based on the use of T-cells that can be isolated from patients or healthy subjects, or they are based on the generation of differential transcription profiles or differential peptide expression patterns between tumors and normal tissues. However, the identification of genes over-expressed in tumor tissues or human tumor cell lines, or selectively expressed in such tissues or cell lines, does not provide precise information as to the use of the antigens being transcribed from these genes in an immune therapy. This is because only an individual subpopulation of epitopes of these antigens are suitable for such an application since a T cell with a corresponding TCR has to be present and the immunological tolerance for this particular epitope needs to be absent or minimal. In a very preferred embodiment of the invention it is therefore important to select only those over- or selectively presented peptides against which a functional and/or a proliferating T cell can be found. Such a functional T cell is defined as a T cell, which upon stimulation with a specific antigen can be clonally expanded and is able to execute effector functions (“effector T cell”). 
     In case of targeting peptide-MHC by specific TCRs (e.g. soluble TCRs) and antibodies or other binding molecules (scaffolds) according to the invention, the immunogenicity of the underlying peptides is secondary. In these cases, the presentation is the determining factor. 
     SUMMARY OF THE INVENTION 
     In a first aspect of the present invention, the present invention relates to a peptide comprising an amino acid sequence selected from the group consisting of SEQ ID NO: 1 to SEQ ID NO: 288 or a variant sequence thereof which is at least 77%, preferably at least 88%, homologous (preferably at least 77% or at least 88% identical) to SEQ ID NO: 1 to SEQ ID NO: 288, wherein said variant binds to MHC and/or induces T cells cross-reacting with said peptide, or a pharmaceutical acceptable salt thereof, wherein said peptide is not the underlying full-length polypeptide. 
     While the most important criterion for a peptide to function as cancer therapy target is its over-presentation on primary tumor tissues as compared to normal tissues, also the RNA expression profile of the corresponding gene can help to select appropriate peptides. Particularly, some peptides are hard to detect by mass spectrometry, either due to their chemical properties or to their low copy numbers on cells, and a screening approach focusing on detection of peptide presentation may fail to identify these targets. However, these targets may be detected by an alternative approach starting with analysis of gene expression in normal tissues and secondarily assessing peptide presentation and gene expression in tumors. This approach was realized in this invention using mRNA data from a publicly available database (Lonsdale, 2013) in combination with further gene expression data (including tumor samples), as well as peptide presentation data. If the mRNA of a gene is nearly absent in normal tissues, especially in vital organ systems, targeting the corresponding peptides by even very potent strategies (such as bispecific affinity-optimized antibodies or T-cell receptors), is more likely to be safe. Such peptides, even if identified on only a small percentage of tumor tissues, represent interesting targets. Routine mass spectrometry analysis is not sensitive enough to assess target coverage on the peptide level. Rather, tumor mRNA expression can be used to assess coverage. For detection of the peptide itself, a targeted mass spectrometry approach with higher sensitivity than in the routine screening may be necessary and may lead to a better estimation of coverage on the level of peptide presentation. 
     The present invention further relates to a peptide of the present invention comprising a sequence that is selected from the group consisting of SEQ ID NO: 1 to SEQ ID NO: 288 or a variant thereof, which is at least 77%, preferably at least 88%, homologous (preferably at least 77% or at least 88% identical) to SEQ ID NO: 1 to SEQ ID NO: 288, wherein said peptide or variant thereof has an overall length of between 8 and 100, preferably between 8 and 30, and most preferred of between 8 and 14 amino acids. 
     The following tables show the peptides according to the present invention, their respective SEQ ID NOs, and the prospective source (underlying) genes for these peptides. All peptides in Table 1 and Table 2 bind to HLA-A*02. The peptides in Table 2 have been disclosed before in large listings as results of high-throughput screenings with high error rates or calculated using algorithms, but have not been associated with cancer at all before. 
     
       
         
           
               
             
               
                 TABLE 1 
               
             
            
               
                   
               
               
                 Peptides according to the present invention 
               
            
           
           
               
               
               
               
            
               
                 SEQ ID 
                   
                   
                 Official 
               
               
                 No. 
                 Sequence 
                 Gene ID(s) 
                 Gene Symbol(s) 
               
               
                   
               
            
           
           
               
               
               
               
            
               
                 1 
                 KLQEKIQEL 
                 1062 
                 CENPE 
               
               
                   
               
               
                 2 
                 SVLEKEIYSI 
                 127602 
                 DNAH14 
               
               
                   
               
               
                 3 
                 RVIDDSLVVGV 
                 2187 
                 FANCB 
               
               
                   
               
               
                 4 
                 VLFGELPAL 
                 8701 
                 DNAH11 
               
               
                   
               
               
                 5 
                 GLVDIMVHL 
                 8701 
                 DNAH11 
               
               
                   
               
               
                 6 
                 FLNAIETAL 
                 8701 
                 DNAH11 
               
               
                   
               
               
                 7 
                 ALLQALMEL 
                  51236, 728071 
                 FAM203A, FAM203B 
               
               
                   
               
               
                 8 
                 ALSSSQAEV 
                 3833 
                 KIFC1 
               
               
                   
               
               
                 9 
                 SLITGQDLLSV 
                 51804 
                 SIX4 
               
               
                   
               
               
                 10 
                 QLIEKNWLL 
                 56992 
                 KIF15 
               
               
                   
               
               
                 11 
                 LLDPKTIFL 
                 26762 
                 HAVCR1 
               
               
                   
               
               
                 12 
                 RLLDPKTIFL 
                 26762 
                 HAVCR1 
               
               
                   
               
               
                 13 
                 RLHDENILL 
                 23322 
                 RPGRIP1L 
               
               
                   
               
               
                 14 
                 YTFSGDVQL 
                 4312 
                 MMP1 
               
               
                   
               
               
                 15 
                 GLPSATTTV 
                 94025 
                 MUC16 
               
               
                   
               
               
                 16 
                 SLADLSLLL 
                 134391 
                 GPR151 
               
               
                   
               
               
                 17 
                 GLLPSAESIKL 
                 132989 
                 C4orf36 
               
               
                   
               
               
                 18 
                 KTASINQNV 
                 81930 
                 KIF18A 
               
               
                   
               
               
                 19 
                 KVFELDLVTL 
                 1063 
                 CENPF 
               
               
                   
               
               
                 20 
                 ALVEKGEFAL 
                 1063 
                 CENPF 
               
               
                   
               
               
                 21 
                 YLMDDFSSL 
                 1293 
                 COL6A3 
               
               
                   
               
               
                 22 
                 LMYPYIYHV 
                 54954 
                 FAM120C 
               
               
                   
               
               
                 23 
                 ALLSPLSLA 
                 4017, 9583 
                 LOXL2, ENTPD4 
               
               
                   
               
               
                 24 
                 KVWSDVTPL 
                 4320, 4322 
                 MMP11, MMP13 
               
               
                   
               
               
                 25 
                 LLWGHPRVALA 
                 25878 
                 MXRA5 
               
               
                   
               
               
                 26 
                 VLDGKVAVV 
                 6660 
                 SOX5 
               
               
                   
               
               
                 27 
                 GLLGKVTSV 
                 51297 
                 BPIFA1 
               
               
                   
               
               
                 28 
                 IKVTDPQLLEL 
                 51297 
                 BPIFA1 
               
               
                   
               
               
                 29 
                 KMISAIPTL 
                 94025 
                 MUC16 
               
               
                   
               
               
                 30 
                 IITEVITRL 
                 94025 
                 MUC16 
               
               
                   
               
               
                 31 
                 GLLETTGLLAT 
                 94025 
                 MUC16 
               
               
                   
               
               
                 32 
                 VVMVLVLML 
                 94025 
                 MUC16 
               
               
                   
               
               
                 33 
                 TLDRNSLYV 
                 94025 
                 MUC16 
               
               
                   
               
               
                 34 
                 TLNTLDINL 
                 94025 
                 MUC16 
               
               
                   
               
               
                 35 
                 VIIKGLEEI 
                 3832 
                 KIF11 
               
               
                   
               
               
                 36 
                 TVLQELINV 
                 3832 
                 KIF11 
               
               
                   
               
               
                 37 
                 QIVELIEKI 
                 3832 
                 KIF11 
               
               
                   
               
               
                 38 
                 VLQQESNFL 
                 63967 
                 CLSPN 
               
               
                   
               
               
                 39 
                 YLEDGFAYV 
                 5558 
                 PRIM2 
               
               
                   
               
               
                 40 
                 KIWEELSVLEV 
                 4102, 4105 
                 MAGEA3, MAGEA6 
               
               
                   
               
               
                 41 
                 IVTEIISEI 
                 64151 
                 NCAPG 
               
               
                   
               
               
                 42 
                 KQMSISTGL 
                 64151 
                 NCAPG 
               
               
                   
               
               
                 43 
                 LLIPFTIFM 
                 1237 
                 CCR8 
               
               
                   
               
               
                 44 
                 AVFNLVHVV 
                 56923 
                 NMUR2 
               
               
                   
               
               
                 45 
                 FLPVSVVYV 
                 56923 
                 NMUR2 
               
               
                   
               
               
                 46 
                 ISLDEVAVSL 
                 144455 
                 E2F7 
               
               
                   
               
               
                 47 
                 GLNGFNVLL 
                 144455 
                 E2F7 
               
               
                   
               
               
                 48 
                 KISDFGLATV 
                 1111 
                 CHEK1 
               
               
                   
               
               
                 49 
                 KLIGNIHGNEV 
                 8532 
                 CPZ 
               
               
                   
               
               
                 50 
                 ILLSVLHQL 
                 8532 
                 CPZ 
               
               
                   
               
               
                 51 
                 LDSEALLTL 
                 84467 
                 FBN3 
               
               
                   
               
               
                 52 
                 TIGIPFPNV 
                 83990 
                 BRIP1 
               
               
                   
               
               
                 53 
                 AQHLSTLLL 
                 1469 
                 CST1 
               
               
                   
               
               
                 54 
                 YLVPGLVAA 
                 64180 
                 DPEP3 
               
               
                   
               
               
                 55 
                 HLFDKIIKI 
                 654463 
                 FER1L6 
               
               
                   
               
               
                 56 
                 VLQENSSDYQSNL 
                 3188 
                 HNRNPH2 
               
               
                   
               
               
                 57 
                 TLYPGRFDYV 
                 338322 
                 NLRP10 
               
               
                   
               
               
                 58 
                 HLLGEGAFAQV 
                 699 
                 BUB1 
               
               
                   
               
               
                 59 
                 ALADGIKSFLL 
                 5296 
                 PIK3R2 
               
               
                   
               
               
                 60 
                 YLFSQGLQGL 
                 2491 
                 CENPI 
               
               
                   
               
               
                 61 
                 ALYPKEITL 
                 203102 
                 ADAM32 
               
               
                   
               
               
                 62 
                 SLVENIHVL 
                 675 
                 BRCA2 
               
               
                   
               
               
                 63 
                 KLLPMVIQL 
                 246 
                 ALOX15 
               
               
                   
               
               
                 64 
                 SLYAGSNNQV 
                 246 
                 ALOX15 
               
               
                   
               
               
                 65 
                 SLSEKSPEV 
                 158511, 728461 
                 CSAG1, CSAG2 
               
               
                   
               
               
                 66 
                 AMFPDTIPRV 
                 285220 
                 EPHA6 
               
               
                   
               
               
                 67 
                 FLIENLLAA 
                 3166 
                 HMX1 
               
               
                   
               
               
                 68 
                 QLMNLIRSV 
                 51124 
                 IER3IP1 
               
               
                   
               
               
                 69 
                 LKVLKADVVL 
                 259307 
                 IL4I1 
               
               
                   
               
               
                 70 
                 GLTEKTVLV 
                  24137, 285643 
                 KIF4A, KIF4B 
               
               
                   
               
               
                 71 
                 HMSGKLTNV 
                 55771 
                 PRR11 
               
               
                   
               
               
                 72 
                 VLSTRVTNV 
                 55771 
                 PRR11 
               
               
                   
               
               
                 73 
                 SVPKTLGV 
                 11280 
                 SCN11A 
               
               
                   
               
               
                 74 
                 GLAFLPASV 
                 6570 
                 SLC18A1 
               
               
                   
               
               
                 75 
                 ALLDGALQL 
                 6570 
                 SLC18A1 
               
               
                   
               
               
                 76 
                 FTAEFLEKV 
                 79801 
                 SHCBP1 
               
               
                   
               
               
                 77 
                 ALYGNVQQV 
                 91646 
                 TDRD12 
               
               
                   
               
               
                 78 
                 LFQSRIAGV 
                 7579 
                 ZSCAN20 
               
               
                   
               
               
                 79 
                 TVLEEIGNRV 
                 9133 
                 CCNB2 
               
               
                   
               
               
                 80 
                 VLTGQVHEL 
                 10715 
                 CERS1 
               
               
                   
               
               
                 81 
                 ILAEEPIYI 
                 55655 
                 NLRP2 
               
               
                   
               
               
                 82 
                 ILAEEPIYIRV 
                 55655 
                 NLRP2 
               
               
                   
               
               
                 83 
                 GLLENSPHL 
                 25788 
                 RAD54B 
               
               
                   
               
               
                 84 
                 FLLEREQLL 
                 165055 
                 CCDC138 
               
               
                   
               
               
                 85 
                 KLLDKPEQFL 
                 342184 
                 FMN1 
               
               
                   
               
               
                 86 
                 SLFSNIESV 
                 54848 
                 ARHGEF38 
               
               
                   
               
               
                 87 
                 KLLSLLEEA 
                 54848 
                 ARHGEF38 
               
               
                   
               
               
                 88 
                 LLLPLELSLA 
                 374946 
                 DRAXIN 
               
               
                   
               
               
                 89 
                 SLAETIFIV 
                 3359 
                 HTR3A 
               
               
                   
               
               
                 90 
                 AILNVDEKNQV 
                 3359 
                 HTR3A 
               
               
                   
               
               
                 91 
                 LLPSIFLMV 
                 3359 
                 HTR3A 
               
               
                   
               
               
                 92 
                 RLFEEVLGV 
                 9816 
                 URB2 
               
               
                   
               
               
                 93 
                 RLYGYFHDA 
                 6790 
                 AURKA 
               
               
                   
               
               
                 94 
                 YLDEVAFML 
                 1238 
                 CCBP2 
               
               
                   
               
               
                 95 
                 KLIDEDEPLFL 
                 1767 
                 DNAH5 
               
               
                   
               
               
                 96 
                 ALDTTRHEL 
                 93323 
                 HAUS8 
               
               
                   
               
               
                 97 
                 KLFEKSTGL 
                 23421 
                 ITGB3BP 
               
               
                   
               
               
                 98 
                 FVQEKIPEL 
                 84944 
                 MAEL 
               
               
                   
               
               
                 99 
                 TLFGIQLTEA 
                 84944 
                 MAEL 
               
               
                   
               
               
                 100 
                 ALQSFEFRV 
                 56130 
                 PCDHB6 
               
               
                   
               
               
                 101 
                 SLLEVNEASSV 
                 149628 
                 PYHIN1 
               
               
                   
               
               
                 102 
                 GLYPVTLVGV 
                 83696 
                 TRAPPC9 
               
               
                   
               
               
                 103 
                 YLADTVQKL 
                 100526761, 
                 CCDC169- 
               
               
                   
                   
                 54937 
                 SOHLH2, SOHLH2 
               
               
                   
               
               
                 104 
                 DLPTQEPALGTT 
                 354 
                 KLK3 
               
               
                   
               
               
                 105 
                 AMLASQTEA 
                 4295 
                 MLN 
               
               
                   
               
               
                 106 
                 VLLGSVVIFA 
                 4477 
                 MSMB 
               
               
                   
               
               
                 107 
                 RVLPGQAVTGV 
                 55247 
                 NEIL3 
               
               
                   
               
               
                 108 
                 FIANLPPELKA 
                 6013 
                 RLN1 
               
               
                   
               
               
                 109 
                 ILGSFELQL 
                 7047 
                 TGM4 
               
               
                   
               
               
                 110 
                 QIQGQVSEV 
                 7047 
                 TGM4 
               
               
                   
               
               
                 111 
                 AQLEGKLVSI 
                 3161 
                 HMMR 
               
               
                   
               
               
                 112 
                 ILAQDVAQL 
                 24137 
                 KIF4A 
               
               
                   
               
               
                 113 
                 FLFLKEVKV 
                 54596 
                 L1TD1 
               
               
                   
               
               
                 114 
                 LLFPSDVQTL 
                 23397 
                 NCAPH 
               
               
                   
               
               
                 115 
                 ILHGEVNKV 
                 54830 
                 NUP62CL 
               
               
                   
               
               
                 116 
                 ALLSSVAEA 
                 9048 
                 ARTN 
               
               
                   
               
               
                 117 
                 TLLEGISRA 
                 26256 
                 CABYR 
               
               
                   
               
               
                 118 
                 IAYNPNGNAL 
                 3824 
                 KLRD1 
               
               
                   
               
               
                 119 
                 SLIEESEEL 
                 284217 
                 LAMA1 
               
               
                   
               
               
                 120 
                 LQLJPLKGLSL 
                 6241 
                 RRM2 
               
               
                   
               
               
                 121 
                 ALYVQAPTV 
                 9319 
                 TRIP13 
               
               
                   
               
               
                 122 
                 SIIDTELKV 
                 9319 
                 TRIP13 
               
               
                   
               
               
                 123 
                 QTAPEEAFIKL 
                 150737, 92104  
                 TTC30B, TTC30A 
               
               
                   
               
               
                 124 
                 ALLLRLFTI 
                 11169 
                 WDHD1 
               
               
                   
               
               
                 125 
                 AALEVLAEV 
                 11130 
                 ZWINT 
               
               
                   
               
               
                 126 
                 QLREAFEQL 
                 11130 
                 ZWINT 
               
               
                   
               
               
                 127 
                 IMKATGLGIQL 
                 154664 
                 ABCA13 
               
               
                   
               
               
                 128 
                 SILTNISEV 
                 24 
                 ABCA4 
               
               
                   
               
               
                 129 
                 KMASKVTQV 
                 132612 
                 ADAD1 
               
               
                   
               
               
                 130 
                 QLYGSAITL 
                 158067 
                 AK8 
               
               
                   
               
               
                 131 
                 SLYPHFTLL 
                 440138 
                 ALG11 
               
               
                   
               
               
                 132 
                 ALLNNVIEV 
                 57101 
                 ANO2 
               
               
                   
               
               
                 133 
                 FLDGRPLTL 
                 83734 
                 ATG10 
               
               
                   
               
               
                 134 
                 SLYKSFLQL 
                 527 
                 ATP6VOC 
               
               
                   
               
               
                 135 
                 HLDTVKIEV 
                 135152 
                 B3GAT2 
               
               
                   
               
               
                 136 
                 LLWDAPAKC 
                 192134 
                 B3GNT6 
               
               
                   
               
               
                 137 
                 KLIYKDLVSV 
                 85016 
                 C11orf70 
               
               
                   
               
               
                 138 
                 GIINKLVTV 
                 440087 
                 C12orf69 
               
               
                   
               
               
                 139 
                 IILENIQSL 
                 55732 
                 C1orf112 
               
               
                   
               
               
                 140 
                 FLDSQITTV 
                 255119 
                 C4orf22 
               
               
                   
               
               
                 141 
                 NIDINNNEL 
                 57082 
                 CASC5 
               
               
                   
               
               
                 142 
                 LLDAAHASI 
                 284992 
                 CCDC150 
               
               
                   
               
               
                 143 
                 MLWESIMRV 
                 166979 
                 CDC20B 
               
               
                   
               
               
                 144 
                 FLISQTPLL 
                 60437 
                 CDH26 
               
               
                   
               
               
                 145 
                 ALEEKLENV 
                 79172 
                 CENPO 
               
               
                   
               
               
                 146 
                 VVAAHLAGA 
                 148113 
                 CILP2 
               
               
                   
               
               
                 147 
                 GLLSALENV 
                 1269 
                 CNR2 
               
               
                   
               
               
                 148 
                 YLILSSHQL 
                 1269 
                 CNR2 
               
               
                   
               
               
                 149 
                 NMADGQLHQV 
                 728577, 79937 
                 CNTNAP3B, CNTNAP3 
               
               
                   
               
               
                 150 
                 VLLDMVHSL 
                 100507170, 
                 CT47A12, CT47A11, 
               
               
                   
                   
                 255313, 
                 CT47A7, CT47A10, 
               
               
                   
                   
                 653282, 728036, 
                 CT47A9, CT47A8, 
               
               
                   
                   
                 728042, 728049, 
                 CT47A6, CT47A5, 
               
               
                   
                   
                 728062, 728072, 
                 CT47A4, CT47A3, 
               
               
                   
                   
                 728075, 728082, 
                 CT47A2, CT47A1 
               
               
                   
                   
                 728090, 728096 
                   
               
               
                   
               
               
                 151 
                 DISKRIQSL 
                 100128553, 
                 CTAGE4, CTAGE10P,  
               
               
                   
                   
                 220429, 
                 CTAGE16P, CTAGE5,  
               
               
                   
                   
                 341689, 4253, 
                 CTAGE1 
               
               
                   
                   
                 64693 
                   
               
               
                   
               
               
                 152 
                 ILVTSIFFL 
                 643 
                 CXCR5 
               
               
                   
               
               
                 153 
                 KLVELEHTL 
                 203413 
                 CXorf61 
               
               
                   
               
               
                 154 
                 AIIKEIQTV 
                 1588 
                 CYP19A1 
               
               
                   
               
               
                 155 
                 TLDSYLKAV 
                 163720, 199974 
                 CYP4Z2P, CYP4Z1 
               
               
                   
               
               
                 156 
                 VILTSSPFL 
                 10800 
                 CYSLTR1 
               
               
                   
               
               
                 157 
                 ILQDGQFLV 
                 138009 
                 DCAF4L2 
               
               
                   
               
               
                 158 
                 YLDPLWHQL 
                 2072 
                 ERCC4 
               
               
                   
               
               
                 159 
                 QLGPVPVTI 
                 285966 
                 FAM115C 
               
               
                   
               
               
                 160 
                 TLQEWLTEV 
                 167555 
                 FAM151B 
               
               
                   
               
               
                 161 
                 NLLDENVCL 
                 26290 
                 GALNT8 
               
               
                   
               
               
                 162 
                 GLLGNLLTSL 
                 51608 
                 GET4 
               
               
                   
               
               
                 163 
                 GLEERLYTA 
                 29933 
                 GPR132 
               
               
                   
               
               
                 164 
                 MLIIRVPSV 
                 80000 
                 GREB1L 
               
               
                   
               
               
                 165 
                 SLLDYEVSI 
                 116444 
                 GRIN3B 
               
               
                   
               
               
                 166 
                 LLGDSSFFL 
                 283254 
                 HARBH 
               
               
                   
               
               
                 167 
                 LVVDEGSLVSV 
                 92797 
                 HELB 
               
               
                   
               
               
                 168 
                 VIFEGEPMYL 
                 84072 
                 HORMAD1 
               
               
                   
               
               
                 169 
                 ALADLSVAV 
                 3363 
                 HTR7 
               
               
                   
               
               
                 170 
                 FIAAVVEKV 
                 203100 
                 HTRA4 
               
               
                   
               
               
                 171 
                 LLLLDVPTA 
                 10437 
                 IFI30 
               
               
                   
               
               
                 172 
                 SLYLQMNSLRTE 
                 28426 
                 IGHV3-43 
               
               
                   
               
               
                 173 
                 RLIDIYKNV 
                 338567 
                 KCNK18 
               
               
                   
               
               
                 174 
                 ALYSGDLHAA 
                 157855 
                 KCNU1 
               
               
                   
               
               
                 175 
                 SLLDLVQSL 
                 57536 
                 KIAA1328 
               
               
                   
               
               
                 176 
                 VQSGLRILL 
                 57650 
                 KIAA1524 
               
               
                   
               
               
                 177 
                 ALINVLNAL 
                 146909 
                 KIF18B 
               
               
                   
               
               
                 178 
                 SLVSWQLLL 
                 3814 
                 KISS1 
               
               
                   
               
               
                 179 
                 TLGEIIKGV 
                 402569 
                 KPNA7 
               
               
                   
               
               
                 180 
                 RLYEEEIRI 
                 3887, 3889 
                 KRT81, KRT83 
               
               
                   
               
               
                 181 
                 LLWAPTAQA 
                 389812 
                 LCN15 
               
               
                   
               
               
                 182 
                 GLQDGFQITV 
                 284194, 654346 
                 LGALS9B, LGALS9C 
               
               
                   
               
               
                 183 
                 ALSYILPYL 
                 147172 
                 LRRC37BP1 
               
               
                   
               
               
                 184 
                 ALDSTIAHL 
                 149499 
                 LRRC71 
               
               
                   
               
               
                 185 
                 TLYQGLPAEV 
                 80131 
                 LRRC8E 
               
               
                   
               
               
                 186 
                 SLLSLESRL 
                 57408 
                 LRTM1 
               
               
                   
               
               
                 187 
                 SILKEDPFL 
                 346389 
                 MACC1 
               
               
                   
               
               
                 188 
                 VLGEEQEGV 
                   4108, 728269 
                 MAGEA9, MAGEA9B 
               
               
                   
               
               
                 189 
                 MAVSDLLIL 
                 2862 
                 MLNR 
               
               
                   
               
               
                 190 
                 SLSTELFKV 
                 4622, 4626 
                 MYH4, MYH8 
               
               
                   
               
               
                 191 
                 AAIEIFEKV 
                 55728 
                 N4BP2 
               
               
                   
               
               
                 192 
                 TLLPSSGLVTL 
                 344148 
                 NCKAP5 
               
               
                   
               
               
                 193 
                 ALFHMNILL 
                 126206 
                 NLRP5 
               
               
                   
               
               
                 194 
                 KLLEEVQLL 
                 126206 
                 NLRP5 
               
               
                   
               
               
                 195 
                 VIIQNLPAL 
                 387129 
                 NPSR1 
               
               
                   
               
               
                 196 
                 TLHQWIYYL 
                 120406 
                 NXPE2 
               
               
                   
               
               
                 197 
                 LGGPTSLLHV 
                 390038 
                 OR51D1 
               
               
                   
               
               
                 198 
                 ILTNKVVSV 
                 119678 
                 OR52E2 
               
               
                   
               
               
                 199 
                 SVADLAHVL 
                 27334 
                 P2RY10 
               
               
                   
               
               
                 200 
                 IMPTFDLTKV 
                 203569, 389860 
                 PAGE2, PAGE2B 
               
               
                   
               
               
                 201 
                 LLFSLLCEA 
                 51050 
                 PH5 
               
               
                   
               
               
                 202 
                 ALAKDELSL 
                 120379 
                 PIH1D2 
               
               
                   
               
               
                 203 
                 FLFVDPELV 
                 146850 
                 PIK3R6 
               
               
                   
               
               
                 204 
                 SEWGSPHAAVP 
                 5539 
                 PPY 
               
               
                   
               
               
                 205 
                 LAFGYDDEL 
                 391004, 654348 
                 PRAMEF17, PRAMEF16 
               
               
                   
               
               
                 206 
                 GLDAFRIFL 
                 431704 
                 RGS21 
               
               
                   
               
               
                 207 
                 KLFETVEEL 
                 6121 
                 RPE65 
               
               
                   
               
               
                 208 
                 HLNNDRNPL 
                 6406 
                 SEMG1 
               
               
                   
               
               
                 209 
                 VLQTEELVAN 
                 6406 
                 SEMG1 
               
               
                   
               
               
                 210 
                 GLAGDNIYL 
                 6582 
                 SLC22A2 
               
               
                   
               
               
                 211 
                 LLTTVLINA 
                 6582 
                 SLC22A2 
               
               
                   
               
               
                 212 
                 MTLSEIHAV 
                 9153 
                 SLC28A2 
               
               
                   
               
               
                 213 
                 ILAVDGVLSV 
                 169026 
                 SLC30A8 
               
               
                   
               
               
                 214 
                 ALFETLIQL 
                 139420 
                 SMEK3P 
               
               
                   
               
               
                 215 
                 QIADIVTSV 
                 139420 
                 SMEK3P 
               
               
                   
               
               
                 216 
                 ALSTVTPRI 
                 166378 
                 SPATA5 
               
               
                   
               
               
                 217 
                 LLWPSSVPA 
                 246777, 79400  
                 SPESP1, NOX5 
               
               
                   
               
               
                 218 
                 SLTGANITV 
                 83932 
                 SPRTN 
               
               
                   
               
               
                 219 
                 GVVPTIQKV 
                 64220 
                 STRA6 
               
               
                   
               
               
                 220 
                 ALSELERVL 
                 51298 
                 THEG 
               
               
                   
               
               
                 221 
                 IMLNSVEEI 
                 387357 
                 THEMIS 
               
               
                   
               
               
                 222 
                 LLTGVFAQL 
                 388564 
                 TMEM238 
               
               
                   
               
               
                 223 
                 ALHPVQFYL 
                 93587 
                 TRMT10A 
               
               
                   
               
               
                 224 
                 LLFDWSGTGRADA 
                 79465 
                 ULBP3 
               
               
                   
               
               
                 225 
                 FLPQPVPLSV 
                 57695 
                 USP37 
               
               
                   
               
               
                 226 
                 SLAGNLQEL 
                 11023 
                 VAX1 
               
               
                   
               
               
                 227 
                 SEMEELPSV 
                 26609, 425054, 
                 VCX, VCX3B, VCX3A 
               
               
                   
                   
                 51481 
                   
               
               
                   
               
               
                 228 
                 SLLELDGINLRL 
                 221806 
                 VWDE 
               
               
                   
               
               
                 229 
                 YLYELEHAL 
                 80217 
                 WDR96 
               
               
                   
               
               
                 230 
                 KLLNMIFSI 
                 2829 
                 XCR1 
               
               
                   
               
               
                 231 
                 LLDDIFIRL 
                 143570 
                 XRRA1 
               
               
                   
               
               
                 232 
                 LVVGGIATV 
                 84614 
                 ZBTB37 
               
               
                   
               
               
                 233 
                 SLFESLEYL 
                 132625 
                 ZFP42 
               
               
                   
               
            
           
         
       
     
     
       
         
           
               
             
               
                 TABLE 2 
               
             
            
               
                   
               
               
                 Additional peptides according to 
               
               
                 the present invention 
               
            
           
           
               
               
               
               
            
               
                 SEQ ID 
                   
                   
                 Official 
               
               
                 No. 
                 Sequence 
                 Gene ID(s) 
                 Gene Symbol(s) 
               
               
                   
               
            
           
           
               
               
               
               
            
               
                 234 
                 VLLNEILEQV 
                 64151 
                 NCAPG 
               
               
                   
               
               
                 235 
                 SLLNQPKAV 
                 63967 
                 CLSPN 
               
               
                   
               
               
                 236 
                 KMSELQTYV 
                 1063 
                 CENPF 
               
               
                   
               
               
                 237 
                 ALLEQTGDMSL 
                 1063 
                 CENPF 
               
               
                   
               
               
                 238 
                 HLQEKLQSL 
                 1063 
                 CENPF 
               
               
                   
               
               
                 239 
                 VHKGLEEITV 
                 3832 
                 KIF11 
               
               
                   
               
               
                 240 
                 SVQENIQQK 
                 3832 
                 KIF11 
               
               
                   
               
               
                 241 
                 KQFEGTVEI 
                 675 
                 BRCA2 
               
               
                   
               
               
                 242 
                 KLQEEIPVL 
                 1062 
                 CENPE 
               
               
                   
               
               
                 243 
                 GLAEFQENV 
                 57405 
                 SPC25 
               
               
                   
               
               
                 244 
                 NVAEIVIHI 
                 83540 
                 NUF2 
               
               
                   
               
               
                 245 
                 ALLEEEEGV 
                 4103 
                 MAGEA4 
               
               
                   
               
               
                 246 
                 ALAGIVTNV 
                 11077 
                 HSF2BP 
               
               
                   
               
               
                 247 
                 NLLIDDKGTIKL 
                 983 
                 CDK1 
               
               
                   
               
               
                 248 
                 VLMQDSRLYL 
                 983 
                 CDK1 
               
               
                   
               
               
                 249 
                 YLYQILQGI 
                 983 
                 CDK1 
               
               
                   
               
               
                 250 
                 LMQDSRLYL 
                 983 
                 CDK1 
               
               
                   
               
               
                 251 
                 LLWGNLPEI 
                 653820, 729533 
                 FAM72B, FAM72A 
               
               
                   
               
               
                 252 
                 SLMEKNQSL 
                  24137, 285643 
                 KIF4A, KIF4B 
               
               
                   
               
               
                 253 
                 KLLAVIHEL 
                 25788 
                 RAD54B 
               
               
                   
               
               
                 254 
                 ALGDKFLLRV 
                 4608 
                 MYBPH 
               
               
                   
               
               
                 255 
                 FLMKNSDLYGA 
                 79801 
                 SHCBP1 
               
               
                   
               
               
                 256 
                 FLNDIFERI 
                 337873, 337874 
                 HIST2H2BC, 
               
               
                   
                   
                   
                 HIST2H2BD 
               
               
                   
               
               
                 257 
                 KLIDHQGLYL 
                 7579 
                 ZSCAN20 
               
               
                   
               
               
                 258 
                 QLVQRVASV 
                 5683 
                 PSMA2 
               
               
                   
               
               
                 259 
                 GPGIFPPPPPQP 
                 10879 
                 SMR3B 
               
               
                   
               
               
                 260 
                 ALNESLVEC 
                 55165 
                 CEP55 
               
               
                   
               
               
                 261 
                 GLAALAVHL 
                 2175 
                 FANCA 
               
               
                   
               
               
                 262 
                 LLLEAVWHL 
                 2175 
                 FANCA 
               
               
                   
               
               
                 263 
                 SHEYLPTL 
                 79915 
                 ATAD5 
               
               
                   
               
               
                 264 
                 TLHDQVHLL 
                 2099 
                 ESR1 
               
               
                   
               
               
                 265 
                 FLLDKPQDLSI 
                 346389 
                 MACC1 
               
               
                   
               
               
                 266 
                 FLLDKPQDL 
                 346389 
                 MACC1 
               
               
                   
               
               
                 267 
                 YLLDMPLWYL 
                 7153 
                 TOP2A 
               
               
                   
               
               
                 268 
                 SLDKDIVAL 
                 7153 
                 TOP2A 
               
               
                   
               
               
                 269 
                 GLLDCPIFL 
                 2177 
                 FANCD2 
               
               
                   
               
               
                 270 
                 TLLTFFHEL 
                 55215 
                 FANCI 
               
               
                   
               
               
                 271 
                 VLIEYNFSI 
                 55215 
                 FANCI 
               
               
                   
               
               
                 272 
                 FVMEGEPPKL 
                 348654 
                 GEN1 
               
               
                   
               
               
                 273 
                 SLNKQIETV 
                 57650 
                 KIAA1524 
               
               
                   
               
               
                 274 
                 TLYNPERTITV 
                 10642, 10643 
                 IGF2BP1, 
               
               
                   
                   
                   
                 IGF2BP3 
               
               
                   
               
               
                 275 
                 AVPPPPSSV 
                 10642 
                 IGF2BP1 
               
               
                   
               
               
                 276 
                 RMPTVLQCV 
                 9622 
                 KLK4 
               
               
                   
               
               
                 277 
                 KLQEELNKV 
                 3161 
                 HMMR 
               
               
                   
               
               
                 278 
                 VLEDKVLSV 
                 128239 
                 IQGAP3 
               
               
                   
               
               
                 279 
                 VLMDEGAVLTL 
                 54596 
                 L1TD1 
               
               
                   
               
               
                 280 
                 HLWGHALFL 
                 89866 
                 SEC16B 
               
               
                   
               
               
                 281 
                 LLLESDPKVYSL 
                 6491 
                 STIL 
               
               
                   
               
               
                 282 
                 SLYALHVKA 
                 79001 
                 VKORC1 
               
               
                   
               
               
                 283 
                 ALSELLQQV 
                 9816 
                 URB2 
               
               
                   
               
               
                 284 
                 KLMDPGSLPPL 
                 2118 
                 ETV4 
               
               
                   
               
               
                 285 
                 MLLDTVQKV 
                 54892 
                 NCAPG2 
               
               
                   
               
               
                 286 
                 FLTEMVHFI 
                 93517 
                 SDR42E1 
               
               
                   
               
               
                 287 
                 KIQEILTQV 
                 10643 
                 IGF2BP3 
               
               
                   
               
               
                 288 
                 SLYKGLLSV 
                 25788 
                 RAD54B 
               
               
                   
               
               
                 J = Phosphoserine 
               
            
           
         
       
