Abstract:
There is provided a composition for diagnosing, treating, and preventing an age-related macular degeneration and a method for diagnosing an age-related macular degeneration.

Description:
CROSS-REFERENCE TO RELATED APPLICATION(S) 
       [0001]    This application claims the priority of Korean Patent Application No. 10-2013-0046993 filed on Apr. 26, 2013, the entire contents of which is incorporated herein by reference. 
       BACKGROUND OF THE INVENTION 
       [0002]    1. Field of the Invention 
         [0003]    The present invention relates to a composition for diagnosing, treating, and preventing an age-related macular degeneration and a method for diagnosing an age-related macular degeneration. 
         [0004]    2. Description of the Related Art 
         [0005]    As well as Korea, the average length of life in the entire world is over 80 years, and we are living in the ageing era. Particularly, in Korea, the ageing is rapidly in progress due to a dramatic rise of the average length of life, birth rate drop, and the like. 
         [0006]    It is very important to treat diseases caused by aging and external environment in order to maintain healthy life for the longevity. The most common diseases caused by the aging are a disease related to eyes. For an ophthalmologic disease that was meant to be a disease by the aging, the age of onset is declining, and also the attack rate is rising. For an age-related macular degeneration (AMD) that is the first disease of the diseases leading to blindness among adults order than 50 in the west, the attack rate is rapidly rising in Korea and the prevalence rate is also high. 
         [0007]    An age-related macular degeneration (AMD) is a disease that for adults order than 50, retina, retinal pigment epithelium, and choriocapillaris are degenerated and sink into atrophy, progressively and multifactorially. In the west, the AMD is an important disease that takes first place among the diseases leading to blindness among adults order than 50, surpassing diabetic retinopathy and glaucoma. Latest estimates shows more than eight million people have a nonvasculitic or dry AMD that is more common type of the AMD in the United States, and more than three million people are losing their sight every year due to the AMD. In Korea, AMD incidence is rapidly rising due to westernization of dietary life, an environment factor, and a prolonged average life span. Currently, it is estimated that a quarter-million people, which is about 5% of five million people order than 65, suffer from the AMD. It is possible that such a geriatric illness leads to an economical problem such as burden of a medical expenses and also great social problem such as quality-of life decline. Therefore, a study on an early diagnosis and effective therapy of the AMD is urgently needed. 
         [0008]    However, an etiopathogenic mechanism of an AMD is multifactorial and partially known. It is reported that in addition to a genetic factor, the AMD has relevance to an accumulation of a harmful environment such as environmental pollution, (excessive) ray exposure, and oxidation stress, but the detail mechanism is not completely known. 
         [0009]    Currently, the treatment present condition of an AMD patient is as follows. 
         [0010]    A therapy of choroidal neovascularization (CNV) that is a wet AMD is largely divided into a destructive therapy (macular grid laser treatment, a photodynamic therapy, and a surgery operation) and a pathway-based therapy (an anti-vascular endothelial growth factor therapy). 
         [0011]    However, up to now, the therapies disclosed above only delay a serious vision loss or slightly improve a sight, but do not treat basically. Especially, the therapies only treat a wet AMD or neovascular AMD, but not treat a nonvascular AMD (a dry AMD and geographic atrophy), from which 70 to 80% of the AMD patients suffer. 
         [0012]    A repeatable intravitreally-injection of an anti-VEGF is the only therapy, in which the injection has proven effect on treating a wet AMD now. The injection is a therapy targeting a vascular endothelial growth factor (VEGF) that is an angiogenic cytokine of choroidal neovascularization (CNV) of the wet AMD. However, a restricted visual improvement is proven only in ⅓ among the patients treated with an anti-VEGF therapy, and a legal blindness condition progresses in ⅙ among the patients treated with the therapy. In addition, there is a problem of stability such as retinal toxicity caused by continuously suppressing VEGF present in a normal retina. The therapy disclosed above should be repeatedly performed through an injection because of an intravitreal short half-life of a drug, and complications possibility such as a vitreous hemorrhage, retinal detachment and endophthalmitis increases according to the repeatable injection. Since the VEGF play a role as a strong vasodilator, the VEGF maintains a blood circulation and atony of the coronary arteries of heart. Since the aged patients with the AMD have high risk of occurring cardiovascular disorders, there is also a risk of occurring serious side effects. Accordingly, it is needed that an AMD-specific molecular or a protein marker is found and substances targeting the AMD-specific molecular or protein marker are developed. 
       CITED DOCUMENTS 
       [0000]    
       
