tbuckley/cabot-search huggingface dataset:
Abstract IA-07: RAS mutation tropism: insight into tumor initation
Authors: Christopher M Counter
Journal: Cancer Research (2024)

Abstract How we get cancer, a process termed tumor initiation, remains an enigma, which has crucial clinical implications for early detection, prevention, and interception. Backtracking to catch the moment a specific mutagenic event in a single gene from an individual cell occurred decades before manifesting as cancer is challenging. However, the RAS family of small GTPases thate are commonly mutated in cancer provide some insight. Despite over 50 possible oncogenic RAS mutations, each cancer type exhibits a predilection or ‘tropism’ towards a distinct and often unique subset of these mutations. For example, most pancreatic ductal adenocarcinomas are driven by a G12D/V mutation in KRAS. As RAS mutations are often initiating, this tropism ostensibly reflects the fundamental biology underlying tumor initiation, which becomes embedded in the genome of the resulting tumors. Fortunately, the process of RAS mutation tropism can be studied in mice exposed to the environmental carcinogen urethane. Such carcinogenesis both captures the moment of tumor initiation (the point of carcinogen exposure) and displays RAS mutation tropism (lung lesions are induced by a specific RAS mutation). By using ultra-sensitive sequencing to detect mutations immediately after urethane exposure in different mouse genetic backgrounds, we find that the mutagenic bias of this carcinogen influences the type of RAS mutations generated. However, biological selection for an optimal or ‘sweet spot’ of oncogenic signaling ultimately appears to dictate which mutations go on to initiate tumorigenesis. Analysis of sequence datasets from human lung cancer suggests a similar dominant role for biological selection in the RAS mutation tropism of this cancer. In summary, RAS mutation tropism appears to be a combination of mutational bias, and even more so, biological selection, providing critical insights into the origins of cancers like pancreatic. Citation Format: Christopher M Counter. RAS mutation tropism: insight into tumor initation [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Advances in Pancreatic Cancer Research; 2024 Sep 15-18; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2024;84(17 Suppl_2):Abstract nr IA-07.
Abstract B034: Myeloperoxidase limits tumor-associated neutrophils mediated immunosuppression in pancreatic cancer
Authors: Angisha Basnet, Brain Boone, Tracy Liu
Journal: Cancer Research (2024)

Abstract Pancreatic ductal adenocarcinoma (PDAC) is a deadly disease with a survival rate under 12%. Treatments like immunotherapy and chemotherapy are ineffective in PDAC due to the immunosuppressive tumor microenvironment, in which tumor-associated neutrophils (TANs) are a major component. TAN immunosuppression has been shown to depend upon increased production of reactive oxygen species, with myeloperoxidase (MPO) being a major source of it. We investigated the contribution of MPO in mediating TAN immunosuppression using orthotopic PDAC models in wild-type and syngeneic MPO-deficient mice. We observed a significant delay in tumor growth and improved clinical scores when MPO was deficient. Additionally, treatment with the MPO-specific inhibitor Verdiperstat also delayed tumor growth. Flow cytometry analysis of the tumor microenvironment further confirmed a significant increase in CD8 T and NK cells, along with an increase in granzyme B level in both subsets, when MPO was deficient. Additionally, there was an increase in activation marker (CD25) and memory subset among both CD8 and CD4 T cells in MPO-deficient mice. Ex vivo studies with isolated TANs from tumor-bearing mice showed reduced CD8 T and NK cell suppression, and reactive oxygen species level in absence of MPO, supporting the contribution of MPO in TAN immunosuppression. These data suggest that loss of MPO in TANs has decreased immunosuppressive functions resulting in increased cytotoxic and activated T cells and NK cells with increased memory response within the tumor microenvironment. Our results demonstrate the contribution of MPO in regulating tumor progression, TAN immunosuppression, and immune cell infiltration using an orthotopic PDAC model. Citation Format: Angisha Basnet, Brain Boone, Tracy Liu. Myeloperoxidase limits tumor-associated neutrophils mediated immunosuppression in pancreatic cancer [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Advances in Pancreatic Cancer Research; 2024 Sep 15-18; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2024;84(17 Suppl_2):Abstract nr B034.