     
     Particularly preferred are the peptides—alone or in combination—according to the present invention selected from the group consisting of SEQ ID NO: 1 to SEQ ID NO: 288. More preferred are the peptides—alone or in combination—selected from the group consisting of SEQ ID NO: 1 to SEQ ID NO: 126 (see Table 1), and their uses in the immunotherapy of hepatocellular carcinoma (HCC), colorectal carcinoma (CRC), glioblastoma (GB), gastric cancer (GC), esophageal cancer, non-small cell lung cancer (NSCLC), pancreatic cancer (PC), renal cell carcinoma (RCC), benign prostate hyperplasia (BPH), prostate cancer (PCA), ovarian cancer (OC), melanoma, breast cancer, chronic lymphocytic leukemia (CLL), Merkel cell carcinoma (MCC), small cell lung cancer (SCLC), Non-Hodgkin lymphoma (NHL), acute myeloid leukemia (AML), gallbladder cancer and cholangiocarcinoma (GBC, CCC), urinary bladder cancer (UBC), uterine cancer (UEC). 
     Most preferred are the peptides—alone or in combination—selected from the group consisting of SEQ ID NO: 274, 14, 21, 23, 25, 157, 168, 11, 253, 85, 89, 40, 264, 155, 233, and 245 (see Tables 1, 2, and 10), and their uses in the immunotherapy of HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, and CLL. 
     The present invention furthermore relates to peptides according to the present invention that have the ability to bind to a molecule of the human major histocompatibility complex (MHC) class-I or—in an elongated form, such as a length-variant—MHC class-II. 
     The present invention further relates to the peptides according to the present invention wherein said peptides (each) consist or consist essentially of an amino acid sequence according to SEQ ID NO: 1 to SEQ ID NO: 288. 
     The present invention further relates to the peptides according to the present invention, wherein said peptide is modified and/or includes non-peptide bonds. 
     The present invention further relates to the peptides according to the present invention, wherein said peptide is part of a fusion protein, in particular fused to the N-terminal amino acids of the HLA-DR antigen-associated invariant chain (Ii), or fused to (or into the sequence of) an antibody, such as, for example, an antibody that is specific for dendritic cells. 
     The present invention further relates to a nucleic acid, encoding the peptides according to the present invention. The present invention further relates to the nucleic acid according to the present invention that is DNA, cDNA, PNA, RNA or combinations thereof. 
     The present invention further relates to an expression vector capable of expressing and/or expressing a nucleic acid according to the present invention. 
     The present invention further relates to a peptide according to the present invention, a nucleic acid according to the present invention or an expression vector according to the present invention for use in the treatment of diseases and in medicine, in particular in the treatment of cancer. 
     The present invention further relates to antibodies that are specific against the peptides according to the present invention or complexes of said peptides according to the present invention with MHC, and methods of making these. 
     The present invention further relates to T-cell receptors (TCRs), in particular soluble TCR (sTCRs) and cloned TCRs engineered into autologous or allogeneic T cells, and methods of making these, as well as NK cells or other cells bearing said TCR or cross-reacting with said TCRs. 
     The antibodies and TCRs are additional embodiments of the immunotherapeutic use of the peptides according to the invention at hand. 
     The present invention further relates to a host cell comprising a nucleic acid according to the present invention or an expression vector as described before. The present invention further relates to the host cell according to the present invention that is an antigen presenting cell, and preferably is a dendritic cell. 
     The present invention further relates to a method for producing a peptide according to the present invention, said method comprising culturing the host cell according to the present invention, and isolating the peptide from said host cell or its culture medium. 
     The present invention further relates to said method according to the present invention, wherein the antigen is loaded onto class I or II MHC molecules expressed on the surface of a suitable antigen-presenting cell or artificial antigen-presenting cell by contacting a sufficient amount of the antigen with an antigen-presenting cell. 
     The present invention further relates to the method according to the present invention, wherein the antigen-presenting cell comprises an expression vector capable of expressing or expressing said peptide containing SEQ ID No. 1 to SEQ ID No.: 288, preferably containing SEQ ID No. 1 to SEQ ID No.: 126, or a variant amino acid sequence. 
     The present invention further relates to activated T cells, produced by the method according to the present invention, wherein said T cell selectively recognizes a cell which expresses a polypeptide comprising an amino acid sequence according to the present invention. 
     The present invention further relates to a method of killing target cells in a patient which target cells aberrantly express a polypeptide comprising any amino acid sequence according to the present invention, the method comprising administering to the patient an effective number of T cells as produced according to the present invention. 
     The present invention further relates to the use of any peptide as described, the nucleic acid according to the present invention, the expression vector according to the present invention, the cell according to the present invention, the activated T lymphocyte, the T cell receptor or the antibody or other peptide- and/or peptide-MHC-binding molecules according to the present invention as a medicament or in the manufacture of a medicament. Preferably, said medicament is active against cancer. 
     Preferably, said medicament is suitable and used for a cellular therapy, a vaccine or a protein based on a soluble TCR or antibody. 
     The present invention further relates to a use according to the present invention, wherein said cancer cells are HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL cells. 
     The present invention further relates to biomarkers based on the peptides according to the present invention, herein called “targets” that can be used in the diagnosis of cancer, preferably HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, and CLL. The marker can be either over-presentation of the peptide(s) themselves, or over-expression of the corresponding gene(s). The markers may also be used to predict the probability of success of a treatment, preferably an immunotherapy, and most preferred an immunotherapy targeting the same target that is identified by the biomarker. For example, an antibody or soluble TCR can be used to stain sections of the tumor to detect the presence of a peptide of interest in complex with MHC. 
     Optionally the antibody carries a further effector function such as an immune stimulating domain or toxin. 
     The present invention also relates to the use of these novel targets in the context of cancer treatment. 
     CABYR encodes a protein which localizes to the principal piece of the sperm flagellum in association with the fibrous sheath and exhibits calcium-binding when phosphorylated during the process of capacitation (RefSeq, 2002). Knock-down of the CABYR isoforms CABYR-a and CABYR-b in the non-small cell lung cancer cell lines NCI-H460 and A549 was shown to result in inhibition of proliferation and attenuation of constitutively active Akt phosphorylation (Qian et al., 2014). Silencing of CABYR expression was shown to impact down-stream components of the Akt pathways such as phospho-GSK-3beta and the p53 and p27 proteins (Qian et al., 2014). Furthermore, CABYR knock-down was shown to significantly increase chemosensitivity in response to chemotherapeutic drugs and drug-induced apoptosis, both in vitro and in vivo, and may thus be a novel method to improve the apoptotic response and chemosensitivity in lung cancer (Qian et al., 2014). CABYR was described as an initially testis-specific protein which was subsequently shown to be present in brain tumors, pancreas cancer and lung cancer (Hsu et al., 2005; Luo et al., 2007; Li et al., 2012). CABYR was shown to be up-regulated in hepatocellular carcinoma and may play an oncogenic role in hepatocarcinogenesis as well as its progression (Li et al., 2012). 
     COL6A3 encodes collagen, type VI, alpha 3, one of the three alpha chains of type VI collagen, a beaded filament collagen found in most connective tissues, and important in organizing matrix components (RefSeq, 2002). COL6A3 encodes the alpha-3 chain of type VI collagen, a beaded filament collagen found in most connective tissues, playing an important role in the organization of matrix components (RefSeq, 2002). COL6A3 is alternatively spliced in colon, bladder and prostate cancer. The long isoform of COL6A3 is expressed almost exclusively in cancer samples and could potentially serve as a new cancer marker (Thorsen et al., 2008). COL6A3 is highly expressed in pancreatic ductal adenocarcinoma tissue and undergoes tumor-specific alternative splicing (Kang et al., 2014). COL6A3 has been demonstrated to correlate with high-grade ovarian cancer and contributes to cisplatin resistance. COL6A3 was observed to be frequently over-expressed in gastric cancer tissues (Xie et al., 2014). COL6A3 mutation(s) significantly predicted a better overall survival in patients with colorectal carcinoma independent of tumor differentiation and TNM staging (Yu et al., 2015). COL6A3 expression was reported to be increased in pancreatic cancer, colon cancer, gastric cancer, mucoepidermoid carcinomas and ovarian cancer. Cancer associated transcript variants including exons 3, 4 and 6 were detected in colon cancer, bladder cancer, prostate cancer and pancreatic cancer (Arafat et al., 2011; Smith et al., 2009; Yang et al., 2007; Xie et al., 2014; Leivo et al., 2005; Sherman-Baust et al., 2003; Gardina et al., 2006; Thorsen et al., 2008). In ovarian cancer COL6A3 levels correlated with higher tumor grade and in pancreatic cancer COL6A3 was shown to represent a suitable diagnostic serum biomarker (Sherman-Baust et al., 2003; Kang et al., 2014). 
     CXorf61, also known as CT83, encodes the cancer/testis antigen 83 and is located on chromosome Xq23 (RefSeq, 2002). Expression of CXorf61 has been described in different cancer types, including breast cancer and lung cancer (Yao et al., 2014; Hanagiri et al., 2013; Baba et al., 2013). CXorf61 was shown to be an immunogenic cancer-testis antigen in lung cancer. Therefore, it might represent a promising candidate for anti-cancer immunotherapy (Fukuyama et al., 2006). 
     CYP4Z1 encodes a member of the cytochrome P450 superfamily of enzymes. The cytochrome P450 proteins are monooxygenases which catalyze many reactions involved in drug metabolism and synthesis of cholesterol, steroids and other lipids (RefSeq, 2002). CYP4Z1 over-expression in breast cancer is associated with high tumor grade and poor prognosis. Functionally, CYP4Z1 promotes tumor angiogenesis and growth in breast cancer partly via PI3/Akt and ERK1/2 signaling (Yu et al., 2012; Murray et al., 2010). Additionally, CYP4Z1 was described to play a role in non-small-cell lung cancer progression (Bankovic et al., 2010). In prostate cancer and ovarian cancer, CYP4Z1 has been identified as independent predictive marker (Tradonsky et al., 2012; Downie et al., 2005). CYP4Z2P is a pseudogene located on chromosome 1p33 (RefSeq, 2002). 
     DCAF4L2 encodes the DDB1 and CUL4 associated factor 4-like 2. The specific function of this protein remains to be elucidated; nevertheless the DCAF4L2 gene was shown to be associated with optic disc morphology and cleft lip development (Springelkamp et al., 2015; Beaty et al., 2013). 
     ESR1 encodes an estrogen receptor, a ligand-activated transcription factor important for hormone binding, DNA binding and activation of transcription, that is essential for sexual development and reproductive function (RefSeq, 2002). Mutations and single nucleotide polymorphisms of ESR1 are associated with risk for different cancer types including liver, prostate, gallbladder and breast cancer. The up-regulation of ESR1 expression is connected with cell proliferation and tumor growth but the overall survival of patients with ESR1 positive tumors is better due to the successfully therapy with selective estrogen receptor modulators (Sun et al., 2015; Hayashi et al., 2003; Bogush et al., 2009; Miyoshi et al., 2010; Xu et al., 2011; Yakimchuk et al., 2013; Fuqua et al., 2014). ESR1 signaling interferes with different pathways responsible for cell transformation, growth and survival like the EGFR/IGFR, PI3K/Akt/mTOR, p53, HER2, NFkappaB and TGF-beta pathways (Frasor et al., 2015; Band and Laiho, 2011; Berger et al., 2013; Skandalis et al., 2014; Mehta and Tripathy, 2014; Ciruelos Gil, 2014). 
     FMN1 encodes formin1 a protein that has a role in the formation of adherent junctions and the polymerization of linear actin cables (RefSeq, 2002). A single nucleotide polymorphism in FMN1 is associated with an increased risk of prostate cancer (Lisitskaia et al., 2010). 
     HAVCR1, also known as hepatitis A virus cellular receptor 1 or KIM-1, encodes a membrane receptor protein for both human hepatitis A virus and TIMD4 and may be involved in the moderation of asthma and allergic diseases (RefSeq, 2002). HAVCR1 was described as a novel biomarker candidate associated with ovarian clear cell carcinoma and renal cell carcinoma (Bonventre, 2014; Kobayashi et al., 2015). HAVCR1 was shown to activate the IL-6/STAT-3/HIF-1A axis in clear cell renal cell carcinoma-derived cell lines and determines tumor progression and patient outcome (Cuadros et al., 2014). Constitutive expression of HAVCR1 in the kidney was described as a potential susceptibility trait for clear cell renal cell carcinoma development (Cuadros et al., 2013). Furthermore, enhanced HAVCR1 ecto-domain shedding was shown to promote an invasive phenotype in vitro and more aggressive tumors in vivo (Cuadros et al., 2013). HAVCR1 was described as being up-regulated in renal cell and ovarian clear cell carcinomas and colorectal cancer (Wang et al., 2013b). HAVCR1 up-regulation was described as a potential diagnostic biomarker for colorectal cancer and a prognostic marker for a longer disease-free interval after surgery, which may also be involved in the metastatic cascade in colorectal cancer (Wang et al., 2013b). HAVCR1 was shown to be associated with T cell large granular lymphocyte leukemia (Wlodarski et al., 2008). 
     HORMAD1 (also called CT46) encodes a HORMA domain-containing protein that may play a role in meiosis. HORMA domains are involved in chromatin binding and cell cycle regulation (RefSeq, 2002). HORMAD1 is a cancer/testis antigen over-expressed in different cancer types including breast, gastric and ovarian cancer and thereby a potential biomarker and immunotherapeutic target (Yao et al., 2014; Shahzad et al., 2013; Chen et al., 2005; Aung et al., 2006; Adelaide et al., 2007). HORMAD1 down-regulation leads to reduction of invasion, migration and tumor weight and decreased VEGF protein levels (Shahzad et al., 2013). 
     HSF2BP encodes the HSF2 binding protein which associates with HSF2 and may be involved in modulating HSF2 activation (RefSeq, 2002). 
     HSF4 encodes heat-shock transcription factor 4, which activates heat-shock response genes under conditions of heat or other stresses (RefSeq, 2002). HSF4 was shown to be down-regulated in glioblastoma (Mustafa et al., 2010). 
     HTR3A encodes a 5-hydroxytryptamine (serotonin) receptor belonging to the ligand-gated ion channel receptor superfamily that causes fast, depolarizing responses in neurons after activation (RefSeq, 2002). HTR3A (also called 5-HT3) is de-regulated in several cancer types for example a down-regulation in mantle cell lymphomas, a differential expression in diverse B cell tumors and a decreased expression in breast cancer cell lines (Pai et al., 2009; Rinaldi et al., 2010; Ek et al., 2002). 
     IGF2BP1, also known as CRD-BP, encodes a member of the insulin-like growth factor 2 mRNA-binding protein family which functions by binding to the mRNAs of certain genes and regulating their translation (RefSeq, 2002). Two members of the IGF2 mRNA binding protein family, including IGF2BP1 were described as bona fide oncofetal proteins which are de novo synthesized in various human cancers and which may be powerful posttranscriptional oncogenes enhancing tumor growth, drug-resistance and metastasis (Lederer et al., 2014). Expression of IGF2BP1 was reported to correlate with an overall poor prognosis and metastasis in various human cancers (Lederer et al., 2014). Thus, IGF2BP1 was suggested to be a powerful biomarker and candidate target for cancer therapy (Lederer et al., 2014). IGF2BP family members were described to be highly associated with cancer metastasis and expression of oncogenic factors such as KRAS, MYC and MDR1 (Bell et al., 2013). IGF2BP1 was shown to interact with C-MYC and was found to be expressed in the vast majority of colon and breast tumors and sarcomas as well as in benign tumors such as breast fibroadenomas and meningiomas (Ioannidis et al., 2003). IGF2BP1 was shown to be up-regulated in hepatocellular carcinoma and basal cell carcinoma (Noubissi et al., 2014; Zhang et al., 2015a). Up-regulation of IGF2BP1 and other genes was shown to be significantly associated with poor post-surgery prognosis in hepatocellular carcinoma (Zhang et al., 2015a). IGF2BP1 was shown to be a target of the tumor suppressor miR-9 and miR-372 in hepatocellular carcinoma and in renal cell carcinoma, respectively (Huang et al., 2015; Zhang et al., 2015a). Loss of stromal IGF2BP1 was shown to promote a tumorigenic microenvironment in the colon, indicating that IGF2BP1 plays a tumor-suppressive role in colon stromal cells (Hamilton et al., 2015). IGF2BP1 was shown to be associated with stage 4 tumors, decreased patient survival and MYCN gene amplification in neuroblastoma and may therefore be a potential oncogene and an independent negative prognostic factor in neuroblastoma (Bell et al., 2015). IGF2BP1 was described as a direct target of WNT/β-catenin signaling which regulates GLI1 expression and activities in the development of basal cell carcinoma (Noubissi et al., 2014). 
     IGF2BP3 encodes insulin-like growth factor II mRNA binding protein 3, an oncofetal protein, which represses translation of insulin-like growth factor II (RefSeq, 2002). Several studies have shown that IGF2BP3 acts in various important aspects of cell function, such as cell polarization, migration, morphology, metabolism, proliferation and differentiation. In vitro studies have shown that IGF2BP3 promotes tumor cell proliferation, adhesion, and invasion. Furthermore, IGF2BP3 has been shown to be associated with aggressive and advanced cancers (Bell et al., 2013; Gong et al., 2014). IGF2BP3 over-expression has been described in numerous tumor types and correlated with poor prognosis, advanced tumor stage and metastasis, as for example in neuroblastoma, colorectal carcinoma, intrahepatic cholangiocarcinoma, hepatocellular carcinoma, prostate cancer, and renal cell carcinoma (Bell et al., 2013; Findeis-Hosey and Xu, 2012; Hu et al., 2014; Szarvas et al., 2014; Jeng et al., 2009; Chen et al., 2011; Chen et al., 2013; Hoffmann et al., 2008; Lin et al., 2013; Yuan et al., 2009). 
     MAGEA3 encodes melanoma-associated antigen family member A3. MAGEA3 is widely known as cancer-testis antigen (RefSeq, 2002; Pineda et al., 2015; De et al., 1994). MAGEA3 has been known long time for being used in therapeutic vaccination trials of metastatic melanoma cancer. The currently performed percutaneous peptide immunization with MAGEA3 and 4 other antigens of patients with advanced malignant melanoma was shown to contribute significantly to longer overall survival by complete responders compared to incomplete responders (Coulie et al., 2002; Fujiyama et al., 2014). In NSCLC, MAGEA3 was shown to be frequently expressed. The expression of MAGEA3 correlated with higher number of tumor necrosis in NSCLC tissue samples and was shown to inhibit the proliferation and invasion and promote the apoptosis in lung cancer cell line. By the patients with adenocarcinomas, the expression of MAGEA3 was associated with better survival. The whole cell anti MAGEA3 vaccine is currently under the investigation in the promising phase III clinical trial for treatment of NSCLC (Perez et al., 2011; Reck, 2012; Hall et al., 2013; Grah et al., 2014; Liu et al., 2015). MAGEA3 together with 4 other genes was shown to be frequently expressed in HCC. The expression of those genes was correlated with the number of circulating tumor cells, high tumor grade and advanced stage in HCC patients. The frequency of liver metastasis was shown to be significantly higher in cases with tumor samples that expressed MAGE3 than in those that did not express this gene (Bahnassy et al., 2014; Hasegawa et al., 1998). Cancer stem cell-like side populations isolated from a bladder cancer cell line as well as from lung, colon, or breast cancer cell lines showed expression of MAGEA3 among other cancer-testis antigens. In general, cancer stem cells are known for being resistant to current cancer therapy and cause post-therapeutic cancer recurrence and progression. 
     Thus, MAGEA3 may serve as a novel target for immunotherapeutic treatment in particular of bladder cancer (Yamada et al., 2013; Yin et al., 2014). In head and neck squamous cell carcinoma, the expression of MAGEA3 was shown to be associated with better disease-free survival (Zamuner et al., 2015). Furthermore, MAGEA3 can be used as a prognostic marker for ovarian cancer (Szajnik et al., 2013). 
     MAGEA4, also known as MAGE4, encodes a member of the MAGEA gene family and is located on chromosome Xq28 (RefSeq, 2002). MAGEA4 was described as a cancer testis antigen which was found to be expressed in a small fraction of classic seminomas but not in non-seminomatous testicular germ cell tumors, in breast carcinoma, Epstein-Barr Virus-negative cases of Hodgkin&#39;s lymphoma, esophageal carcinoma, lung carcinoma, bladder carcinoma, head and neck carcinoma, and colorectal cancer, oral squamous cell carcinoma, and hepatocellular carcinoma (Ries et al., 2005; Bode et al., 2014; Li et al., 2005; Ottaviani et al., 2006; Hennard et al., 2006; Chen et al., 2003). MAGEA4 was shown to be frequently expressed in primary mucosal melanomas of the head and neck and thus may be a potential target for cancer testis antigen-based immunotherapy (Prasad et al., 2004). MAGEA4 was shown to be preferentially expressed in cancer stem-like cells derived from LHK2 lung adenocarcinoma cells, SW480 colon adenocarcinoma cells and MCF7 breast adenocarcinoma cells (Yamada et al., 2013). Over-expression of MAGEA4 in spontaneously transformed normal oral keratinocytes was shown to promote growth by preventing cell cycle arrest and by inhibiting apoptosis mediated by the p53 transcriptional targets BAX and CDKN1A (Bhan et al., 2012). MAGEA4 was shown to be more frequently expressed in hepatitis C virus-infected patients with cirrhosis and late-stage hepatocellular carcinoma compared to patients with early stage hepatocellular carcinoma, thus making the detection of MAGEA4 transcripts potentially helpful to predict prognosis (Hussein et al., 2012). MAGEA4 was shown to be one of several cancer/testis antigens that are expressed in lung cancer and which may function as potential candidates in lung cancer patients for polyvalent immunotherapy (Kim et al., 2012). MAGEA4 was described as being up-regulated in esophageal carcinoma and hepatocellular carcinoma (Zhao et al., 2002; Wu et al., 2011). A MAGEA4-derived native peptide analogue called p286-1Y2L9L was described as a novel candidate epitope suitable to develop peptide vaccines against esophageal cancer (Wu et al., 2011). Several members of the MAGE gene family, including MAGEA4, were shown to be frequently mutated in melanoma (Caballero et al., 2010). 
     MAGEA6 encodes melanoma-associated antigen family member A6. MAGEA3 is widely known as cancer-testis antigen (RefSeq, 2002; Pineda et al., 2015; De et al., 1994). MAGEA6 was shown to be frequently expressed in melanoma, advanced myeloma, pediatric rhabdomyosarcoma, sarcoma, lung, bladder, prostate, breast, and colorectal cancers, head and neck squamous cell, esophageal squamous cell, and oral squamous cell carcinomas (Ries et al., 2005; Hasegawa et al., 1998; Gibbs et al., 2000; Dalerba et al., 2001; Otte et al., 2001; van der Bruggen et al., 2002; Lin et al., 2004; Tanaka et al., 1997). MAGEA6 expression has been associated with shorter progression-free survival in multiple myeloma patients. In contrast in head and neck squamous cell carcinoma, the expression of MAGEA6 was shown to be associated with better disease-free survival (van et al., 2011; Zamuner et al., 2015). MAGEA6 was among a set of genes overexpressed in a paclitaxel-resistant ovarian cancer cell line. Moreover, transfection of MAGEA6 also conferred increased drug resistance to paclitaxel-sensitive cells (Duan et al., 2003). MAGEA6 can be used as a prognostic marker for ovarian cancer (Szajnik et al., 2013). Cancer stem cell-like side populations isolated from lung, colon, or breast cancer cell lines showed expression of MAGEA6 among other cancer-testis antigens (Yamada et al., 2013). 
     MAGEA9, also known as MAGE9 or MAGE-A9, encodes a member of the MAGEA gene family and is located on chromosome Xq28 (RefSeq, 2002). High expression of MAGEA9 in tumor and stromal cells of non-small cell lung cancer was shown to be correlated with poor survival (Zhang et al., 2015b). MAGEA9 expression was described as an independent prognostic factor for the five-year overall survival rate in non-small cell lung cancer (Zhang et al., 2015b). MAGEA9 presence in newly diagnosed cases of multiple myeloma was shown to be associated with shorter overall survival (van et al., 2011). MAGEA9 was described as a renal cell carcinoma antigen whose application in dendritic cell vaccination in BALB/c mice was shown to result in rejection of low-dose RENCA-MAGEA9 renal cell carcinoma grafts (Herbert et al., 2010). MAGEA9 peptide-specific cytotoxic T-lymphocyte lines were shown to display high cytotoxic activity against peptide-loaded T2 cells and naturally MAGEA9 expressing renal cell carcinoma cell lines, which makes MAGEA9 a potential suitable target for immunotherapy of renal cell carcinoma (Oehlrich et al., 2005). MAGEA9 was shown to be one of the most commonly expressed cancer testis antigens in uterine cancers (Risinger et al., 2007). MAGEA9 was described as a MAGE family member, which is expressed in testicular cancer (Zhan et al., 2015). High MAGEA9 expression was shown to be associated with venous invasion and lymph node metastasis in colorectal cancer (Zhan et al., 2015). MAGEA9 expression was shown to be associated with a lower survival rate in colorectal cancer and high MAGEA9 expression was described as a poor prognostic factor in colorectal cancer patients (Zhan et al., 2015). Thus, MAGEA9 is expected to become a new target for colorectal cancer treatment (Zhan et al., 2015). MAGEA9 over-expression was shown to be predictive of poor prognosis in epithelial ovarian cancer, invasive ductal breast cancer, laryngeal squamous cell carcinoma and hepatocellular carcinoma (Gu et al., 2014; Han et al., 2014; Xu et al., 2014; Xu et al., 2015). MAGEA9 was shown to be up-regulated in laryngeal squamous cell carcinoma, invasive ductal breast cancer, epithelial ovarian cancer, colorectal cancer and hepatocellular carcinoma (Gu et al., 2014; Han et al., 2014; Xu et al., 2014; Xu et al., 2015; Zhan et al., 2015). 
     MAGEA9B encodes a duplication of the MAGEA9 protein on the X chromosome (RefSeq, 2002). MAGEA9B expression in tumor stage Ib non-small cell lung cancer is correlated with patient survival (Urgard et al., 2011). 
     MMP1 encodes a member of the peptidase M10 family of matrix metalloproteinases (MMPs). Proteins in this family are involved in the breakdown of extracellular matrix in normal physiological processes, such as embryonic development, reproduction, and tissue remodeling, as well as in disease processes, such as arthritis and metastasis (RefSeq, 2002). Many authors have demonstrated a positive correlation between the pattern of MMP expression and the tumor invasive and metastatic potential including: rectal and gastric cancer, lung carcinoma, breast, ovarian, prostate, thyroid cancer and brain tumors (Velinov et al., 2010). MMP1 was identified as a biomarker with tumor stage-dependent expression in laryngeal squamous cell carcinoma (Hui et al., 2015). Breast cancer patients with circulating tumor cells with epithelial-mesenchymal transition (CTC_EMT) in peripheral blood had significantly increased expression of MMP1 in tumor cells (p=0.02) and tumor associated stroma (p=0.05) than those of patients without CTC_EMT (Cierna et al., 2014). In a mouse model MMP1 expression and secretion was blocked by a specific anti-FGFR3 monoclonal antibody which substantially blocked tumor progression (Du et al., 2014). 
     Proteins of the matrix metalloproteinase (MMP) family are involved in the breakdown of extracellular matrix in normal physiological processes, such as embryonic development, reproduction, and tissue remodeling, as well as in disease processes, such as arthritis and metastasis. However, the enzyme encoded by this gene is activated intracellularly by furin within the constitutive secretory pathway. Also in contrast to other MMP&#39;s, this enzyme cleaves alpha 1-proteinase inhibitor but weakly degrades structural proteins of the extracellular matrix (RefSeq, 2002). MMP-11, also named stromelysin-3, is a member of the stromelysin subgroup belonging to MMPs superfamily, which has been detected in cancer cells, stromal cells and adjacent microenvironment. Differently, MMP-11 exerts a dual effect on tumors. On the one hand MMP-11 promotes cancer development by inhibiting apoptosis as well as enhancing migration and invasion of cancer cells; on the other hand MMP-11 plays a negative role against cancer development via suppressing metastasis in animal models. Overexpression of MMP-11 was discovered in sera of cancer patients compared with normal control group as well as in multiple tumor tissue specimens, such as gastric cancer, breast cancer, and pancreatic cancer (Zhang et al., 2016). MMP-11 was demonstrated to be over-expressed at mRNA level and protein level in CRC tissue than paired normal mucosa. Further MMP-11 expression was correlated with CRC lymph node metastasis; distant metastasis and TNM stage (Tian et al., 2015). MMP-11 overexpression is associated with aggressive tumor phenotype and unfavorable clinical outcome in upper urinary tract urothelial carcinomas (UTUC) and urinary bladder urothelial carcinomas (UBUC), suggesting it may serve as a novel prognostic and therapeutic target (Li et al., 2016). 
     MXRA5 encodes one of the matrix-remodeling associated proteins, which contains 7 leucine-rich repeats and 12 immunoglobulin-like C2-type domains related to perlecan (RefSeq, 2002). A Chinese study identified MXRA5 as the second most frequently mutated gene in non-small cell lung cancer (Xiong et al., 2012). In colon cancer, MXRA5 was shown to be over-expressed and might serve as a biomarker for early diagnosis and omental metastasis (Zou et al., 2002; Wang et al., 2013a). 
     RAD54 encodes a protein belonging to the DEAD-like helicase superfamily. It shares similarity with  Saccharomyces cerevisiae  RAD54 and RDH54, both of which are involved in homologous recombination and repair of DNA. This protein binds to double-stranded DNA, and displays ATPase activity in the presence of DNA. This gene is highly expressed in testis and spleen, which suggests active roles in meiotic and mitotic recombination (RefSeq, 2002). Homozygous mutations of RAD54B were observed in primary lymphoma and colon cancer (Hiramoto et al., 1999). RAD54B counteracts genome-destabilizing effects of direct binding of RAD51 to dsDNA in human tumor cells (Mason et al., 2015). 
     ZFP42 (also called REX1) encodes a zinc finger protein used as stem cell marker and essential for pluripotency and re-programming (Son et al., 2013; Mongan et al., 2006). The expression of ZFP42 is down-regulated in prostate cancer cells and renal cell carcinoma, but in contrast up-regulated in squamous cell carcinoma (Raman et al., 2006; Lee et al., 2010; Reinisch et al., 2011). ZFP42 inhibits the JAK/STAT signaling pathway via the regulation of SOCS3 expression, which modulates cell differentiation (Xu et al., 2008). 
     Stimulation of an immune response is dependent upon the presence of antigens recognized as foreign by the host immune system. The discovery of the existence of tumor associated antigens has raised the possibility of using a host&#39;s immune system to intervene in tumor growth. Various mechanisms of harnessing both the humoral and cellular arms of the immune system are currently being explored for cancer immunotherapy. 
     Specific elements of the cellular immune response are capable of specifically recognizing and destroying tumor cells. The isolation of T-cells from tumor-infiltrating cell populations or from peripheral blood suggests that such cells play an important role in natural immune defense against cancer. CD8-positive T-cells in particular, which recognize class I molecules of the major histocompatibility complex (MHC)-bearing peptides of usually 8 to 10 amino acid residues derived from proteins or defect ribosomal products (DRIPS) located in the cytosol, play an important role in this response. The MHC-molecules of the human are also designated as human leukocyte-antigens (HLA). 
     The term “T-cell response” means the specific proliferation and activation of effector functions induced by a peptide in vitro or in vivo. For MHC class I restricted cytotoxic T cells, effector functions may be lysis of peptide-pulsed, peptide-precursor pulsed or naturally peptide-presenting target cells, secretion of cytokines, preferably Interferon-gamma, TNF-alpha, or IL-2 induced by peptide, secretion of effector molecules, preferably granzymes or perforins induced by peptide, or degranulation. 
     The term “peptide” is used herein to designate a series of amino acid residues, connected one to the other typically by peptide bonds between the alpha-amino and carbonyl groups of the adjacent amino acids. The peptides are preferably 9 amino acids in length, but can be as short as 8 amino acids in length, and as long as 10, 11, 12, or 13 amino acids or longer, and in case of MHC class II peptides (elongated variants of the peptides of the invention) they can be as long as 14, 15, 16, 17, 18, 19 or 20 or more amino acids in length. 
     Furthermore, the term “peptide” shall include salts of a series of amino acid residues, connected one to the other typically by peptide bonds between the alpha-amino and carbonyl groups of the adjacent amino acids. Preferably, the salts are pharmaceutical acceptable salts of the peptides, such as, for example, the chloride or acetate (trifluoroacetate) salts. It has to be noted that the salts of the peptides according to the present invention differ substantially from the peptides in their state(s) in vivo, as the peptides are not salts in vivo. 
     The term “peptide” shall also include “oligopeptide”. The term “oligopeptide” is used herein to designate a series of amino acid residues, connected one to the other typically by peptide bonds between the alpha-amino and carbonyl groups of the adjacent amino acids. The length of the oligopeptide is not critical to the invention, as long as the correct epitope or epitopes are maintained therein. The oligopeptides are typically less than about 30 amino acid residues in length, and greater than about 15 amino acids in length. 
     The term “polypeptide” designates a series of amino acid residues, connected one to the other typically by peptide bonds between the alpha-amino and carbonyl groups of the adjacent amino acids. The length of the polypeptide is not critical to the invention as long as the correct epitopes are maintained. In contrast to the terms peptide or oligopeptide, the term polypeptide is meant to refer to molecules containing more than about 30 amino acid residues. 
     A peptide, oligopeptide, protein or polynucleotide coding for such a molecule is “immunogenic” (and thus is an “immunogen” within the present invention), if it is capable of inducing an immune response. In the case of the present invention, immunogenicity is more specifically defined as the ability to induce a T-cell response. Thus, an “immunogen” would be a molecule that is capable of inducing an immune response, and in the case of the present invention, a molecule capable of inducing a T-cell response. In another aspect, the immunogen can be the peptide, the complex of the peptide with MHC, oligopeptide, and/or protein that is used to raise specific antibodies or TCRs against it. 
     A class I T cell “epitope” requires a short peptide that is bound to a class I MHC receptor, forming a ternary complex (MHC class I alpha chain, beta-2-microglobulin, and peptide) that can be recognized by a T cell bearing a matching T-cell receptor binding to the MHC/peptide complex with appropriate affinity. Peptides binding to MHC class I molecules are typically 8-14 amino acids in length, and most typically 9 amino acids in length. 
     In humans there are three different genetic loci that encode MHC class I molecules (the MHC-molecules of the human are also designated human leukocyte antigens (HLA)): HLA-A, HLA-B, and HLA-C. HLA-A*01, HLA-A*02, and HLA-B*07 are examples of different MHC class I alleles that can be expressed from these loci. 
     
       
         
           
               
             
               
                 TABLE 1 
               
             
            
               
                   
               
               
                 Expression frequencies F of HLA-A*02 and HLA-A*24 and the most frequent 
               
               
                 HLA-DR serotypes. Frequencies are deduced from haplotype frequencies Gf within the 
               
               
                 American population adapted from Mori et al. (Mori et al., 1997) employing the Hardy- 
               
               
                 Weinberg formula F = 1 − (1 − Gf) 2 . Combinations of A*02 or A*24 with certain HLA-DR 
               
               
                 alleles might be enriched or less frequent than expected from their single frequencies 
               
               
                 due to linkage disequilibrium. For details refer to Chanock et al. (Chanock et al., 2004). 
               
            
           
           
               
               
               
            
               
                   
                   
                 Calculated phenotype 
               
               
                 Allele 
                 Population 
                 from allele frequency 
               
               
                   
               
               
                 A*02 
                 Caucasian (North America) 
                  49.1% 
               
               
                 A*02 
                 African American (North America) 
                  34.1% 
               
               
                 A*02 
                 Asian American (North America) 
                  43.2% 
               
               
                 A*02 
                 Latin American (North American) 
                  48.3% 
               
               
                 DR1 
                 Caucasian (North America) 
                  19.4% 
               
               
                 DR2 
                 Caucasian (North America) 
                  28.2% 
               
               
                 DR3 
                 Caucasian (North America) 
                  20.6% 
               
               
                 DR4 
                 Caucasian (North America) 
                  30.7% 
               
               
                 DR5 
                 Caucasian (North America) 
                  23.3% 
               
               
                 DR6 
                 Caucasian (North America) 
                  26.7% 
               
               
                 DR7 
                 Caucasian (North America) 
                  24.8% 
               
               
                 DR8 
                 Caucasian (North America) 
                   5.7% 
               
               
                 DR9 
                 Caucasian (North America) 
                   2.1% 
               
               
                 DR1 
                 African (North) American 
                 13.20% 
               
               
                 DR2 
                 African (North) American 
                 29.80% 
               
               
                 DR3 
                 African (North) American 
                 24.80% 
               
               
                 DR4 
                 African (North) American 
                 11.10% 
               
               
                 DR5 
                 African (North) American 
                 31.10% 
               
               
                 DR6 
                 African (North) American 
                 33.70% 
               
               
                 DR7 
                 African (North) American 
                 19.20% 
               
               
                 DR8 
                 African (North) American 
                 12.10% 
               
               
                 DR9 
                 African (North) American 
                  5.80% 
               
               
                 DR1 
                 Asian (North) American 
                  6.80% 
               
               
                 DR2 
                 Asian (North) American 
                 33.80% 
               
               
                 DR3 
                 Asian (North) American 
                  9.20% 
               
               
                 DR4 
                 Asian (North) American 
                 28.60% 
               
               
                 DR5 
                 Asian (North) American 
                 30.00% 
               
               
                 DR6 
                 Asian (North) American 
                 25.10% 
               
               
                 DR7 
                 Asian (North) American 
                 13.40% 
               
               
                 DR8 
                 Asian (North) American 
                 12.70% 
               
               
                 DR9 
                 Asian (North) American 
                 18.60% 
               
               
                 DR1 
                 Latin (North) American 
                 15.30% 
               
               
                 DR2 
                 Latin (North) American 
                 21.20% 
               
               
                 DR3 
                 Latin (North) American 
                 15.20% 
               
               
                 DR4 
                 Latin (North) American 
                 36.80% 
               
               
                 DR5 
                 Latin (North) American 
                 20.00% 
               
               
                 DR6 
                 Latin (North) American 
                 31.10% 
               
               
                 DR7 
                 Latin (North) American 
                 20.20% 
               
               
                 DR8 
                 Latin (North) American 
                 18.60% 
               
               
                 DR9 
                 Latin (North) American 
                  2.10% 
               
               
                 A*24 
                 Philippines 
                   65% 
               
               
                 A*24 
                 Russia Nenets 
                   61% 
               
               
                 A*24:02 
                 Japan 
                   59% 
               
               
                 A*24 
                 Malaysia 
                   58% 
               
               
                 A*24:02 
                 Philippines 
                   54% 
               
               
                 A*24 
                 India 
                   47% 
               
               
                 A*24 
                 South Korea 
                   40% 
               
               
                 A*24 
                 Sri Lanka 
                   37% 
               
               
                 A*24 
                 China 
                   32% 
               
               
                 A*24:02 
                 India 
                   29% 
               
               
                 A*24 
                 Australia West 
                   22% 
               
               
                 A*24 
                 USA 
                   22% 
               
               
                 A*24 
                 Russia Samara 
                   20% 
               
               
                 A*24 
                 South America 
                   20% 
               
               
                 A*24 
                 Europe 
                   18% 
               
               
                   
               
            
           
         
       
     
     The peptides of the invention, preferably when included into a vaccine of the invention as described herein bind to A*02. A vaccine may also include pan-binding MHC class II peptides. Therefore, the vaccine of the invention can be used to treat cancer in patients that are A*02 positive, whereas no selection for MHC class II allotypes is necessary due to the pan-binding nature of these peptides. 
     If A*02 peptides of the invention are combined with peptides binding to another allele, for example A*24, a higher percentage of any patient population can be treated compared with addressing either MHC class I allele alone. While in most populations less than 50% of patients could be addressed by either allele alone, a vaccine comprising HLA-A*24 and HLA-A*02 epitopes can treat at least 60% of patients in any relevant population. Specifically, the following percentages of patients will be positive for at least one of these alleles in various regions: USA 61%, Western Europe 62%, China 75%, South Korea 77%, Japan 86% (calculated from allelefrequencies.net). 
     In a preferred embodiment, the term “nucleotide sequence” refers to a heteropolymer of deoxyribonucleotides. 
     The nucleotide sequence coding for a particular peptide, oligopeptide, or polypeptide may be naturally occurring or they may be synthetically constructed. Generally, DNA segments encoding the peptides, polypeptides, and proteins of this invention are assembled from cDNA fragments and short oligonucleotide linkers, or from a series of oligonucleotides, to provide a synthetic gene that is capable of being expressed in a recombinant transcriptional unit comprising regulatory elements derived from a microbial or viral operon. 
     As used herein the term “a nucleotide coding for (or encoding) a peptide” refers to a nucleotide sequence coding for the peptide including artificial (man-made) start and stop codons compatible for the biological system the sequence is to be expressed by, for example, a dendritic cell or another cell system useful for the production of TCRs. 
     As used herein, reference to a nucleic acid sequence includes both single stranded and double stranded nucleic acid. Thus, for example for DNA, the specific sequence, unless the context indicates otherwise, refers to the single strand DNA of such sequence, the duplex of such sequence with its complement (double stranded DNA) and the complement of such sequence. 
     The term “coding region” refers to that portion of a gene which either naturally or normally codes for the expression product of that gene in its natural genomic environment, i.e., the region coding in vivo for the native expression product of the gene. 
     The coding region can be derived from a non-mutated (“normal”), mutated or altered gene, or can even be derived from a DNA sequence, or gene, wholly synthesized in the laboratory using methods well known to those of skill in the art of DNA synthesis. 
     The term “expression product” means the polypeptide or protein that is the natural translation product of the gene and any nucleic acid sequence coding equivalents resulting from genetic code degeneracy and thus coding for the same amino acid(s). 
     The term “fragment”, when referring to a coding sequence, means a portion of DNA comprising less than the complete coding region, whose expression product retains essentially the same biological function or activity as the expression product of the complete coding region. 
     The term “DNA segment” refers to a DNA polymer, in the form of a separate fragment or as a component of a larger DNA construct, which has been derived from DNA isolated at least once in substantially pure form, i.e., free of contaminating endogenous materials and in a quantity or concentration enabling identification, manipulation, and recovery of the segment and its component nucleotide sequences by standard biochemical methods, for example, by using a cloning vector. Such segments are provided in the form of an open reading frame uninterrupted by internal non-translated sequences, or introns, which are typically present in eukaryotic genes. Sequences of non-translated DNA may be present downstream from the open reading frame, where the same do not interfere with manipulation or expression of the coding regions. 
     The term “primer” means a short nucleic acid sequence that can be paired with one strand of DNA and provides a free 3′-OH end at which a DNA polymerase starts synthesis of a deoxyribonucleotide chain. 
     The term “promoter” means a region of DNA involved in binding of RNA polymerase to initiate transcription. 
     The term “isolated” means that the material is removed from its original environment (e.g., the natural environment, if it is naturally occurring). For example, a naturally-occurring polynucleotide or polypeptide present in a living animal is not isolated, but the same polynucleotide or polypeptide, separated from some or all of the coexisting materials in the natural system, is isolated. Such polynucleotides could be part of a vector and/or such polynucleotides or polypeptides could be part of a composition, and still be isolated in that such vector or composition is not part of its natural environment. 
     The polynucleotides, and recombinant or immunogenic polypeptides, disclosed in accordance with the present invention may also be in “purified” form. The term “purified” does not require absolute purity; rather, it is intended as a relative definition, and can include preparations that are highly purified or preparations that are only partially purified, as those terms are understood by those of skill in the relevant art. For example, individual clones isolated from a cDNA library have been conventionally purified to electrophoretic homogeneity. Purification of starting material or natural material to at least one order of magnitude, preferably two or three orders, and more preferably four or five orders of magnitude is expressly contemplated. Furthermore, a claimed polypeptide which has a purity of preferably 99.999%, or at least 99.99% or 99.9%; and even desirably 99% by weight or greater is expressly encompassed. 
     The nucleic acids and polypeptide expression products disclosed according to the present invention, as well as expression vectors containing such nucleic acids and/or such polypeptides, may be in “enriched form”. As used herein, the term “enriched” means that the concentration of the material is at least about 2, 5, 10, 100, or 1000 times its natural concentration (for example), advantageously 0.01%, by weight, preferably at least about 0.1% by weight. Enriched preparations of about 0.5%, 1%, 5%, 10%, and 20% by weight are also contemplated. The sequences, constructs, vectors, clones, and other materials comprising the present invention can advantageously be in enriched or isolated form. The term “active fragment” means a fragment, usually of a peptide, polypeptide or nucleic acid sequence, that generates an immune response (i.e., has immunogenic activity) when administered, alone or optionally with a suitable adjuvant or in a vector, to an animal, such as a mammal, for example, a rabbit or a mouse, and also including a human, such immune response taking the form of stimulating a T-cell response within the recipient animal, such as a human. Alternatively, the “active fragment” may also be used to induce a T-cell response in vitro. 
     As used herein, the terms “portion”, “segment” and “fragment”, when used in relation to polypeptides, refer to a continuous sequence of residues, such as amino acid residues, which sequence forms a subset of a larger sequence. For example, if a polypeptide were subjected to treatment with any of the common endopeptidases, such as trypsin or chymotrypsin, the oligopeptides resulting from such treatment would represent portions, segments or fragments of the starting polypeptide. When used in relation to polynucleotides, these terms refer to the products produced by treatment of said polynucleotides with any of the endonucleases. 
     In accordance with the present invention, the term “percent identity” or “percent identical”, when referring to a sequence, means that a sequence is compared to a claimed or described sequence after alignment of the sequence to be compared (the “Compared Sequence”) with the described or claimed sequence (the “Reference Sequence”). The percent identity is then determined according to the following formula: 
       percent identity=100[1−( C/R )]
 
     wherein C is the number of differences between the Reference Sequence and the Compared Sequence over the length of alignment between the Reference Sequence and the Compared Sequence, wherein 
     (i) each base or amino acid in the Reference Sequence that does not have a corresponding aligned base or amino acid in the Compared Sequence and 
     (ii) each gap in the Reference Sequence and 
     (iii) each aligned base or amino acid in the Reference Sequence that is different from an aligned base or amino acid in the Compared Sequence, constitutes a difference and 
     (iv) the alignment has to start at position 1 of the aligned sequences; 
     and R is the number of bases or amino acids in the Reference Sequence over the length of the alignment with the Compared Sequence with any gap created in the Reference Sequence also being counted as a base or amino acid. 
     If an alignment exists between the Compared Sequence and the Reference Sequence for which the percent identity as calculated above is about equal to or greater than a specified minimum Percent Identity then the Compared Sequence has the specified minimum percent identity to the Reference Sequence even though alignments may exist in which the herein above calculated percent identity is less than the specified percent identity. 
     As mentioned above, the present invention thus provides a peptide comprising a sequence that is selected from the group of consisting of SEQ ID NO: 1 to SEQ ID NO: 288 or a variant thereof which is 88% homologous to SEQ ID NO: 1 to SEQ ID NO: 288, or a variant thereof that will induce T cells cross-reacting with said peptide. The peptides of the invention have the ability to bind to a molecule of the human major histocompatibility complex (MHC) class-I or elongated versions of said peptides to class II. 
     In the present invention, the term “homologous” refers to the degree of identity (see percent identity above) between sequences of two amino acid sequences, i.e. peptide or polypeptide sequences. The aforementioned “homology” is determined by comparing two sequences aligned under optimal conditions over the sequences to be compared. Such a sequence homology can be calculated by creating an alignment using, for example, the ClustalW algorithm. Commonly available sequence analysis software, more specifically, Vector NTI, GENETYX or other tools are provided by public databases. 
     A person skilled in the art will be able to assess, whether T cells induced by a variant of a specific peptide will be able to cross-react with the peptide itself (Appay et al., 2006; Colombetti et al., 2006; Fong et al., 2001; Zaremba et al., 1997). 
     By a “variant” of the given amino acid sequence the inventors mean that the side chains of, for example, one or two of the amino acid residues are altered (for example by replacing them with the side chain of another naturally occurring amino acid residue or some other side chain) such that the peptide is still able to bind to an HLA molecule in substantially the same way as a peptide consisting of the given amino acid sequence in consisting of SEQ ID NO: 1 to SEQ ID NO: 288. For example, a peptide may be modified so that it at least maintains, if not improves, the ability to interact with and bind to the binding groove of a suitable MHC molecule, such as HLA-A*02 or -DR, and in that way it at least maintains, if not improves, the ability to bind to the TCR of activated T cells. 
     These T cells can subsequently cross-react with cells and kill cells that express a polypeptide that contains the natural amino acid sequence of the cognate peptide as defined in the aspects of the invention. As can be derived from the scientific literature and databases (Rammensee et al., 1999; Godkin et al., 1997), certain positions of HLA binding peptides are typically anchor residues forming a core sequence fitting to the binding motif of the HLA receptor, which is defined by polar, electrophysical, hydrophobic and spatial properties of the polypeptide chains constituting the binding groove. Thus, one skilled in the art would be able to modify the amino acid sequences set forth in SEQ ID NO: 1 to SEQ ID NO 288, by maintaining the known anchor residues, and would be able to determine whether such variants maintain the ability to bind MHC class I or II molecules. The variants of the present invention retain the ability to bind to the TCR of activated T cells, which can subsequently cross-react with and kill cells that express a polypeptide containing the natural amino acid sequence of the cognate peptide as defined in the aspects of the invention. 
     The original (unmodified) peptides as disclosed herein can be modified by the substitution of one or more residues at different, possibly selective, sites within the peptide chain, if not otherwise stated. Preferably those substitutions are located at the end of the amino acid chain. Such substitutions may be of a conservative nature, for example, where one amino acid is replaced by an amino acid of similar structure and characteristics, such as where a hydrophobic amino acid is replaced by another hydrophobic amino acid. Even more conservative would be replacement of amino acids of the same or similar size and chemical nature, such as where leucine is replaced by isoleucine. In studies of sequence variations in families of naturally occurring homologous proteins, certain amino acid substitutions are more often tolerated than others, and these are often show correlation with similarities in size, charge, polarity, and hydrophobicity between the original amino acid and its replacement, and such is the basis for defining “conservative substitutions.” 
     Conservative substitutions are herein defined as exchanges within one of the following five groups: Group 1-small aliphatic, nonpolar or slightly polar residues (Ala, Ser, Thr, Pro, Gly); Group 2-polar, negatively charged residues and their amides (Asp, Asn, Glu, Gln); Group 3-polar, positively charged residues (His, Arg, Lys); Group 4-large, aliphatic, nonpolar residues (Met, Leu, Ile, Val, Cys); and Group 5-large, aromatic residues (Phe, Tyr, Trp). 
     Less conservative substitutions might involve the replacement of one amino acid by another that has similar characteristics but is somewhat different in size, such as replacement of an alanine by an isoleucine residue. Highly non-conservative replacements might involve substituting an acidic amino acid for one that is polar, or even for one that is basic in character. Such “radical” substitutions cannot, however, be dismissed as potentially ineffective since chemical effects are not totally predictable and radical substitutions might well give rise to serendipitous effects not otherwise predictable from simple chemical principles. 
     Of course, such substitutions may involve structures other than the common L-amino acids. Thus, D-amino acids might be substituted for the L-amino acids commonly found in the antigenic peptides of the invention and yet still be encompassed by the disclosure herein. In addition, non-standard amino acids (i.e., other than the common naturally occurring proteinogenic amino acids) may also be used for substitution purposes to produce immunogens and immunogenic polypeptides according to the present invention. 
     If substitutions at more than one position are found to result in a peptide with substantially equivalent or greater antigenic activity as defined below, then combinations of those substitutions will be tested to determine if the combined substitutions result in additive or synergistic effects on the antigenicity of the peptide. At most, no more than four positions within the peptide would be simultaneously substituted. 
     A peptide consisting essentially of the amino acid sequence as indicated herein can have one or two non-anchor amino acids (see below regarding the anchor motif) exchanged without that the ability to bind to a molecule of the human major histocompatibility complex (MHC) class-I or -II is substantially changed or is negatively affected, when compared to the non-modified peptide. In another embodiment, in a peptide consisting essentially of the amino acid sequence as indicated herein, one or two amino acids can be exchanged with their conservative exchange partners (see herein below) without that the ability to bind to a molecule of the human major histocompatibility complex (MHC) class-I or -II is substantially changed, or is negatively affected, when compared to the non-modified peptide. 
     The amino acid residues that do not substantially contribute to interactions with the T-cell receptor can be modified by replacement with other amino acids whose incorporation do not substantially affect T-cell reactivity and does not eliminate binding to the relevant MHC. Thus, apart from the proviso given, the peptide of the invention may be any peptide (by which term the inventors include oligopeptide or polypeptide), which includes the amino acid sequences or a portion or variant thereof as given. 
     
       
         
           
               
             
               
                 TABLE 2 
               
               
                   
               
               
                 Variants and motif of the peptides according to SEQ ID NO.: 4, 13, and 15 
               
               
                   
               
             
            
               
                   
               
            
           
           
               
               
               
               
               
               
               
               
               
               
            
               
                 Position 
                 1 
                 2 
                 3 
                 4 
                 5 
                 6 
                 7 
                 8 
                 9 
               
               
                   
               
               
                 SEQ ID NO. 4 
                 V 
                 L 
                 F 
                 G 
                 E 
                 L 
                 P 
                 A 
                 L 
               
               
                 Variants 
                   
                   
                   
                   
                   
                   
                   
                   
                 V 
               
               
                   
                   
                   
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                   
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
                   
                 M 
                   
                   
                   
                   
                   
                   
                 V 
               
               
                   
                   
                 M 
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                 M 
                   
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 M 
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
                   
                 A 
                   
                   
                   
                   
                   
                   
                 V 
               
               
                   
                   
                 A 
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                 A 
                   
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 A 
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
                   
                 V 
                   
                   
                   
                   
                   
                   
                 V 
               
               
                   
                   
                 V 
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                 V 
                   
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 V 
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
                   
                 T 
                   
                   
                   
                   
                   
                   
                 V 
               
               
                   
                   
                 T 
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                 T 
                   
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 T 
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
                   
                 Q 
                   
                   
                   
                   
                   
                   
                 V 
               
               
                   
                   
                 Q 
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                 Q 
                   
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 Q 
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
               
               
                 Position 
                 1 
                 2 
                 3 
                 4 
                 5 
                 6 
                 7 
                 8 
                 9 
               
               
                   
               
               
                 SEQ ID NO. 15 
                 G 
                 L 
                 P 
                 S 
                 A 
                 T 
                 T 
                 T 
                 V 
               
               
                 Variants 
                   
                 I 
                   
                   
                   
                   
                   
                   
                 L 
               
               
                   
                   
                 I 
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                 I 
                   
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 I 
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
                   
                 M 
                   
                   
                   
                   
                   
                   
                 L 
               
               
                   
                   
                 M 
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                 M 
                   
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 M 
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
                   
                 A 
                   
                   
                   
                   
                   
                   
                 L 
               
               
                   
                   
                 A 
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                 A 
                   
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 A 
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
                   
                 V 
                   
                   
                   
                   
                   
                   
                 L 
               
               
                   
                   
                 V 
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                 V 
                   
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 V 
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
                   
                 T 
                   
                   
                   
                   
                   
                   
                 L 
               
               
                   
                   
                 T 
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                 T 
                   
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 T 
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
                   
                 Q 
                   
                   
                   
                   
                   
                   
                 L 
               
               
                   
                   
                 Q 
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                 Q 
                   
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 Q 
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
               
               
                 Position 
                 1 
                 2 
                 3 
                 4 
                 5 
                 6 
                 7 
                 8 
                 9 
               
               
                   
               
               
                 SEQ ID NO. 13 
                 R 
                 L 
                 H 
                 D 
                 E 
                 N 
                 I 
                 L 
                 L 
               
               
                 Variants 
                   
                   
                   
                   
                   
                   
                   
                   
                 V 
               
               
                   
                   
                   
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                   
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
                   
                 M 
                   
                   
                   
                   
                   
                   
                 V 
               
               
                   
                   
                 M 
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                 M 
                   
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 M 
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
                   
                 A 
                   
                   
                   
                   
                   
                   
                 V 
               
               
                   
                   
                 A 
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                 A 
                   
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 A 
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
                   
                 V 
                   
                   
                   
                   
                   
                   
                 V 
               
               
                   
                   
                 V 
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                 V 
                   
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 V 
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
                   
                 T 
                   
                   
                   
                   
                   
                   
                 V 
               
               
                   
                   
                 T 
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                 T 
                   
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 T 
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
                   
                 Q 
                   
                   
                   
                   
                   
                   
                 V 
               
               
                   
                   
                 Q 
                   
                   
                   
                   
                   
                   
                 I 
               
               
                   
                   
                 Q 
                   
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 Q 
                   
                   
                   
                   
                   
                   
                 A 
               
               
                   
               
            
           
         
       
     
     Longer (elongated) peptides may also be suitable. It is possible that MHC class I epitopes, although usually between 8 and 11 amino acids long, are generated by peptide processing from longer peptides or proteins that include the actual epitope. It is preferred that the residues that flank the actual epitope are residues that do not substantially affect proteolytic cleavage necessary to expose the actual epitope during processing. 
     The peptides of the invention can be elongated by up to four amino acids, that is 1, 2, 3 or 4 amino acids can be added to either end in any combination between 4:0 and 0:4. Combinations of the elongations according to the invention can be found in Table 3. 
     
       
         
           
               
             
               
                 TABLE 3 
               
             
            
               
                   
               
               
                 Combinations of the elongations  
               
               
                 of peptides of the invention 
               
            
           
           
               
               
            
               
                 C-terminus 
                 N-terminus 
               
               
                   
               
               
                 4 
                 0 
               
               
                 3 
                 0 or 1 
               
               
                 2 
                 0 or 1 or 2 
               
               
                 1 
                 0 or 1 or 2 or 3 
               
               
                 0 
                 0 or 1 or 2 or 3 or 4 
               
               
                 4 
                 0 
               
               
                 3 
                 0 or 1 
               
               
                 2 
                 0 or 1 or 2 
               
               
                 1 
                 0 or 1 or 2 or 3 
               
               
                 0 
                 0 or 1 or 2 or 3 or 4 
               
               
                   
               
            
           
         
       
     