Abstract A027: Enhancing pancreatic cancer chemotherapy through photochemical internalisation
Authors: Maria Rosado, Ismahan Mahamed, Andres Garcia-Sampedro, Sandy MacRoberts, Pål Selbo, Stephen Pereira, Pilar Acedo
Journal: Cancer Research (2024)

Abstract Introduction Pancreatic cancer is the deadliest common cancer. Its poor prognosis is associated with its complex biology and lack of early detection strategies. Although much progress has been made in finding more effective therapeutic strategies, pancreatic tumours remain difficult to treat. A major reason why chemotherapy is relatively ineffective against this type of cancer is inefficient delivery of drugs to their target sites combined with multidrug resistance. Our aim is to use the technique called Photochemical Internalisation (PCI), a light-triggered intracellular drug delivery method which combines low dose Photodynamic Therapy (PDT) with chemotherapy, to induce efficient cytosolic delivery of therapeutic compounds to their specific subcellular targets. Methodology Treatment outcomes using saporin (a type I ribosome-inactivating protein) and gemcitabine as monotherapies, or in combination with a light-activated photosensitizer (the porphyrin TPPS2a), were thoroughly analysed in both established pancreatic cancer cell lines and patient-derived xenograft (PDX) models. The efficacy of these treatments was assessed in both 2D and 3D tumour models through various cell viability assays, including MTT, crystal violet staining, and neutral red staining. Additionally, molecular techniques such as western blotting, protein arrays, and flow cytometry were employed to determine the effects on cell viability and to elucidate changes in signalling pathways leading to the therapeutic response. Results In this study, we observed minimal cytotoxicity induced by saporin, gemcitabine or TPPS2a + light monotherapies. However, PCI synergistically enhanced saporin and gemcitabine cytotoxicity (p&amp;lt;0.001) using very low concentrations in all tumour models. Moreover, we determined the mechanism of cell death triggered by these protocols. PCI induced endosomal disruption following light excitation and apoptosis leading to caspases 3/7 activation, in a time dependent manner. Conclusions Overall, our findings demonstrate the potential of PCI to enhance the efficacy of cancer chemotherapy for pancreatic cancer using lower doses than in monotherapy and open a new window for future translational studies. By using low doses of light therapy, we have found a promising avenue for future studies that could eventually lead to better treatments for this challenging disease. Citation Format: Maria Rosado, Ismahan Mahamed, Andres Garcia-Sampedro, Sandy MacRoberts, Pål Selbo, Stephen Pereira, Pilar Acedo. Enhancing pancreatic cancer chemotherapy through photochemical internalisation [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Advances in Pancreatic Cancer Research; 2024 Sep 15-18; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2024;84(17 Suppl_2):Abstract nr A027.
Abstract A038: The hypoxic regulation of macrophage function in pancreatic cancer
Authors: Sean Hannifin, Ashley M Mello, Tenzin Ngodup, Katelyn L Donahue, Marina Pasca di Magliano, Kyoung Eun Lee
Journal: Cancer Research (2024)

Abstract Pancreatic ductal adenocarcinoma (PDAC) is marked by an extensive fibroinflammatory stroma and a low-oxygen (hypoxic) microenvironment, which contribute to disease progression and therapeutic resistance. Within the PDAC stroma, macrophages and cancer-associated fibroblasts (CAFs) are the predominant cell types. Macrophages are a major immunosuppressive population in PDAC. These cells are highly plastic and, as a result, their environment plays an important role in regulating their function. Macrophages adapt to hypoxia primarily by stabilizing hypoxia-inducible factors (HIFs), which are oxygen-labile transcription factors. Although PDAC is profoundly hypoxic and both the tumor cells and stromal cells experience hypoxia, the effects of hypoxia and HIFs on macrophages and their interactions with other stromal cells in PDAC are not yet fully understood. We found that hypoxia promotes the acquisition of inflammatory cancer-associated fibroblasts (inflammatory CAFs), a fibroblast subtype that produces high levels of cytokines and chemokines. Utilizing a hypoxia marker in mouse models of PDAC, we have observed that inflammatory CAFs and macrophages are predominantly situated in hypoxic tumor regions compared with normoxic regions, while T cells are largely absent from these oxygen-poor regions. These preliminary data raise the possibility that inflammatory fibroblasts induced by hypoxia promote macrophage infiltration into hypoxic tumor regions and facilitate an immunosuppressive macrophage phenotype. We have also found that when macrophages are exposed to conditioned media derived from fibroblast cultures under either hypoxic or normoxic conditions, factors secreted from the hypoxia-exposed fibroblasts promote an immunosuppressive macrophage phenotype. We are currently identifying the factors released from hypoxic fibroblasts that drive the immunosuppressive macrophage phenotype. Future work will focus on evaluating the effects of macrophage-intrinsic responses to hypoxia through HIFs on pancreatic tumorigenesis in vivo. Citation Format: Sean Hannifin, Ashley M Mello, Tenzin Ngodup, Katelyn L Donahue, Marina Pasca di Magliano, Kyoung Eun Lee. The hypoxic regulation of macrophage function in pancreatic cancer [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Advances in Pancreatic Cancer Research; 2024 Sep 15-18; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2024;84(17 Suppl_2):Abstract nr A038.