     The amino acids for the elongation/extension can be the peptides of the original sequence of the protein or any other amino acid(s). The elongation can be used to enhance the stability or solubility of the peptides. 
     Thus, the epitopes of the present invention may be identical to naturally occurring tumor-associated or tumor-specific epitopes or may include epitopes that differ by no more than four residues from the reference peptide, as long as they have substantially identical antigenic activity. 
     In an alternative embodiment, the peptide is elongated on either or both sides by more than 4 amino acids, preferably to a total length of up to 30 amino acids. This may lead to MHC class II binding peptides. Binding to MHC class II can be tested by methods known in the art. 
     Accordingly, the present invention provides peptides and variants of MHC class I epitopes, wherein the peptide or variant has an overall length of between 8 and 100, preferably between 8 and 30, and most preferred between 8 and 14, namely 8, 9, 10, 11, 12, 13, 14 amino acids, in case of the elongated class II binding peptides the length can also be 15, 16, 17, 18, 19, 20, 21 or 22 amino acids. 
     Of course, the peptide or variant according to the present invention will have the ability to bind to a molecule of the human major histocompatibility complex (MHC) class I or II. Binding of a peptide or a variant to a MHC complex may be tested by methods known in the art. 
     Preferably, when the T cells specific for a peptide according to the present invention are tested against the substituted peptides, the peptide concentration at which the substituted peptides achieve half the maximal increase in lysis relative to background is no more than about 1 mM, preferably no more than about 1 μM, more preferably no more than about 1 nM, and still more preferably no more than about 100 pM, and most preferably no more than about 10 pM. It is also preferred that the substituted peptide be recognized by T cells from more than one individual, at least two, and more preferably three individuals. 
     In a particularly preferred embodiment of the invention the peptide consists or consists essentially of an amino acid sequence according to SEQ ID NO: 1 to SEQ ID NO: 288. 
     “Consisting essentially of” shall mean that a peptide according to the present invention, in addition to the sequence according to any of SEQ ID NO: 1 to SEQ ID NO 288 or a variant thereof contains additional N- and/or C-terminally located stretches of amino acids that are not necessarily forming part of the peptide that functions as an epitope for MHC molecules epitope. 
     Nevertheless, these stretches can be important to provide an efficient introduction of the peptide according to the present invention into the cells. In one embodiment of the present invention, the peptide is part of a fusion protein which comprises, for example, the 80 N-terminal amino acids of the HLA-DR antigen-associated invariant chain (p33, in the following “Ii”) as derived from the NCBI, GenBank Accession number X00497. In other fusions, the peptides of the present invention can be fused to an antibody as described herein, or a functional part thereof, in particular into a sequence of an antibody, so as to be specifically targeted by said antibody, or, for example, to or into an antibody that is specific for dendritic cells as described herein. 
     In addition, the peptide or variant may be modified further to improve stability and/or binding to MHC molecules in order to elicit a stronger immune response. Methods for such an optimization of a peptide sequence are well known in the art and include, for example, the introduction of reverse peptide bonds or non-peptide bonds. 
     In a reverse peptide bond amino acid residues are not joined by peptide (—CO—NH—) linkages but the peptide bond is reversed. Such retro-inverso peptidomimetics may be made using methods known in the art, for example such as those described in Meziere et al (1997) (Meziere et al., 1997), incorporated herein by reference. This approach involves making pseudopeptides containing changes involving the backbone, and not the orientation of side chains. Meziere et al. (Meziere et al., 1997) show that for MHC binding and T helper cell responses, these pseudopeptides are useful. Retro-inverse peptides, which contain NH—CO bonds instead of CO—NH peptide bonds, are much more resistant to proteolysis. 
     A non-peptide bond is, for example, —CH 2 —NH, —CH 2 S—, —CH 2 CH 2 —, —CH═CH—, —COCH 2 —, —CH(OH)CH 2 —, and —CH 2 SO—. U.S. Pat. No. 4,897,445 provides a method for the solid phase synthesis of non-peptide bonds (—CH 2 —NH) in polypeptide chains which involves polypeptides synthesized by standard procedures and the non-peptide bond synthesized by reacting an amino aldehyde and an amino acid in the presence of NaCNBH 3 . 
     Peptides comprising the sequences described above may be synthesized with additional chemical groups present at their amino and/or carboxy termini, to enhance the stability, bioavailability, and/or affinity of the peptides. For example, hydrophobic groups such as carbobenzoxyl, dansyl, or t-butyloxycarbonyl groups may be added to the peptides&#39; amino termini. Likewise, an acetyl group or a 9-fluorenylmethoxy-carbonyl group may be placed at the peptides&#39; amino termini. Additionally, the hydrophobic group, t-butyloxycarbonyl, or an amido group may be added to the peptides&#39; carboxy termini. 
     Further, the peptides of the invention may be synthesized to alter their steric configuration. For example, the D-isomer of one or more of the amino acid residues of the peptide may be used, rather than the usual L-isomer. Still further, at least one of the amino acid residues of the peptides of the invention may be substituted by one of the well-known non-naturally occurring amino acid residues. Alterations such as these may serve to increase the stability, bioavailability and/or binding action of the peptides of the invention. 
     Similarly, a peptide or variant of the invention may be modified chemically by reacting specific amino acids either before or after synthesis of the peptide. Examples for such modifications are well known in the art and are summarized e.g. in R. Lundblad, Chemical Reagents for Protein Modification, 3rd ed. CRC Press, 2004 (Lundblad, 2004), which is incorporated herein by reference. Chemical modification of amino acids includes but is not limited to, modification by acylation, amidination, pyridoxylation of lysine, reductive alkylation, trinitrobenzylation of amino groups with 2,4,6-trinitrobenzene sulphonic acid (TNBS), amide modification of carboxyl groups and sulphydryl modification by performic acid oxidation of cysteine to cysteic acid, formation of mercurial derivatives, formation of mixed disulphides with other thiol compounds, reaction with maleimide, carboxymethylation with iodoacetic acid or iodoacetamide and carbamoylation with cyanate at alkaline pH, although without limitation thereto. In this regard, the skilled person is referred to Chapter 15 of Current Protocols In Protein Science, Eds. Coligan et al. (John Wiley and Sons NY 1995-2000) (Coligan et al., 1995) for more extensive methodology relating to chemical modification of proteins. 
     Briefly, modification of e.g. arginyl residues in proteins is often based on the reaction of vicinal dicarbonyl compounds such as phenylglyoxal, 2,3-butanedione, and 1,2-cyclohexanedione to form an adduct. Another example is the reaction of methylglyoxal with arginine residues. Cysteine can be modified without concomitant modification of other nucleophilic sites such as lysine and histidine. As a result, a large number of reagents are available for the modification of cysteine. The websites of companies such as Sigma-Aldrich (sigma-aldrich.com) provide information on specific reagents. 
     Selective reduction of disulfide bonds in proteins is also common. Disulfide bonds can be formed and oxidized during the heat treatment of biopharmaceuticals. Woodward&#39;s Reagent K may be used to modify specific glutamic acid residues. N-(3-(dimethylamino)propyl)-N′-ethylcarbodiimide can be used to form intra-molecular crosslinks between a lysine residue and a glutamic acid residue. For example, diethylpyrocarbonate is a reagent for the modification of histidyl residues in proteins. Histidine can also be modified using 4-hydroxy-2-nonenal. The reaction of lysine residues and other α-amino groups is, for example, useful in binding of peptides to surfaces or the cross-linking of proteins/peptides. Lysine is the site of attachment of poly(ethylene)glycol and the major site of modification in the glycosylation of proteins. Methionine residues in proteins can be modified with e.g. iodoacetamide, bromoethylamine, and chloramine T. 
     Tetranitromethane and N-acetylimidazole can be used for the modification of tyrosyl residues. Cross-linking via the formation of dityrosine can be accomplished with hydrogen peroxide/copper ions. 
     Recent studies on the modification of tryptophan have used N-bromosuccinimide, 2-hydroxy-5-nitrobenzyl bromide or 3-bromo-3-methyl-2-(2-nitrophenylmercapto)-3H-indole (BPNS-skatole). 
     Successful modification of therapeutic proteins and peptides with PEG is often associated with an extension of circulatory half-life while cross-linking of proteins with glutaraldehyde, polyethylene glycol diacrylate and formaldehyde is used for the preparation of hydrogels. Chemical modification of allergens for immunotherapy is often achieved by carbamylation with potassium cyanate. 
     A peptide or variant, wherein the peptide is modified or includes non-peptide bonds is a preferred embodiment of the invention. Generally, peptides and variants (at least those containing peptide linkages between amino acid residues) may be synthesized by the Fmoc-polyamide mode of solid-phase peptide synthesis as disclosed by Lukas et al. (Lukas et al., 1981) and by references as cited therein. Temporary N-amino group protection is afforded by the 9-fluorenylmethyloxycarbonyl (Fmoc) group. Repetitive cleavage of this highly base-labile protecting group is done using 20% piperidine in N, N-dimethylformamide. Side-chain functionalities may be protected as their butyl ethers (in the case of serine threonine and tyrosine), butyl esters (in the case of glutamic acid and aspartic acid), butyloxycarbonyl derivative (in the case of lysine and histidine), trityl derivative (in the case of cysteine) and 4-methoxy-2,3,6-trimethylbenzenesulphonyl derivative (in the case of arginine). Where glutamine or asparagine are C-terminal residues, use is made of the 4,4′-dimethoxybenzhydryl group for protection of the side chain amido functionalities. The solid-phase support is based on a polydimethyl-acrylamide polymer constituted from the three monomers dimethylacrylamide (backbone-monomer), bisacryloylethylene diamine (cross linker) and acryloylsarcosine methyl ester (functionalizing agent). The peptide-to-resin cleavable linked agent used is the acid-labile 4-hydroxymethyl-phenoxyacetic acid derivative. All amino acid derivatives are added as their preformed symmetrical anhydride derivatives with the exception of asparagine and glutamine, which are added using a reversed N, N-dicyclohexyl-carbodiimide/1hydroxybenzotriazole mediated coupling procedure. All coupling and deprotection reactions are monitored using ninhydrin, trinitrobenzene sulphonic acid or isotin test procedures. Upon completion of synthesis, peptides are cleaved from the resin support with concomitant removal of side-chain protecting groups by treatment with 95% trifluoroacetic acid containing a 50% scavenger mix. Scavengers commonly used include ethanedithiol, phenol, anisole and water, the exact choice depending on the constituent amino acids of the peptide being synthesized. Also a combination of solid phase and solution phase methodologies for the synthesis of peptides is possible (see, for example, (Bruckdorfer et al., 2004), and the references as cited therein). 
     Trifluoroacetic acid is removed by evaporation in vacuo, with subsequent trituration with diethyl ether affording the crude peptide. Any scavengers present are removed by a simple extraction procedure which on lyophilization of the aqueous phase affords the crude peptide free of scavengers. Reagents for peptide synthesis are generally available from e.g. Calbiochem-Novabiochem (Nottingham, UK). 
     Purification may be performed by any one, or a combination of, techniques such as re-crystallization, size exclusion chromatography, ion-exchange chromatography, hydrophobic interaction chromatography and (usually) reverse-phase high performance liquid chromatography using e.g. acetonitrile/water gradient separation. 
     Analysis of peptides may be carried out using thin layer chromatography, electrophoresis, in particular capillary electrophoresis, solid phase extraction (CSPE), reverse-phase high performance liquid chromatography, amino-acid analysis after acid hydrolysis and by fast atom bombardment (FAB) mass spectrometric analysis, as well as MALDI and ESI-Q-TOF mass spectrometric analysis. 
     For the identification of peptides of the present invention, the database of publicly available RNA expression data (Lonsdale, 2013) from about 3000 normal tissue samples was screened for genes with near-absent expression in vital organ systems, and low expression in other important organ systems. In a second step, cancer-associated peptides derived from the protein products of these genes were identified by mass spectrometry using the XPRESIDENT™ platform as described herein. 
     In detail, to select genes of interest using RNASeq data from said database, vital organ systems were considered to be: brain, heart, blood vessel, lung, and liver. The median of reads per kilobase per million reads (RPKM) for vital organs was required to be less than 2, and the 75% percentile was required to be less than 5 RPKM for selection of the gene. If the organ systems were covered by more than one sample class, e.g. different brain regions that had been analyzed separately, the maximal median and maximal 75% percentile over the multiple sample classes was used for the calculation. Other important organ systems were considered to be: skin, nerve, pituitary, colon, kidney, adipose tissue, adrenal gland, urinary bladder, whole blood, esophagus, muscle, pancreas, salivary gland, small intestine, stomach, breast, spleen, thyroid gland. The maximal median RPKM for these organs was required to be less than 10 for selection of the gene. Other organs were considered as non-vital and thus no cut-off value for gene expression was applied. These organs were cervix uteri and uterus, fallopian tube, vagina, prostate, testis, and ovary. Using this screen, around 14,000 candidate genes were selected. Next, presentation profiles of peptides derived from the corresponding proteins were analyzed. Peptides were considered interesting if they were presented on less than five normal samples in a set of more than 170 normal (i.e. non-cancerous) samples analyzed, and if the highest normal tissue presentation was less than 30% of the median tumor signal (over all tumor samples). 
     In order to select over-presented peptides, a presentation profile is calculated showing the median sample presentation as well as replicate variation. The profile juxtaposes samples of the tumor entity of interest to a baseline of normal tissue samples. Each of these profiles can then be consolidated into an over-presentation score by calculating the p-value of a Linear Mixed-Effects Model (Pinheiro et al., 2015) adjusting for multiple testing by False Discovery Rate (Benjamini and Hochberg, 1995). 
     For the identification and relative quantitation of HLA ligands by mass spectrometry, HLA molecules from shock-frozen tissue samples were purified and HLA-associated peptides were isolated. The isolated peptides were separated and sequences were identified by online nano-electrospray-ionization (nanoESI) liquid chromatography-mass spectrometry (LC-MS) experiments. The resulting peptide sequences were verified by comparison of the fragmentation pattern of natural TUMAPs recorded from primary tumor samples with the fragmentation patterns of corresponding synthetic reference peptides of identical sequences. Since the peptides were directly identified as ligands of HLA molecules of primary tumors, these results provide direct evidence for the natural processing and presentation of the identified peptides on primary cancer tissue. 
     Sample numbers were (altogether/QC-pass samples): for PC N=39 (36), for RCC N=22 (18), for CRC N=31 (28), for esophageal carcinoma N=14 (11), for BPH and prostate cancer N=53 (43), for HCC N=15 (15), for NSCLC N=96 (87), for GC N=35 (33), for GB N=38 (27), for breast cancer N=2 (2), for melanoma N=5 (2), for ovarian cancer N=21 (20), for CLL N=5 (4), for SCLC N=18 (17), NHL N=18 (18), AML N=23 (18), GBC, CCC N=18 (17), for UBC N=17 (15), for UEC N=19 (16). Samples have passed QC if 5 mass spectrometry replicates are acquired or the sample is consumed completely, and peptides used to calculate the normalization factor (i.e. occurring in technical replicates of the same sample with less than 50% variance, and occurring at least in 2 independent samples) are at least 30% of all peptides measured in the sample. Samples that were subtyped resulting in a rare subtype (such as A*02:05, A*02:06) were excluded for selection of the peptides of this invention. 
     The discovery pipeline XPRESIDENT® v2.1 (see, for example, US 2013-0096016, which is hereby incorporated by reference in its entirety) allows the identification and selection of relevant over-presented peptide vaccine candidates based on direct relative quantitation of HLA-restricted peptide levels on cancer tissues in comparison to several different non-cancerous tissues and organs. This was achieved by the development of label-free differential quantitation using the acquired LC-MS data processed by a proprietary data analysis pipeline, combining algorithms for sequence identification, spectral clustering, ion counting, retention time alignment, charge state deconvolution and normalization. 
     Presentation levels including error estimates for each peptide and sample were established. Peptides exclusively presented on tumor tissue and peptides over-presented in tumor versus non-cancerous tissues and organs have been identified. 
     HLA-peptide complexes from primary HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, and CLL samples were purified and HLA-associated peptides were isolated and analyzed by LC-MS (see examples). All TUMAPs contained in the present application were identified with this approach on HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, and/or CLL samples, confirming their presentation on these tumor types. 
     TUMAPs identified on multiple tumor and normal tissues were quantified using ion-counting of label-free LC-MS data. The method assumes that LC-MS signal areas of a peptide correlate with its abundance in the sample. All quantitative signals of a peptide in various LC-MS experiments were normalized based on central tendency, averaged per sample and merged into a bar plot, called presentation profile. The presentation profile consolidates different analysis methods like protein database search, spectral clustering, charge state deconvolution (decharging) and retention time alignment and normalization. 
     Furthermore, the discovery pipeline XPRESIDENT® v2.x allows the direct absolute quantitation of MHC-, preferably HLA-restricted, peptide levels on cancer or other infected tissues. Briefly, the total cell count was calculated from the total DNA content of the analyzed tissue sample. The total peptide amount for a TUMAP in a tissue sample was measured by nanoLC-MS/MS as the ratio of the natural TUMAP and a known amount of an isotope-labelled version of the TUMAP, the so-called internal standard. The efficiency of TUMAP isolation was determined by spiking peptide:MHC complexes of all selected TUMAPs into the tissue lysate at the earliest possible point of the TUMAP isolation procedure and their detection by nanoLC-MS/MS following completion of the peptide isolation procedure. The total cell count and the amount of total peptide were calculated from triplicate measurements per tissue sample. The peptide-specific isolation efficiencies were calculated as an average from 10 spike experiments each measured as a triplicate (see Example 6 and Table 11). 
     This combined analysis of RNA expression and mass spectrometry data resulted in the 288 peptides of the present invention. In many cases the peptide was identified only on a low number of tumors. However, due to the limited sensitivity of routine mass spectrometry analysis, RNA data provide a much better basis for coverage estimation (see Example 2). 
     The present invention provides peptides that are useful in treating cancers/tumors, preferably HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, and CLL that over- or exclusively present the peptides of the invention. These peptides were shown by mass spectrometry to be naturally presented by HLA molecules on primary human HCC, CRC, GB, GC, esophageal cancer, NSCLC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, CLL samples, and/or on PC samples. 
     Many of the source gene/proteins (also designated “full-length proteins” or “underlying proteins”) from which the peptides are derived were shown to be highly over-expressed in cancer compared with normal tissues—“normal tissues” in relation to this invention shall mean either healthy tissues of the tumor-corresponding type (liver, colon/rectum, brain, stomach, esophagus, lung, pancreas, kidney, prostate, ovary, skin, breast and leukocytes) or other normal tissue cells, demonstrating a high degree of tumor association of the source genes (see Example 2). Moreover, the peptides themselves are strongly over-presented on tumor tissue—“tumor tissue” in relation to this invention shall mean a sample from a patient suffering from HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL, but not on normal tissues (see Example 1). 
     HLA-bound peptides can be recognized by the immune system, specifically T lymphocytes. T cells can destroy the cells presenting the recognized HLA/peptide complex, e.g. HCC, CRC, GB, GC, esophageal cancer, NSCLC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, PC, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL cells presenting the derived peptides. 
     The peptides of the present invention have been shown to be capable of stimulating T cell responses and/or are over-presented and thus can be used for the production of antibodies and/or TCRs, such as soluble TCRs, according to the present invention (see Example 3, Example 4). Furthermore, the peptides when complexed with the respective MHC can be used for the production of antibodies and/or TCRs, in particular sTCRs, according to the present invention, as well. Respective methods are well known to the person of skill, and can be found in the respective literature as well. Thus, the peptides of the present invention are useful for generating an immune response in a patient by which tumor cells can be destroyed. An immune response in a patient can be induced by direct administration of the described peptides or suitable precursor substances (e.g. elongated peptides, proteins, or nucleic acids encoding these peptides) to the patient, ideally in combination with an agent enhancing the immunogenicity (i.e. an adjuvant). The immune response originating from such a therapeutic vaccination can be expected to be highly specific against tumor cells because the target peptides of the present invention are not presented on normal tissues in comparable copy numbers, preventing the risk of undesired autoimmune reactions against normal cells in the patient. 
     The present description further relates to T-cell receptors (TCRs) comprising an alpha chain and a beta chain (“alpha/beta TCRs”). Also provided are peptides capable of binding to TCRs and antibodies when presented by an MHC molecule. The present description also relates to nucleic acids, vectors and host cells for expressing TCRs and peptides of the present description; and methods of using the same. 
     The term “T-cell receptor” (abbreviated TCR) refers to a heterodimeric molecule comprising an alpha polypeptide chain (alpha chain) and a beta polypeptide chain (beta chain), wherein the heterodimeric receptor is capable of binding to a peptide antigen presented by an HLA molecule. The term also includes so-called gamma/delta TCRs. 
     In one embodiment the description provides a method of producing a TCR as described herein, the method comprising culturing a host cell capable of expressing the TCR under conditions suitable to promote expression of the TCR. 
     The description in another aspect relates to methods according to the description, wherein the antigen is loaded onto class I or II MHC molecules expressed on the surface of a suitable antigen-presenting cell or artificial antigen-presenting cell by contacting a sufficient amount of the antigen with an antigen-presenting cell or the antigen is loaded onto class I or II MHC tetramers by tetramerizing the antigen/class I or II MHC complex monomers. 
     The alpha and beta chains of alpha/beta TCR&#39;s, and the gamma and delta chains of gamma/delta TCRs, are generally regarded as each having two “domains”, namely variable and constant domains. The variable domain consists of a concatenation of variable region (V), and joining region (J). The variable domain may also include a leader region (L). Beta and delta chains may also include a diversity region (D). The alpha and beta constant domains may also include C-terminal transmembrane (TM) domains that anchor the alpha and beta chains to the cell membrane. 
     With respect to gamma/delta TCRs, the term “TCR gamma variable domain” as used herein refers to the concatenation of the TCR gamma V (TRGV) region without leader region (L), and the TCR gamma J (TRGJ) region, and the term TCR gamma constant domain refers to the extracellular TRGC region, or to a C-terminal truncated TRGC sequence. Likewise the term “TCR delta variable domain” refers to the concatenation of the TCR delta V (TRDV) region without leader region (L) and the TCR delta D/J (TRDD/TRDJ) region, and the term “TCR delta constant domain” refers to the extracellular TRDC region, or to a C-terminal truncated TRDC sequence. 
     TCRs of the present description preferably bind to a peptide-HLA molecule complex with a binding affinity (KD) of about 100 μM or less, about 50 μM or less, about 25 μM or less, or about 10 μM or less. More preferred are high affinity TCRs having binding affinities of about 1 μM or less, about 100 nM or less, about 50 nM or less, about 25 nM or less. Non-limiting examples of preferred binding affinity ranges for TCRs of the present invention include about 1 nM to about 10 nM; about 10 nM to about 20 nM; about 20 nM to about 30 nM; about 30 nM to about 40 nM; about 40 nM to about 50 nM; about 50 nM to about 60 nM; about 60 nM to about 70 nM; about 70 nM to about 80 nM; about 80 nM to about 90 nM; and about 90 nM to about 100 nM. 
     As used herein in connect with TCRs of the present description, “specific binding” and grammatical variants thereof are used to mean a TCR having a binding affinity (KD) for a peptide-HLA molecule complex of 100 μM or less. 
     Alpha/beta heterodimeric TCRs of the present description may have an introduced disulfide bond between their constant domains. Preferred TCRs of this type include those which have a TRAC constant domain sequence and a TRBC1 or TRBC2 constant domain sequence except that Thr 48 of TRAC and Ser 57 of TRBC1 or TRBC2 are replaced by cysteine residues, the said cysteines forming a disulfide bond between the TRAC constant domain sequence and the TRBC1 or TRBC2 constant domain sequence of the TCR. 
     With or without the introduced inter-chain bond mentioned above, alpha/beta heterodimeric TCRs of the present description may have a TRAC constant domain sequence and a TRBC1 or TRBC2 constant domain sequence, and the TRAC constant domain sequence and the TRBC1 or TRBC2 constant domain sequence of the TCR may be linked by the native disulfide bond between Cys4 of exon 2 of TRAC and Cys2 of exon 2 of TRBC1 or TRBC2. 
     TCRs of the present description may comprise a detectable label selected from the group consisting of a radionuclide, a fluorophore and biotin. TCRs of the present description may be conjugated to a therapeutically active agent, such as a radionuclide, a chemotherapeutic agent, or a toxin. 
     In an embodiment, a TCR of the present description having at least one mutation in the alpha chain and/or having at least one mutation in the beta chain has modified glycosylation compared to the unmutated TCR. 
     In an embodiment, a TCR comprising at least one mutation in the TCR alpha chain and/or TCR beta chain has a binding affinity for, and/or a binding half-life for, an peptide-HLA molecule complex, which is at least double that of a TCR comprising the unmutated TCR alpha chain and/or unmutated TCR beta chain. Affinity-enhancement of tumor-specific TCRs, and its exploitation, relies on the existence of a window for optimal TCR affinities. The existence of such a window is based on observations that TCRs specific for HLA-A2-restricted pathogens have KD values that are generally about 10-fold lower when compared to TCRs specific for HLA-A2-restricted tumor-associated self-antigens. It is now known, although tumor antigens have the potential to be immunogenic, because tumors arise from the individual&#39;s own cells only mutated proteins or proteins with altered translational processing will be seen as foreign by the immune system. Antigens that are upregulated or overexpressed (so called self-antigens) will not necessarily induce a functional immune response against the tumor: T-cells expressing TCRs that are highly reactive to these antigens will have been negatively selected within the thymus in a process known as central tolerance, meaning that only T-cells with low-affinity TCRs for self-antigens remain. Therefore, affinity of TCRs or variants of the present description to the peptides according to the invention can be enhanced by methods well known in the art. 
     The present description further relates to a method of identifying and isolating a TCR according to the present description, said method comprising incubating PBMCs from HLA-A*02-negative healthy donors with A2/peptide monomers, incubating the PBMCs with tetramer-phycoerythrin (PE) and isolating the high avidity T-cells by fluo-rescence activated cell sorting (FACS)—Calibur analysis. 
     The present description further relates to a method of identifying and isolating a TCR according to the present description, said method comprising obtaining a transgenic mouse with the entire human TCRαβ gene loci (1.1 and 0.7 Mb), whose T-cells express a diverse human TCR repertoire that compensates for mouse TCR deficiency, immunizing the mouse with peptide of interest, incubating PBMCs obtained from the transgenic mice with tetramer-phycoerythrin (PE), and isolating the high avidity T-cells by fluorescence activated cell sorting (FACS)—Calibur analysis. 
     In one aspect, to obtain T-cells expressing TCRs of the present description, nucleic acids encoding TCR-alpha and/or TCR-beta chains of the present description are cloned into expression vectors, such as gamma retrovirus or lentivirus. The recombinant viruses are generated and then tested for functionality, such as antigen specificity and functional avidity. An aliquot of the final product is then used to transduce the target T-cell population (generally purified from patient PBMCs), which is expanded before infusion into the patient. 
     In another aspect, to obtain T-cells expressing TCRs of the present description, TCR RNAs are synthesized by techniques known in the art, e.g., in vitro transcription sys-tems. The in vitro-synthesized TCR RNAs are then introduced into primary CD8+ T-cells obtained from healthy donors by electroporation to re-express tumor specific TCR-alpha and/or TCR-beta chains. 
     To increase the expression, nucleic acids encoding TCRs of the present description may be operably linked to strong promoters, such as retroviral long terminal repeats (LTRs), cytomegalovirus (CMV), murine stem cell virus (MSCV) U3, phosphoglycerate kinase (PGK), β-actin, ubiquitin, and a simian virus 40 (SV40)/CD43 composite promoter, elongation factor (EF)-1a and the spleen focus-forming virus (SFFV) promoter. In a preferred embodiment, the promoter is heterologous to the nucleic acid being expressed. 
     In addition to strong promoters, TCR expression cassettes of the present description may contain additional elements that can enhance transgene expression, including a central polypurine tract (cPPT), which promotes the nuclear translocation of lentiviral constructs (Follenzi et al., 2000), and the woodchuck hepatitis virus posttranscriptional regulatory element (wPRE), which increases the level of transgene expression by increasing RNA stability (Zufferey et al., 1999). 
     The alpha and beta chains of a TCR of the present invention may be encoded by nucleic acids located in separate vectors, or may be encoded by polynucleotides located in the same vector. 
     Achieving high-level TCR surface expression requires that both the TCR-alpha and TCR-beta chains of the introduced TCR be transcribed at high levels. To do so, the TCR-alpha and TCR-beta chains of the present description may be cloned into bi-cistronic constructs in a single vector, which has been shown to be capable of over-coming this obstacle. The use of a viral intraribosomal entry site (IRES) between the TCR-alpha and TCR-beta chains results in the coordinated expression of both chains, because the TCR-alpha and TCR-beta chains are generated from a single transcript that is broken into two proteins during translation, ensuring that an equal molar ratio of TCR-alpha and TCR-beta chains are produced. (Schmitt et al. 2009). 
     Nucleic acids encoding TCRs of the present description may be codon optimized to increase expression from a host cell. Redundancy in the genetic code allows some amino acids to be encoded by more than one codon, but certain codons are less “op-timal” than others because of the relative availability of matching tRNAs as well as other factors (Gustafsson et al., 2004). Modifying the TCR-alpha and TCR-beta gene sequences such that each amino acid is encoded by the optimal codon for mammalian gene expression, as well as eliminating mRNA instability motifs or cryptic splice sites, has been shown to significantly enhance TCR-alpha and TCR-beta gene expression (Scholten et al., 2006). 
     Furthermore, mispairing between the introduced and endogenous TCR chains may result in the acquisition of specificities that pose a significant risk for autoimmunity. For example, the formation of mixed TCR dimers may reduce the number of CD3 molecules available to form properly paired TCR complexes, and therefore can significantly decrease the functional avidity of the cells expressing the introduced TCR (Kuball et al., 2007). 
     To reduce mispairing, the C-terminus domain of the introduced TCR chains of the present description may be modified in order to promote interchain affinity, while de-creasing the ability of the introduced chains to pair with the endogenous TCR. These strategies may include replacing the human TCR-alpha and TCR-beta C-terminus domains with their murine counterparts (murinized C-terminus domain); generating a second interchain disulfide bond in the C-terminus domain by introducing a second cysteine residue into both the TCR-alpha and TCR-beta chains of the introduced TCR (cysteine modification); swapping interacting residues in the TCR-alpha and TCR-beta chain C-terminus domains (“knob-in-hole”); and fusing the variable domains of the TCR-alpha and TCR-beta chains directly to CD3ζ (CD3ζ fusion). (Schmitt et al. 2009). 
     In an embodiment, a host cell is engineered to express a TCR of the present description. In preferred embodiments, the host cell is a human T-cell or T-cell progenitor. In some embodiments the T-cell or T-cell progenitor is obtained from a cancer patient. In other embodiments the T-cell or T-cell progenitor is obtained from a healthy donor. Host cells of the present description can be allogeneic or autologous with respect to a patient to be treated. In one embodiment, the host is a gamma/delta T-cell transformed to express an alpha/beta TCR. 
     A “pharmaceutical composition” is a composition suitable for administration to a human being in a medical setting. Preferably, a pharmaceutical composition is sterile and produced according to GMP guidelines. 
     The pharmaceutical compositions comprise the peptides either in the free form or in the form of a pharmaceutically acceptable salt (see also above). As used herein, “a pharmaceutically acceptable salt” refers to a derivative of the disclosed peptides wherein the peptide is modified by making acid or base salts of the agent. For example, acid salts are prepared from the free base (typically wherein the neutral form of the drug has a neutral —NH2 group) involving reaction with a suitable acid. Suitable acids for preparing acid salts include both organic acids, e.g., acetic acid, propionic acid, glycolic acid, pyruvic acid, oxalic acid, malic acid, malonic acid, succinic acid, maleic acid, fumaric acid, tartaric acid, citric acid, benzoic acid, cinnamic acid, mandelic acid, methane sulfonic acid, ethane sulfonic acid, p-toluenesulfonic acid, salicylic acid, and the like, as well as inorganic acids, e.g., hydrochloric acid, hydrobromic acid, sulfuric acid, nitric acid phosphoric acid and the like. Conversely, preparation of basic salts of acid moieties which may be present on a peptide are prepared using a pharmaceutically acceptable base such as sodium hydroxide, potassium hydroxide, ammonium hydroxide, calcium hydroxide, trimethylamine or the like. 
     In an especially preferred embodiment, the pharmaceutical compositions comprise the peptides as salts of acetic acid (acetates), trifluoro acetates or hydrochloric acid (chlorides). 
     Preferably, the medicament of the present invention is an immunotherapeutics such as a vaccine. It may be administered directly into the patient, into the affected organ or systemically i.d., i.m., s.c., i.p. and i.v., or applied ex vivo to cells derived from the patient or a human cell line which are subsequently administered to the patient, or used in vitro to select a subpopulation of immune cells derived from the patient, which are then re-administered to the patient. If the nucleic acid is administered to cells in vitro, it may be useful for the cells to be transfected so as to co-express immune-stimulating cytokines, such as interleukin-2. The peptide may be substantially pure, or combined with an immune-stimulating adjuvant (see below) or used in combination with immune-stimulatory cytokines, or be administered with a suitable delivery system, for example liposomes. The peptide may also be conjugated to a suitable carrier such as keyhole limpet haemocyanin (KLH) or mannan (see WO 95/18145 and (Longenecker et al., 1993)). The peptide may also be tagged, may be a fusion protein, or may be a hybrid molecule. The peptides whose sequence is given in the present invention are expected to stimulate CD4 or CD8 T cells. However, stimulation of CD8 T cells is more efficient in the presence of help provided by CD4 T-helper cells. Thus, for MHC Class I epitopes that stimulate CD8 T cells the fusion partner or sections of a hybrid molecule suitably provide epitopes which stimulate CD4-positive T cells. CD4- and CD8-stimulating epitopes are well known in the art and include those identified in the present invention. 
     In one aspect, the vaccine comprises at least one peptide having the amino acid sequence set forth SEQ ID No. 1 to SEQ ID No. 288, and at least one additional peptide, preferably two to 50, more preferably two to 25, even more preferably two to 20 and most preferably two, three, four, five, six, seven, eight, nine, ten, eleven, twelve, thirteen, fourteen, fifteen, sixteen, seventeen or eighteen peptides. The peptide(s) may be derived from one or more specific TAAs and may bind to MHC class I molecules. 
     A further aspect of the invention provides a nucleic acid (for example a polynucleotide) encoding a peptide or peptide variant of the invention. The polynucleotide may be, for example, DNA, cDNA, PNA, RNA or combinations thereof, either single- and/or double-stranded, or native or stabilized forms of polynucleotides, such as, for example, polynucleotides with a phosphorothioate backbone and it may or may not contain introns so long as it codes for the peptide. Of course, only peptides that contain naturally occurring amino acid residues joined by naturally occurring peptide bonds are encodable by a polynucleotide. A still further aspect of the invention provides an expression vector capable of expressing a polypeptide according to the invention. 
     A variety of methods have been developed to link polynucleotides, especially DNA, to vectors for example via complementary cohesive termini. For instance, complementary homopolymer tracts can be added to the DNA segment to be inserted to the vector DNA. The vector and DNA segment are then joined by hydrogen bonding between the complementary homopolymeric tails to form recombinant DNA molecules. 
     Synthetic linkers containing one or more restriction sites provide an alternative method of joining the DNA segment to vectors. Synthetic linkers containing a variety of restriction endonuclease sites are commercially available from a number of sources including International Biotechnologies Inc. New Haven, Conn., USA. 
     A desirable method of modifying the DNA encoding the polypeptide of the invention employs the polymerase chain reaction as disclosed by Saiki R K, et al. (Saiki et al., 1988). This method may be used for introducing the DNA into a suitable vector, for example by engineering in suitable restriction sites, or it may be used to modify the DNA in other useful ways as is known in the art. If viral vectors are used, pox- or adenovirus vectors are preferred. 
     The DNA (or in the case of retroviral vectors, RNA) may then be expressed in a suitable host to produce a polypeptide comprising the peptide or variant of the invention. Thus, the DNA encoding the peptide or variant of the invention may be used in accordance with known techniques, appropriately modified in view of the teachings contained herein, to construct an expression vector, which is then used to transform an appropriate host cell for the expression and production of the polypeptide of the invention. Such techniques include those disclosed, for example, in U.S. Pat. Nos. 4,440,859, 4,530,901, 4,582,800, 4,677,063, 4,678,751, 4,704,362, 4,710,463, 4,757,006, 4,766,075, and 4,810,648. 
     The DNA (or in the case of retroviral vectors, RNA) encoding the polypeptide constituting the compound of the invention may be joined to a wide variety of other DNA sequences for introduction into an appropriate host. The companion DNA will depend upon the nature of the host, the manner of the introduction of the DNA into the host, and whether episomal maintenance or integration is desired. 
     Generally, the DNA is inserted into an expression vector, such as a plasmid, in proper orientation and correct reading frame for expression. If necessary, the DNA may be linked to the appropriate transcriptional and translational regulatory control nucleotide sequences recognized by the desired host, although such controls are generally available in the expression vector. The vector is then introduced into the host through standard techniques. Generally, not all of the hosts will be transformed by the vector. Therefore, it will be necessary to select for transformed host cells. One selection technique involves incorporating into the expression vector a DNA sequence, with any necessary control elements, that codes for a selectable trait in the transformed cell, such as antibiotic resistance. 
     Alternatively, the gene for such selectable trait can be on another vector, which is used to co-transform the desired host cell. 
     Host cells that have been transformed by the recombinant DNA of the invention are then cultured for a sufficient time and under appropriate conditions known to those skilled in the art in view of the teachings disclosed herein to permit the expression of the polypeptide, which can then be recovered. 
     Many expression systems are known, including bacteria (for example  E. coli  and  Bacillus subtilis ), yeasts (for example  Saccharomyces cerevisiae ), filamentous fungi (for example  Aspergillus  spec.), plant cells, animal cells and insect cells. Preferably, the system can be mammalian cells such as CHO cells available from the ATCC Cell Biology Collection. 
     A typical mammalian cell vector plasmid for constitutive expression comprises the CMV or SV40 promoter with a suitable poly A tail and a resistance marker, such as neomycin. One example is pSVL available from Pharmacia, Piscataway, N.J., USA. An example of an inducible mammalian expression vector is pMSG, also available from Pharmacia. Useful yeast plasmid vectors are pRS403-406 and pRS413-416 and are generally available from Stratagene Cloning Systems, La Jolla, Calif. 92037, USA. Plasmids pRS403, pRS404, pRS405 and pRS406 are Yeast Integrating plasmids (YIps) and incorporate the yeast selectable markers HIS3, TRP1, LEU2 and URA3. Plasmids pRS413-416 are Yeast Centromere plasmids (Ycps). CMV promoter-based vectors (for example from Sigma-Aldrich) provide transient or stable expression, cytoplasmic expression or secretion, and N-terminal or C-terminal tagging in various combinations of FLAG, 3×FLAG, c-myc or MAT. These fusion proteins allow for detection, purification and analysis of recombinant protein. Dual-tagged fusions provide flexibility in detection. 
     The strong human cytomegalovirus (CMV) promoter regulatory region drives constitutive protein expression levels as high as 1 mg/L in COS cells. For less potent cell lines, protein levels are typically ˜0.1 mg/L. The presence of the SV40 replication origin will result in high levels of DNA replication in SV40 replication permissive COS cells. CMV vectors, for example, can contain the pMB1 (derivative of pBR322) origin for replication in bacterial cells, the b-lactamase gene for ampicillin resistance selection in bacteria, hGH polyA, and the f1 origin. Vectors containing the pre-pro-trypsin leader (PPT) sequence can direct the secretion of FLAG fusion proteins into the culture medium for purification using ANTI-FLAG antibodies, resins, and plates. Other vectors and expression systems are well known in the art for use with a variety of host cells. 
     In another embodiment two or more peptides or peptide variants of the invention are encoded and thus expressed in a successive order (similar to “beads on a string” constructs). In doing so, the peptides or peptide variants may be linked or fused together by stretches of linker amino acids, such as for example LLLLLL, or may be linked without any additional peptide(s) between them. These constructs can also be used for cancer therapy, and may induce immune responses both involving MHC I and MHC II. 
     The present invention also relates to a host cell transformed with a polynucleotide vector construct of the present invention. The host cell can be either prokaryotic or eukaryotic. Bacterial cells may be preferred prokaryotic host cells in some circumstances and typically are a strain of  E. coli  such as, for example, the  E. coli  strains DH5 available from Bethesda Research Laboratories Inc., Bethesda, Md., USA, and RR1 available from the American Type Culture Collection (ATCC) of Rockville, Md., USA (No ATCC 31343). Preferred eukaryotic host cells include yeast, insect and mammalian cells, preferably vertebrate cells such as those from a mouse, rat, monkey or human fibroblastic and colon cell lines. Yeast host cells include YPH499, YPH500 and YPH501, which are generally available from Stratagene Cloning Systems, La Jolla, Calif. 92037, USA. Preferred mammalian host cells include Chinese hamster ovary (CHO) cells available from the ATCC as CCL61, NIH Swiss mouse embryo cells NIH/3T3 available from the ATCC as CRL 1658, monkey kidney-derived COS-1 cells available from the ATCC as CRL 1650 and 293 cells which are human embryonic kidney cells. Preferred insect cells are Sf9 cells which can be transfected with baculovirus expression vectors. An overview regarding the choice of suitable host cells for expression can be found in, for example, the textbook of Paulina Balbás and Argelia Lorence “Methods in Molecular Biology Recombinant Gene Expression, Reviews and Protocols,” Part One, Second Edition, ISBN 978-1-58829-9, and other literature known to the person of skill. 
     Transformation of appropriate cell hosts with a DNA construct of the present invention is accomplished by well-known methods that typically depend on the type of vector used. With regard to transformation of prokaryotic host cells, see, for example, Cohen et al. (Cohen et al., 1972) and (Green and Sambrook, 2012). Transformation of yeast cells is described in Sherman et al. (Sherman et al., 1986). The method of Beggs (Beggs, 1978) is also useful. With regard to vertebrate cells, reagents useful in transfecting such cells, for example calcium phosphate and DEAE-dextran or liposome formulations, are available from Stratagene Cloning Systems, or Life Technologies Inc., Gaithersburg, Md. 20877, USA. Electroporation is also useful for transforming and/or transfecting cells and is well known in the art for transforming yeast cell, bacterial cells, insect cells and vertebrate cells. 
     Successfully transformed cells, i.e. cells that contain a DNA construct of the present invention, can be identified by well-known techniques such as PCR. Alternatively, the presence of the protein in the supernatant can be detected using antibodies. 
     It will be appreciated that certain host cells of the invention are useful in the preparation of the peptides of the invention, for example bacterial, yeast and insect cells. However, other host cells may be useful in certain therapeutic methods. For example, antigen-presenting cells, such as dendritic cells, may usefully be used to express the peptides of the invention such that they may be loaded into appropriate MHC molecules. Thus, the current invention provides a host cell comprising a nucleic acid or an expression vector according to the invention. 
     In a preferred embodiment the host cell is an antigen presenting cell, in particular a dendritic cell or antigen presenting cell. APCs loaded with a recombinant fusion protein containing prostatic acid phosphatase (PAP) were approved by the U.S. Food and Drug Administration (FDA) on Apr. 29, 2010, to treat asymptomatic or minimally symptomatic metastatic HRPC (Sipuleucel-T) (Rini et al., 2006; Small et al., 2006). 
     A further aspect of the invention provides a method of producing a peptide or its variant, the method comprising culturing a host cell and isolating the peptide from the host cell or its culture medium. 
     In another embodiment the peptide, the nucleic acid or the expression vector of the invention are used in medicine. For example, the peptide or its variant may be prepared for intravenous (i.v.) injection, sub-cutaneous (s.c.) injection, intradermal (i.d.) injection, intraperitoneal (i.p.) injection, intramuscular (i.m.) injection. Preferred methods of peptide injection include s.c., i.d., i.p., i.m., and i.v. Preferred methods of DNA injection include i.d., i.m., s.c., i.p. and i.v. Doses of e.g. between 50 μg and 1.5 mg, preferably 125 μg to 500 μg, of peptide or DNA may be given and will depend on the respective peptide or DNA. Dosages of this range were successfully used in previous trials (Walter et al., 2012). 
     The polynucleotide used for active vaccination may be substantially pure, or contained in a suitable vector or delivery system. The nucleic acid may be DNA, cDNA, PNA, RNA or a combination thereof. Methods for designing and introducing such a nucleic acid are well known in the art. An overview is provided by e.g. Teufel et al. (Teufel et al., 2005). Polynucleotide vaccines are easy to prepare, but the mode of action of these vectors in inducing an immune response is not fully understood. Suitable vectors and delivery systems include viral DNA and/or RNA, such as systems based on adenovirus, vaccinia virus, retroviruses, herpes virus, adeno-associated virus or hybrids containing elements of more than one virus. Non-viral delivery systems include cationic lipids and cationic polymers and are well known in the art of DNA delivery. Physical delivery, such as via a “gene-gun” may also be used. The peptide or peptides encoded by the nucleic acid may be a fusion protein, for example with an epitope that stimulates T cells for the respective opposite CDR as noted above. 
     The medicament of the invention may also include one or more adjuvants. Adjuvants are substances that non-specifically enhance or potentiate the immune response (e.g., immune responses mediated by CD8-positive T cells and helper-T (TH) cells to an antigen, and would thus be considered useful in the medicament of the present invention. 
     Suitable adjuvants include, but are not limited to, 1018 ISS, aluminum salts, AMPLIVAX®, AS15, BCG, CP-870,893, CpG7909, CyaA, dSLIM, flagellin or TLR5 ligands derived from flagellin, FLT3 ligand, GM-CSF, IC30, IC31, Imiquimod (ALDARA®), resiquimod, ImuFact IMP321, Interleukins as IL-2, IL-13, IL-21, Interferon-alpha or -beta, or pegylated derivatives thereof, IS Patch, ISS, ISCOMATRIX, ISCOMs, JuvImmune®, LipoVac, MALP2, MF59, monophosphoryl lipid A, Montanide IMS 1312, Montanide ISA 206, Montanide ISA 50V, Montanide ISA-51, water-in-oil and oil-in-water emulsions, OK-432, OM-174, OM-197-MP-EC, ONTAK, OspA, PepTel® vector system, poly(lactid co-glycolid) [PLG]-based and dextran microparticles, talactoferrin SRL172, Virosomes and other Virus-like particles, YF-17D, VEGF trap, R848, beta-glucan, Pam3Cys, Aquila&#39;s QS21 stimulon, which is derived from saponin, mycobacterial extracts and synthetic bacterial cell wall mimics, and other proprietary adjuvants such as Ribi&#39;s Detox, Quil, or Superfos. Adjuvants such as Freund&#39;s or GM-CSF are preferred. Several immunological adjuvants (e.g., MF59) specific for dendritic cells and their preparation have been described previously (Allison and Krummel, 1995). Also cytokines may be used. Several cytokines have been directly linked to influencing dendritic cell migration to lymphoid tissues (e.g., TNF-), accelerating the maturation of dendritic cells into efficient antigen-presenting cells for T-lymphocytes (e.g., GM-CSF, IL-1 and IL-4) (U.S. Pat. No. 5,849,589, specifically incorporated herein by reference in its entirety) and acting as immunoadjuvants (e.g., IL-12, IL-15, IL-23, IL-7, IFN-alpha. IFN-beta) (Gabrilovich et al., 1996). 
     CpG immunostimulatory oligonucleotides have also been reported to enhance the effects of adjuvants in a vaccine setting. Without being bound by theory, CpG oligonucleotides act by activating the innate (non-adaptive) immune system via Toll-like receptors (TLR), mainly TLR9. CpG triggered TLR9 activation enhances antigen-specific humoral and cellular responses to a wide variety of antigens, including peptide or protein antigens, live or killed viruses, dendritic cell vaccines, autologous cellular vaccines and polysaccharide conjugates in both prophylactic and therapeutic vaccines. More importantly it enhances dendritic cell maturation and differentiation, resulting in enhanced activation of TH1 cells and strong cytotoxic T-lymphocyte (CTL) generation, even in the absence of CD4 T cell help. The TH1 bias induced by TLR9 stimulation is maintained even in the presence of vaccine adjuvants such as alum or incomplete Freund&#39;s adjuvant (IFA) that normally promote a TH2 bias. CpG oligonucleotides show even greater adjuvant activity when formulated or co-administered with other adjuvants or in formulations such as microparticles, nanoparticles, lipid emulsions or similar formulations, which are especially necessary for inducing a strong response when the antigen is relatively weak. They also accelerate the immune response and enable the antigen doses to be reduced by approximately two orders of magnitude, with comparable antibody responses to the full-dose vaccine without CpG in some experiments (Krieg, 2006). U.S. Pat. No. 6,406,705 B1 describes the combined use of CpG oligonucleotides, non-nucleic acid adjuvants and an antigen to induce an antigen-specific immune response. A CpG TLR9 antagonist is dSLIM (double Stem Loop Immunomodulator) by Mologen (Berlin, Germany) which is a preferred component of the pharmaceutical composition of the present invention. Other TLR binding molecules such as RNA binding TLR 7, TLR 8 and/or TLR 9 may also be used. 
     Other examples for useful adjuvants include, but are not limited to chemically modified CpGs (e.g. CpR, Idera), dsRNA analogues such as Poly(I:C) and derivates thereof (e.g. AmpliGen®, Hiltonol®, poly-(ICLC), poly(IC-R), poly(I:C12U), non-CpG bacterial DNA or RNA as well as immunoactive small molecules and antibodies such as cyclophosphamide, sunitinib, Bevacizumab®, celebrex, NCX-4016, sildenafil, tadalafil, vardenafil, sorafenib, temozolomide, temsirolimus, XL-999, CP-547632, pazopanib, VEGF Trap, ZD2171, AZD2171, anti-CTLA4, other antibodies targeting key structures of the immune system (e.g. anti-CD40, anti-TGFbeta, anti-TNFalpha receptor) and SC58175, which may act therapeutically and/or as an adjuvant. The amounts and concentrations of adjuvants and additives useful in the context of the present invention can readily be determined by the skilled artisan without undue experimentation. 
     Preferred adjuvants are anti-CD40, imiquimod, resiquimod, GM-CSF, cyclophosphamide, sunitinib, bevacizumab, interferon-alpha, CpG oligonucleotides and derivates, poly-(I:C) and derivates, RNA, sildenafil, and particulate formulations with PLG or virosomes. 
     In a preferred embodiment, the pharmaceutical composition according to the invention the adjuvant is selected from the group consisting of colony-stimulating factors, such as Granulocyte Macrophage Colony Stimulating Factor (GM-CSF, sargramostim), cyclophosphamide, imiquimod, resiquimod, and interferon-alpha. 
     In a preferred embodiment, the pharmaceutical composition according to the invention the adjuvant is selected from the group consisting of colony-stimulating factors, such as Granulocyte Macrophage Colony Stimulating Factor (GM-CSF, sargramostim), cyclophosphamide, imiquimod and resiquimod. In a preferred embodiment of the pharmaceutical composition according to the invention, the adjuvant is cyclophosphamide, imiquimod or resiquimod. Even more preferred adjuvants are Montanide IMS 1312, Montanide ISA 206, Montanide ISA 50V, Montanide ISA-51, poly-ICLC (Hiltonol®) and anti-CD40 mAB, or combinations thereof. 
     This composition is used for parenteral administration, such as subcutaneous, intradermal, intramuscular or oral administration. For this, the peptides and optionally other molecules are dissolved or suspended in a pharmaceutically acceptable, preferably aqueous carrier. In addition, the composition can contain excipients, such as buffers, binding agents, blasting agents, diluents, flavors, lubricants, etc. The peptides can also be administered together with immune stimulating substances, such as cytokines. An extensive listing of excipients that can be used in such a composition, can be, for example, taken from A. Kibbe, Handbook of Pharmaceutical Excipients (Kibbe, 2000). The composition can be used for a prevention, prophylaxis and/or therapy of adenomatous or cancerous diseases. Exemplary formulations can be found in, for example, EP2112253. 
     It is important to realize that the immune response triggered by the vaccine according to the invention attacks the cancer in different cell-stages and different stages of development. Furthermore different cancer associated signaling pathways are attacked. This is an advantage over vaccines that address only one or few targets, which may cause the tumor to easily adapt to the attack (tumor escape). Furthermore, not all individual tumors express the same pattern of antigens. Therefore, a combination of several tumor-associated peptides ensures that every single tumor bears at least some of the targets. The composition is designed in such a way that each tumor is expected to express several of the antigens and cover several independent pathways necessary for tumor growth and maintenance. Thus, the vaccine can easily be used “off-the-shelf” for a larger patient population. This means that a pre-selection of patients to be treated with the vaccine can be restricted to HLA typing, does not require any additional biomarker assessments for antigen expression, but it is still ensured that several targets are simultaneously attacked by the induced immune response, which is important for efficacy (Banchereau et al., 2001; Walter et al., 2012). 
     As used herein, the term “scaffold” refers to a molecule that specifically binds to an (e.g. antigenic) determinant. In one embodiment, a scaffold is able to direct the entity to which it is attached (e.g. a (second) antigen binding moiety) to a target site, for example to a specific type of tumor cell or tumor stroma bearing the antigenic determinant (e.g. the complex of a peptide with MHC, according to the application at hand). In another embodiment a scaffold is able to activate signaling through its target antigen, for example a T cell receptor complex antigen. Scaffolds include but are not limited to antibodies and fragments thereof, antigen binding domains of an antibody, comprising an antibody heavy chain variable region and an antibody light chain variable region, binding proteins comprising at least one ankyrin repeat motif and single domain antigen binding (SDAB) molecules, aptamers, (soluble) TCRs and (modified) cells such as allogenic or autologous T cells. To assess whether a molecule is a scaffold binding to a target, binding assays can be performed. 
     “Specific” binding means that the scaffold binds the peptide-MHC-complex of interest better than other naturally occurring peptide-MHC-complexes, to an extent that a scaffold armed with an active molecule that is able to kill a cell bearing the specific target is not able to kill another cell without the specific target but presenting other peptide-MHC complex(es). Binding to other peptide-MHC complexes is irrelevant if the peptide of the cross-reactive peptide-MHC is not naturally occurring, i.e. not derived from the human HLA-peptidome. Tests to assess target cell killing are well known in the art. They should be performed using target cells (primary cells or cell lines) with unaltered peptide-MHC presentation, or cells loaded with peptides such that naturally occurring peptide-MHC levels are reached. 
     Each scaffold can comprise a labelling which provides that the bound scaffold can be detected by determining the presence or absence of a signal provided by the label. For example, the scaffold can be labelled with a fluorescent dye or any other applicable cellular marker molecule. Such marker molecules are well known in the art. For example a fluorescence-labelling, for example provided by a fluorescence dye, can provide a visualization of the bound aptamer by fluorescence or laser scanning microscopy or flow cytometry. 
     Each scaffold can be conjugated with a second active molecule such as for example IL-21, anti-CD3, and anti-CD28. 
     For further information on polypeptide scaffolds see for example the background section of WO 2014/071978A1 and the references cited therein. 
     The present invention further relates to aptamers. Aptamers (see for example WO 2014/191359 and the literature as cited therein) are short single-stranded nucleic acid molecules, which can fold into defined three-dimensional structures and recognize specific target structures. They have appeared to be suitable alternatives for developing targeted therapies. Aptamers have been shown to selectively bind to a variety of complex targets with high affinity and specificity. 
     Aptamers recognizing cell surface located molecules have been identified within the past decade and provide means for developing diagnostic and therapeutic approaches. Since aptamers have been shown to possess almost no toxicity and immunogenicity they are promising candidates for biomedical applications. Indeed aptamers, for example prostate-specific membrane-antigen recognizing aptamers, have been successfully employed for targeted therapies and shown to be functional in xenograft in vivo models. Furthermore, aptamers recognizing specific tumor cell lines have been identified. 
     DNA aptamers can be selected to reveal broad-spectrum recognition properties for various cancer cells, and particularly those derived from solid tumors, while non-tumorigenic and primary healthy cells are not recognized. If the identified aptamers recognize not only a specific tumor sub-type but rather interact with a series of tumors, this renders the aptamers applicable as so-called broad-spectrum diagnostics and therapeutics. 
     Further, investigation of cell-binding behavior with flow cytometry showed that the aptamers revealed very good apparent affinities that are within the nanomolar range. 
     Aptamers are useful for diagnostic and therapeutic purposes. Further, it could be shown that some of the aptamers are taken up by tumor cells and thus can function as molecular vehicles for the targeted delivery of anti-cancer agents such as siRNA into tumor cells. 
     Aptamers can be selected against complex targets such as cells and tissues and complexes of the peptides comprising, preferably consisting of, a sequence according to any of SEQ ID NO 1 to SEQ ID NO 288, according to the invention at hand with the MHC molecule, using the cell-SELEX (Systematic Evolution of Ligands by Exponential enrichment) technique. 
     The peptides of the present invention can be used to generate and develop specific antibodies against MHC/peptide complexes. These can be used for therapy, targeting toxins or radioactive substances to the diseased tissue. Another use of these antibodies can be targeting radionuclides to the diseased tissue for imaging purposes such as PET. This use can help to detect small metastases or to determine the size and precise localization of diseased tissues. 
     Therefore, it is a further aspect of the invention to provide a method for producing a recombinant antibody specifically binding to a human major histocompatibility complex (MHC) class I or II being complexed with a HLA-restricted antigen, the method comprising: immunizing a genetically engineered non-human mammal comprising cells expressing said human major histocompatibility complex (MHC) class I or II with a soluble form of a MHC class I or II molecule being complexed with said HLA-restricted antigen; isolating mRNA molecules from antibody producing cells of said non-human mammal; producing a phage display library displaying protein molecules encoded by said mRNA molecules; and isolating at least one phage from said phage display library, said at least one phage displaying said antibody specifically binding to said human major histocompatibility complex (MHC) class I or II being complexed with said HLA-restricted antigen. 
     It is a further aspect of the invention to provide an antibody that specifically binds to a human major histocompatibility complex (MHC) class I or II being complexed with a HLA-restricted antigen, wherein the antibody preferably is a polyclonal antibody, monoclonal antibody, bi-specific antibody and/or a chimeric antibody. 
     Respective methods for producing such antibodies and single chain class I major histocompatibility complexes, as well as other tools for the production of these antibodies are disclosed in WO 03/068201, WO 2004/084798, WO 01/72768, WO 03/070752, and in publications (Cohen et al., 2003a; Cohen et al., 2003b; Denkberg et al., 2003), which for the purposes of the present invention are all explicitly incorporated by reference in their entireties. 
     Preferably, the antibody is binding with a binding affinity of below 20 nanomolar, preferably of below 10 nanomolar, to the complex, which is also regarded as “specific” in the context of the present invention. 
     The present invention relates to a peptide comprising a sequence that is selected from the group consisting of SEQ ID NO: 1 to SEQ ID NO: 288, or a variant thereof which is at least 88% homologous (preferably identical) to SEQ ID NO: 1 to SEQ ID NO: 288 or a variant thereof that induces T cells cross-reacting with said peptide, wherein said peptide is not the underlying full-length polypeptide. 
     The present invention further relates to a peptide comprising a sequence that is selected from the group consisting of SEQ ID NO: 1 to SEQ ID NO: 288 or a variant thereof which is at least 88% homologous (preferably identical) to SEQ ID NO: 1 to SEQ ID NO: 288, wherein said peptide or variant has an overall length of between 8 and 100, preferably between 8 and 30, and most preferred between 8 and 14 amino acids. 
     The present invention further relates to the peptides according to the invention that have the ability to bind to a molecule of the human major histocompatibility complex (MHC) class-I or -II. 
     The present invention further relates to the peptides according to the invention wherein the peptide consists or consists essentially of an amino acid sequence according to SEQ ID NO: 1 to SEQ ID NO: 288. 
     The present invention further relates to the peptides according to the invention, wherein the peptide is (chemically) modified and/or includes non-peptide bonds. 
     The present invention further relates to the peptides according to the invention, wherein the peptide is part of a fusion protein, in particular comprising N-terminal amino acids of the HLA-DR antigen-associated invariant chain (Ii), or wherein the peptide is fused to (or into) an antibody, such as, for example, an antibody that is specific for dendritic cells. The present invention further relates to a nucleic acid, encoding the peptides according to the invention, provided that the peptide is not the complete (full) human protein. 
     The present invention further relates to the nucleic acid according to the invention that is DNA, cDNA, PNA, RNA or combinations thereof. 
     The present invention further relates to an expression vector capable of expressing a nucleic acid according to the present invention. 
     The present invention further relates to a peptide according to the present invention, a nucleic acid according to the present invention or an expression vector according to the present invention for use in medicine, in particular in the treatment of HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL. 
     The present invention further relates to a host cell comprising a nucleic acid according to the invention or an expression vector according to the invention. 
     The present invention further relates to the host cell according to the present invention that is an antigen presenting cell, and preferably a dendritic cell. 
     The present invention further relates to a method of producing a peptide according to the present invention, said method comprising culturing the host cell according to the present invention, and isolating the peptide from said host cell or its culture medium. 
     The present invention further relates to the method according to the present invention, where-in the antigen is loaded onto class I or II MHC molecules expressed on the surface of a suitable antigen-presenting cell by contacting a sufficient amount of the antigen with an antigen-presenting cell. 
     The present invention further relates to the method according to the invention, wherein the antigen-presenting cell comprises an expression vector capable of expressing said peptide containing SEQ ID NO: 1 to SEQ ID NO: 288 or said variant amino acid sequence. 
     The present invention further relates to activated T cells, produced by the method according to the present invention, wherein said T cells selectively recognizes a cell which aberrantly expresses a polypeptide comprising an amino acid sequence according to the present invention. 
     The present invention further relates to a method of killing target cells in a patient which target cells aberrantly express a polypeptide comprising any amino acid sequence according to the present invention, the method comprising administering to the patient an effective number of T cells as according to the present invention. 
     The present invention further relates to the use of any peptide described, a nucleic acid according to the present invention, an expression vector according to the present invention, a cell according to the present invention, or an activated cytotoxic T lymphocyte according to the present invention as a medicament or in the manufacture of a medicament. The present invention further relates to a use according to the present invention, wherein the medicament is active against cancer. 
     The present invention further relates to a use according to the invention, wherein the medicament is a vaccine. The present invention further relates to a use according to the invention, wherein the medicament is active against cancer. 
     The present invention further relates to a use according to the invention, wherein said cancer cells are HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL cells. 
     The present invention further relates to particular marker proteins and biomarkers based on the peptides according to the present invention, herein called “targets” that can be used in the diagnosis and/or prognosis of HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL. The present invention also relates to the use of these novel targets for cancer treatment. 
     The term “antibody” or “antibodies” is used herein in a broad sense and includes both polyclonal and monoclonal antibodies. In addition to intact or “full” immunoglobulin molecules, also included in the term “antibodies” are fragments (e.g. CDRs, Fv, Fab and Fc fragments) or polymers of those immunoglobulin molecules and humanized versions of immunoglobulin molecules, as long as they exhibit any of the desired properties (e.g., specific binding of a HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL marker (poly)peptide, delivery of a toxin to a HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL cell expressing a cancer marker gene at an increased level, and/or inhibiting the activity of a HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL marker polypeptide) according to the invention. 
     Whenever possible, the antibodies of the invention may be purchased from commercial sources. The antibodies of the invention may also be generated using well-known methods. The skilled artisan will understand that either full length HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL marker polypeptides or fragments thereof may be used to generate the antibodies of the invention. A polypeptide to be used for generating an antibody of the invention may be partially or fully purified from a natural source, or may be produced using recombinant DNA techniques. 
     For example, a cDNA encoding a peptide according to the present invention, such as a peptide according to SEQ ID NO: 1 to SEQ ID NO: 288 polypeptide, or a variant or fragment thereof, can be expressed in prokaryotic cells (e.g., bacteria) or eukaryotic cells (e.g., yeast, insect, or mammalian cells), after which the recombinant protein can be purified and used to generate a monoclonal or polyclonal antibody preparation that specifically bind the HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL marker polypeptide used to generate the antibody according to the invention. 
     One of skill in the art will realize that the generation of two or more different sets of monoclonal or polyclonal antibodies maximizes the likelihood of obtaining an antibody with the specificity and affinity required for its intended use (e.g., ELISA, immunohistochemistry, in vivo imaging, immunotoxin therapy). The antibodies are tested for their desired activity by known methods, in accordance with the purpose for which the antibodies are to be used (e.g., ELISA, immunohistochemistry, immunotherapy, etc.; for further guidance on the generation and testing of antibodies, see, e.g., Greenfield, 2014 (Greenfield, 2014)). For example, the antibodies may be tested in ELISA assays or, Western blots, immunohistochemical staining of formalin-fixed cancers or frozen tissue sections. After their initial in vitro characterization, antibodies intended for therapeutic or in vivo diagnostic use are tested according to known clinical testing methods. 
     The term “monoclonal antibody” as used herein refers to an antibody obtained from a substantially homogeneous population of antibodies, i.e.; the individual antibodies comprising the population are identical except for possible naturally occurring mutations that may be present in minor amounts. The monoclonal antibodies herein specifically include “chimeric” antibodies in which a portion of the heavy and/or light chain is identical with or homologous to corresponding sequences in antibodies derived from a particular species or belonging to a particular antibody class or subclass, while the remainder of the chain(s) is identical with or homologous to corresponding sequences in antibodies derived from another species or belonging to another antibody class or subclass, as well as fragments of such antibodies, so long as they exhibit the desired antagonistic activity (U.S. Pat. No. 4,816,567, which is hereby incorporated in its entirety). 
     Monoclonal antibodies of the invention may be prepared using hybridoma methods. In a hybridoma method, a mouse or other appropriate host animal is typically immunized with an immunizing agent to elicit lymphocytes that produce or are capable of producing antibodies that will specifically bind to the immunizing agent. Alternatively, the lymphocytes may be immunized in vitro. 
     The monoclonal antibodies may also be made by recombinant DNA methods, such as those described in U.S. Pat. No. 4,816,567. DNA encoding the monoclonal antibodies of the invention can be readily isolated and sequenced using conventional procedures (e.g., by using oligonucleotide probes that are capable of binding specifically to genes encoding the heavy and light chains of murine antibodies). 
     In vitro methods are also suitable for preparing monovalent antibodies. Digestion of antibodies to produce fragments thereof, particularly Fab fragments, can be accomplished using routine techniques known in the art. For instance, digestion can be performed using papain. Examples of papain digestion are described in WO 94/29348 and U.S. Pat. No. 4,342,566. Papain digestion of antibodies typically produces two identical antigen binding fragments, called Fab fragments, each with a single antigen binding site, and a residual Fc fragment. Pepsin treatment yields a F(ab′)2 fragment and a pFc′ fragment. 
     The antibody fragments, whether attached to other sequences or not, can also include insertions, deletions, substitutions, or other selected modifications of particular regions or specific amino acids residues, provided the activity of the fragment is not significantly altered or impaired compared to the non-modified antibody or antibody fragment. These modifications can provide for some additional property, such as to remove/add amino acids capable of disulfide bonding, to increase its bio-longevity, to alter its secretory characteristics, etc. In any case, the antibody fragment must possess a bioactive property, such as binding activity, regulation of binding at the binding domain, etc. Functional or active regions of the antibody may be identified by mutagenesis of a specific region of the protein, followed by expression and testing of the expressed polypeptide. Such methods are readily apparent to a skilled practitioner in the art and can include site-specific mutagenesis of the nucleic acid encoding the antibody fragment. 
     The antibodies of the invention may further comprise humanized antibodies or human antibodies. Humanized forms of non-human (e.g., murine) antibodies are chimeric immunoglobulins, immunoglobulin chains or fragments thereof (such as Fv, Fab, Fab′ or other antigen-binding subsequences of antibodies) which contain minimal sequence derived from non-human immunoglobulin. Humanized antibodies include human immunoglobulins (recipient antibody) in which residues from a complementary determining region (CDR) of the recipient are replaced by residues from a CDR of a non-human species (donor antibody) such as mouse, rat or rabbit having the desired specificity, affinity and capacity. In some instances, Fv framework (FR) residues of the human immunoglobulin are replaced by corresponding non-human residues. Humanized antibodies may also comprise residues which are found neither in the recipient antibody nor in the imported CDR or framework sequences. In general, the humanized antibody will comprise substantially all of at least one, and typically two, variable domains, in which all or substantially all of the CDR regions correspond to those of a non-human immunoglobulin and all or substantially all of the FR regions are those of a human immunoglobulin consensus sequence. The humanized antibody optimally also will comprise at least a portion of an immunoglobulin constant region (Fc), typically that of a human immunoglobulin. 
     Methods for humanizing non-human antibodies are well known in the art. Generally, a humanized antibody has one or more amino acid residues introduced into it from a source which is non-human. These non-human amino acid residues are often referred to as “import” residues, which are typically taken from an “import” variable domain. Humanization can be essentially performed by substituting rodent CDRs or CDR sequences for the corresponding sequences of a human antibody. Accordingly, such “humanized” antibodies are chimeric antibodies (U.S. Pat. No. 4,816,567), wherein substantially less than an intact human variable domain has been substituted by the corresponding sequence from a non-human species. In practice, humanized antibodies are typically human antibodies in which some CDR residues and possibly some FR residues are substituted by residues from analogous sites in rodent antibodies. 
     Transgenic animals (e.g., mice) that are capable, upon immunization, of producing a full repertoire of human antibodies in the absence of endogenous immunoglobulin production can be employed. For example, it has been described that the homozygous deletion of the antibody heavy chain joining region gene in chimeric and germ-line mutant mice results in complete inhibition of endogenous antibody production. Transfer of the human germ-line immunoglobulin gene array in such germ-line mutant mice will result in the production of human antibodies upon antigen challenge. Human antibodies can also be produced in phage display libraries. 
     Antibodies of the invention are preferably administered to a subject in a pharmaceutically acceptable carrier. Typically, an appropriate amount of a pharmaceutically-acceptable salt is used in the formulation to render the formulation isotonic. Examples of the pharmaceutically-acceptable carrier include saline, Ringer&#39;s solution and dextrose solution. The pH of the solution is preferably from about 5 to about 8, and more preferably from about 7 to about 7.5. Further carriers include sustained release preparations such as semipermeable matrices of solid hydrophobic polymers containing the antibody, which matrices are in the form of shaped articles, e.g., films, liposomes or microparticles. It will be apparent to those persons skilled in the art that certain carriers may be more preferable depending upon, for instance, the route of administration and concentration of antibody being administered. 
     The antibodies can be administered to the subject, patient, or cell by injection (e.g., intravenous, intraperitoneal, subcutaneous, intramuscular), or by other methods such as infusion that ensure its delivery to the bloodstream in an effective form. The antibodies may also be administered by intratumoral or peritumoral routes, to exert local as well as systemic therapeutic effects. Local or intravenous injection is preferred. 
     Effective dosages and schedules for administering the antibodies may be determined empirically, and making such determinations is within the skill in the art. Those skilled in the art will understand that the dosage of antibodies that must be administered will vary depending on, for example, the subject that will receive the antibody, the route of administration, the particular type of antibody used and other drugs being administered. 
     A typical daily dosage of the antibody used alone might range from about 1 (μg/kg to up to 100 mg/kg of body weight or more per day, depending on the factors mentioned above. Following administration of an antibody, preferably for treating HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL, the efficacy of the therapeutic antibody can be assessed in various ways well known to the skilled practitioner. For instance, the size, number, and/or distribution of cancer in a subject receiving treatment may be monitored using standard tumor imaging techniques. A therapeutically-administered antibody that arrests tumor growth, results in tumor shrinkage, and/or prevents the development of new tumors, compared to the disease course that would occurs in the absence of antibody administration, is an efficacious antibody for treatment of cancer. 
     It is a further aspect of the invention to provide a method for producing a soluble T-cell receptor (sTCR) recognizing a specific peptide-MHC complex. Such soluble T-cell receptors can be generated from specific T-cell clones, and their affinity can be increased by mutagenesis targeting the complementarity-determining regions. For the purpose of T-cell receptor selection, phage display can be used (US 2010/0113300, (Liddy et al., 2012)). For the purpose of stabilization of T-cell receptors during phage display and in case of practical use as drug, alpha and beta chain can be linked e.g. by non-native disulfide bonds, other covalent bonds (single-chain T-cell receptor), or by dimerization domains (Boulter et al., 2003; Card et al., 2004; Willcox et al., 1999). The T-cell receptor can be linked to toxins, drugs, cytokines (see, for example, US 2013/0115191), and domains recruiting effector cells such as an anti-CD3 domain, etc., in order to execute particular functions on target cells. Moreover, it could be expressed in T cells used for adoptive transfer. Further information can be found in WO 2004/033685A1 and WO 2004/074322A1. A combination of sTCRs is described in WO 2012/056407A1. Further methods for the production are disclosed in WO 2013/057586A1. 
     In addition, the peptides and/or the TCRs or antibodies or other binding molecules of the present invention can be used to verify a pathologist&#39;s diagnosis of a cancer based on a biopsied sample. 
     The antibodies or TCRs may also be used for in vivo diagnostic assays. Generally, the antibody is labeled with a radionucleotide (such as  111 In,  99 Tc,  14 C,  131 I,  3 H,  32 P or  35 S) so that the tumor can be localized using immunoscintiography. In one embodiment, antibodies or fragments thereof bind to the extracellular domains of two or more targets of a protein selected from the group consisting of the above-mentioned proteins, and the affinity value (Kd) is less than 1×100. 
     Antibodies for diagnostic use may be labeled with probes suitable for detection by various imaging methods. Methods for detection of probes include, but are not limited to, fluorescence, light, confocal and electron microscopy; magnetic resonance imaging and spectroscopy; fluoroscopy, computed tomography and positron emission tomography. Suitable probes include, but are not limited to, fluorescein, rhodamine, eosin and other fluorophores, radioisotopes, gold, gadolinium and other lanthanides, paramagnetic iron, fluorine-18 and other positron-emitting radionuclides. Additionally, probes may be bi- or multi-functional and be detectable by more than one of the methods listed. These antibodies may be directly or indirectly labeled with said probes. Attachment of probes to the antibodies includes covalent attachment of the probe, incorporation of the probe into the antibody, and the covalent attachment of a chelating compound for binding of probe, amongst others well recognized in the art. For immunohistochemistry, the disease tissue sample may be fresh or frozen or may be embedded in paraffin and fixed with a preservative such as formalin. The fixed or embedded section contains the sample are contacted with a labeled primary antibody and secondary antibody, wherein the antibody is used to detect the expression of the proteins in situ. 
     Another aspect of the present invention includes an in vitro method for producing activated T cells, the method comprising contacting in vitro T cells with antigen loaded human MHC molecules expressed on the surface of a suitable antigen-presenting cell for a period of time sufficient to activate the T cell in an antigen specific manner, wherein the antigen is a peptide according to the invention. Preferably a sufficient amount of the antigen is used with an antigen-presenting cell. 
     Preferably the mammalian cell lacks or has a reduced level or function of the TAP peptide transporter. Suitable cells that lack the TAP peptide transporter include T2, RMA-S and  Drosophila  cells. TAP is the transporter associated with antigen processing. 
     The human peptide loading deficient cell line T2 is available from the American Type Culture Collection, 12301 Parklawn Drive, Rockville, Md. 20852, USA under Catalogue No CRL 1992; the  Drosophila  cell line Schneider line 2 is available from the ATCC under Catalogue No CRL 19863; the mouse RMA-S cell line is described in Ljunggren et al. (Ljunggren and Karre, 1985). 
     Preferably, before transfection the host cell expresses substantially no MHC class I molecules. It is also preferred that the stimulator cell expresses a molecule important for providing a co-stimulatory signal for T-cells such as any of B7.1, B7.2, ICAM-1 and LFA 3. The nucleic acid sequences of numerous MHC class I molecules and of the co-stimulator molecules are publicly available from the GenBank and EMBL databases. 
     In case of a MHC class I epitope being used as an antigen, the T cells are CD8-positive T cells. 
     If an antigen-presenting cell is transfected to express such an epitope, preferably the cell comprises an expression vector capable of expressing a peptide containing SEQ ID NO: 1 to SEQ ID NO: 288, or a variant amino acid sequence thereof. 
     A number of other methods may be used for generating T cells in vitro. For example, autologous tumor-infiltrating lymphocytes can be used in the generation of CTL. Plebanski et al. (Plebanski et al., 1995) made use of autologous peripheral blood lymphocytes (PLBs) in the preparation of T cells. Furthermore, the production of autologous T cells by pulsing dendritic cells with peptide or polypeptide, or via infection with recombinant virus is possible. Also, B cells can be used in the production of autologous T cells. In addition, macrophages pulsed with peptide or polypeptide, or infected with recombinant virus, may be used in the preparation of autologous T cells. S. Walter et al. (Walter et al., 2003) describe the in vitro priming of T cells by using artificial antigen presenting cells (aAPCs), which is also a suitable way for generating T cells against the peptide of choice. In the present invention, aAPCs were generated by the coupling of preformed MHC:peptide complexes to the surface of polystyrene particles (microbeads) by biotin:streptavidin biochemistry. This system permits the exact control of the MHC density on aAPCs, which allows to selectively eliciting high- or low-avidity antigen-specific T cell responses with high efficiency from blood samples. Apart from MHC:peptide complexes, aAPCs should carry other proteins with co-stimulatory activity like anti-CD28 antibodies coupled to their surface. Furthermore such aAPC-based systems often require the addition of appropriate soluble factors, e.g. cytokines, like interleukin-12. 
     Allogeneic cells may also be used in the preparation of T cells and a method is described in detail in WO 97/26328, incorporated herein by reference. For example, in addition to  Drosophila  cells and T2 cells, other cells may be used to present antigens such as CHO cells, baculovirus-infected insect cells, bacteria, yeast, and vaccinia-infected target cells. In addition plant viruses may be used (see, for example, Porta et al. (Porta et al., 1994) which describes the development of cowpea mosaic virus as a high-yielding system for the presentation of foreign peptides. 
     The activated T cells that are directed against the peptides of the invention are useful in therapy. Thus, a further aspect of the invention provides activated T cells obtainable by the foregoing methods of the invention. 
     Activated T cells, which are produced by the above method, will selectively recognize a cell that aberrantly expresses a polypeptide that comprises an amino acid sequence of SEQ ID NO: 1 to SEQ ID NO 288. 
     Preferably, the T cell recognizes the cell by interacting through its TCR with the HLA/peptide-complex (for example, binding). The T cells are useful in a method of killing target cells in a patient whose target cells aberrantly express a polypeptide comprising an amino acid sequence of the invention wherein the patient is administered an effective number of the activated T cells. The T cells that are administered to the patient may be derived from the patient and activated as described above (i.e. they are autologous T cells). Alternatively, the T cells are not from the patient but are from another individual. Of course, it is preferred if the individual is a healthy individual. By “healthy individual” the inventors mean that the individual is generally in good health, preferably has a competent immune system and, more preferably, is not suffering from any disease that can be readily tested for, and detected. 
     In vivo, the target cells for the CD8-positive T cells according to the present invention can be cells of the tumor (which sometimes express MHC class II) and/or stromal cells surrounding the tumor (tumor cells) (which sometimes also express MHC class II; (Dengjel et al., 2006)). 
     The T cells of the present invention may be used as active ingredients of a therapeutic composition. Thus, the invention also provides a method of killing target cells in a patient whose target cells aberrantly express a polypeptide comprising an amino acid sequence of the invention, the method comprising administering to the patient an effective number of T cells as defined above. 
     By “aberrantly expressed” the inventors also mean that the polypeptide is over-expressed compared to normal levels of expression or that the gene is silent in the tissue from which the tumor is derived but in the tumor it is expressed. By “over-expressed” the inventors mean that the polypeptide is present at a level at least 1.2-fold of that present in normal tissue; preferably at least 2-fold, and more preferably at least 5-fold or 10-fold the level present in normal tissue. 
     T cells may be obtained by methods known in the art, e.g. those described above. 
     Protocols for this so-called adoptive transfer of T cells are well known in the art. Reviews can be found in: Gattioni et al. and Morgan et al. (Gattinoni et al., 2006; Morgan et al., 2006). 
     Another aspect of the present invention includes the use of the peptides complexed with MHC to generate a T-cell receptor whose nucleic acid is cloned and is introduced into a host cell, preferably a T cell. This engineered T cell can then be transferred to a patient for therapy of cancer. 
     Any molecule of the invention, i.e. the peptide, nucleic acid, antibody, expression vector, cell, activated T cell, T-cell receptor or the nucleic acid encoding it, is useful for the treatment of disorders, characterized by cells escaping an immune response. Therefore any molecule of the present invention may be used as medicament or in the manufacture of a medicament. The molecule may be used by itself or combined with other molecule(s) of the invention or (a) known molecule(s). 
     The present invention further provides a medicament that is useful in treating cancer, in particular HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL and other malignancies. 
     The present invention is further directed at a kit comprising: 
     (a) a container containing a pharmaceutical composition as described above, in solution or in lyophilized form; 
     (b) optionally a second container containing a diluent or reconstituting solution for the lyophilized formulation; and 
     (c) optionally, instructions for (i) use of the solution or (ii) reconstitution and/or use of the lyophilized formulation. 
     The kit may further comprise one or more of (iii) a buffer, (iv) a diluent, (v) a filter, (vi) a needle, or (v) a syringe. The container is preferably a bottle, a vial, a syringe or test tube; and it may be a multi-use container. The pharmaceutical composition is preferably lyophilized. 
     Kits of the present invention preferably comprise a lyophilized formulation of the present invention in a suitable container and instructions for its reconstitution and/or use. Suitable containers include, for example, bottles, vials (e.g. dual chamber vials), syringes (such as dual chamber syringes) and test tubes. The container may be formed from a variety of materials such as glass or plastic. Preferably the kit and/or container contain/s instructions on or associated with the container that indicates directions for reconstitution and/or use. For example, the label may indicate that the lyophilized formulation is to be reconstituted to peptide concentrations as described above. The label may further indicate that the formulation is useful or intended for subcutaneous administration. 
     The container holding the formulation may be a multi-use vial, which allows for repeat administrations (e.g., from 2-6 administrations) of the reconstituted formulation. The kit may further comprise a second container comprising a suitable diluent (e.g., sodium bicarbonate solution). 
     Upon mixing of the diluent and the lyophilized formulation, the final peptide concentration in the reconstituted formulation is preferably at least 0.15 mg/mL/peptide (=75 μg) and preferably not more than 3 mg/mL/peptide (=1500 μg). The kit may further include other materials desirable from a commercial and user standpoint, including other buffers, diluents, filters, needles, syringes, and package inserts with instructions for use. 
     Kits of the present invention may have a single container that contains the formulation of the pharmaceutical compositions according to the present invention with or without other components (e.g., other compounds or pharmaceutical compositions of these other compounds) or may have distinct container for each component. 
     Preferably, kits of the invention include a formulation of the invention packaged for use in combination with the co-administration of a second compound (such as adjuvants (e.g. GM-CSF), a chemotherapeutic agent, a natural product, a hormone or antagonist, an anti-angiogenesis agent or inhibitor, an apoptosis-inducing agent or a chelator) or a pharmaceutical composition thereof. The components of the kit may be pre-complexed or each component may be in a separate distinct container prior to administration to a patient. The components of the kit may be provided in one or more liquid solutions, preferably, an aqueous solution, more preferably, a sterile aqueous solution. The components of the kit may also be provided as solids, which may be converted into liquids by addition of suitable solvents, which are preferably provided in another distinct container. 
     The container of a therapeutic kit may be a vial, test tube, flask, bottle, syringe, or any other means of enclosing a solid or liquid. Usually, when there is more than one component, the kit will contain a second vial or other container, which allows for separate dosing. The kit may also contain another container for a pharmaceutically acceptable liquid. Preferably, a therapeutic kit will contain an apparatus (e.g., one or more needles, syringes, eye droppers, pipette, etc.), which enables administration of the agents of the invention that are components of the present kit. 
     The present formulation is one that is suitable for administration of the peptides by any acceptable route such as oral (enteral), nasal, ophthalmic, subcutaneous, intradermal, intramuscular, intravenous or transdermal. Preferably, the administration is s.c., and most preferably i.d. administration may be by infusion pump. 
     Since the peptides of the invention were isolated from HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, and CLL, the medicament of the invention is preferably used to treat HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, and CLL. 
     The present invention further relates to a method for producing a personalized pharmaceutical for an individual patient comprising manufacturing a pharmaceutical composition comprising at least one peptide selected from a warehouse of pre-screened TUMAPs, wherein the at least one peptide used in the pharmaceutical composition is selected for suitability in the individual patient. In one embodiment, the pharmaceutical composition is a vaccine. The method could also be adapted to produce T cell clones for down-stream applications, such as TCR isolations, or soluble antibodies, and other treatment options. 
     A “personalized pharmaceutical” shall mean specifically tailored therapies for one individual patient that will only be used for therapy in such individual patient, including actively personalized cancer vaccines and adoptive cellular therapies using autologous patient tissue. 
     As used herein, the term “warehouse” shall refer to a group or set of peptides that have been pre-screened for immunogenicity and/or over-presentation in a particular tumor type. The term “warehouse” is not intended to imply that the particular peptides included in the vaccine have been pre-manufactured and stored in a physical facility, although that possibility is contemplated. It is expressly contemplated that the peptides may be manufactured de novo for each individualized vaccine produced, or may be pre-manufactured and stored. The warehouse (e.g. in the form of a database) is composed of tumor-associated peptides which were highly overexpressed in the tumor tissue of HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL patients with various HLA-A HLA-B and HLA-C alleles. It may contain MHC class I and MHC class II peptides or elongated MHC class I peptides. In addition to the tumor associated peptides collected from several tumor tissues, the warehouse may contain HLA-A*02 and HLA-A*24 marker peptides. These peptides allow comparison of the magnitude of T-cell immunity induced by TUMAPs in a quantitative manner and hence allow important conclusion to be drawn on the capacity of the vaccine to elicit anti-tumor responses. Secondly, they function as important positive control peptides derived from a “non-self” antigen in the case that any vaccine-induced T-cell responses to TUMAPs derived from “self” antigens in a patient are not observed. And thirdly, it may allow conclusions to be drawn, regarding the status of immunocompetence of the patient. 
     TUMAPs for the present invention and the warehouse are identified by using an integrated functional genomics approach combining gene expression analysis, mass spectrometry, and T-cell immunology (XPresident®). The approach assures that only TUMAPs truly present on a high percentage of tumors but not or only minimally expressed on normal tissue, are chosen for further analysis. For initial peptide selection, HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL samples from patients and blood from healthy donors were analyzed in a stepwise approach: 
     1. Genome-wide messenger ribonucleic acid (mRNA) expression analysis was used to identify genes expressed at very low levels in important normal (non-cancerous) tissues. It was assessed whether those genes are over-expressed in the malignant tissue (HCC, CRC, GB, GC, NSCLC, PC, RCC, BPH/PCA, SCLC, NHL, AML, GBC, CCC, UBC, UEC) compared with a range of normal organs and tissues 
     2. HLA ligands from the malignant material (HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, CLL) were identified by mass spectrometry. 
     3. Identified HLA ligands were compared to gene expression data. Peptides over-presented or selectively presented on tumor tissue, preferably encoded by selectively expressed or over-expressed genes as detected in step 2 were considered suitable TUMAP candidates for a multi-peptide vaccine. 
     4. Literature research was performed in order to identify additional evidence supporting the relevance of the identified peptides as TUMAPs 
     5. The relevance of over-expression at the mRNA level was confirmed by redetection of selected TUMAPs from step 3 on tumor tissue and lack of (or infrequent) detection on healthy tissues. 
     6. In order to assess, whether an induction of in vivo T-cell responses by the selected peptides may be feasible, in vitro immunogenicity assays were performed using human T cells from healthy donors as well as from HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL patients. 
     In an aspect, the peptides are pre-screened for immunogenicity before being included in the warehouse. By way of example, and not limitation, the immunogenicity of the peptides included in the warehouse is determined by a method comprising in vitro T-cell priming through repeated stimulations of CD8+ T cells from healthy donors with artificial antigen presenting cells loaded with peptide/MHC complexes and anti-CD28 antibody. 
     This method is preferred for rare cancers and patients with a rare expression profile. In contrast to multi-peptide cocktails with a fixed composition as currently developed, the warehouse allows a significantly higher matching of the actual expression of antigens in the tumor with the vaccine. Selected single or combinations of several “off-the-shelf” peptides will be used for each patient in a multitarget approach. In theory an approach based on selection of e.g. 5 different antigenic peptides from a library of 50 would already lead to approximately 17 million possible drug product (DP) compositions. 
     In an aspect, the peptides are selected for inclusion in the vaccine based on their suitability for the individual patient based on the method according to the present invention as described herein, or as below. 
     The HLA phenotype, transcriptomic and peptidomic data is gathered from the patient&#39;s tumor material, and blood samples to identify the most suitable peptides for each patient containing “warehouse” and patient-unique (i.e. mutated) TUMAPs. Those peptides will be chosen, which are selectively or over-expressed in the patients tumor and, where possible, show strong in vitro immunogenicity if tested with the patients&#39; individual PBMCs. 
     Preferably, the peptides included in the vaccine are identified by a method comprising: (a) identifying tumor-associated peptides (TUMAPs) presented by a tumor sample from the individual patient; (b) comparing the peptides identified in (a) with a warehouse (database) of peptides as described above; and (c) selecting at least one peptide from the warehouse (database) that correlates with a tumor-associated peptide identified in the patient. For example, the TUMAPs presented by the tumor sample are identified by: (a1) comparing expression data from the tumor sample to expression data from a sample of normal tissue corresponding to the tissue type of the tumor sample to identify proteins that are over-expressed or aberrantly expressed in the tumor sample; and (a2) correlating the expression data with sequences of MHC ligands bound to MHC class I and/or class II molecules in the tumor sample to identify MHC ligands derived from proteins over-expressed or aberrantly expressed by the tumor. Preferably, the sequences of MHC ligands are identified by eluting bound peptides from MHC molecules isolated from the tumor sample, and sequencing the eluted ligands. Preferably, the tumor sample and the normal tissue are obtained from the same patient. 
     In addition to, or as an alternative to, selecting peptides using a warehousing (database) model, TUMAPs may be identified in the patient de novo, and then included in the vaccine. As one example, candidate TUMAPs may be identified in the patient by (a1) comparing expression data from the tumor sample to expression data from a sample of normal tissue corresponding to the tissue type of the tumor sample to identify proteins that are over-expressed or aberrantly expressed in the tumor sample; and (a2) correlating the expression data with sequences of MHC ligands bound to MHC class I and/or class II molecules in the tumor sample to identify MHC ligands derived from proteins over-expressed or aberrantly expressed by the tumor. As another example, proteins may be identified containing mutations that are unique to the tumor sample relative to normal corresponding tissue from the individual patient, and TUMAPs can be identified that specifically target the mutation. For example, the genome of the tumor and of corresponding normal tissue can be sequenced by whole genome sequencing: For discovery of non-synonymous mutations in the protein-coding regions of genes, genomic DNA and RNA are extracted from tumor tissues and normal non-mutated genomic germline DNA is extracted from peripheral blood mononuclear cells (PBMCs). The applied NGS approach is confined to the re-sequencing of protein coding regions (exome re-sequencing). For this purpose, exonic DNA from human samples is captured using vendor-supplied target enrichment kits, followed by sequencing with e.g. a HiSeq2000 (Illumina). Additionally, tumor mRNA is sequenced for direct quantification of gene expression and validation that mutated genes are expressed in the patients&#39; tumors. The resultant millions of sequence reads are processed through software algorithms. The output list contains mutations and gene expression. Tumor-specific somatic mutations are determined by comparison with the PBMC-derived germline variations and prioritized. The de novo identified peptides can then be tested for immunogenicity as described above for the warehouse, and candidate TUMAPs possessing suitable immunogenicity are selected for inclusion in the vaccine. 
     In one exemplary embodiment, the peptides included in the vaccine are identified by: (a) identifying tumor-associated peptides (TUMAPs) presented by a tumor sample from the individual patient by the method as described above; (b) comparing the peptides identified in a) with a warehouse of peptides that have been prescreened for immunogenicity and overpresentation in tumors as compared to corresponding normal tissue; (c) selecting at least one peptide from the warehouse that correlates with a tumor-associated peptide identified in the patient; and (d) optionally, selecting at least one peptide identified de novo in (a) confirming its immunogenicity. 
     In one exemplary embodiment, the peptides included in the vaccine are identified by: (a) identifying tumor-associated peptides (TUMAPs) presented by a tumor sample from the individual patient; and (b) selecting at least one peptide identified de novo in (a) and confirming its immunogenicity. 
     Once the peptides for a personalized peptide based vaccine are selected, the vaccine is produced. The vaccine preferably is a liquid formulation consisting of the individual peptides dissolved in between 20-40% DMSO, preferably about 30-35% DMSO, such as about 33% DMSO. 
     Each peptide to be included into a product is dissolved in DMSO. The concentration of the single peptide solutions has to be chosen depending on the number of peptides to be included into the product. The single peptide-DMSO solutions are mixed in equal parts to achieve a solution containing all peptides to be included in the product with a concentration of ˜2.5 mg/ml per peptide. The mixed solution is then diluted 1:3 with water for injection to achieve a concentration of 0.826 mg/ml per peptide in 33% DMSO. The diluted solution is filtered through a 0.22 μm sterile filter. The final bulk solution is obtained. 
     Final bulk solution is filled into vials and stored at −20° C. until use. One vial contains 700 μL solution, containing 0.578 mg of each peptide. Of this, 500 μL (approx. 400 μg per peptide) will be applied for intradermal injection. 
     In addition to being useful for treating cancer, the peptides of the present invention are also useful as diagnostics. Since the peptides were generated from HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, and CLL cells and since it was determined that these peptides are not or at lower levels present in normal tissues, these peptides can be used to diagnose the presence of a cancer. 
     The presence of claimed peptides on tissue biopsies in blood samples can assist a pathologist in diagnosis of cancer. Detection of certain peptides by means of antibodies, mass spectrometry or other methods known in the art can tell the pathologist that the tissue sample is malignant or inflamed or generally diseased, or can be used as a biomarker for HCC, CRC, GB, GC, esophageal cancer, NSCLC, PC, RCC, BPH/PCA, OC, MCC, melanoma, breast cancer, SCLC, NHL, AML, GBC, CCC, UBC, UEC, or CLL. Presence of groups of peptides can enable classification or sub-classification of diseased tissues. 
     The detection of peptides on diseased tissue specimen can enable the decision about the benefit of therapies involving the immune system, especially if T-lymphocytes are known or expected to be involved in the mechanism of action. Loss of MHC expression is a well described mechanism by which infected of malignant cells escape immuno-surveillance. 
     Thus, presence of peptides shows that this mechanism is not exploited by the analyzed cells. 
     The peptides of the present invention might be used to analyze lymphocyte responses against those peptides such as T cell responses or antibody responses against the peptide or the peptide complexed to MHC molecules. These lymphocyte responses can be used as prognostic markers for decision on further therapy steps. These responses can also be used as surrogate response markers in immunotherapy approaches aiming to induce lymphocyte responses by different means, e.g. vaccination of protein, nucleic acids, autologous materials, adoptive transfer of lymphocytes. In gene therapy settings, lymphocyte responses against peptides can be considered in the assessment of side effects. Monitoring of lymphocyte responses might also be a valuable tool for follow-up examinations of transplantation therapies, e.g. for the detection of graft versus host and host versus graft diseases. 
     The present invention will now be described in the following examples which describe preferred embodiments thereof, and with reference to the accompanying figures, nevertheless, without being limited thereto. For the purposes of the present invention, all references as cited herein are incorporated by reference in their entireties. 
    
    
     
       BRIEF DESCRIPTION OF THE DRAWINGS 
         FIGS.  1 A- 1 J  show the over-presentation of various peptides in different cancer tissues compared to normal tissues. The analyses included data from more than 170 normal tissue samples, and 376 cancer samples. Shown are only samples where the peptide was found to be presented.  FIG.  1 A ) Gene: CENPE, Peptide: KLQEKIQEL (SEQ ID NO.: 1), Tissues from left to right: 4 leucocytic cancer cell lines, 1 pancreatic cancer cell line, 1 melanoma cell line, 2 normal tissue samples (1 adrenal gland, 1 spleen), 31 primary cancer tissue samples (1 brain cancer, 4 colon cancers, 1 esophageal cancer, 1 kidney cancer, 2 liver cancers, 16 lung cancers, 4 ovarian cancers, 1 rectum cancer, 1 gastric cancer),  FIG.  1 B ) Gene: KIF15, Peptide: QLIEKNWLL (SEQ ID NO.: 10), Tissues from left to right: 5 leucocytic cancer cell lines, 1 pancreatic cancer cell line, 1 myeloid leukemia cell line, 1 normal tissue sample (1 adrenal gland), 29 cancer tissue samples (4 colon cancers, 2 esophageal cancers, 1 leukocytic cancer, 1 liver cancer, 10 lung cancers, 11 ovarian cancers),  FIG.  1 C ) Gene: HAVCR1, Peptide: LLDPKTIFL (SEQ ID NO.: 11), Tissues from left to right: 1 kidney cancer cell line, 13 cancer tissue samples (8 kidney cancers, 1 liver cancer, 2 lung cancers, 2 rectal cancers),  FIG.  1 D ) Gene: RPGRIP1L, Peptide: RLHDENILL (SEQ ID NO.: 13), Tissues from left to right: 1 kidney cancer cell lines, 1 prostate cancer cell line, 1 melanoma cell line, 50 cancer tissue samples (4 brain cancers, 1 colon cancer, 2 esophageal cancers, 3 kidney cancers, 2 liver cancers, 23 lung cancers, 7 ovarian cancers, 2 pancreatic cancers, 2 prostate cancers, 3 rectum cancers, 1 gastric cancer),  FIGS.  1    E-J show the over-presentation of various peptides in different cancer tissues compared to normal tissues. The analyses included data from more than 320 normal tissue samples, and 462 cancer samples. Shown are only samples where the peptide was found to be presented.  FIG.  1 E ) Gene: DNAH14, Peptide: SVLEKEIYSI (SEQ ID NO.: 2), Tissues from left to right: 4 cell lines (3 blood cells, 1 pancreatic), 2 normal tissues (1 lymph node, 1 trachea), 52 cancer tissues (2 bile duct cancers, 1 myeloid cells cancer, 3 leukocytic leukemia cancers, 5 breast cancers, 1 esophageal cancer, 1 esophagus and stomach cancer, 1 gallbladder cancer, 4 colon cancers, 7 lung cancers, 6 lymph node cancers, 7 ovarian cancers, 4 prostate cancers, 4 skin cancers, 2 urinary bladder cancers, 4 uterus cancers),  FIG.  1 F ) Gene: MAGEA3, MAGEA6, Peptide: KIWEELSVLEV (SEQ ID NO.: 40), Tissues from left to right: 8 cancer tissues (1 liver cancer, 3 lung cancers, 2 skin cancers, 1 stomach cancer, 1 urinary bladder cancer),  FIG.  1 G ) Gene: HMX1, Peptide: FLIENLLAA (SEQ ID NO.: 67), Tissues from left to right: 7 cancer tissues (4 brain cancers, 2 lung cancers, 1 uterus cancer),  FIG.  1 H ) Gene: CCDC138, Peptide: FLLEREQLL (SEQ ID NO.: 84), Tissues from left to right: 3 cell lines (2 blood cells, 1 skin), 24 cancer tissues (1 myeloid cells cancer, 3 leukocytic leukemia cancers, 1 bone marrow cancer, 1 breast cancer, 1 kidney cancer, 2 colon cancers, 3 rectum cancers, 1 lung cancer, 7 lymph node cancers, 3 urinary bladder cancers, 1 uterus cancer),  FIG.  1 I ) Gene: CLSPN, Peptide: SLLNQPKAV (SEQ ID NO.: 235), Tissues from left to right: 13 cell lines (3 blood cells, 2 kidney, 8 pancreas), 30 cancer tissues (1 myeloid cells cancer, 1 leukocytic leukemia cancer, 2 brain cancers, 2 breast cancers, 2 esophageal cancers, 1 gallbladder cancer, 1 rectum cancer, 2 liver cancers, 4 lung cancers, 5 lymph node cancers, 2 ovarian cancers, 2 skin cancers, 4 urinary bladder cancers, 1 uterus cancer),  FIG.  1 J ) Gene: SPC25, Peptide: GLAEFQENV (SEQ ID NO.: 243), Tissues from left to right: 3 cell lines (1 blood cells, 1 kidney, 1 pancreas), 67 cancer tissues (1 bile duct cancer, 4 leukocytic leukemia cancers, 1 myeloid cells cancer, 2 brain cancers, 3 breast cancers, 4 esophageal cancers, 2 gallbladder cancers, 2 colon cancers, 1 rectum cancer, 2 liver cancers, 15 lung cancers, 8 lymph node cancers, 9 ovarian cancers, 3 skin cancers, 4 urinary bladder cancers, 6 uterus cancers). 
         FIGS.  2 A- 2 H  show exemplary expression profiles (relative expression compared to normal kidney) of source genes of the present invention that are highly over-expressed or exclusively expressed in different cancers compared to a panel of normal tissues.  FIG.  2 A ) PRIM2—Tissues from left to right: adrenal gland, artery, bone marrow, brain (whole), breast, colon, esophagus, heart, kidney (triplicate), leukocytes, liver, lung, lymph node, ovary, pancreas, placenta, prostate, salivary gland, skeletal muscle, skin, small intestine, spleen, stomach, testis, thymus, thyroid gland, urinary bladder, uterine cervix, uterus, vein (each normal sample represents a pool of several donors), 22 individual prostate cancer samples,  FIG.  2 B ) CHEK1—Tissues from left to right: adrenal gland, artery, bone marrow, brain (whole), breast, colon, esophagus, heart, kidney (triplicate), leukocytes, liver, lung, lymph node, ovary, pancreas, placenta, prostate, salivary gland, skeletal muscle, skin, small intestine, spleen, stomach, testis, thymus, thyroid gland, urinary bladder, uterine cervix, uterus, vein (each normal sample represents a pool of several donors), 3 individual normal colon samples, 10 individual colorectal cancer samples,  FIG.  2 C ) TTC30A—Tissues from left to right: adrenal gland, artery, bone marrow, brain (whole), breast, colon, esophagus, heart, kidney (triplicate), leukocytes, liver, lung, lymph node, ovary, pancreas, placenta, prostate, salivary gland, skeletal muscle, skin, small intestine, spleen, stomach, testis, thymus, thyroid gland, urinary bladder, uterine cervix, uterus, vein (each normal sample represents a pool of several donors), 30 individual brain cancer samples,  FIG.  2 D ) TRIP13—Tissues from left to right: adrenal gland, artery, bone marrow, brain (whole), breast, colon, esophagus, heart, kidney (triplicate), leukocytes, liver, lung, lymph node, ovary, pancreas, placenta, prostate, salivary gland, skeletal muscle, skin, small intestine, spleen, stomach, testis, thymus, thyroid gland, urinary bladder, uterine cervix, uterus, vein (each normal sample represents a pool of several donors), 1 individual normal lung sample, 38 individual lung cancer samples,  FIG.  2 E ) MXRA5—Tissues from left to right: adrenal gland, artery, bone marrow, brain (whole), breast, colon, esophagus, heart, kidney (triplicate), leukocytes, liver, lung, lymph node, ovary, pancreas, placenta, prostate, salivary gland, skeletal muscle, skin, small intestine, spleen, stomach, testis, thymus, thyroid gland, urinary bladder, uterine cervix, uterus, vein (each normal sample represents a pool of several donors), 9 individual pancreatic cancer samples.  FIGS.  2    F-H show exemplary expression profiles of source genes of the present invention that are highly over-expressed or exclusively expressed in cancer in a panel of normal tissues (white bars) and different cancer samples (black bars).  FIG.  2 F ) MMP11, MMP13 (Seq ID No 24)—Tissues from left to right: 80 normal tissue samples (6 arteries, 2 blood cells, 2 brains, 1 heart, 2 livers, 3 lungs, 2 veins, 1 adipose tissue, 1 adrenal gland, 5 bone marrows, 1 cartilage, 1 colon, 1 esophagus, 2 eyes, 2 gallbladders, 1 kidney, 6 lymph nodes, 4 pancreases, 2 peripheral nerves, 2 pituitary glands, 1 rectum, 2 salivary glands, 2 skeletal muscles, 1 skin, 1 small intestine, 1 spleen, 1 stomach, 1 thyroid gland, 7 tracheas, 1 urinary bladder, 1 breast, 5 ovaries, 5 placentas, 1 prostate, 1 testis, 1 thymus, 1 uterus), 50 cancer samples (10 breast cancers, 4 bile duct cancers, 6 gallbladder cancers, 11 esophagus cancers, 10 urinary bladder cancers, 10 uterus cancers),  FIG.  2 G ) HORMAD1 (Seq ID No 168)—Tissues from left to right: 80 normal tissue samples (6 arteries, 2 blood cells, 2 brains, 1 heart, 2 livers, 3 lungs, 2 veins, 1 adipose tissue, 1 adrenal gland, 5 bone marrows, 1 cartilage, 1 colon, 1 esophagus, 2 eyes, 2 gallbladders, 1 kidney, 6 lymph nodes, 4 pancreases, 2 peripheral nerves, 2 pituitary glands, 1 rectum, 2 salivary glands, 2 skeletal muscles, 1 skin, 1 small intestine, 1 spleen, 1 stomach, 1 thyroid gland, 7 tracheas, 1 urinary bladder, 1 breast, 5 ovaries, 5 placentas, 1 prostate, 1 testis, 1 thymus, 1 uterus), 41 cancer samples (10 breast cancers, 10 skin cancers, 11 non-small cell lung cancers, 10 small cell lung cancers),  FIG.  2 H ) IGF2BP1, IGF2BP3 (Seq ID No 274)—Tissues from left to right: 80 normal tissue samples (6 arteries, 2 blood cells, 2 brains, 1 heart, 2 livers, 3 lungs, 2 veins, 1 adipose tissue, 1 adrenal gland, 5 bone marrows, 1 cartilage, 1 colon, 1 esophagus, 2 eyes, 2 gallbladders, 1 kidney, 6 lymph nodes, 4 pancreases, 2 peripheral nerves, 2 pituitary glands, 1 rectum, 2 salivary glands, 2 skeletal muscles, 1 skin, 1 small intestine, 1 spleen, 1 stomach, 1 thyroid gland, 7 tracheas, 1 urinary bladder, 1 breast, 5 ovaries, 5 placentas, 1 prostate, 1 testis, 1 thymus, 1 uterus), 53 cancer samples (4 bile duct cancers, 6 gallbladder cancers, 10 lymph node cancers, 12 ovary cancers, 11 esophagus cancers, 10 lung cancers). 
         FIGS.  3 A and  3 B  show exemplary immunogenicity data: flow cytometry results after peptide-specific multimer staining. 
         FIGS.  4 A- 4 R  show in the upper part: Median MS signal intensities from technical replicate measurements are plotted as colored dots for single HLA-A*02 positive normal (green or grey dots) and tumor samples (red dots) on which the peptide was detected. Tumor and normal samples are grouped according to organ of origin, and box-and-whisker plots represent median, 25th and 75th percentile (box), and minimum and maximum (whiskers) of normalized signal intensities over multiple samples. Normal organs are ordered according to risk categories (blood cells, cardiovascular system, brain, liver, lung: high risk, dark green dots; reproductive organs, breast, prostate: low risk, grey dots; all other organs: medium risk; light green dots). Lower part: The relative peptide detection frequency in every organ is shown as spine plot. Numbers below the panel indicate number of samples on which the peptide was detected out of the total number of samples analyzed for each organ (N=298 for normal samples, N=461 for tumor samples). If the peptide has been detected on a sample but could not be quantified for technical reasons, the sample is included in this representation of detection frequency, but no dot is shown in the upper part of the figure. Tissues (from left to right): Normal samples: artery; blood cells; brain; heart; liver; lung; vein; adipose: adipose tissue; adren.gl.: adrenal gland; BM: bone marrow; colorect: colon and rectum; duod: duodenum; esoph: esophagus; gallb: gallbladder; LN: lymph node; panc: pancreas; parathyr: parathyroid gland; perit: peritoneum; pituit: pituitary; sal.gland: salivary gland; skel.mus: skeletal muscle; skin; sm.int: small intestine; spleen; stomach; thyroid; trachea; ureter; bladder; breast; ovary; placenta; prostate; testis; thymus; uterus. Tumor samples: AML: acute myeloid leukemia; PCA: prostate cancer; BRCA: breast cancer; CLL: chronic lymphocytic leukemia; CRC: colorectal cancer; GALB: gallbladder cancer; HCC: hepatocellular carcinoma; MEL: melanoma; NHL: non-hodgkin lymphoma; OC: ovarian cancer; OSCAR: esophageal cancer; OSC_GC: esophageal/gastric cancer; PC: pancreatic cancer; GB: glioblastoma; GC: gastric cancer; NSCLC: non-small cell lung cancer; RCC: renal cell carcinoma; SCLC: small cell lung cancer; UBC: urinary bladder carcinoma; UEC: uterine and endometrial cancer. 
         FIGS.  5 A- 5 R  show exemplary expression profiles of source genes of the present invention that are over-expressed in different cancer samples. Tumor (red dots) and normal (green or grey dots) samples are grouped according to organ of origin, and box-and-whisker plots represent median, 25th and 75th percentile (box), and minimum and maximum (whiskers) RPKM values. Normal organs are ordered according to risk categories. RPKM=reads per kilobase per million mapped reads. Normal samples: artery; blood cells; brain; heart; liver; lung; vein; adipose: adipose tissue; adren.gl.: adrenal gland; BM: bone marrow; cartilage; colorect: colon and rectum; esoph: esophagus; eye; gallb: gallbladder; kidney; LN: lymph node; nerve; panc: pancreas; pituit: pituitary; sal.gland: salivary gland; skel.mus: skeletal muscle; skin; sm.int: small intestine; spleen; stomach; thyroid; trachea; bladder; breast; ovary; placenta; prostate; testis; thymus; uterus. Tumor samples: AML: acute myeloid leukemia; PCA: prostate cancer; BRCA: breast cancer; CLL: chronic lymphocytic leukemia; CRC: colorectal cancer; GALB: gallbladder cancer; HCC: hepatocellular carcinoma; MEL: melanoma; NHL: non-hodgkin lymphoma; OC: ovarian cancer; OSCAR: esophageal cancer; PC: pancreatic cancer; GB: glioblastoma; GC: gastric cancer; NSCLC: non-small cell lung cancer; RCC: renal cell carcinoma; SCLC: small cell lung cancer; UBC: urinary bladder carcinoma; UEC: uterine and endometrial cancer. 
         FIGS.  6 A to  6 M  show exemplary results of peptide-specific in vitro CD8+ T cell responses of a healthy HLA-A*02+ donor. CD8+ T cells were primed using artificial APCs coated with anti-CD28 mAb and HLA-A*02 in complex with for example SeqID No 11 peptide ( FIG.  6 A , left panel) or SeqID No 14 peptide ( FIG.  6 B , left panel), respectively (SeqID No 157 ( FIG.  6 C ), 233 ( FIG.  6 D ), 85 ( FIG.  6 E ), 89 ( FIG.  6 F ), 155 (FIG.  6 G), 153 ( FIG.  6 H ), 264 ( FIG.  6 I ), 117 ( FIG.  6 J ), 253 ( FIG.  6 K ), 39 ( FIG.  6 L ), and 203 ( FIG.  6 M )). After three cycles of stimulation, the detection of peptide-reactive cells was performed by 2D multimer staining with the relevant multimer, for example A*02/SeqID No 11 ( FIG.  6 A ) or A*02/SeqID No 14 ( FIG.  6 B ). Right panels (for example  FIGS.  6 A and  6 B ) show control staining of cells stimulated with irrelevant A*02/peptide complexes. Viable singlet cells were gated for CD8+ lymphocytes. Boolean gates helped excluding false-positive events detected with multimers specific for different peptides. Frequencies of specific multimer+ cells among CD8+ lymphocytes are indicated. 
         FIGS.  7 A- 7 C  show the over-presentation of various peptides in different cancer tissues compared to normal tissues. The analyses included data from more than 320 normal tissue samples, and 462 cancer samples. Shown are only samples where the peptide was found to be presented.  FIG.  7 A ) Gene: CCR8, Peptide: LLIPFTIFM (SEQ ID NO.: 43), Tissues from left to right: 16 cancer tissues (1 bile duct cancer, 1 breast cancer, 1 colon cancer, 7 lung cancers, 2 lymph node cancers, 3 ovarian cancers, 1 skin cancer);  FIG.  7 B ) Gene: CXCR5, Peptide: ILVTSIFFL (SEQ ID NO.: 152), Tissues from left to right: 6 normal tissues (1 lymph node, 5 spleens), 16 cancer tissues (8 leukocytic leukemia cancers, 8 lymph node cancers);  FIG.  7 C ) Gene: CYSLTR1, Peptide: VILTSSPFL (SEQ ID NO.: 156), Tissues from left to right: 3 normal tissues (1 lung, 1 lymph node, 1 spleen), 11 cancer tissues (2 breast cancers, 5 leukocytic leukemia cancers, 3 lymph node cancers, 1 myeloid cells cancer). 
     