Abstract A066: nSMase2-mediated exosome secretion shapes the tumor microenvironment to immunologically support pancreatic cancer
Authors: Audrey M Hendley, Sudipta Ashe, Atsushi Urano, Martin Ng, Tuan A Phu, Xianlu Laura Peng, Changfei Luan, Anna-Marie Finger, Gun Ho Jang, Natanya R Kerper, David I Berrios, David Jin, Jonghyun Lee, Irene R Riahi, Oghenekevwe M Gbenedio, Christina Chung, Jeroen P Roose, Jen Jen Yeh, Steven Gallinger, Andrew V Biankin, Grainne M O’Kane, Vasilis Ntranos, David K Chang, David W Dawson, Grace E Kim, Valerie M Weaver, Robert L Raffai, Matthias Hebrok
Journal: Cancer Research (2024)

Abstract The pleiotropic roles of nSMase2-generated ceramide include regulation of intracellular ceramide signaling and exosome biogenesis. We investigated the effects of eliminating nSMase2 on early and advanced PDA, including its influence on the microenvironment. Employing the KPC mouse model of pancreatic cancer, we demonstrate that pancreatic epithelial nSMase2 ablation reduces neoplasia and promotes a PDA subtype switch from aggressive basal-like to classical. nSMase2 elimination prolongs survival of KPC mice, hinders vasculature development, and fosters a robust immune response. nSMase2 loss leads to recruitment of cytotoxic T cells, N1-like neutrophils, and abundant infiltration of anti-tumorigenic macrophages in the pancreatic preneoplastic microenvironment. Mechanistically, we demonstrate that nSMase2-expressing PDA cell small extracellular vesicles (sEVs) reduce survival of KPC mice; PDA cell sEVs generated independently of nSMase2 prolong survival of KPC mice and reprogram macrophages to a proinflammatory phenotype. Collectively, our study highlights previously unappreciated opposing roles for exosomes, based on biogenesis pathway, during PDA progression. Citation Format: Audrey M Hendley, Sudipta Ashe, Atsushi Urano, Martin Ng, Tuan A Phu, Xianlu Laura Peng, Changfei Luan, Anna-Marie Finger, Gun Ho Jang, Natanya R Kerper, David I Berrios, David Jin, Jonghyun Lee, Irene R Riahi, Oghenekevwe M Gbenedio, Christina Chung, Jeroen P Roose, Jen Jen Yeh, Steven Gallinger, Andrew V Biankin, Grainne M O’Kane, Vasilis Ntranos, David K Chang, David W Dawson, Grace E Kim, Valerie M Weaver, Robert L Raffai, Matthias Hebrok. nSMase2-mediated exosome secretion shapes the tumor microenvironment to immunologically support pancreatic cancer [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Advances in Pancreatic Cancer Research; 2024 Sep 15-18; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2024;84(17 Suppl_2):Abstract nr A066.