    
    
     EXAMPLES 
     Example 1 
     Identification and Quantitation of Tumor Associated Peptides Presented on the Cell Surface 
     Tissue Samples 
     Patients&#39; tumor tissues were obtained from Asterand (Detroit, USA and Royston, Herts, UK); Val d&#39;Hebron University Hospital (Barcelona); BioServe (Beltsville, Md., USA); Center for cancer immune therapy (CCIT), Herlev Hospital (Herlev); Geneticist Inc. (Glendale, Calif., USA); University Hospital of Geneva; University Hospital of Heidelberg; University Hospital of Munich; Kyoto Prefectural University of Medicine (KPUM); Osaka City University (OCU); ProteoGenex Inc., (Culver City, Calif., USA); University Hospital of Tübingen. Normal tissues were obtained from Bio-Options Inc., CA, USA; BioServe, Beltsville, Md., USA; Capital BioScience Inc., Rockville, Md., USA; Geneticist Inc., Glendale, Calif., USA; University Hospital of Geneva; University Hospital of Heidelberg; University Hospital Munich; ProteoGenex Inc., Culver City, Calif., USA; University Hospital of Tübingen. Written informed consents of all patients had been given before surgery or autopsy. Tissues were shock-frozen immediately after excision and stored until isolation of TUMAPs at −70° C. or below. 
     Isolation of HLA Peptides from Tissue Samples 
     HLA peptide pools from shock-frozen tissue samples were obtained by immune precipitation from solid tissues according to a slightly modified protocol (Falk et al., 1991; Seeger et al., 1999) using the HLA-A*02-specific antibody BB7.2, the HLA-A, -B, -C-specific antibody W6/32, CNBr-activated sepharose, acid treatment, and ultrafiltration. 
     Mass Spectrometry Analyses 
     The HLA peptide pools as obtained were separated according to their hydrophobicity by reversed-phase chromatography (nanoAcquity UPLC system, Waters) and the eluting peptides were analyzed in LTQ-velos and fusion hybrid mass spectrometers (ThermoElectron) equipped with an ESI source. Peptide pools were loaded directly onto the analytical fused-silica micro-capillary column (75 μm i.d.×250 mm) packed with 1.7 μm C18 reversed-phase material (Waters) applying a flow rate of 400 nL per minute. Subsequently, the peptides were separated using a two-step 180 minute-binary gradient from 10% to 33% B at a flow rate of 300 nL per minute. The gradient was composed of Solvent A (0.1% formic acid in water) and solvent B (0.1% formic acid in acetonitrile). A gold coated glass capillary (PicoTip, New Objective) was used for introduction into the nanoESI source. The LTQ-Orbitrap mass spectrometers were operated in the data-dependent mode using a TOP5 strategy. In brief, a scan cycle was initiated with a full scan of high mass accuracy in the Orbitrap (R=30 000), which was followed by MS/MS scans also in the Orbitrap (R=7500) on the 5 most abundant precursor ions with dynamic exclusion of previously selected ions. Tandem mass spectra were interpreted by SEQUEST and additional manual control. The identified peptide sequence was assured by comparison of the generated natural peptide fragmentation pattern with the fragmentation pattern of a synthetic sequence-identical reference peptide. 
     Label-free relative LC-MS quantitation was performed by ion counting i.e. by extraction and analysis of LC-MS features (Mueller et al., 2007). The method assumes that the peptide&#39;s LC-MS signal area correlates with its abundance in the sample. Extracted features were further processed by charge state deconvolution and retention time alignment (Mueller et al., 2008; Sturm et al., 2008). Finally, all LC-MS features were cross-referenced with the sequence identification results to combine quantitative data of different samples and tissues to peptide presentation profiles. The quantitative data were normalized in a two-tier fashion according to central tendency to account for variation within technical and biological replicates. Thus each identified peptide can be associated with quantitative data allowing relative quantification between samples and tissues. In addition, all quantitative data acquired for peptide candidates was inspected manually to assure data consistency and to verify the accuracy of the automated analysis. For each peptide a presentation profile was calculated showing the mean sample presentation as well as replicate variations. The profiles juxtapose cancer samples to a baseline of normal tissue samples. Presentation profiles of exemplary over-presented peptides are shown in  FIG.  1   . An overview of peptide presentation across entities is shown in Table 4 for selected peptides. 
     
       
         
           
               
             
               
                 TABLE 4 
               
             
            
               
                   
               
               
                 Overview of presentation of selected peptides across 
               
               
                 entities. A peptide was considered interesting in an 
               
               
                 entity if it was over-presented on cancer samples of 
               
               
                 this entity compared to normal tissues. 
               
            
           
           
               
               
               
            
               
                 SEQ ID 
                   
                   
               
               
                 NO. 
                 Sequence 
                 Entities of particular interest 
               
               
                   
               
            
           
           
               
               
               
            
               
                 1 
                 KLQEKIQEL 
                 GB, GC, NSCLC, HCC, OC, RCC, CRC, PC, OSCAR 
               
               
                   
               
               
                 2 
                 SVLEKEIYSI 
                 NSCLC, HCC, BPH, OC, CRC, PC 
               
               
                   
               
               
                 3 
                 RVIDDSLVVGV 
                 NSCLC, HCC, OC, MEL, CRC, PC, OSCAR 
               
               
                   
               
               
                 4 
                 VLFGELPAL 
                 GB, NSCLC, BRCA, RCC, PC, OC, PC 
               
               
                   
               
               
                 5 
                 GLVDIMVHL 
                 NSCLC, RCC, OC 
               
               
                   
               
               
                 7 
                 ALLQALMEL 
                 GC, NSCLC, RCC, CRC, PC 
               
               
                   
               
               
                 8 
                 ALSSSQAEV 
                 GB, NSCLC, OC, CRC, PC 
               
               
                   
               
               
                 9 
                 SLITGQDLLSV 
                 NSCLC, BPH, OC, MEL, PC, OSCAR 
               
               
                   
               
               
                 10 
                 QLIEKNWLL 
                 NSCLC, OC, CRC, PC, HCC, CLL, OSCAR 
               
               
                   
               
               
                 11 
                 LLDPKTIFL 
                 NSCLC, HCC, RCC, CRC 
               
               
                   
               
               
                 12 
                 RLLDPKTIFL 
                 NSCLC, RCC 
               
               
                   
               
               
                 13 
                 RLHDENILL 
                 GB, GC, NSCLC, HCC, BPH, OC, RCC, CRC, PC, 
               
               
                   
                   
                 OSCAR 
               
               
                   
               
               
                 14 
                 YTFSGDVQL 
                 GC, NSCLC, CRC, PC, OSCAR 
               
               
                   
               
               
                 15 
                 GLPSATTTV 
                 GC, NSCLC, OC, PC 
               
               
                   
               
               
                 16 
                 SLADLSLLL 
                 NSCLC, HCC, PC 
               
               
                   
               
               
                 17 
                 GLLPSAESIKL 
                 NSCLC, BPH, OC, OSCAR 
               
               
                   
               
               
                 18 
                 KTASINQNV 
                 NSCLC, CRC, PC, OSCAR, OC 
               
               
                   
               
               
                 19 
                 KVFELDLVTL 
                 GC, NSCLC, CRC, OSCAR 
               
               
                   
               
               
                 21 
                 YLMDDFSSL 
                 PC, NSCLC 
               
               
                   
               
               
                 22 
                 LMYPYIYHV 
                 GB, NSCLC, OC, OSCAR 
               
               
                   
               
               
                 23 
                 ALLSPLSLA 
                 PC 
               
               
                   
               
               
                 24 
                 KVWSDVTPL 
                 PC, NSCLC 
               
               
                   
               
               
                 25 
                 LLWGHPRVALA 
                 CRC, PC, NSCLC 
               
               
                   
               
               
                 26 
                 VLDGKVAVV 
                 HCC, MEL, OC, GB, GC, NSCLC 
               
               
                   
               
               
                 27 
                 GLLGKVTSV 
                 NSCLC, BRCA 
               
               
                   
               
               
                 29 
                 KMISAIPTL 
                 NSCLC, OC 
               
               
                   
               
               
                 34 
                 TLNTLDINL 
                 OC, PC 
               
               
                   
               
               
                 35 
                 VHKGLEEI 
                 GC, NSCLC, OSCAR 
               
               
                   
               
               
                 36 
                 TVLQELINV 
                 NSCLC, PC, OSCAR 
               
               
                   
               
               
                 37 
                 QIVELIEKI 
                 GC, NSCLC, OSCAR 
               
               
                   
               
               
                 39 
                 YLEDGFAYV 
                 GB, NSCLC, HCC, PC 
               
               
                   
               
               
                 40 
                 KIWEELSVLEV 
                 GC, NSCLC, HCC, MEL 
               
               
                   
               
               
                 43 
                 LLIPFTIFM 
                 NSCLC, MEL, CRC, OC 
               
               
                   
               
               
                 44 
                 AVFNLVHVV 
                 GC, NSCLC, PC 
               
               
                   
               
               
                 46 
                 ISLDEVAVSL 
                 GB, NSCLC, HCC, OC 
               
               
                   
               
               
                 47 
                 GLNGFNVLL 
                 PC, OSCAR 
               
               
                   
               
               
                 48 
                 KISDFGLATV 
                 GB, NSCLC, PC, OSCAR 
               
               
                   
               
               
                 49 
                 KLIGNIHGNEV 
                 GB, NSCLC, OC 
               
               
                   
               
               
                 50 
                 ILLSVLHQL 
                 NSCLC, CRC 
               
               
                   
               
               
                 51 
                 LDSEALLTL 
                 GB, NSCLC, HCC 
               
               
                   
               
               
                 52 
                 TIGIPFPNV 
                 NSCLC, PC, OC 
               
               
                   
               
               
                 53 
                 AQHLSTLLL 
                 GC, NSCLC 
               
               
                   
               
               
                 54 
                 YLVPGLVAA 
                 NSCLC, OC 
               
               
                   
               
               
                 55 
                 HLFDKIIKI 
                 GC, CRC 
               
               
                   
               
               
                 56 
                 VLQENSSDYQSNL 
                 NSCLC, HCC 
               
               
                   
               
               
                 57 
                 TLYPGRFDYV 
                 NSCLC, PC 
               
               
                   
               
               
                 58 
                 HLLGEGAFAQV 
                 NSCLC, PC 
               
               
                   
               
               
                 59 
                 ALADGIKSFLL 
                 NSCLC, PC 
               
               
                   
               
               
                 60 
                 YLFSQGLQGL 
                 NSCLC, PC 
               
               
                   
               
               
                 61 
                 ALYPKEITL 
                 NSCLC, CRC 
               
               
                   
               
               
                 63 
                 KLLPMVIQL 
                 NSCLC, PC 
               
               
                   
               
               
                 65 
                 SLSEKSPEV 
                 NSCLC, OC, OSCAR, MEL 
               
               
                   
               
               
                 66 
                 AMFPDTIPRV 
                 NSCLC, OC 
               
               
                   
               
               
                 67 
                 FLIENLLAA 
                 GB, NSCLC 
               
               
                   
               
               
                 68 
                 QLMNLIRSV 
                 HCC, PC 
               
               
                   
               
               
                 69 
                 LKVLKADVVL 
                 GC, NSCLC 
               
               
                   
               
               
                 70 
                 GLTEKTVLV 
                 NSCLC, PC 
               
               
                   
               
               
                 71 
                 HMSGKLTNV 
                 NSCLC, PC 
               
               
                   
               
               
                 73 
                 SVPKTLGV 
                 GB, RCC 
               
               
                   
               
               
                 74 
                 GLAFLPASV 
                 GC, CRC 
               
               
                   
               
               
                 76 
                 FTAEFLEKV 
                 NSCLC, PC, GB, OSCAR 
               
               
                   
               
               
                 77 
                 ALYGNVQQV 
                 NSCLC, OC 
               
               
                   
               
               
                 82 
                 ILAEEPIYIRV 
                 NSCLC, PC, OSCAR, OC 
               
               
                   
               
               
                 83 
                 GLLENSPHL 
                 NSCLC, OC 
               
               
                   
               
               
                 84 
                 FLLEREQLL 
                 NSCLC, MEL, RCC, CRC, PC 
               
               
                   
               
               
                 85 
                 KLLDKPEQFL 
                 NSCLC, OC, MEL, CRC 
               
               
                   
               
               
                 86 
                 SLFSNIESV 
                 NSCLC, BPH, CRC 
               
               
                   
               
               
                 88 
                 LLLPLELSLA 
                 GB, NSCLC, PC 
               
               
                   
               
               
                 89 
                 SLAETIFIV 
                 GC, NSCLC, OC 
               
               
                   
               
               
                 92 
                 RLFEEVLGV 
                 NSCLC, HCC, OC, OC 
               
               
                   
               
               
                 93 
                 RLYGYFHDA 
                 NSCLC, PC 
               
               
                   
               
               
                 94 
                 YLDEVAFML 
                 NSCLC, HCC, OC 
               
               
                   
               
               
                 95 
                 KLIDEDEPLFL 
                 NSCLC, OC 
               
               
                   
               
               
                 96 
                 ALDTTRHEL 
                 NSCLC, PC 
               
               
                   
               
               
                 97 
                 KLFEKSTGL 
                 NSCLC, CRC 
               
               
                   
               
               
                 98 
                 FVQEKIPEL 
                 GC, CRC 
               
               
                   
               
               
                 100 
                 ALQSFEFRV 
                 OC, RCC 
               
               
                   
               
               
                 101 
                 SLLEVNEASSV 
                 GC, CLL 
               
               
                   
               
               
                 102 
                 GLYPVTLVGV 
                 BPH, OC 
               
               
                   
               
               
                 114 
                 LLFPSDVQTL 
                 PC, OSCAR 
               
               
                   
               
               
                 116 
                 ALLSSVAEA 
                 NSCLC, OSCAR, OC 
               
               
                   
               
               
                 117 
                 TLLEGISRA 
                 NSCLC, OC 
               
               
                   
               
               
                 134 
                 SLYKSFLQL 
                 NSCLC, OSCAR, OC 
               
               
                   
               
               
                 137 
                 KLIYKDLVSV 
                 NSCLC, OC, PC 
               
               
                   
               
               
                 146 
                 VVAAHLAGA 
                 NSCLC, OSCAR, OC 
               
               
                   
               
               
                 158 
                 YLDPLWHQL 
                 PC, OC 
               
               
                   
               
               
                 165 
                 SLLDYEVSI 
                 NSCLC, OSCAR, OC 
               
               
                   
               
               
                 166 
                 LLGDSSFFL 
                 NSCLC, HCC, OSCAR, OC, PC 
               
               
                   
               
               
                 170 
                 FIAAVVEKV 
                 NSCLC, OC 
               
               
                   
               
               
                 175 
                 SLLDLVQSL 
                 PC, OC 
               
               
                   
               
               
                 176 
                 VQSGLRILL 
                 NSCLC, OSCAR 
               
               
                   
               
               
                 184 
                 ALDSTIAHL 
                 NSCLC, OC 
               
               
                   
               
               
                 191 
                 AAIEIFEKV 
                 NSCLC, OSCAR, OC 
               
               
                   
               
               
                 203 
                 FLFVDPELV 
                 NSCLC, GC, OC 
               
               
                   
               
               
                 229 
                 YLYELEHAL 
                 NSCLC, OC 
               
               
                   
               
               
                 233 
                 SLFESLEYL 
                 NSCLC, OSCAR, OC 
               
               
                   
               
               
                 234 
                 VLLNEILEQV 
                 GC, NSCLC, HCC, OC, MEL, RCC, CRC, PC, 
               
               
                   
                   
                 OSCAR 
               
               
                   
               
               
                 235 
                 SLLNQPKAV 
                 GB, NSCLC, HCC, OC, MEL, CRC, PC, OSCAR 
               
               
                   
               
               
                 236 
                 KMSELQTYV 
                 GB, NSCLC, HCC, OC, MEL, CRC, PC 
               
               
                   
               
               
                 237 
                 ALLEQTGDMSL 
                 NSCLC, OC, MEL, CRC 
               
               
                   
               
               
                 239 
                 VIIKGLEEITV 
                 GC, NSCLC, HCC, OC, MEL, CRC, PC 
               
               
                   
               
               
                 241 
                 KQFEGTVEI 
                 NSCLC, MCC, OC, CRC, PC, OSCAR 
               
               
                   
               
               
                 242 
                 KLQEEIPVL 
                 GB, NSCLC, CRC 
               
               
                   
               
               
                 243 
                 GLAEFQENV 
                 GB, NSCLC, HCC, OC, CRC, PC, OSCAR 
               
               
                   
               
               
                 244 
                 NVAEIVIHI 
                 GC, NSCLC 
               
               
                   
               
               
                 246 
                 ALAGIVTNV 
                 NSCLC, HCC, OC, MEL, RCC 
               
               
                   
               
               
                 247 
                 NLLIDDKGTIKL 
                 NSCLC, HCC, MEL, CRC, PC 
               
               
                   
               
               
                 248 
                 VLMQDSRLYL 
                 NSCLC, CRC, PC 
               
               
                   
               
               
                 251 
                 LLWGNLPEI 
                 NSCLC, MEL, CRC, PC, OC 
               
               
                   
               
               
                 252 
                 SLMEKNQSL 
                 NSCLC, OC, CRC, OSCAR, RCC 
               
               
                   
               
               
                 253 
                 KLLAVIHEL 
                 NSCLC, RCC, CRC, PC, OSCAR, OC 
               
               
                   
               
               
                 254 
                 ALGDKFLLRV 
                 NSCLC, HCC, MEL, OC 
               
               
                   
               
               
                 255 
                 FLMKNSDLYGA 
                 NSCLC, HCC, MEL, PC, OSCAR 
               
               
                   
               
               
                 256 
                 FLNDIFERI 
                 NSCLC, HCC, CLL, OC 
               
               
                   
               
               
                 257 
                 KLIDHQGLYL 
                 NSCLC, OC, CRC, OSCAR 
               
               
                   
               
               
                 258 
                 QLVQRVASV 
                 NSCLC, OC 
               
               
                   
               
               
                 259 
                 GPGIFPPPPPQP 
                 NSCLC, BPH, OSCAR, OC 
               
               
                   
               
               
                 260 
                 ALNESLVEC 
                 NSCLC, MEL, OSCAR, OC 
               
               
                   
               
               
                 261 
                 GLAALAVHL 
                 NSCLC, OC, MEL, CRC, PC, OSCAR 
               
               
                   
               
               
                 262 
                 LLLEAVWHL 
                 NSCLC, CRC 
               
               
                   
               
               
                 263 
                 SHEYLPTL 
                 NSCLC, MEL, PC 
               
               
                   
               
               
                 264 
                 TLHDQVHLL 
                 NSCLC, BPH, OC 
               
               
                   
               
               
                 265 
                 FLLDKPQDLSI 
                 NSCLC, OC, RCC 
               
               
                   
               
               
                 266 
                 FLLDKPQDL 
                 RCC, OC 
               
               
                   
               
               
                 267 
                 YLLDMPLWYL 
                 NSCLC, RCC, CRC, OC, MEL 
               
               
                   
               
               
                 269 
                 GLLDCPIFL 
                 NSCLC, CRC, OSCAR, OC 
               
               
                   
               
               
                 270 
                 TLLTFFHEL 
                 GB, PC 
               
               
                   
               
               
                 271 
                 VLIEYNFSI 
                 NSCLC, OC 
               
               
                   
               
               
                 272 
                 FVMEGEPPKL 
                 NSCLC, OC 
               
               
                   
               
               
                 273 
                 SLNKQIETV 
                 NSCLC, OC 
               
               
                   
               
               
                 274 
                 TLYNPERTITV 
                 NSCLC, PC, HCC 
               
               
                   
               
               
                 277 
                 KLQEELNKV 
                 HCC, OC 
               
               
                   
               
               
                 281 
                 LLLESDPKVYSL 
                 PC, OC 
               
               
                   
               
               
                 284 
                 KLMDPGSLPPL 
                 NSCLC, OC 
               
               
                   
               
               
                 287 
                 KIQEILTQV 
                 GB, GC, NSCLC, HCC, CLL, OC, MEL, RCC, CRC, 
               
               
                   
                   
                 PC, OSCAR 
               
               
                   
               
               
                 288 
                 SLYKGLLSV 
                 GB, NSCLC, HCC, BPH, OC, RCC, CRC, PC, 
               
               
                   
                   
                 OSCAR 
               
               
                   
               
               
                 MEL = melanoma, 
               
               
                 BRCA = breast cancer, 
               
               
                 OSCAR = esophageal carcinoma. 
               
               
                 BPH includes benign prostate hyperplasia as well as pancreatic cancer. 
               
            
           
         
       
     
     
       
         
           
               
             
               
                 TABLE 4B 
               
             
            
               
                   
               
               
                 Overview of presentation of selected peptides across entities. 
               
            
           
           
               
               
               
            
               
                 SEQ ID 
                   
                   
               
               
                 NO. 
                 Sequence 
                 Additional entities of particular interest 
               
               
                   
               
            
           
           
               
               
               
            
               
                 1 
                 KLQEKIQEL 
                 MEL, AML, NHL 
               
               
                   
               
               
                 2 
                 SVLEKEIYSI 
                 GC, CLL, OSCAR, SCLC, UBC, UTC, BRCA, 
               
               
                   
                   
                 GBC_CCC, MEL, AML, NHL 
               
               
                   
               
               
                 3 
                 RVIDDSLVVGV 
                 UBC 
               
               
                   
               
               
                 4 
                 VLFGELPAL 
                 SCLC, UBC, UTC 
               
               
                   
               
               
                 5 
                 GLVDIMVHL 
                 SCLC, UBC, BRCA, MEL, PC 
               
               
                   
               
               
                 6 
                 FLNAIETAL 
                 RCC 
               
               
                   
               
               
                 7 
                 ALLQALMEL 
                 CLL, OSCAR, OC, SCLC, UTC, BRCA, GBC_CCC, 
               
               
                   
                   
                 MEL, AML, NHL 
               
               
                   
               
               
                 8 
                 ALSSSQAEV 
                 BPH, OSCAR, SCLC, UBC, UTC, BRCA, GBC_CCC, 
               
               
                   
                   
                 MEL, AML, NHL 
               
               
                   
               
               
                 9 
                 SLITGQDLLSV 
                 SCLC, UBC, UTC, BRCA, GBC_CCC 
               
               
                   
               
               
                 10 
                 QLIEKNWLL 
                 SCLC, UBC, UTC, BRCA, GBC_CCC, MEL, AML, 
               
               
                   
                   
                 NHL 
               
               
                   
               
               
                 11 
                 LLDPKTIFL 
                 GBC_CCC 
               
               
                   
               
               
                 13 
                 RLHDENILL 
                 SCLC, UBC, UTC, BRCA, MEL, AML, NHL 
               
               
                   
               
               
                 14 
                 YTFSGDVQL 
                 SCLC, UBC, UTC, GBC_CCC, MEL 
               
               
                   
               
               
                 15 
                 GLPSATTTV 
                 UBC, UTC, MEL 
               
               
                   
               
               
                 16 
                 SLADLSLLL 
                 GB, GC, BPH, CLL, OSCAR, OC, SCLC, UBC, 
               
               
                   
                   
                 UTC, BRCA, GBC_CCC, MEL, RCC, CRC, AML, 
               
               
                   
                   
                 NHL 
               
               
                   
               
               
                 17 
                 GLLPSAESIKL 
                 UBC 
               
               
                   
               
               
                 18 
                 KTASINQNV 
                 SCLC, UBC, UTC, MEL 
               
               
                   
               
               
                 19 
                 KVFELDLVTL 
                 AML, NHL 
               
               
                   
               
               
                 21 
                 YLMDDFSSL 
                 OSCAR, OC, SCLC, UBC, BRCA, GBC_CCC, MEL, 
               
               
                   
                   
                 AML, NHL 
               
               
                   
               
               
                 22 
                 LMYPYIYHV 
                 HCC, CLL, SCLC, UBC, BRCA, GBC_CCC, MEL, 
               
               
                   
                   
                 CRC, NHL 
               
               
                   
               
               
                 24 
                 KVWSDVTPL 
                 BRCA 
               
               
                   
               
               
                 26 
                 VLDGKVAVV 
                 CLL, UTC, NHL 
               
               
                   
               
               
                 27 
                 GLLGKVTSV 
                 SCLC, UBC 
               
               
                   
               
               
                 28 
                 IKVTDPQLLEL 
                 NSCLC, MEL 
               
               
                   
               
               
                 29 
                 KMISAIPTL 
                 UTC 
               
               
                   
               
               
                 30 
                 IITEVITRL 
                 OC, UTC 
               
               
                   
               
               
                 31 
                 GLLETTGLLAT 
                 OC 
               
               
                   
               
               
                 33 
                 TLDRNSLYV 
                 OC, UTC 
               
               
                   
               
               
                 34 
                 TLNTLDINL 
                 UTC 
               
               
                   
               
               
                 35 
                 VIIKGLEEI 
                 OC 
               
               
                   
               
               
                 36 
                 TVLQELINV 
                 UBC, UTC, MEL, CRC, AML, NHL 
               
               
                   
               
               
                 38 
                 VLQQESNFL 
                 AML 
               
               
                   
               
               
                 39 
                 YLEDGFAYV 
                 CLL, UBC, UTC, MEL, NHL 
               
               
                   
               
               
                 40 
                 KIWEELSVLEV 
                 SCLC, UBC 
               
               
                   
               
               
                 41 
                 IVTEIISEI 
                 CLL, SCLC, UTC, GBC_CCC, AML, NHL 
               
               
                   
               
               
                 43 
                 LLIPFTIFM 
                 SCLC, GBC_CCC, NHL 
               
               
                   
               
               
                 46 
                 ISLDEVAVSL 
                 BRCA 
               
               
                   
               
               
                 47 
                 GLNGFNVLL 
                 SCLC, UTC, GBC_CCC, MEL, CRC, AML, NHL 
               
               
                   
               
               
                 48 
                 KISDFGLATV 
                 OC, MEL 
               
               
                   
               
               
                 51 
                 LDSEALLTL 
                 BRCA 
               
               
                   
               
               
                 52 
                 TIGIPFPNV 
                 MEL, NHL 
               
               
                   
               
               
                 53 
                 AQHLSTLLL 
                 SCLC, GBC_CCC 
               
               
                   
               
               
                 56 
                 VLQENSSDYQSNL 
                 UTC 
               
               
                   
               
               
                 57 
                 TLYPGRFDYV 
                 OSCAR, UBC 
               
               
                   
               
               
                 59 
                 ALADGIKSFLL 
                 BRCA, MEL 
               
               
                   
               
               
                 64 
                 SLYAGSNNQV 
                 NSCLC 
               
               
                   
               
               
                 65 
                 SLSEKSPEV 
                 HCC, SCLC, UBC, UTC, BRCA, NHL 
               
               
                   
               
               
                 67 
                 FLIENLLAA 
                 UTC 
               
               
                   
               
               
                 68 
                 QLMNLIRSV 
                 UBC, AML 
               
               
                   
               
               
                 70 
                 GLTEKTVLV 
                 CRC, AML, NHL 
               
               
                   
               
               
                 75 
                 ALLDGALQL 
                 GC, CRC 
               
               
                   
               
               
                 76 
                 FTAEFLEKV 
                 UBC, MEL, AML, NHL 
               
               
                   
               
               
                 77 
                 ALYGNVQQV 
                 BRCA, NHL 
               
               
                   
               
               
                 78 
                 LFQSRIAGV 
                 BPH 
               
               
                   
               
               
                 80 
                 VLTGQVHEL 
                 GB 
               
               
                   
               
               
                 83 
                 GLLENSPHL 
                 BRCA, MEL, AML, NHL 
               
               
                   
               
               
                 84 
                 FLLEREQLL 
                 CLL, UBC, UTC, BRCA, AML, NHL 
               
               
                   
               
               
                 85 
                 KLLDKPEQFL 
                 NHL 
               
               
                   
               
               
                 86 
                 SLFSNIESV 
                 SCLC, BRCA, GBC_CCC 
               
               
                   
               
               
                 87 
                 KLLSLLEEA 
                 NSCLC, BPH 
               
               
                   
               
               
                 89 
                 SLAETIFIV 
                 SCLC, GBC_CCC, RCC, NHL 
               
               
                   
               
               
                 90 
                 AILNVDEKNQV 
                 OC 
               
               
                   
               
               
                 91 
                 LLPSIFLMV 
                 OC 
               
               
                   
               
               
                 92 
                 RLFEEVLGV 
                 OSCAR, SCLC, UBC, BRCA, AML 
               
               
                   
               
               
                 94 
                 YLDEVAFML 
                 UBC, BRCA, GBC_CCC 
               
               
                   
               
               
                 95 
                 KLIDEDEPLFL 
                 SCLC, UTC, GBC_CCC 
               
               
                   
               
               
                 96 
                 ALDTTRHEL 
                 OSCAR, UBC, UTC 
               
               
                   
               
               
                 98 
                 FVQEKIPEL 
                 GBC_CCC 
               
               
                   
               
               
                 99 
                 TLFGIQLTEA 
                 GC, GBC_CCC 
               
               
                   
               
               
                 101 
                 SLLEVNEASSV 
                 NHL 
               
               
                   
               
               
                 102 
                 GLYPVTLVGV 
                 SCLC, BRCA, AML 
               
               
                   
               
               
                 103 
                 YLADTVQKL 
                 NSCLC 
               
               
                   
               
               
                 104 
                 DLPTQEPALGTT 
                 BPH 
               
               
                   
               
               
                 106 
                 VLLGSVVIFA 
                 BPH 
               
               
                   
               
               
                 108 
                 FIANLPPELKA 
                 BPH 
               
               
                   
               
               
                 109 
                 ILGSFELQL 
                 BPH 
               
               
                   
               
               
                 110 
                 QIQGQVSEV 
                 BPH 
               
               
                   
               
               
                 112 
                 ILAQDVAQL 
                 MEL, AML, NHL 
               
               
                   
               
               
                 113 
                 FLFLKEVKV 
                 CRC 
               
               
                   
               
               
                 116 
                 ALLSSVAEA 
                 SCLC, BRCA, CRC 
               
               
                   
               
               
                 117 
                 TLLEGISRA 
                 BRCA 
               
               
                   
               
               
                 118 
                 IAYNPNGNAL 
                 NSCLC, CLL, AML 
               
               
                   
               
               
                 119 
                 SLIEESEEL 
                 OC, UTC 
               
               
                   
               
               
                 121 
                 ALYVQAPTV 
                 NSCLC, UTC, NHL 
               
               
                   
               
               
                 122 
                 SIIDTELKV 
                 AML 
               
               
                   
               
               
                 124 
                 ALLLRLFTI 
                 NSCLC 
               
               
                   
               
               
                 128 
                 SILTNISEV 
                 NSCLC 
               
               
                   
               
               
                 129 
                 KMASKVTQV 
                 HCC 
               
               
                   
               
               
                 130 
                 QLYGSAITL 
                 HCC 
               
               
                   
               
               
                 132 
                 ALLNNVIEV 
                 HCC, BRCA 
               
               
                   
               
               
                 133 
                 FLDGRPLTL 
                 UTC, MEL 
               
               
                   
               
               
                 135 
                 HLDTVKIEV 
                 GB 
               
               
                   
               
               
                 136 
                 LLWDAPAKC 
                 CRC 
               
               
                   
               
               
                 139 
                 IILENIQSL 
                 UBC, BRCA, AML 
               
               
                   
               
               
                 140 
                 FLDSQITTV 
                 MEL 
               
               
                   
               
               
                 142 
                 LLDAAHASI 
                 NSCLC 
               
               
                   
               
               
                 143 
                 MLWESIMRV 
                 NSCLC, UTC 
               
               
                   
               
               
                 144 
                 FLISQTPLL 
                 NSCLC, SCLC, UBC 
               
               
                   
               
               
                 145 
                 ALEEKLENV 
                 NSCLC 
               
               
                   
               
               
                 146 
                 VVAAHLAGA 
                 GC, MEL 
               
               
                   
               
               
                 147 
                 GLLSALENV 
                 CLL, NHL 
               
               
                   
               
               
                 148 
                 YLILSSHQL 
                 CLL, NHL 
               
               
                   
               
               
                 150 
                 VLLDMVHSL 
                 HCC, UTC 
               
               
                   
               
               
                 151 
                 DISKRIQSL 
                 NSCLC 
               
               
                   
               
               
                 152 
                 ILVTSIFFL 
                 CLL, NHL 
               
               
                   
               
               
                 153 
                 KLVELEHTL 
                 GC, NSCLC, OSCAR 
               
               
                   
               
               
                 154 
                 AIIKEIQTV 
                 GB, NSCLC, HCC, UBC, MEL 
               
               
                   
               
               
                 155 
                 TLDSYLKAV 
                 OC, BRCA 
               
               
                   
               
               
                 156 
                 VILTSSPFL 
                 CLL, BRCA, AML, NHL 
               
               
                   
               
               
                 157 
                 ILQDGQFLV 
                 HCC, UBC 
               
               
                   
               
               
                 158 
                 YLDPLWHQL 
                 CLL, MEL, NHL 
               
               
                   
               
               
                 159 
                 QLGPVPVTI 
                 UBC, RCC, NHL 
               
               
                   
               
               
                 160 
                 TLQEWLTEV 
                 NSCLC, GBC_CCC 
               
               
                   
               
               
                 161 
                 NLLDENVCL 
                 CRC 
               
               
                   
               
               
                 162 
                 GLLGNLLTSL 
                 NSCLC 
               
               
                   
               
               
                 163 
                 GLEERLYTA 
                 NSCLC, CLL, AML, NHL 
               
               
                   
               
               
                 164 
                 MLIIRVPSV 
                 NSCLC 
               
               
                   
               
               
                 165 
                 SLLDYEVSI 
                 GBC_CCC 
               
               
                   
               
               
                 166 
                 LLGDSSFFL 
                 CLL, UBC, UTC, BRCA, GBC_CCC, MEL, AML 
               
               
                   
               
               
                 167 
                 LVVDEGSLVSV 
                 OC, SCLC 
               
               
                   
               
               
                 168 
                 VIFEGEPMYL 
                 NSCLC, BRCA, NHL 
               
               
                   
               
               
                 169 
                 ALADLSVAV 
                 NSCLC, HCC, OSCAR, OC, UBC, UTC, GBC_CCC, 
               
               
                   
                   
                 MEL, AML 
               
               
                   
               
               
                 170 
                 FIAAVVEKV 
                 SCLC, NHL 
               
               
                   
               
               
                 171 
                 LLLLDVPTA 
                 NSCLC, UTC, BRCA, CRC, NHL 
               
               
                   
               
               
                 172 
                 SLYLQMNSLRTE 
                 NSCLC 
               
               
                   
               
               
                 173 
                 RLIDIYKNV 
                 OC 
               
               
                   
               
               
                 174 
                 ALYSGDLHAA 
                 HCC 
               
               
                   
               
               
                 175 
                 SLLDLVQSL 
                 BRCA, AML, NHL 
               
               
                   
               
               
                 177 
                 ALINVLNAL 
                 AML 
               
               
                   
               
               
                 179 
                 TLGEIIKGV 
                 NSCLC 
               
               
                   
               
               
                 180 
                 RLYEEEIRI 
                 NSCLC 
               
               
                   
               
               
                 181 
                 LLWAPTAQA 
                 GB, NSCLC, RCC, CRC 
               
               
                   
               
               
                 182 
                 GLQDGFQITV 
                 GC 
               
               
                   
               
               
                 183 
                 ALSYILPYL 
                 NSCLC, SCLC, UTC, BRCA, CRC, AML, NHL 
               
               
                   
               
               
                 184 
                 ALDSTIAHL 
                 UTC, MEL 
               
               
                   
               
               
                 185 
                 TLYQGLPAEV 
                 GC, NSCLC, HCC, OSCAR, OC, UBC, UTC, BRCA, 
               
               
                   
                   
                 RCC, CRC 
               
               
                   
               
               
                 186 
                 SLLSLESRL 
                 GC 
               
               
                   
               
               
                 187 
                 SILKEDPFL 
                 NSCLC 
               
               
                   
               
               
                 188 
                 VLGEEQEGV 
                 NSCLC 
               
               
                   
               
               
                 189 
                 MAVSDLLIL 
                 GB 
               
               
                   
               
               
                 190 
                 SLSTELFKV 
                 HCC 
               
               
                   
               
               
                 192 
                 TLLPSSGLVTL 
                 BRCA 
               
               
                   
               
               
                 193 
                 ALFHMNILL 
                 NSCLC 
               
               
                   
               
               
                 194 
                 KLLEEVQLL 
                 NSCLC 
               
               
                   
               
               
                 195 
                 VIIQNLPAL 
                 CRC 
               
               
                   
               
               
                 196 
                 TLHQWIYYL 
                 CRC 
               
               
                   
               
               
                 198 
                 ILTNKVVSV 
                 OC 
               
               
                   
               
               
                 199 
                 SVADLAHVL 
                 GC 
               
               
                   
               
               
                 200 
                 IMPTFDLTKV 
                 HCC 
               
               
                   
               
               
                 201 
                 LLFSLLCEA 
                 BPH 
               
               
                   
               
               
                 203 
                 FLFVDPELV 
                 CRC, AML, NHL 
               
               
                   
               
               
                 204 
                 SEWGSPHAAVP 
                 PC 
               
               
                   
               
               
                 205 
                 LAFGYDDEL 
                 HCC 
               
               
                   
               
               
                 206 
                 GLDAFRIFL 
                 CRC 
               
               
                   
               
               
                 207 
                 KLFETVEEL 
                 GB 
               
               
                   
               
               
                 208 
                 HLNNDRNPL 
                 BPH 
               
               
                   
               
               
                 210 
                 GLAGDNIYL 
                 RCC 
               
               
                   
               
               
                 211 
                 LLTTVLINA 
                 RCC 
               
               
                   
               
               
                 212 
                 MTLSEIHAV 
                 CRC 
               
               
                   
               
               
                 213 
                 ILAVDGVLSV 
                 NSCLC, BRCA, MEL 
               
               
                   
               
               
                 214 
                 ALFETLIQL 
                 HCC 
               
               
                   
               
               
                 215 
                 QIADIVTSV 
                 HCC 
               
               
                   
               
               
                 216 
                 ALSTVTPRI 
                 HCC 
               
               
                   
               
               
                 217 
                 LLWPSSVPA 
                 GB, MEL, AML 
               
               
                   
               
               
                 220 
                 ALSELERVL 
                 BPH,UTC 
               
               
                   
               
               
                 221 
                 IMLNSVEEI 
                 BPH, NHL 
               
               
                   
               
               
                 222 
                 LLTGVFAQL 
                 CLL, UTC, BRCA, CRC, NHL 
               
               
                   
               
               
                 223 
                 ALHPVQFYL 
                 OC, CRC 
               
               
                   
               
               
                 224 
                 LLFDWSGTGRADA 
                 GBC_CCC 
               
               
                   
               
               
                 225 
                 FLPQPVPLSV 
                 CLL, MEL, NHL 
               
               
                   
               
               
                 226 
                 SLAGNLQEL 
                 GB 
               
               
                   
               
               
                 227 
                 SEMEELPSV 
                 HCC 
               
               
                   
               
               
                 228 
                 SLLELDGINLRL 
                 NSCLC 
               
               
                   
               
               
                 230 
                 KLLNMIFSI 
                 BPH 
               
               
                   
               
               
                 231 
                 LLDDIFIRL 
                 MEL 
               
               
                   
               
               
                 233 
                 SLFESLEYL 
                 UTC, RCC 
               
               
                   
               
               
                 234 
                 VLLNEILEQV 
                 CLL, SCLC, UBC, UTC, BRCA, AML, NHL 
               
               
                   
               
               
                 235 
                 SLLNQPKAV 
                 SCLC, UBC, UTC, BRCA, GBC_CCC, AML, NHL 
               
               
                   
               
               
                 236 
                 KMSELQTYV 
                 GC, BPH, CLL, OSCAR, SCLC, UBC, UTC, BRCA, 
               
               
                   
                   
                 GBC_CCC, RCC, AML, NHL 
               
               
                   
               
               
                 237 
                 ALLEQTGDMSL 
                 SCLC, UBC, BRCA, AML, NHL 
               
               
                   
               
               
                 238 
                 HLQEKLQSL 
                 HCC 
               
               
                   
               
               
                 239 
                 VIIKGLEEITV 
                 CLL, SCLC, UBC, UTC, AML, NHL 
               
               
                   
               
               
                 240 
                 SVQENIQQK 
                 RCC, NHL 
               
               
                   
               
               
                 241 
                 KQFEGTVEI 
                 CLL, NHL 
               
               
                   
               
               
                 242 
                 KLQEEIPVL 
                 BRCA, MEL, NHL 
               
               
                   
               
               
                 243 
                 GLAEFQENV 
                 CLL, SCLC, UBC, UTC, BRCA, GBC_CCC, MEL, 
               
               
                   
                   
                 AML, NHL 
               
               
                   
               
               
                 244 
                 NVAEIVIHI 
                 GB 
               
               
                   
               
               
                 245 
                 ALLEEEEGV 
                 NSCLC, UBC, GBC_CCC 
               
               
                   
               
               
                 246 
                 ALAGIVTNV 
                 GB, CLL, SCLC, BRCA, GBC_CCC, AML 
               
               
                   
               
               
                 248 
                 VLMQDSRLYL 
                 CLL, UBC, UTC, AML, NHL 
               
               
                   
               
               
                 251 
                 LLWGNLPEI 
                 CLL, SCLC, UTC, GBC_CCC, AML, NHL 
               
               
                   
               
               
                 252 
                 SLMEKNQSL 
                 AML 
               
               
                   
               
               
                 253 
                 KLLAVIHEL 
                 UBC, BRCA, GBC_CCC, MEL, AML, NHL 
               
               
                   
               
               
                 254 
                 ALGDKFLLRV 
                 NHL 
               
               
                   
               
               
                 255 
                 FLMKNSDLYGA 
                 UBC, UTC, GBC_CCC, AML, NHL 
               
               
                   
               
               
                 256 
                 FLNDIFERI 
                 UTC, MEL, AML, NHL 
               
               
                   
               
               
                 258 
                 QLVQRVASV 
                 UBC, NHL 
               
               
                   
               
               
                 260 
                 ALNESLVEC 
                 SCLC, UBC, UTC, CRC, AML, NHL 
               
               
                   
               
               
                 261 
                 GLAALAVHL 
                 GC, CLL, SCLC, UBC, UTC, BRCA, GBC_CCC, 
               
               
                   
                   
                 AML, NHL 
               
               
                   
               
               
                 262 
                 LLLEAVWHL 
                 BRCA, NHL 
               
               
                   
               
               
                 263 
                 SHEYLPTL 
                 CLL, OSCAR, OC, SCLC, UBC, GBC_CCC, AML, 
               
               
                   
                   
                 NHL 
               
               
                   
               
               
                 264 
                 TLHDQVHLL 
                 UTC, BRCA, GBC_CCC, MEL 
               
               
                   
               
               
                 265 
                 FLLDKPQDLSI 
                 GBC_CCC 
               
               
                   
               
               
                 267 
                 YLLDMPLWYL 
                 AML, NHL 
               
               
                   
               
               
                 269 
                 GLLDCPIFL 
                 CLL, UTC, AML, NHL 
               
               
                   
               
               
                 270 
                 TLLTFFHEL 
                 UTC, GBC_CCC, AML, NHL 
               
               
                   
               
               
                 271 
                 VLIEYNFSI 
                 CLL, SCLC, MEL, AML, NHL 
               
               
                   
               
               
                 272 
                 FVMEGEPPKL 
                 CLL, UTC 
               
               
                   
               
               
                 273 
                 SLNKQIETV 
                 AML 
               
               
                   
               
               
                 275 
                 AVPPPPSSV 
                 NSCLC, HCC 
               
               
                   
               
               
                 276 
                 RMPTVLQCV 
                 BPH 
               
               
                   
               
               
                 277 
                 KLQEELNKV 
                 NSCLC, OSCAR, UBC, BRCA, NHL 
               
               
                   
               
               
                 279 
                 VLMDEGAVLTL 
                 CLL, CRC, NHL 
               
               
                   
               
               
                 280 
                 HLWGHALFL 
                 HCC 
               
               
                   
               
               
                 281 
                 LLLESDPKVYSL 
                 OSCAR, SCLC 
               
               
                   
               
               
                 282 
                 SLYALHVKA 
                 OC, SCLC 
               
               
                   
               
               
                 283 
                 ALSELLQQV 
                 NSCLC, HCC, OC, SCLC, UTC, MEL, CRC, AML, 
               
               
                   
                   
                 NHL 
               
               
                   
               
               
                 285 
                 MLLDTVQKV 
                 NSCLC 
               
               
                   
               
               
                 286 
                 FLTEMVHFI 
                 NSCLC, CLL, SCLC, UBC, NHL 
               
               
                   
               
               
                 GB = glioblastoma, 
               
               
                 BRCA = breast cancer, 
               
               
                 CRC = colorectal cancer, 
               
               
                 RCC = renal cell carcinoma, 
               
               
                 CLL = chronic lymphocytic leukemia, 
               
               
                 HCC = hepatocellular carcinoma, 
               
               
                 NSCLC = non-small cell lung cancer, 
               
               
                 SCLC = small cell lung cancer, 
               
               
                 NHL = non-Hodgkin lymphoma, 
               
               
                 AML = acute myeloid leukemia, 
               
               
                 OC = ovarian cancer, 
               
               
                 PC = pancreatic cancer, 
               
               
                 BPH = prostate cancer and benign prostate hyperplasia, 
               
               
                 OSCAR = esophageal cancer, including cancer of the gastric-oesophageal junction, 
               
               
                 GBC_CCC = gallbladder adenocarcinoma and cholangiocarcinoma, 
               
               
                 MEL = melanoma, 
               
               
                 GC = gastric cancer, 
               
               
                 UBC = urinary bladder cancer, 
               
               
                 UTC = uterine cancer. 
               