Abstract A070: Time-Dependent Oxidation and Aggregation of Vimentin upon Binding by β-lap Induced Immunogenic Cell Death
Authors: Feng Qian, Lei Dou, Kaixin Wang, Yi Xia, Zhidong Chen, Yumeng Zu, Shuang Xi
Journal: Cancer Research (2024)

Abstract β-lapachone (β-lap) has been demonstrated as an NAD(P)H:quinone oxidoreductase1 (NQO1) bioactivatable compound. It initiated a futile redox cycle catalyzed by NQO1, resulting in reactive oxygen species (ROS) generation, with consumption of the reductive NAD(P)H. After a 4-h pulse of sufficiently lethal dose of β-lap, high levels of ROS diffused into nuclei to induce tumor-selective DNA damage and programmed necrosis in cancers overexpressing NQO1. Recently, our experiments showed that prolonged low dose β-lap administration exerted significant and NQO1 independent antitumor efficacy in mouse models with no overt signs of toxicity. Thus, we synthesized a photoactive β-lap probe to identify the molecular target of β-lap. Vimentin, a major constituent of the intermediate filament family of proteins, was identified as the direct binding target of β-lap. Vimentin was highly upregulated in multiple cancers including PDAC, and was a binding partner of β-lap with a dissociation constant at micromolar levels. Ligand binding assays in Panc1 cells employing β-lap as a specific competitor showed that vimentin was bound by β-lap-probe in a β-lap-competitive manner, and further confirmed that the in vivobinding target of β-lap was vimentin. Moreover, it was manifested that endogenous vimentin mRNA levels directly correlated with sensitivity to prolonged exposure of β-lap in a panel of pancreatic cancer cell lines, and knockout of vimentin in Panc1 cells markedly decreased lethality after prolonged exposure of β-lap. Mechanistically, we revealed that β-lap bound to vimentin and induced disulfide bonds that participated in disulfide cross-linking between a pair of vimentin dimers in a concentration and time dependent manner, forming vimentin oligomers of approximately 150 kDa. Prolonged exposure of β-lap promoted the disruption of filament architecture and vimentin degradation, ultimately resulting in cell death. In addition, the cell death by targeting vimentin exhibited a more inflammatory condition and enhanced DC activation. Together, our findings unveiled an unknown molecular target for β-lap and provided valuable insights into its mechanism of action. Targeting vimentin also presented a new strategy that inhibited the tumor growth and synergized with immunotherapy to disrupt immune evasion and reduce immune suppression against pancreatic cancers. Citation Format: Feng Qian, Lei Dou, Kaixin Wang, Yi Xia, Zhidong Chen, Yumeng Zu, Shuang Xi. Time-Dependent Oxidation and Aggregation of Vimentin upon Binding by β-lap Induced Immunogenic Cell Death [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Advances in Pancreatic Cancer Research; 2024 Sep 15-18; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2024;84(17 Suppl_2):Abstract nr A070.
Abstract B026: Development of a Urinary miRNA-Based Classifier for Detecting Pancreatic Cancer in High-Risk Groups
Authors: Tomoya Kawase, Hiroyasu Kusaka, Koji Yoshida, Yasutaka Kato, Junji Kita, Hiroshi Kurahara, Shunsuke Kondo, Atsushi Satomura, Yuji Yoshida, Hiroki Yamaguchi, Yoriko Ando, Motiki Mikami, Mika Mizunuma, Yuki Ichikawa
Journal: Cancer Research (2024)

Abstract Background Despite advances in treatment for cancer, the 5-year survival rate of pancreatic adenocarcinoma(PDAC) remains approximately 10% as of 2023. Early detection of PDAC is crucial for improving therapeutic outcomes. In order to detect PDAC at early stages, monitoring patients with clinical risk factors is important but relying solely on these risk factors is not sufficient. There is an urgent need for detection of biological markers such as microRNAs (miRNAs). In this study, we analyzed urinary miRNAs as a potential non-invasive biomarker and developed a machine learning classifier to detect pancreatic cancer from high-risk patients. Method A total of 165 participants with Stage0 to Ⅳ PDAC and 109 high-risk participants were analyzed. High-risk patients were defined as those who had at least one of the following diseases and/or risk factors: type 2 diabetes, chronic pancreatitis, intraductal papillary mucinous neoplasm, pancreatic cysts, dilation of main pancreatic duct and family history of PDAC. Urinary miRNA were sequenced by next generation sequencer. The data were split into 80% of training data and 20% of validation data for the development of a classifier. Machine learning based algorithm was deployed to construct an algorithm from the training data and its performance was evaluated by the remaining validation data. Results: Differential expression analysis revealed 12 upregulated and 7 downregulated miRNAs. Among downregulated miRNAs, PDAC related pathways such as growth signaling were significantly enriched. The performance of the classifier was AUC: 0.87, sensitivity: 0.80, and specificity 0.77. The sensitivity for early stage (Stage0-Ⅰ)PDAC was 0.80 and 0.88 especially when limited to StageⅠ. Conclusion: The classifier was able to detect PDAC at early stages with high sensitivity and specificity. This study demonstrated the potential for effective monitoring of high-risk patients for the early detection of PDAC, highlighting the feasibility and advantages of urine sampling due to its simplicity. To further evaluate the performance of the algorithm, a validation study is recommended. Citation Format: Tomoya Kawase, Hiroyasu Kusaka, Koji Yoshida, Yasutaka Kato, Junji Kita, Hiroshi Kurahara, Shunsuke Kondo, Atsushi Satomura, Yuji Yoshida, Hiroki Yamaguchi, Yoriko Ando, Motiki Mikami, Mika Mizunuma, Yuki Ichikawa. Development of a Urinary miRNA-Based Classifier for Detecting Pancreatic Cancer in High-Risk Groups [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Advances in Pancreatic Cancer Research; 2024 Sep 15-18; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2024;84(17 Suppl_2):Abstract nr B026.
Abstract C079: Exploring acinar to ductal metaplasia in pancreatitis and precancerous contexts using FixNCut
Authors: Katherine Aney, Woo-Jeong Jeong, Pal Koak, Isabel Kim, Sahar Nissim
Journal: Cancer Research (2024)

Abstract Acinar to ductal metaplasia (ADM) is the process by which acinar cells transition to a duct-like state acquiring ductal markers and morphology. This process can be driven by pancreas inflammation or injury, such as pancreatitis, where it is thought to be an adaptive response to help mitigate damage and facilitate repair. ADM is also observed following acinar-specific oncogenic KRAS mutations and known to precede PDAC precancerous lesions termed pancreatic intraepithelial neoplasias (PanINs). While ADM is well characterized histologically, cellular and molecular details of ADM and PanIN formation remain less well understood, in part due to high levels of digestive enzyme production in acinar cells that hamper characterization. Leveraging our recently described DSP-fixation method, FixNCut, to improve capture and transcriptome quality of acinar and ADM populations in the pancreas, we characterize ADM arising in three contexts: acute pancreatitis, recurrent acute pancreatitis, and acute pancreatitis with an oncogenic KRAS mutation known to drive the formation of PanINs. FixNCut and single-cell RNA-sequencing enabled us to elucidate the transcriptomic landscape of ADM and define changes to the microenvironment in unprecedented detail. Our findings indicate that the cellular and transcriptional landscape of recurrent acute pancreatitis closely mirrors that of acute pancreatitis for up to 6 weeks (or 6 bouts of 2-day acute pancreatitis), which was the longest timepoint tested. In contrast, acute pancreatitis in the presence of an acinar-specific oncogenic KRAS mutation results in a distinct transcriptional profile for both ADM and the surrounding microenvironment compared to pancreatitis alone. Additionally, we use FixNCut to preserve the epigenomes of acinar cells, enabling us to sort acinar cells and profile their histone modifications in various contexts of ADM. We benchmark and validate our results against existing mouse and human datasets of precancer and cancer. Through this work, we aim to enhance our understanding of ADM in various contexts, providing insights into acinar cell plasticity and early PDAC precursor formation that may inform strategies for early detection and interception. Citation Format: Katherine Aney, Woo-Jeong Jeong, Pal Koak, Isabel Kim, Sahar Nissim. Exploring acinar to ductal metaplasia in pancreatitis and precancerous contexts using FixNCut [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Advances in Pancreatic Cancer Research; 2024 Sep 15-18; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2024;84(17 Suppl_2):Abstract nr C079.