            
           
         
       
     
     Example 2 
     Expression Profiling of Genes Encoding the Peptides of the Invention 
     Over-presentation or specific presentation of a peptide on tumor cells compared to normal cells is sufficient for its usefulness in immunotherapy, and some peptides are tumor-specific despite their source protein occurring also in normal tissues. Still, mRNA expression profiling adds an additional level of safety in selection of peptide targets for immunotherapies. Especially for therapeutic options with high safety risks, such as affinity-matured TCRs, the ideal target peptide will be derived from a protein that is unique to the tumor and not found on normal tissues. For this invention, normal tissue expression of all source genes was shown to be minimal based on the above-described database of RNA expression data covering about 3000 normal tissue samples. Further RNA analyses of normal and tumor tissues were added in case of some cancer entities (HCC, CRC, GB, GC, NSCLC, PC, RCC, BPH/PCA) to estimate the target coverage in the population of patients having the respective cancer. 
     RNA Sources and Preparation 
     Surgically removed tissue specimens were provided as indicated above (see Example 1) after written informed consent had been obtained from each patient. Tumor tissue specimens were snap-frozen immediately after surgery and later homogenized with mortar and pestle under liquid nitrogen. Total RNA was prepared from these samples using TRI Reagent (Ambion, Darmstadt, Germany) followed by a cleanup with RNeasy (QIAGEN, Hilden, Germany); both methods were performed according to the manufacturer&#39;s protocol. 
     Total RNA from healthy human tissues was obtained commercially (Ambion, Huntingdon, UK; Clontech, Heidelberg, Germany; Stratagene, Amsterdam, Netherlands; BioChain, Hayward, Calif., USA). The RNA from several individuals (between 2 and 123 individuals) was mixed such that RNA from each individual was equally weighted. Quality and quantity of all RNA samples were assessed on an Agilent 2100 Bioanalyzer (Agilent, Waldbronn, Germany) using the RNA 6000 Pico LabChip Kit (Agilent). 
     Total RNA from healthy human tissues for RNASeq experiments was obtained from: Asterand (Detroit, Mich., USA &amp; Royston, Herts, UK), BioCat GmbH (Heidelberg, Germany), BioServe (Beltsville, Md., USA), Capital BioScience Inc. (Rockville, Md., USA), Geneticist Inc. (Glendale, Calif., USA), Istituto Nazionale Tumori “Pascale” (Naples, Italy), ProteoGenex Inc. (Culver City, Calif., USA), University Hospital Heidelberg (Heidelberg, Germany) 
     Total RNA from tumor tissues for RNASeq experiments was obtained from: Asterand (Detroit, Mich., USA &amp; Royston, Herts, UK), Bio-Options Inc. (Brea, Calif., USA), BioServe (Beltsville, Md., USA), Geneticist Inc. (Glendale, Calif., USA), ProteoGenex Inc. (Culver City, Calif., USA), Tissue Solutions Ltd (Glasgow, UK), University Hospital Bonn (Bonn, Germany), University Hospital Heidelberg (Heidelberg, Germany), University Hospital Tübingen (Tübingen, Germany) 
     Microarray Experiments 
     Coverage was estimated by analysis of RNA expression profiles (Affymetrix microarrays) of 30 GB, 16 CRC, 56 RCC, 12 HCC, 38 NSCLC, 11 PC, 34 GC, and 20 prostate cancer samples. 
     Gene expression analysis of all tumor and normal tissue RNA samples was performed by Affymetrix Human Genome (HG) U133A or HG-U133 Plus 2.0 oligonucleotide microarrays (Affymetrix, Santa Clara, Calif., USA). All steps were carried out according to the Affymetrix manual. Briefly, double-stranded cDNA was synthesized from 5-8 μg of total RNA, using SuperScript RTII (Invitrogen) and the oligo-dT-T7 primer (MWG Biotech, Ebersberg, Germany) as described in the manual. In vitro transcription was performed with the BioArray High Yield RNA Transcript Labelling Kit (ENZO Diagnostics, Inc., Farmingdale, N.Y., USA) for the U133A arrays or with the GeneChip IVT Labelling Kit (Affymetrix) for the U133 Plus 2.0 arrays, followed by cRNA fragmentation, hybridization, and staining with streptavidin-phycoerythrin and biotinylated anti-streptavidin antibody (Molecular Probes, Leiden, Netherlands). Images were scanned with the Agilent 2500A GeneArray Scanner (U133A) or the Affymetrix Gene-Chip Scanner 3000 (U133 Plus 2.0), and data were analyzed with the GCOS software (Affymetrix), using default settings for all parameters. For normalization, 100 housekeeping genes provided by Affymetrix were used. Relative expression values were calculated from the signal log ratios given by the software and the normal kidney sample was arbitrarily set to 1.0. Exemplary expression profiles of source genes of the present invention that are highly over-expressed or exclusively expressed in HCC, CRC, GB, GC, NSCLC, PC, RCC, or BPH/PCA are shown in  FIG.  2   . An overview of coverage for selected genes is shown in Table. 
     
       
         
           
               
             
               
                 TABLE 5A 
               
             
            
               
                   
               
               
                 Target coverage for source genes of selected peptides. Over-expression was 
               
               
                 defined as more than 1.5-fold higher expression on a tumor compared to the relevant 
               
               
                 normal tissue that showed highest expression of the gene. &lt;19% over-expression = I, 
               
               
                 20-49% = II, 50-69% = III, &gt;70% = IV. If a peptide could be derived from several 
               
               
                 source genes, the gene with minimal coverage was decisive. 
               
            
           
           
               
               
               
               
               
               
               
               
               
               
               
               
            
               
                 SEQ 
                   
                 GB 
                 CRC 
                 RCC 
                 HCC 
                 NSCLC 
                 PC 
                 BPH/PCA 
                 GC 
                   
                 Official 
               
               
                 ID NO. 
                 Sequence 
                 (%) 
                 (%) 
                 (%) 
                 (%) 
                 (%) 
                 (%) 
                 (%) 
                 (%) 
                 Gene ID 
                 gene symbol 
               
               
                   
               
               
                 116 
                 ALLSSVAEA 
                 I 
                 II 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                   9048 
                 ARTN 
               
               
                   
               
               
                 263 
                 SHEYLPTL 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                  79915 
                 ATAD5 
               
               
                   
               
               
                  93 
                 RLYGYFHDA 
                 II 
                 III 
                 I 
                 II 
                 II 
                 II 
                 I 
                 III 
                   6790 
                 AURKA 
               
               
                   
               
               
                  27 
                 GLLGKVTSV 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                  51297 
                 BPIFA1 
               
               
                   
               
               
                  28 
                 IKVTDPQLLEL 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                  51297 
                 BPIFA1 
               
               
                   
               
               
                  62 
                 SLVENIHVL 
                 II 
                 III 
                 II 
                 I 
                 III 
                 III 
                 I 
                 III 
                    675 
                 BRCA2 
               
               
                   
               
               
                 241 
                 KQFEGTVEI 
                 II 
                 III 
                 II 
                 I 
                 III 
                 III 
                 I 
                 III 
                    675 
                 BRCA2 
               
               
                   
               
               
                  52 
                 TIGIPFPNV 
                 III 
                 I 
                 I 
                 II 
                 II 
                 I 
                 I 
                 II 
                  83990 
                 BRIP1 
               
               
                   
               
               
                  58 
                 HLLGEGAFAQV 
                 III 
                 III 
                 I 
                 I 
                 III 
                 II 
                 I 
                 III 
                   699 
                 BUB1 
               
               
                   
               
               
                 117 
                 TLLEGISRA 
                 I 
                 I 
                 I 
                 I 
                 II 
                 II 
                 I 
                 I 
                  26256 
                 CABYR 
               
               
                   
               
               
                  94 
                 YLDEVAFML 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                   1238 
                 CCBP2 
               
               
                   
               
               
                 103 
                 YLADTVQKL 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 100526761, 
                 CCDC169- 
               
               
                   
                   
                   
                   
                   
                   
                   
                   
                   
                   
                  54937 
                 SOHLH2, SOHLH2 
               
               
                   
               
               
                  79 
                 TVLEEIGNRV 
                 II 
                 IV 
                 I 
                 I 
                 II 
                 I 
                 I 
                 II 
                   9133 
                 CCNB2 
               
               
                   
               
               
                 247 
                 NLLIDDKGTIKL 
                 IV 
                 IV 
                 II 
                 II 
                 IV 
                 III 
                 I 
                 IV 
                    983 
                 CDK1 
               
               
                   
               
               
                 248 
                 VLMQDSRLYL 
                 IV 
                 IV 
                 II 
                 II 
                 IV 
                 III 
                 I 
                 IV 
                    983 
                 CDK1 
               
               
                   
               
               
                 249 
                 YLYQILQGI 
                 IV 
                 IV 
                 II 
                 II 
                 IV 
                 III 
                 I 
                 IV 
                    983 
                 CDK1 
               
               
                   
               
               
                 250 
                 LMQDSRLYL 
                 IV 
                 IV 
                 II 
                 II 
                 IV 
                 III 
                 I 
                 IV 
                    983 
                 CDK1 
               
               
                   
               
               
                   1 
                 KLQEKIQEL 
                 III 
                 II 
                 I 
                 I 
                 II 
                 I 
                 I 
                 II 
                   1062 
                 CENPE 
               
               
                   
               
               
                 242 
                 KLQEEIPVL 
                 III 
                 II 
                 I 
                 I 
                 II 
                 I 
                 I 
                 II 
                   1062 
                 CENPE 
               
               
                   
               
               
                  19 
                 KVFELDLVTL 
                 IV 
                 III 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                   1063 
                 CENPF 
               
               
                   
               
               
                  20 
                 ALVEKGEFAL 
                 IV 
                 III 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                   1063 
                 CENPF 
               
               
                   
               
               
                 236 
                 KMSELQTYV 
                 IV 
                 III 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                   1063 
                 CENPF 
               
               
                   
               
               
                 237 
                 ALLEQTGDMSL 
                 IV 
                 III 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                   1063 
                 CENPF 
               
               
                   
               
               
                 238 
                 HLQEKLQSL 
                 IV 
                 III 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                   1063 
                 CENPF 
               
               
                   
               
               
                  60 
                 YLFSQGLQGL 
                 III 
                 IV 
                 I 
                 III 
                 III 
                 II 
                 I 
                 III 
                   2491 
                 CENPI 
               
               
                   
               
               
                 260 
                 ALNESLVEC 
                 I 
                 III 
                 I 
                 I 
                 II 
                 I 
                 I 
                 II 
                  55165 
                 CEP55 
               
               
                   
               
               
                  48 
                 KISDFGLATV 
                 IV 
                 IV 
                 II 
                 II 
                 IV 
                 II 
                 I 
                 IV 
                   1111 
                 CHEK1 
               
               
                   
               
               
                  49 
                 KLIGNIHGNEV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                   8532 
                 CPZ 
               
               
                   
               
               
                  50 
                 ILLSVLHQL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                   8532 
                 CPZ 
               
               
                   
               
               
                 284 
                 KLMDPGSLPPL 
                 I 
                 IV 
                 I 
                 I 
                 II 
                 I 
                 I 
                 II 
                   2118 
                 ETV4 
               
               
                   
               
               
                 261 
                 GLAALAVHL 
                 I 
                 III 
                 I 
                 II 
                 II 
                 I 
                 I 
                 I 
                   2175 
                 FANCA 
               
               
                   
               
               
                 262 
                 LLLEAVWHL 
                 I 
                 III 
                 I 
                 II 
                 II 
                 I 
                 I 
                 I 
                   2175 
                 FANCA 
               
               
                   
               
               
                 270 
                 TLLTFFHEL 
                 II 
                 III 
                 I 
                 I 
                 II 
                 I 
                 I 
                 II 
                  55215 
                 FANCI 
               
               
                   
               
               
                 271 
                 VLIEYNFSI 
                 II 
                 III 
                 I 
                 I 
                 II 
                 I 
                 I 
                 II 
                  55215 
                 FANCI 
               
               
                   
               
               
                  11 
                 LLDPKTIFL 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                  26762 
                 HAVCR1 
               
               
                   
               
               
                  12 
                 RLLDPKTIFL 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                  26762 
                 HAVCR1 
               
               
                   
               
               
                 111 
                 AQLEGKLVSI 
                 I 
                 III 
                 I 
                 I 
                 II 
                 I 
                 I 
                 III 
                   3161 
                 HMMR 
               
               
                   
               
               
                 277 
                 KLQEELNKV 
                 I 
                 III 
                 I 
                 I 
                 II 
                 I 
                 I 
                 III 
                   3161 
                 HMMR 
               
               
                   
               
               
                  67 
                 FLIENLLAA 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                   3166 
                 HMX1 
               
               
                   
               
               
                  56 
                 VLQENSSDYQSNL 
                 II 
                 III 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                   3188 
                 HNRNPH2 
               
               
                   
               
               
                  89 
                 SLAETIFIV 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                   3359 
                 HTR3A 
               
               
                   
               
               
                  90 
                 AILNVDEKNQV 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                   3359 
                 HTR3A 
               
               
                   
               
               
                  91 
                 LLPSIFLMV 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                   3359 
                 HTR3A 
               
               
                   
               
               
                 287 
                 KIQEILTQV 
                 IV 
                 II 
                 II 
                 III 
                 IV 
                 IV 
                 I 
                 II 
                  10643 
                 IGF2BP3 
               
               
                   
               
               
                  97 
                 KLFEKSTGL 
                 IV 
                 IV 
                 II 
                 II 
                 I 
                 II 
                 III 
                 II 
                  23421 
                 ITGB3BP 
               
               
                   
               
               
                  35 
                 VIIKGLEEI 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                   3832 
                 KIF11 
               
               
                   
               
               
                  36 
                 TVLQELINV 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                   3832 
                 KIF11 
               
               
                   
               
               
                  37 
                 QIVELIEKI 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                   3832 
                 KIF11 
               
               
                   
               
               
                 239 
                 VHKGLEEITV 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                   3832 
                 KIF11 
               
               
                   
               
               
                 240 
                 SVQENIQQK 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                   3832 
                 KIF11 
               
               
                   
               
               
                  10 
                 QLIEKNWLL 
                 IV 
                 IV 
                 I 
                 II 
                 III 
                 II 
                 I 
                 IV 
                  56992 
                 KIF15 
               
               
                   
               
               
                 112 
                 ILAQDVAQL 
                 III 
                 IV 
                 I 
                 I 
                 II 
                 II 
                 I 
                 III 
                  24137 
                 KIF4A 
               
               
                   
               
               
                  70 
                 GLTEKTVLV 
                 III 
                 IV 
                 I 
                 I 
                 II 
                 II 
                 I 
                 III 
                 24, 137, 
                 KIF4A, KIF4B 
               
               
                   
                   
                   
                   
                   
                   
                   
                   
                   
                   
                 285, 643 
                   
               
               
                   
               
               
                 252 
                 SLMEKNQSL 
                 III 
                 IV 
                 I 
                 I 
                 II 
                 II 
                 I 
                 III 
                 24, 137, 
                 KIF4A, KIF4B 
               
               
                   
                   
                   
                   
                   
                   
                   
                   
                   
                   
                 285, 643 
                   
               
               
                   
               
               
                 104 
                 DLPTQEPALGTT 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 IV 
                 I 
                    354 
                 KLK3 
               
               
                   
               
               
                 118 
                 IAYNPNGNAL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                   3824 
                 KLRD1 
               
               
                   
               
               
                 113 
                 FLFLKEVKV 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                  54596 
                 L1TD1 
               
               
                   
               
               
                 279 
                 VLMDEGAVLTL 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                  54596 
                 L1TD1 
               
               
                   
               
               
                 119 
                 SLIEESEEL 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 284217 
                 LAMA1 
               
               
                   
               
               
                 105 
                 AMLASQTEA 
                 II 
                 I 
                 I 
                 II 
                 I 
                 IV 
                 I 
                 I 
                   4295 
                 MLN 
               
               
                   
               
               
                 106 
                 VLLGSVVIFA 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 IV 
                 II 
                   4477 
                 MSMB 
               
               
                   
               
               
                  29 
                 KMISAIPTL 
                 I 
                 I 
                 I 
                 I 
                 III 
                 II 
                 II 
                 I 
                  94025 
                 MUC16 
               
               
                   
               
               
                  30 
                 IITEVITRL 
                 I 
                 I 
                 I 
                 I 
                 III 
                 II 
                 II 
                 I 
                  94025 
                 MUC16 
               
               
                   
               
               
                  31 
                 GLLETTGLLAT 
                 I 
                 I 
                 I 
                 I 
                 III 
                 II 
                 II 
                 I 
                  94025 
                 MUC16 
               
               
                   
               
               
                  32 
                 VVMVLVLML 
                 I 
                 I 
                 I 
                 I 
                 III 
                 II 
                 II 
                 I 
                  94025 
                 MUC16 
               
               
                   
               
               
                  33 
                 TLDRNSLYV 
                 I 
                 I 
                 I 
                 I 
                 III 
                 II 
                 II 
                 I 
                  94025 
                 MUC16 
               
               
                   
               
               
                  34 
                 TLNTLDINL 
                 I 
                 I 
                 I 
                 I 
                 III 
                 II 
                 II 
                 I 
                  94025 
                 MUC16 
               
               
                   
               
               
                  41 
                 IVTEIISEI 
                 III 
                 IV 
                 I 
                 I 
                 III 
                 I 
                 I 
                 III 
                  64151 
                 NCAPG 
               
               
                   
               
               
                  42 
                 KQMSISTGL 
                 III 
                 IV 
                 I 
                 I 
                 III 
                 I 
                 I 
                 III 
                  64151 
                 NCAPG 
               
               
                   
               
               
                 234 
                 VLLNEILEQV 
                 III 
                 IV 
                 I 
                 I 
                 III 
                 I 
                 I 
                 III 
                  64151 
                 NCAPG 
               
               
                   
               
               
                 285 
                 MLLDTVQKV 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                  54892 
                 NCAPG2 
               
               
                   
               
               
                 114 
                 LLFPSDVQTL 
                 II 
                 III 
                 I 
                 I 
                 III 
                 I 
                 I 
                 III 
                  23397 
                 NCAPH 
               
               
                   
               
               
                 107 
                 RVLPGQAVTGV 
                 I 
                 III 
                 I 
                 I 
                 I 
                 I 
                 l 
                 I 
                  55247 
                 NEIL3 
               
               
                   
               
               
                  81 
                 ILAEEPIYI 
                 I 
                 I 
                 I 
                 I 
                 II 
                 II 
                 II 
                 II 
                  55655 
                 NLRP2 
               
               
                   
               
               
                  82 
                 ILAEEPIYIRV 
                 I 
                 I 
                 I 
                 I 
                 II 
                 II 
                 II 
                 II 
                  55655 
                 NLRP2 
               
               
                   
               
               
                 115 
                 ILHGEVNKV 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                  54830 
                 NUP62CL 
               
               
                   
               
               
                  39 
                 YLEDGFAYV 
                 II 
                 IV 
                 I 
                 I 
                 III 
                 II 
                 IV 
                 IV 
                   5558 
                 PRIM2 
               
               
                   
               
               
                  83 
                 GLLENSPHL 
                 III 
                 II 
                 II 
                 II 
                 I 
                 III 
                 I 
                 II 
                  25788 
                 RAD54B 
               
               
                   
               
               
                 253 
                 KLLAVIHEL 
                 III 
                 II 
                 II 
                 II 
                 I 
                 III 
                 I 
                 II 
                  25788 
                 RAD54B 
               
               
                   
               
               
                 288 
                 SLYKGLLSV 
                 III 
                 II 
                 II 
                 II 
                 I 
                 III 
                 I 
                 II 
                  25788 
                 RAD54B 
               
               
                   
               
               
                 108 
                 FIANLPPELKA 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 IV 
                 I 
                   6013 
                 RLN1 
               
               
                   
               
               
                  13 
                 RLHDENILL 
                 III 
                 II 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                  23322 
                 RPGRIP1L 
               
               
                   
               
               
                 120 
                 LQLJPLKGLSL 
                 II 
                 IV 
                 I 
                 II 
                 III 
                 II 
                 I 
                 III 
                   6241 
                 RRM2 
               
               
                   
               
               
                  76 
                 FTAEFLEKV 
                 III 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                  79801 
                 SHCBP1 
               
               
                   
               
               
                 255 
                 FLMKNSDLYGA 
                 III 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                  79801 
                 SHCBP1 
               
               
                   
               
               
                  74 
                 GLAFLPASV 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                   6570 
                 SLC18A1 
               
               
                   
               
               
                  75 
                 ALLDGALQL 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                   6570 
                 SLC18A1 
               
               
                   
               
               
                 243 
                 GLAEFQENV 
                 II 
                 I 
                 I 
                 I 
                 II 
                 II 
                 I 
                 II 
                  57405 
                 SPC25 
               
               
                   
               
               
                 281 
                 LLLESDPKVYSL 
                 I 
                 III 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                   6491 
                 STIL 
               
               
                   
               
               
                 109 
                 ILGSFELQL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 IV 
                 I 
                   7047 
                 TGM4 
               
               
                   
               
               
                 110 
                 QIQGQVSEV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 IV 
                 I 
                   7047 
                 TGM4 
               
               
                   
               
               
                 267 
                 YLLDMPLWYL 
                 IV 
                 IV 
                 II 
                 II 
                 IV 
                 III 
                 I 
                 IV 
                   7153 
                 TOP2A 
               
               
                   
               
               
                 268 
                 SLDKDIVAL 
                 IV 
                 IV 
                 II 
                 II 
                 IV 
                 III 
                 I 
                 IV 
                   7153 
                 TOP2A 
               
               
                   
               
               
                 121 
                 ALYVQAPTV 
                 IV 
                 IV 
                 II 
                 II 
                 IV 
                 IV 
                 I 
                 IV 
                   9319 
                 TRIP13 
               
               
                   
               
               
                 122 
                 SIIDTELKV 
                 IV 
                 IV 
                 II 
                 II 
                 IV 
                 IV 
                 I 
                 IV 
                   9319 
                 TRIP13 
               
               
                   
               
               
                 123 
                 QTAPEEAFIKL 
                 IV 
                 II 
                 III 
                 III 
                 III 
                 II 
                 IV 
                 III 
                 15, 073, 
                 TTC30B, TTC30A 
               
               
                   
                   
                   
                   
                   
                   
                   
                   
                   
                   
                 792,104 
                   
               
               
                   
               
               
                 124 
                 ALLLRLFTI 
                 III 
                 IV 
                 II 
                 II 
                 IV 
                 IV 
                 I 
                 IV 
                  11169 
                 WDHD1 
               
               
                   
               
               
                 125 
                 AALEVLAEV 
                 I 
                 III 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                  11130 
                 ZWINT 
               
               
                   
               
               
                 126 
                 QLREAFEQL 
                 I 
                 III 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                  11130 
                 ZWINT 
               
               
                   
               
            
           
         
       
     
     RNAseq Experiments 
     Gene expression analysis of—tumor and normal tissue RNA samples was performed by next generation sequencing (RNAseq) by CeGaT (Tübingen, Germany). Briefly, sequencing libraries are prepared using the Illumina HiSeq v4 reagent kit according to the provider&#39;s protocol (Illumina Inc., San Diego, Calif., USA), which includes RNA fragmentation, cDNA conversion and addition of sequencing adaptors. Libraries derived from multiple samples are mixed equimolarly and sequenced on the Illumina HiSeq 2500 sequencer according to the manufacturer&#39;s instructions, generating 50 bp single end reads. Processed reads are mapped to the human genome (GRCh38) using the STAR software. Expression data are provided on transcript level as RPKM (Reads Per Kilobase per Million mapped reads, generated by the software Cufflinks) and on exon level (total reads, generated by the software Bedtools), based on annotations of the ensembl sequence database (Ensembl77). Exon reads are normalized for exon length and alignment size to obtain RPKM values. 
     Exemplary expression profiles of source genes of the present invention that are highly over-expressed or exclusively expressed in NHL, BRCA, GBC, CCC, MEL, OC, OSCAR, SCLC, UBC, UEC are shown in  FIG.  2    F-H. Expression scores for further exemplary genes are shown in Table 5B. 
     
       
         
           
               
             
               
                 TABLE 5B 
               
             
            
               
                   
               
               
                 Target coverage for source genes of selected peptides. 
               
               
                 Over-expression was defined as more than 1.5-fold higher expression on a tumor 
               
               
                 compared to the relevant normal tissue that showed highest expression of the gene. 
               
               
                 &lt;19% over-expression = I, 20-49% = II, 50-69% = III, &gt;70% = IV. If a peptide could be 
               
               
                 derived from several source genes, the gene with minimal coverage was decisive. The 
               
               
                 baseline included the following relevant normal tissues: adipose tissue, adrenal gland, 
               
               
                 artery, bone marrow, brain, cartilage, colon, esophagus, gallbladder, heart, kidney, liver, 
               
               
                 lung, lymph node, pancreas, pituitary, rectum, skeletal muscle, skin, small intestine, 
               
               
                 spleen, stomach, thymus, thyroid gland, trachea, urinary bladder and vein. In case 
               
               
                 expression data for several samples of the same tissue type were available, the arithmetic 
               
               
                 mean of all respective samples was used for the calculation. AML = acute myeloid 
               
               
                 leukemia, NHL = non-Hodgkin lymphoma, BRCA = breast cancer, CLL = chronic 
               
               
                 lymphocytic leukemia, GBC_CCC = gallbladder adenocarcinoma and 
               
               
                 cholangiocarcinoma, MEL = melanoma, OC = ovarian cancer, OSCAR = esophageal 
               
               
                 cancer, including cancer of the gastric-oesophageal junction, SCLC = small cell lung 
               
               
                 cancer, UBC = urinary bladder cancer, UTC = uterine cancer. 
               
            
           
           
               
               
               
               
               
               
               
               
               
               
               
               
               
            
               
                 SEQ 
                   
                 AML 
                 NHL 
                 VRCA 
                 CLL 
                 GBC_CCC 
                 MEL 
                 OC 
                 OSCAR 
                 SCLC 
                 UBC 
                 UTC 
               
               
                 ID NO. 
                 Sequence 
                 (%) 
                 (%) 
                 (%) 
                 (%) 
                 (%) 
                 (%) 
                 (%) 
                 (%) 
                 (%) 
                 (%) 
                 (%) 
               
               
                   
               
               
                   1 
                 KLQEKIQEL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                   2 
                 SVLEKEIYSI 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                   3 
                 RVIDDSLVVGV 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                   4 
                 VLFGELPAL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                   5 
                 GLVDIMVHL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                   7 
                 ALLQALMEL 
                 I 
                 II 
                 II 
                 I 
                 II 
                 III 
                 II 
                 II 
                 I 
                 II 
                 I 
               
               
                   
               
               
                   8 
                 ALSSSQAEV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                   9 
                 SLITGQDLLSV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                  10 
                 QLIEKNWLL 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                  11 
                 LLDPKTIFL 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                  13 
                 RLHDENILL 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                  14 
                 YTFSGDVQL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 IV 
                 I 
                 III 
                 I 
               
               
                   
               
               
                  17 
                 GLLPSAESIKL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                  18 
                 KTASINQNV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                  21 
                 YLMDDFSSL 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                  22 
                 LMYPYIYHV 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                  24 
                 KVWSDVTPL 
                 I 
                 I 
                 IV 
                 I 
                 IV 
                 II 
                 II 
                 IV 
                 II 
                 IV 
                 IV 
               
               
                   
               
               
                  39 
                 YLEDGFAYV 
                 I 
                 II 
                 II 
                 I 
                 II 
                 II 
                 III 
                 I 
                 III 
                 I 
                 I 
               
               
                   
               
               
                  40 
                 KIWEELSVLEV 
                 I 
                 I 
                 II 
                 I 
                 III 
                 IV 
                 I 
                 III 
                 IV 
                 III 
                 II 
               
               
                   
               
               
                  41 
                 IVTEIISEI 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                  43 
                 LLIPFTIFM 
                 I 
                 II 
                 II 
                 I 
                 II 
                 II 
                 I 
                 IV 
                 I 
                 II 
                 I 
               
               
                   
               
               
                  46 
                 ISLDEVAVSL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 III 
                 I 
                 I 
               
               
                   
               
               
                  47 
                 GLNGFNVLL 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 III 
                 I 
                 II 
               
               
                   
               
               
                  49 
                 KLIGNIHGNEV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                  50 
                 ILLSVLHQL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                  67 
                 FLIENLLAA 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                  76 
                 FTAEFLEKV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                  83 
                 GLLENSPHL 
                 I 
                 II 
                 II 
                 I 
                 I 
                 II 
                 II 
                 I 
                 III 
                 I 
                 III 
               
               
                   
               
               
                  84 
                 FLLEREQLL 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 II 
               
               
                   
               
               
                  85 
                 KLLDKPEQFL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 IV 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                  86 
                 SLFSNIESV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                  88 
                 LLLPLELSLA 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 III 
                 I 
                 I 
               
               
                   
               
               
                  89 
                 SLAETIFIV 
                 I 
                 III 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                  92 
                 RLFEEVLGV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                  95 
                 KLIDEDEPLFL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                  96 
                 ALDTTRHEL 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 102 
                 GLYPVTLVGV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                 116 
                 ALLSSVAEA 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 IV 
                 I 
                 II 
                 I 
               
               
                   
               
               
                 117 
                 TLLEGISRA 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 147 
                 GLLSALENV 
                 I 
                 III 
                 I 
                 IV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 148 
                 YLILSSHQL 
                 I 
                 III 
                 I 
                 IV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 152 
                 ILVTSIFFL 
                 I 
                 II 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 153 
                 KLVELEHTL 
                 I 
                 I 
                 II 
                 I 
                 II 
                 II 
                 I 
                 II 
                 I 
                 II 
                 I 
               
               
                   
               
               
                 155 
                 TLDSYLKAV 
                 I 
                 I 
                 III 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 156 
                 VILTSSPFL 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 157 
                 ILQDGQFLV 
                 I 
                 I 
                 I 
                 II 
                 I 
                 III 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                 158 
                 YLDPLWHQL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                 166 
                 LLGDSSFFL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 169 
                 ALADLSVAV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 III 
                 I 
               
               
                   
               
               
                 170 
                 FIAAVVEKV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 II 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 181 
                 LLWAPTAQA 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                 185 
                 TLYQGLPAEV 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                 III 
                 IV 
                 I 
                 II 
                 IV 
               
               
                   
               
               
                 203 
                 FLFVDPELV 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 220 
                 ALSELERVL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 222 
                 LLTGVFAQL 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
               
               
                   
               
               
                 233 
                 SLFESLEYL 
                 I 
                 I 
                 II 
                 I 
                 II 
                 II 
                 II 
                 II 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 234 
                 VLLNEILEQV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 III 
                 I 
                 I 
               
               
                   
               
               
                 235 
                 SLLNQPKAV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                 236 
                 KMSELQTYV 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                 237 
                 ALLEQTGDMSL 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                 241 
                 KQFEGTVEI 
                 I 
                 II 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                 242 
                 KLQEEIPVL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 243 
                 GLAEFQENV 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                 245 
                 ALLEEEEGV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 II 
                 II 
                 II 
                 I 
               
               
                   
               
               
                 246 
                 ALAGIVTNV 
                 I 
                 I 
                 II 
                 I 
                 II 
                 I 
                 III 
                 I 
                 I 
                 II 
                 I 
               
               
                   
               
               
                 248 
                 VLMQDSRLYL 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 251 
                 LLWGNLPEI 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 252 
                 SLMEKNQSL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                 253 
                 KLLAVIHEL 
                 I 
                 II 
                 II 
                 I 
                 I 
                 II 
                 II 
                 I 
                 III 
                 I 
                 III 
               
               
                   
               
               
                 255 
                 FLMKNSDLYGA 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 257 
                 KLIDHQGLYL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                 260 
                 ALNESLVEC 
                 I 
                 III 
                 I 
                 I 
                 II 
                 I 
                 II 
                 IV 
                 II 
                 II 
                 II 
               
               
                   
               
               
                 261 
                 GLAALAVHL 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 III 
                 I 
                 I 
               
               
                   
               
               
                 263 
                 SHEYLPTL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                 264 
                 TLHDQVHLL 
                 I 
                 I 
                 IV 
                 I 
                 I 
                 I 
                 IV 
                 I 
                 I 
                 I 
                 IV 
               
               
                   
               
               
                 265 
                 FLLDKPQDLSI 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 267 
                 YLLDMPLWYL 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 III 
                 I 
                 I 
               
               
                   
               
               
                 269 
                 GLLDCPIFL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 270 
                 TLLTFFHEL 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 II 
                 II 
                 I 
                 I 
               
               
                   
               
               
                 271 
                 VLIEYNFSI 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 III 
                 II 
                 I 
                 I 
               
               
                   
               
               
                 274 
                 TLYNPERTITV 
                 II 
                 IV 
                 II 
                 III 
                 IV 
                 IV 
                 IV 
                 IV 
                 IV 
                 II 
                 II 
               
               
                   
               
               
                 277 
                 KLQEELNKV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 279 
                 VLMDEGAVLTL 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
               
               
                   
               
               
                 283 
                 ALSELLQQV 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 I 
                 I 
               
               
                   
               
               
                 286 
                 FLTEMVHFI 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 I 
                 II 
                 II 
                 I 
               
               
                   
               
            
           
         
       
     
     Example 3 
     In Vitro Immunogenicity of MHC Class I Presented Peptides 
     In order to obtain information regarding the immunogenicity of the TUMAPs of the present invention, the inventors performed investigations using an in vitro T-cell priming assay based on repeated stimulations of CD8+ T cells with artificial antigen presenting cells (aAPCs) loaded with peptide/MHC complexes and anti-CD28 antibody. This way the inventors could show immunogenicity for 47 HLA-A*0201 restricted TUMAPs of the invention so far, demonstrating that these peptides are T-cell epitopes against which CD8+ precursor T cells exist in humans (Table 6A and B). 
     In Vitro Priming of CD8+ T Cells 
     In order to perform in vitro stimulations by artificial antigen presenting cells loaded with peptide-MHC complex (pMHC) and anti-CD28 antibody, the inventors first isolated CD8+ T cells from fresh HLA-A*02 leukapheresis products via positive selection using CD8 microbeads (Miltenyi Biotec, Bergisch-Gladbach, Germany) of healthy donors obtained from the University clinics Mannheim, Germany, after informed consent. PBMCs and isolated CD8+ lymphocytes were incubated in T-cell medium (TCM) until use consisting of RPMI-Glutamax (Invitrogen, Karlsruhe, Germany) supplemented with 10% heat inactivated human AB serum (PAN-Biotech, Aidenbach, Germany), 100 U/ml Penicillin/100 μg/ml Streptomycin (Cambrex, Cologne, Germany), 1 mM sodium pyruvate (CC Pro, Oberdorla, Germany), 20 μg/ml Gentamycin (Cambrex). 2.5 ng/ml IL-7 (PromoCell, Heidelberg, Germany) and 10 U/ml IL-2 (Novartis Pharma, Nürnberg, Germany) were also added to the TCM at this step. Generation of pMHC/anti-CD28 coated beads, T-cell stimulations and readout was performed in a highly defined in vitro system using four different pMHC molecules per stimulation condition and 8 different pMHC molecules per readout condition. 
     The purified co-stimulatory mouse IgG2a anti human CD28 Ab 9.3 (Jung et al., 1987) was chemically biotinylated using Sulfo-N-hydroxysuccinimidobiotin as recommended by the manufacturer (Perbio, Bonn, Germany). Beads used were 5.6 μm diameter streptavidin coated polystyrene particles (Bangs Laboratories, Illinois, USA). 
     pMHC used for positive and negative control stimulations were A*0201/MLA-001 (peptide ELAGIGILTV (SEQ ID NO. 289) from modified Melan-A/MART-1) and A*0201/DDX5-001 (YLLPAIVHI from DDX5, SEQ ID NO. 290), respectively. 
     800.000 beads/200 μl were coated in 96-well plates in the presence of 4×12.5 ng different biotin-pMHC, washed and 600 ng biotin anti-CD28 were added subsequently in a volume of 200 μl. Stimulations were initiated in 96-well plates by co-incubating 1×10 6  CD8+ T cells with 2×10 6  washed coated beads in 200 μl TCM supplemented with 5 ng/ml IL-12 (PromoCell) for 3 days at 37° C. Half of the medium was then exchanged by fresh TCM supplemented with 80 U/ml IL-2 and incubating was continued for 4 days at 37° C. 
     This stimulation cycle was performed for a total of three times. For the pMHC multimer readout using 8 different pMHC molecules per condition, a two-dimensional combinatorial coding approach was used as previously described (Andersen et al., 2012) with minor modifications encompassing coupling to 5 different fluorochromes. Finally, multimeric analyses were performed by staining the cells with Live/dead near IR dye (Invitrogen, Karlsruhe, Germany), CD8-FITC antibody clone SK1 (BD, Heidelberg, Germany) and fluorescent pMHC multimers. For analysis, a BD LSRII SORP cytometer equipped with appropriate lasers and filters was used. Peptide specific cells were calculated as percentage of total CD8+ cells. Evaluation of multimeric analysis was done using the FlowJo software (Tree Star, Oregon, USA). In vitro priming of specific multimer+CD8+ lymphocytes was detected by comparing to negative control stimulations. Immunogenicity for a given antigen was detected if at least one evaluable in vitro stimulated well of one healthy donor was found to contain a specific CD8+ T-cell line after in vitro stimulation (i.e. this well contained at least 1% of specific multimer+ among CD8+ T-cells and the percentage of specific multimer+ cells was at least 10× the median of the negative control stimulations). 
     In Vitro Immunogenicity of Peptides 
     For tested HLA class I peptides, in vitro immunogenicity could be demonstrated by generation of peptide specific T-cell lines. Exemplary flow cytometry results after TUMAP-specific multimer staining for 15 peptides of the invention are shown in  FIGS.  3  and  6    together with corresponding negative controls. Results for two peptides from the invention are summarized in Table 6A and B. 
     
       
         
           
               
             
               
                 TABLE 6A 
               
             
            
               
                   
               
               
                 in vitro immunogenicity of HLA class 1 
               
               
                 peptides of the invention 
               
               
                 Exemplary results of in vitro immunogenicity 
               
               
                 experiments conducted by the applicant for the 
               
               
                 peptides of the invention. &lt;20% = +; 
               
               
                 21%-49% = ++; 50%-69% = +++; &gt;= 70% = ++++ 
               
            
           
           
               
               
               
               
            
               
                 Seq ID 
                 Sequence 
                 wells 
                 donors 
               
               
                   
               
               
                 288 
                 SLYKGLLSV 
                 ++ 
                 ++++ 
               
               
                   
               
               
                 287 
                 KIQEILTQV 
                 + 
                 +++ 
               
               
                   
               
            
           
         
       
     
     
       
         
           
               
             
               
                 TABLE 6B 
               
             
            
               
                   
               
               
                 In vitro immunogenicity of HLA class 1 
               
               
                 peptides of the invention 
               
               
                 Exemplary results of in vitro immunogenicity 
               
               
                 experiments conducted by the applicant for 
               
               
                 HLA-A*02 restricted peptides of the invention. 
               
               
                 Results of in vitro immunogenicity experiments 
               
               
                 are indicated. Percentage of positive wells 
               
               
                 and donors (among evaluable) are summarized 
               
               
                 as indicated &lt;20% = +; 20%-49% = ++; 
               
               
                 50%-69% = +++; &gt;= 70% = ++++ 
               
            
           
           
               
               
               
            
               
                 SEQ ID 
                 Sequence 
                 Wells positive [%] 
               
               
                   
               
               
                   4 
                 VLFGELPAL 
                 + 
               
               
                   
               
               
                   7 
                 ALLQALMEL 
                 ++ 
               
               
                   
               
               
                   9 
                 SLITGQDLLSV 
                 + 
               
               
                   
               
               
                  11 
                 LLDPKTIFL 
                 ++ 
               
               
                   
               
               
                  14 
                 YTFSGDVQL 
                 + 
               
               
                   
               
               
                  17 
                 GLLPSAESIKL 
                 + 
               
               
                   
               
               
                  18 
                 KTASINQNV 
                 +++ 
               
               
                   
               
               
                  27 
                 GLLGKVTSV 
                 + 
               
               
                   
               
               
                  29 
                 KMISAIPTL 
                 + 
               
               
                   
               
               
                  34 
                 TLNTLDINL 
                 ++++ 
               
               
                   
               
               
                  35 
                 VHKGLEEI 
                 + 
               
               
                   
               
               
                  39 
                 YLEDGFAYV 
                 ++++ 
               
               
                   
               
               
                  48 
                 KISDFGLATV 
                 ++ 
               
               
                   
               
               
                  50 
                 ILLSVLHQL 
                 + 
               
               
                   
               
               
                  66 
                 AMFPDTIPRV 
                 + 
               
               
                   
               
               
                  77 
                 ALYGNVQQV 
                 + 
               
               
                   
               
               
                  82 
                 ILAEEPIYIRV 
                 +++ 
               
               
                   
               
               
                  89 
                 SLAETIFIV 
                 + 
               
               
                   
               
               
                  92 
                 RLFEEVLGV 
                 ++ 
               
               
                   
               
               
                  97 
                 KLFEKSTGL 
                 + 
               
               
                   
               
               
                 101 
                 SLLEVNEASSV 
                 + 
               
               
                   
               
               
                 102 
                 GLYPVTLVGV 
                 + 
               
               
                   
               
               
                 117 
                 TLLEGISRA 
                 ++ 
               
               
                   
               
               
                 121 
                 ALYVQAPTV 
                 + 
               
               
                   
               
               
                 157 
                 ILQDGQFLV 
                 + 
               
               
                   
               
               
                 166 
                 LLGDSSFFL 
                 ++ 
               
               
                   
               
               
                 183 
                 ALSYILPYL 
                 +++ 
               
               
                   
               
               
                 203 
                 FLFVDPELV 
                 +++ 
               
               
                   
               
               
                 233 
                 SLFESLEYL 
                 + 
               
               
                   
               
               
                 234 
                 VLLNEILEQV 
                 ++ 
               
               
                   
               
               
                 236 
                 KMSELQTYV 
                 + 
               
               
                   
               
               
                 242 
                 KLQEEIPVL 
                 + 
               
               
                   
               
               
                 246 
                 ALAGIVTNV 
                 + 
               
               
                   
               
               
                 248 
                 VLMQDSRLYL 
                 ++ 
               
               
                   
               
               
                 251 
                 LLWGNLPEI 
                 ++ 
               
               
                   
               
               
                 253 
                 KLLAVIHEL 
                 ++ 
               
               
                   
               
               
                 254 
                 ALGDKFLLRV 
                 + 
               
               
                   
               
               
                 255 
                 FLMKNSDLYGA 
                 + 
               
               
                   
               
               
                 257 
                 KLIDHQGLYL 
                 + 
               
               
                   
               
               
                 260 
                 ALNESLVEC 
                 + 
               
               
                   
               
               
                 261 
                 GLAALAVHL 
                 ++ 
               
               
                   
               
               
                 263 
                 SHEYLPTL 
                 + 
               
               
                   
               
               
                 264 
                 TLHDQVHLL 
                 + 
               
               
                   
               
               
                 267 
                 YLLDMPLWYL 
                 + 
               
               
                   
               
               
                 275 
                 AVPPPPSSV 
                 ++ 
               
               
                   
               
            
           
         
       
     
     Example 4 
     Synthesis of Peptides 
     All peptides were synthesized using standard and well-established solid phase peptide synthesis using the Fmoc-strategy. 
     Identity and purity of each individual peptide have been determined by mass spectrometry and analytical RP-HPLC. The peptides were obtained as white to off-white lyophilizates (trifluoro acetate salt) in purities of &gt;50%. 
     All TUMAPs are preferably administered as trifluoro-acetate salts or acetate salts, other salt-forms are also possible. 
     Example 5 
     MHC Binding Assays 
     Candidate peptides for T cell based therapies according to the present invention were further tested for their MHC binding capacity (affinity). The individual peptide-MHC complexes were produced by UV-ligand exchange, where a UV-sensitive peptide is cleaved upon UV-irradiation, and exchanged with the peptide of interest as analyzed. Only peptide candidates that can effectively bind and stabilize the peptide-receptive MHC molecules prevent dissociation of the MHC complexes. To determine the yield of the exchange reaction, an ELISA was performed based on the detection of the light chain (β2m) of stabilized MHC complexes. The assay was performed as generally described in Rodenko et al. (Rodenko et al., 2006). 
     96 well MAXISorp plates (NUNC) were coated over night with 2 ug/ml streptavidin in PBS at room temperature, washed 4× and blocked for 1 h at 37° C. in 2% BSA containing blocking buffer. Refolded HLA-A*02:01/MLA-001 monomers served as standards, covering the range of 15-500 ng/ml. Peptide-MHC monomers of the UV-exchange reaction were diluted 100 fold in blocking buffer. Samples were incubated for 1 h at 37° C., washed four times, incubated with 2 ug/ml HRP conjugated anti-β2m for 1 h at 37° C., washed again and detected with TMB solution that is stopped with NH 2 SO 4 . Absorption was measured at 450 nm. Candidate peptides that show a high exchange yield (preferably higher than 50%, most preferred higher than 75%) are generally preferred for a generation and production of antibodies or fragments thereof, and/or T cell receptors or fragments thereof, as they show sufficient avidity to the MHC molecules and prevent dissociation of the MHC complexes. 
     
       
         
           
               
             
               
                 TABLE 7 
               
             
            
               
                   
               
               
                 MHC class 1 binding scores 
               
               
                 Binding of HLA-class 1 restricted peptides to 
               
               
                 HLA-A*02:01 was evaluated by peptide exchange 
               
               
                 yield: ≥10% = +; ≥20% = ++; 
               
               
                 ≥50 = +++; ≥75% = ++++ 
               
            
           
           
               
               
               
            
               
                 SEQ ID 
                 Sequence 
                 Peptide exchange 
               
               
                   
               
               
                   1 
                 KLQEKIQEL 
                 ++++ 
               
               
                   
               
               
                   3 
                 RVIDDSLVVGV 
                 +++ 
               
               
                   
               
               
                   4 
                 VLFGELPAL 
                 +++ 
               
               
                   
               
               
                   5 
                 GLVDIMVHL 
                 +++ 
               
               
                   
               
               
                   6 
                 FLNAIETAL 
                 ++++ 
               
               
                   
               
               
                   7 
                 ALLQALMEL 
                 +++ 
               
               
                   
               
               
                   9 
                 SLITGQDLLSV 
                 +++ 
               
               
                   
               
               
                  10 
                 QLIEKNWLL 
                 +++ 
               
               
                   
               
               
                  11 
                 LLDPKTIFL 
                 +++ 
               
               
                   
               
               
                  12 
                 RLLDPKTIFL 
                 +++ 
               
               
                   
               
               
                  13 
                 RLHDENILL 
                 +++ 
               
               
                   
               
               
                  14 
                 YTFSGDVQL 
                 +++ 
               
               
                   
               
               
                  16 
                 SLADLSLLL 
                 +++ 
               
               
                   
               
               
                  17 
                 GLLPSAESIKL 
                 ++++ 
               
               
                   
               
               
                  18 
                 KTASINQNV 
                 ++ 
               
               
                   
               
               
                  19 
                 KVFELDLVTL 
                 ++ 
               
               
                   
               
               
                  20 
                 ALVEKGEFAL 
                 ++ 
               
               
                   
               
               
                  21 
                 YLMDDFSSL 
                 +++ 
               
               
                   
               
               
                  22 
                 LMYPYIYHV 
                 +++ 
               
               
                   
               
               
                  23 
                 ALLSPLSLA 
                 +++ 
               
               
                   
               
               
                  24 
                 KVWSDVTPL 
                 +++ 
               
               
                   
               
               
                  25 
                 LLWGHPRVALA 
                 +++ 
               
               
                   
               
               
                  26 
                 VLDGKVAVV 
                 +++ 
               
               
                   
               
               
                  27 
                 GLLGKVTSV 
                 +++ 
               
               
                   
               
               
                  28 
                 IKVTDPQLLEL 
                 ++ 
               
               
                   
               
               
                  29 
                 KMISAIPTL 
                 ++ 
               
               
                   
               
               
                  30 
                 IITEVITRL 
                 +++ 
               
               
                   
               
               
                  31 
                 GLLETTGLLAT 
                 +++ 
               
               
                   
               
               
                  33 
                 TLDRNSLYV 
                 ++ 
               
               
                   
               
               
                  34 
                 TLNTLDINL 
                 +++ 
               
               
                   
               
               
                  35 
                 VIIKGLEEI 
                 ++ 
               
               
                   
               
               
                  36 
                 TVLQELINV 
                 +++ 
               
               
                   
               
               
                  37 
                 QIVELIEKI 
                 ++ 
               
               
                   
               
               
                  38 
                 VLQQESNFL 
                 ++ 
               
               
                   
               
               
                  39 
                 YLEDGFAYV 
                 +++ 
               
               
                   
               
               
                  40 
                 KIWEELSVLEV 
                 +++ 
               
               
                   
               
               
                  41 
                 IVTEIISEI 
                 +++ 
               
               
                   
               
               
                  42 
                 KQMSISTGL 
                 ++ 
               
               
                   
               
               
                  44 
                 AVFNLVHVV 
                 +++ 
               
               
                   
               
               
                  45 
                 FLPVSVVYV 
                 +++ 
               
               
                   
               
               
                  47 
                 GLNGFNVLL 
                 +++ 
               
               
                   
               
               
                  48 
                 KISDFGLATV 
                 +++ 
               
               
                   
               
               
                  49 
                 KLIGNIHGNEV 
                 ++ 
               
               
                   
               
               
                  50 
                 ILLSVLHQL 
                 +++ 
               
               
                   
               
               
                  51 
                 LDSEALLTL 
                 ++ 
               
               
                   
               
               
                  52 
                 TIGIPFPNV 
                 ++ 
               
               
                   
               
               
                  53 
                 AQHLSTLLL 
                 + 
               
               
                   
               
               
                  54 
                 YLVPGLVAA 
                 +++ 
               
               
                   
               
               
                  55 
                 HLFDKIIKI 
                 +++ 
               
               
                   
               
               
                  57 
                 TLYPGRFDYV 
                 ++ 
               
               
                   
               
               
                  58 
                 HLLGEGAFAQV 
                 +++ 
               
               
                   
               
               
                  59 
                 ALADGIKSFLL 
                 +++ 
               
               
                   
               
               
                  60 
                 YLFSQGLQGL 
                 +++ 
               
               
                   
               
               
                  61 
                 ALYPKEITL 
                 +++ 
               
               
                   
               
               
                  62 
                 SLVENIHVL 
                 +++ 
               
               
                   
               
               
                  63 
                 KLLPMVIQL 
                 +++ 
               
               
                   
               
               
                  64 
                 SLYAGSNNQV 
                 ++ 
               
               
                   
               
               
                  65 
                 SLSEKSPEV 
                 ++ 
               
               
                   
               
               
                  66 
                 AMFPDTIPRV 
                 ++ 
               
               
                   
               
               
                  67 
                 FLIENLLAA 
                 +++ 
               
               
                   
               
               
                  68 
                 QLMNLIRSV 
                 +++ 
               
               
                   
               
               
                  69 
                 LKVLKADVVL 
                 ++ 
               
               
                   
               
               
                  70 
                 GLTEKTVLV 
                 ++ 
               
               
                   
               
               
                  71 
                 HMSGKLTNV 
                 ++ 
               
               
                   
               
               
                  72 
                 VLSTRVTNV 
                 ++ 
               
               
                   
               
               
                  74 
                 GLAFLPASV 
                 ++ 
               
               
                   
               
               
                  75 
                 ALLDGALQL 
                 +++ 
               
               
                   
               
               
                  76 
                 FTAEFLEKV 
                 +++ 
               
               
                   
               
               
                  77 
                 ALYGNVQQV 
                 +++ 
               
               
                   
               
               
                  79 
                 TVLEEIGNRV 
                 ++ 
               
               
                   
               
               
                  80 
                 VLTGQVHEL 
                 +++ 
               
               
                   
               
               
                  81 
                 ILAEEPIYI 
                 ++ 
               
               
                   
               
               
                  82 
                 ILAEEPIYIRV 
                 +++ 
               
               
                   
               
               
                  83 
                 GLLENSPHL 
                 ++ 
               
               
                   
               
               
                  84 
                 FLLEREQLL 
                 ++++ 
               
               
                   
               
               
                  85 
                 KLLDKPEQFL 
                 ++ 
               
               
                   
               
               
                  86 
                 SLFSNIESV 
                 +++ 
               
               
                   
               
               
                  87 
                 KLLSLLEEA 
                 +++ 
               
               
                   
               
               
                  88 
                 LLLPLELSLA 
                 +++ 
               
               
                   
               
               
                  89 
                 SLAETIFIV 
                 +++ 
               
               
                   
               
               
                  90 
                 AILNVDEKNQV 
                 ++ 
               
               
                   
               
               
                  91 
                 LLPSIFLMV 
                 ++ 
               
               
                   
               
               
                  92 
                 RLFEEVLGV 
                 ++++ 
               
               
                   
               
               
                  93 
                 RLYGYFHDA 
                 ++ 
               
               
                   
               
               
                  94 
                 YLDEVAFML 
                 +++ 
               
               
                   
               
               
                  95 
                 KLIDEDEPLFL 
                 +++ 
               
               
                   
               
               
                  96 
                 ALDTTRHEL 
                 ++ 
               
               
                   
               
               
                  97 
                 KLFEKSTGL 
                 +++ 
               
               
                   
               
               
                  98 
                 FVQEKIPEL 
                 +++ 
               
               
                   
               
               
                  99 
                 TLFGIQLTEA 
                 +++ 
               
               
                   
               
               
                 100 
                 ALQSFEFRV 
                 +++ 
               
               
                   
               
               
                 101 
                 SLLEVNEASSV 
                 +++ 
               
               
                   
               
               
                 102 
                 GLYPVTLVGV 
                 +++ 
               
               
                   
               
               
                 103 
                 YLADTVQKL 
                 ++ 
               
               
                   
               
               
                 105 
                 AMLASQTEA 
                 ++ 
               
               
                   
               
               
                 106 
                 VLLGSVVIFA 
                 ++ 
               
               
                   
               
               
                 107 
                 RVLPGQAVTGV 
                 ++ 
               
               
                   
               
               
                 108 
                 FIANLPPELKA 
                 +++ 
               
               
                   
               
               
                 109 
                 ILGSFELQL 
                 +++ 
               
               
                   
               
               
                 110 
                 QIQGQVSEV 
                 ++ 
               
               
                   
               
               
                 111 
                 AQLEGKLVSI 
                 +++ 
               
               
                   
               
               
                 112 
                 ILAQDVAQL 
                 +++ 
               
               
                   
               
               
                 113 
                 FLFLKEVKV 
                 ++ 
               
               
                   
               
               
                 114 
                 LLFPSDVQTL 
                 ++ 
               
               
                   
               
               
                 115 
                 ILHGEVNKV 
                 ++ 
               
               
                   
               
               
                 116 
                 ALLSSVAEA 
                 ++ 
               
               
                   
               
               
                 117 
                 TLLEGISRA 
                 ++ 
               
               
                   
               
               
                 119 
                 SLIEESEEL 
                 ++ 
               
               
                   
               
               
                 121 
                 ALYVQAPTV 
                 ++ 
               
               
                   
               
               
                 122 
                 SIIDTELKV 
                 +++ 
               
               
                   
               
               
                 123 
                 QTAPEEAFIKL 
                 + 
               
               
                   
               
               
                 124 
                 ALLLRLFTI 
                 ++ 
               
               
                   
               
               
                 125 
                 AALEVLAEV 
                 +++ 
               
               
                   
               
               
                 126 
                 QLREAFEQL 
                 +++ 
               
               
                   
               
               
                 128 
                 SILTNISEV 
                 ++ 
               
               
                   
               
               
                 129 
                 KMASKVTQV 
                 ++ 
               
               
                   
               
               
                 130 
                 QLYGSAITL 
                 +++ 
               
               
                   
               
               
                 131 
                 SLYPHFTLL 
                 +++ 
               
               
                   
               
               
                 132 
                 ALLNNVIEV 
                 +++ 
               
               
                   
               
               
                 133 
                 FLDGRPLTL 
                 ++ 
               
               
                   
               
               
                 134 
                 SLYKSFLQL 
                 ++ 
               
               
                   
               
               
                 136 
                 LLWDAPAKC 
                 +++ 
               
               
                   
               
               
                 137 
                 KLIYKDLVSV 
                 ++ 
               
               
                   
               
               
                 138 
                 GIINKLVTV 
                 ++ 
               
               
                   
               
               
                 139 
                 IILENIQSL 
                 +++ 
               
               
                   
               
               
                 140 
                 FLDSQITTV 
                 +++ 
               
               
                   
               
               
                 141 
                 NIDINNNEL 
                 ++ 
               
               
                   
               
               
                 142 
                 LLDAAHASI 
                 ++ 
               
               
                   
               
               
                 143 
                 MLWESIMRV 
                 +++ 
               
               
                   
               
               
                 144 
                 FLISQTPLL 
                 +++ 
               
               
                   
               
               
                 145 
                 ALEEKLENV 
                 +++ 
               
               
                   
               
               
                 146 
                 VVAAHLAGA 
                 ++ 
               
               
                   
               
               
                 147 
                 GLLSALENV 
                 +++ 
               
               
                   
               
               
                 148 
                 YLILSSHQL 
                 +++ 
               
               
                   
               
               
                 149 
                 NMADGQLHQV 
                 ++ 
               
               
                   
               
               
                 150 
                 VLLDMVHSL 
                 +++ 
               
               
                   
               
               
                 151 
                 DISKRIQSL 
                 ++ 
               
               
                   
               
               
                 153 
                 KLVELEHTL 
                 +++ 
               
               
                   
               
               
                 154 
                 AIIKEIQTV 
                 ++ 
               
               
                   
               
               
                 155 
                 TLDSYLKAV 
                 ++ 
               
               
                   
               
               
                 157 
                 ILQDGQFLV 
                 ++ 
               
               
                   
               
               
                 158 
                 YLDPLWHQL 
                 +++ 
               
               
                   
               
               
                 159 
                 QLGPVPVTI 
                 +++ 
               
               
                   
               
               
                 160 
                 TLQEWLTEV 
                 +++ 
               
               
                   
               
               
                 161 
                 NLLDENVCL 
                 ++++ 
               
               
                   
               
               
                 162 
                 GLLGNLLTSL 
                 +++ 
               
               
                   
               
               
                 163 
                 GLEERLYTA 
                 ++ 
               
               
                   
               
               
                 164 
                 MLIIRVPSV 
                 +++ 
               
               
                   
               
               
                 165 
                 SLLDYEVSI 
                 +++ 
               
               
                   
               
               
                 166 
                 LLGDSSFFL 
                 +++ 
               
               
                   
               
               
                 167 
                 LVVDEGSLVSV 
                 +++ 
               
               
                   
               
               
                 168 
                 VIFEGEPMYL 
                 +++ 
               
               
                   
               
               
                 169 
                 ALADLSVAV 
                 +++ 
               
               
                   
               
               
                 170 
                 FIAAVVEKV 
                 ++ 
               
               
                   
               
               
                 171 
                 LLLLDVPTA 
                 ++ 
               
               
                   
               
               
                 173 
                 RLIDIYKNV 
                 +++ 
               
               
                   
               
               
                 174 
                 ALYSGDLHAA 
                 ++ 
               
               
                   
               
               
                 175 
                 SLLDLVQSL 
                 +++ 
               
               
                   
               
               
                 176 
                 VQSGLRILL 
                 ++ 
               
               
                   
               
               
                 177 
                 ALINVLNAL 
                 +++ 
               
               
                   
               
               
                 178 
                 SLVSWQLLL 
                 ++++ 
               
               
                   
               
               
                 179 
                 TLGEIIKGV 
                 +++ 
               
               
                   
               
               
                 180 
                 RLYEEEIRI 
                 +++ 
               
               
                   
               
               
                 181 
                 LLWAPTAQA 
                 +++ 
               
               
                   
               
               
                 182 
                 GLQDGFQITV 
                 +++ 
               
               
                   
               
               
                 183 
                 ALSYILPYL 
                 +++ 
               
               
                   
               
               
                 184 
                 ALDSTIAHL 
                 ++ 
               
               
                   
               
               
                 185 
                 TLYQGLPAEV 
                 ++ 
               
               
                   
               
               
                 187 
                 SILKEDPFL 
                 ++ 
               
               
                   
               
               
                 188 
                 VLGEEQEGV 
                 ++ 
               
               
                   
               
               
                 190 
                 SLSTELFKV 
                 +++ 
               
               
                   
               
               
                 191 
                 AAIEIFEKV 
                 +++ 
               
               
                   
               
               
                 192 
                 TLLPSSGLVTL 
                 ++ 
               
               
                   
               
               
                 193 
                 ALFHMNILL 
                 +++ 
               
               
                   
               
               
                 194 
                 KLLEEVQLL 
                 ++ 
               
               
                   
               
               
                 195 
                 VIIQNLPAL 
                 +++ 
               
               
                   
               
               
                 198 
                 ILTNKVVSV 
                 ++ 
               
               
                   
               
               
                 199 
                 SVADLAHVL 
                 ++ 
               
               
                   
               
               
                 200 
                 IMPTFDLTKV 
                 +++ 
               
               
                   
               
               
                 203 
                 FLFVDPELV 
                 ++ 
               
               
                   
               
               
                 204 
                 SEWGSPHAAVP 
                 +++ 
               
               
                   
               
               
                 206 
                 GLDAFRIFL 
                 ++++ 
               
               
                   
               
               
                 207 
                 KLFETVEEL 
                 +++ 
               
               
                   
               
               
                 208 
                 HLNNDRNPL 
                 ++ 
               
               
                   
               
               
                 210 
                 GLAGDNIYL 
                 +++ 
               
               
                   
               
               
                 211 
                 LLTTVLINA 
                 +++ 
               
               
                   
               
               
                 212 
                 MTLSEIHAV 
                 ++ 
               
               
                   
               
               
                 213 
                 ILAVDGVLSV 
                 +++ 
               
               
                   
               
               
                 214 
                 ALFETLIQL 
                 +++ 
               
               
                   
               
               
                 215 
                 QIADIVTSV 
                 ++ 
               
               
                   
               
               
                 216 
                 ALSTVTPRI 
                 ++ 
               
               
                   
               
               
                 217 
                 LLWPSSVPA 
                 +++ 
               
               
                   
               
               
                 218 
                 SLTGANITV 
                 +++ 
               
               
                   
               
               
                 219 
                 GVVPTIQKV 
                 ++ 
               
               
                   
               
               
                 220 
                 ALSELERVL 
                 +++ 
               
               
                   
               
               
                 221 
                 IMLNSVEEI 
                 ++ 
               
               
                   
               
               
                 222 
                 LLTGVFAQL 
                 ++ 
               
               
                   
               
               
                 223 
                 ALHPVQFYL 
                 +++ 
               
               
                   
               
               
                 224 
                 LLFDWSGTGRADA 
                 +++ 
               
               
                   
               
               
                 225 
                 FLPQPVPLSV 
                 +++ 
               
               
                   
               
               
                 226 
                 SLAGNLQEL 
                 +++ 
               
               
                   
               
               
                 227 
                 SEMEELPSV 
                 + 
               
               
                   
               
               
                 228 
                 SLLELDGINLRL 
                 +++ 
               
               
                   
               
               
                 229 
                 YLYELEHAL 
                 ++ 
               
               
                   
               
               
                 230 
                 KLLNMIFSI 
                 +++ 
               
               
                   
               
               
                 231 
                 LLDDIFIRL 
                 +++ 
               
               
                   
               
               
                 233 
                 SLFESLEYL 
                 +++ 
               
               
                   
               
               
                 234 
                 VLLNEILEQV 
                 ++++ 
               
               
                   
               
               
                 235 
                 SLLNQPKAV 
                 ++ 
               
               
                   
               
               
                 236 
                 KMSELQTYV 
                 +++ 
               
               
                   
               
               
                 237 
                 ALLEQTGDMSL 
                 +++ 
               
               
                   
               
               
                 238 
                 HLQEKLQSL 
                 ++ 
               
               
                   
               
               
                 239 
                 VIIKGLEEITV 
                 +++ 
               
               
                   
               
               
                 241 
                 KQFEGTVEI 
                 +++ 
               
               
                   
               
               
                 242 
                 KLQEEIPVL 
                 +++ 
               
               
                   
               
               
                 243 
                 GLAEFQENV 
                 ++ 
               
               
                   
               
               
                 244 
                 NVAEIVIHI 
                 +++ 
               
               
                   
               
               
                 245 
                 ALLEEEEGV 
                 ++ 
               
               
                   
               
               
                 246 
                 ALAGIVTNV 
                 +++ 
               
               
                   
               
               
                 247 
                 NLLIDDKGTIKL 
                 ++ 
               
               
                   
               
               
                 248 
                 VLMQDSRLYL 
                 +++ 
               
               
                   
               
               
                 249 
                 YLYQILQGI 
                 +++ 
               
               
                   
               
               
                 250 
                 LMQDSRLYL 
                 +++ 
               
               
                   
               
               
                 251 
                 LLWGNLPEI 
                 +++ 
               
               
                   
               
               
                 252 
                 SLMEKNQSL 
                 ++ 
               
               
                   
               
               
                 253 
                 KLLAVIHEL 
                 +++ 
               
               
                   
               
               
                 254 
                 ALGDKFLLRV 
                 ++ 
               
               
                   
               
               
                 255 
                 FLMKNSDLYGA 
                 +++ 
               
               
                   
               
               
                 256 
                 FLNDIFERI 
                 +++ 
               
               
                   
               
               
                 257 
                 KLIDHQGLYL 
                 +++ 
               
               
                   
               
               
                 258 
                 QLVQRVASV 
                 ++ 
               
               
                   
               
               
                 259 
                 GPGIFPPPPPQP 
                 + 
               
               
                   
               
               
                 260 
                 ALNESLVEC 
                 +++ 
               
               
                   
               
               
                 261 
                 GLAALAVHL 
                 +++ 
               
               
                   
               
               
                 262 
                 LLLEAVWHL 
                 +++ 
               
               
                   
               
               
                 263 
                 SHEYLPTL 
                 +++ 
               
               
                   
               
               
                 264 
                 TLHDQVHLL 
                 ++ 
               
               
                   
               
               
                 265 
                 FLLDKPQDLSI 
                 +++ 
               
               
                   
               
               
                 266 
                 FLLDKPQDL 
                 ++ 
               
               
                   
               
               
                 267 
                 YLLDMPLWYL 
                 +++ 
               
               
                   
               
               
                 268 
                 SLDKDIVAL 
                 ++ 
               
               
                   
               
               
                 269 
                 GLLDCPIFL 
                 ++++ 
               
               
                   
               
               
                 270 
                 TLLTFFHEL 
                 +++ 
               
               
                   
               
               
                 271 
                 VLIEYNFSI 
                 +++ 
               
               
                   
               
               
                 272 
                 FVMEGEPPKL 
                 ++ 
               
               
                   
               
               
                 273 
                 SLNKQIETV 
                 ++ 
               
               
                   
               
               
                 274 
                 TLYNPERTITV 
                 +++ 
               
               
                   
               
               
                 275 
                 AVPPPPSSV 
                 ++ 
               
               
                   
               
               
                 276 
                 RMPTVLQCV 
                 +++ 
               
               
                   
               
               
                 277 
                 KLQEELNKV 
                 +++ 
               
               
                   
               
               
                 278 
                 VLEDKVLSV 
                 +++ 
               
               
                   
               
               
                 279 
                 VLMDEGAVLTL 
                 ++ 
               
               
                   
               
               
                 280 
                 HLWGHALFL 
                 +++ 
               
               
                   
               
               
                 281 
                 LLLESDPKVYSL 
                 ++ 
               
               
                   
               
               
                 282 
                 SLYALHVKA 
                 ++ 
               
               
                   
               
               
                 283 
                 ALSELLQQV 
                 +++ 
               
               
                   
               
               
                 284 
                 KLMDPGSLPPL 
                 ++ 
               
               
                   
               
               
                 285 
                 MLLDTVQKV 
                 +++ 
               
               
                   
               
               
                 286 
                 FLTEMVHFI 
                 +++ 
               
               
                   
               
            
           
         
       
     
     Example 6 
       
     
       
         
           
               
             
               
                 TABLE 8 
               
             
            
               
                   
               
               
                 Preferred peptides according to 
               
               
                 the present invention 
               
            
           
           
               
               
               
            
               
                 SEQ ID No 
                 Sequence 
                 Peptide Code 
               
               
                   
               
               
                  11 
                 LLDPKTIFL 
                 HAVCR1-001 
               
               
                   
               
               
                  14 
                 YTFSGDVQL 
                 MMP1-003 
               
               
                   
               
               
                  21 
                 YLMDDFSSL 
                 COL6A3-015 
               
               
                   
               
               
                  24 
                 KVWSDVTPL 
                 MMP-002 
               
               
                   
               
               
                  25 
                 LLWGHPRVALA 
                 MXRA5-003 
               
               
                   
               
               
                  40 
                 KIWEELSVLEV 
                 MAGEA3-003 
               
               
                   
               
               
                  85 
                 KLLDKPEQFL 
                 FMN1-001 
               
               
                   
               
               
                  89 
                 SLAETIFIV 
                 HTR3A-001 
               
               
                   
               
               
                 117 
                 TLLEGISRA 
                 CABY-001 
               
               
                   
               
               
                 153 
                 KLVELEHTL 
                 CT83-001 
               
               
                   
               
               
                 155 
                 TLDSYLKAV 
                 CYP4Z-001 
               
               
                   
               
               
                 157 
                 ILQDGQFLV 
                 DCAF4L2-001 
               
               
                   
               
               
                 168 
                 VIFEGEPMYL 
                 HORMAD1-001 
               
               
                   
               
               
                 233 
                 SLFESLEYL 
                 ZFP42-001 
               
               
                   
               
               
                 245 
                 ALLEEEEGV 
                 MAGEA4-003 
               
               
                   
               
               
                 253 
                 KLLAVIHEL 
                 RAD54B-002 
               
               
                   
               
               
                 264 
                 TLHDQVHLL 
                 ESR1-001 
               
               
                   
               
               
                 274 
                 TLYNPERTITV 
                 IGF-004 
               
               
                   
               
            
           
         
       
     
     Absolute Quantitation of Tumor Associated Peptides Presented on the Cell Surface 
     The generation of binders, such as antibodies and/or TCRs, is a laborious process, which may be conducted only for a number of selected targets. In the case of tumor-associated and -specific peptides, selection criteria include but are not restricted to exclusiveness of presentation and the density of peptide presented on the cell surface. In addition to the isolation and relative quantitation of peptides as described herein, the inventors did analyze absolute peptide copies per cell as described. The quantitation of TUMAP copies per cell in solid tumor samples requires the absolute quantitation of the isolated TUMAP, the efficiency of TUMAP isolation, and the cell count of the tissue sample analyzed. 
     Peptide Quantitation by nanoLC-MS/MS 
     For an accurate quantitation of peptides by mass spectrometry, a calibration curve was generated for each peptide using the internal standard method. The internal standard is a double-isotope-labelled variant of each peptide, i.e. two isotope-labelled amino acids were included in TUMAP synthesis. It differs from the tumor-associated peptide only in its mass but shows no difference in other physicochemical properties (Anderson et al., 2012). The internal standard was spiked to each MS sample and all MS signals were normalized to the MS signal of the internal standard to level out potential technical variances between MS experiments. 
     The calibration curves were prepared in at least three different matrices, i.e. HLA peptide eluates from natural samples similar to the routine MS samples, and each preparation was measured in duplicate MS runs. For evaluation, MS signals were normalized to the signal of the internal standard and a calibration curve was calculated by logistic regression. 
     For the quantitation of tumor-associated peptides from tissue samples, the respective samples were also spiked with the internal standard; the MS signals were normalized to the internal standard and quantified using the peptide calibration curve. 
     Efficiency of Peptide/MHC Isolation 
     As for any protein purification process, the isolation of proteins from tissue samples is associated with a certain loss of the protein of interest. To determine the efficiency of TUMAP isolation, peptide/MHC complexes were generated for all TUMAPs selected for absolute quantitation. To be able to discriminate the spiked from the natural peptide/MHC complexes, single-isotope-labelled versions of the TUMAPs were used, i.e. one isotope-labelled amino acid was included in TUMAP synthesis. These complexes were spiked into the freshly prepared tissue lysates, i.e. at the earliest possible point of the TUMAP isolation procedure, and then captured like the natural peptide/MHC complexes in the following affinity purification. Measuring the recovery of the single-labelled TUMAPs therefore allows conclusions regarding the efficiency of isolation of individual natural TUMAPs. 
     The efficiency of isolation was analyzed in a low number of samples and was comparable among these tissue samples. In contrast, the isolation efficiency differs between individual peptides. This suggests that the isolation efficiency, although determined in only a limited number of tissue samples, may be extrapolated to any other tissue preparation. However, it is necessary to analyze each TUMAP individually as the isolation efficiency may not be extrapolated from one peptide to others. 
     Determination of the Cell Count in Solid, Frozen Tissue 
     In order to determine the cell count of the tissue samples subjected to absolute peptide quantitation, the inventors applied DNA content analysis. This method is applicable to a wide range of samples of different origin and, most importantly, frozen samples (Alcoser et al., 2011; Forsey and Chaudhuri, 2009; Silva et al., 2013). During the peptide isolation protocol, a tissue sample is processed to a homogenous lysate, from which a small lysate aliquot is taken. The aliquot is divided in three parts, from which DNA is isolated (QiaAmp DNA Mini Kit, Qiagen, Hilden, Germany). The total DNA content from each DNA isolation is quantified using a fluorescence-based DNA quantitation assay (Qubit dsDNA HS Assay Kit, Life Technologies, Darmstadt, Germany) in at least two replicates. 
     In order to calculate the cell number, a DNA standard curve from aliquots of single healthy blood cells, with a range of defined cell numbers, has been generated. The standard curve is used to calculate the total cell content from the total DNA content from each DNA isolation. The mean total cell count of the tissue sample used for peptide isolation is extrapolated considering the known volume of the lysate aliquots and the total lysate volume. 
     Peptide Copies Per Cell 
     With data of the aforementioned experiments, the inventors calculated the number of TUMAP copies per cell by dividing the total peptide amount by the total cell count of the sample, followed by division through isolation efficiency. Copy cell number for selected peptides are shown in Table 9. 
     
       
         
           
               
             
               
                 TABLE 9 
               
             
            
               
                   
               
               
                 Absolute copy numbers. The table lists 
               
               
                 the results of absolute peptide quantitation in 
               
               
                 tumor samples. The median number of copies per 
               
               
                 cell are indicated for each peptide: &lt;100 = +; 
               
               
                 &gt;=100 = ++; &gt;=1,000 +++; &gt;=10,000 = ++++. The 
               
               
                 number of samples, in which evaluable, high 
               
               
                 quality MS data are available is indicated. 
               
            
           
           
               
               
               
               
            
               
                   
                 Peptide 
                 Copies per cell 
                 Number 
               
               
                 SEQ ID No. 
                 Code 
                 (median) 
                 of samples 
               
               
                   
               
            
           
           
               
               
               
               
            
               
                  11 
                 HAVCR1-001 
                 + 
                 22 
               
               
                   
               
               
                  14 
                 MMP1-003 
                 ++ 
                 10 
               
               
                   
               
               
                  21 
                 COL6A3-015 
                 + 
                 35 
               
               
                   
               
               
                  24 
                 MMP-002 
                 + 
                 33 
               
               
                   
               
               
                  85 
                 FMN1-001 
                 + 
                 18 
               
               
                   
               
               
                  89 
                 HTR3A-001 
                 +++ 
                 17 
               
               
                   
               
               
                 117 
                 CABY-001 
                 + 
                 17 
               
               
                   
               
               
                 155 
                 CYP4Z-001 
                 ++ 
                 18 
               
               
                   
               
               
                 157 
                 DCAF4L2-001 
                 ++ 
                 16 
               
               
                   
               
               
                 245 
                 MAGEA4-003 
                 + 
                 33 
               
               
                   
               
               
                 253 
                 RAD54B-002 
                 +++ 
                  6 
               
               
                   
               
               
                 264 
                 ESR1-001 
                 + 
                 16 
               
               
                   
               
               
                 274 
                 IGF-004 
                 + 
                  6 
               
               
                   
               
            
           
         
       
     
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