         Korean Patent Publication No. 10-2012-0129023 (Nov. 28, 2012) 
         Korean Patent Publication No. 10-2009-0029259 (Mar. 20, 2009) 
       
     
       SUMMARY OF THE INVENTION 
       [0015]    The present invention is designed to solve the above-mentioned problems and by the above needs, and an aspect of the present invention provides a protein biomarker for diagnosing and treating an age-related macular degeneration. 
         [0016]    According to an aspect of the present invention, there is provided a composition for diagnosing an age-related macular degeneration, in which the composition includes one or more proteins selected from the group consisting of desmoplakin-I represented by a gene information number (GI No.) 58530840; actin represented by GI No. 213688375; myosin 9 represented by GI No. 12667788; Hsp70 represented by GI No. 194248072; Hspβ-1 represented by GI No. 4504517; cytokeratin 8 represented by GI No. 4504919; cytokeratin 9 represented by GI No. 55956899; cytokeratin 14 represented by GI No. 15431310; vitronectin represented by GI No. 88853069; PSMD1 (26S proteasome non-ATPase subunit 1) represented by GI No. 25777600; cathepsin D represented by GI No. 4503143; a retinol-binding protein 4 represented by GI No. 55743122; and WIF 1 (Wnt inhibitory factor 1) represented by GI No. 111125011. 
         [0017]    According to another aspect of the present invention, there is provided a composition for diagnosing an age-related macular degeneration, in which the composition includes a protein consisting of desmoplakin-I represented by a gene information number (GI No.) 58530840; actin represented by GI No. 213688375; myosin 9 represented by GI No. 12667788; Hsp70 represented by GI No. 194248072; Hspβ-1 represented by GI No. 4504517; cytokeratin 8 represented by GI No. 4504919; cytokeratin 9 represented by GI No. 55956899; cytokeratin 14 represented by GI No. 15431310; vitronectin represented by GI No. 88853069; PSMD1 (26S proteasome non-ATPase subunit 1) represented by GI No. 25777600; cathepsin D represented by GI No. 4503143; a retinol-binding protein 4 represented by GI No. 55743122; and WIF1 (Wnt inhibitory factor 1) represented by GI No. 111125011. 
         [0018]    According to still another aspect of the present invention, there is provided a method for obtaining information about an age-related macular degeneration from a subject, in which the method includes (a) measuring one or more biomarkers in a biological sample obtained from the subject, in which the one or more biomarkers are selected from the protein compositions of the present invention disclosed above; and (b) correlating the sample with the age-related macular degeneration when measured value or values is/are higher than that of a normal person. 
         [0019]    According to an embodiment of the present invention, it is preferable that for the method, when expression of the protein biomarker in the sample is at least 1.5 time or higher than the expression for the normal person, the sample is correlated to the age-related macular degeneration. However, the present invention is not limited thereto. In other words, in the case of proteins that are strongly presumed to be related to a pathological physiology of the age-related macular degeneration, the proteins are considered for selecting proteins for a final quantitative analysis, even if expressions of the proteins are not increased by 1.5 times or more. 
         [0020]    Further, the present invention provides a composition for predicting an anti-VEGF medicine reaction for treating an age-related macular degeneration, in which the composition includes one or more proteins selected from the group consisting of Hspβ-1 represented by GI No. 4504517; and cytokeratin 8 represented by GI No. 4504919. 
         [0021]    The present invention provides a kit for diagnosing a protein biomarker having at least one peptide selected from the group consisting of peptides set forth in SEQ ID NOS. 1 to 20 as an effective component. 
         [0022]    In the present invention, an immunogenic fragment means a fragment of a biomarker protein having one or more epitopes capable of being recognized by an antibody to a biomarker protein of the present invention. 
         [0023]    In order to achieve other purposes of the present invention, there is a provided a diagnostic agent for diagnosing an age-related macular degeneration, in which the diagnostic agent includes an antibody specifically binding the biomarker protein of the present invention or immunogenic fragment thereof as an effective component. 
         [0024]    The antibody of the present invention may be a polyclonal antibody, or it is more preferable to use a monoclonal antibody. 
         [0025]    The polyclonal antibody may be prepared by injecting a biomarker protein or fragments thereof as an immunogen to an external host according to the method known by a person skilled in the related art. Examples of the external host include a mammal such as a mouse, a rat, a sheep, and a rabbit. The immunogen is injected intramuscularly, abdominally, or subcutaneously. Generally, the immunogen is injected along with adjuvant to increase antigenicity. Blood is regularly collected from the external host, thereby collecting serum exhibiting improved titer or specificity to an antigen, or isolating and purifying an antibody from the blood. 
         [0026]    The monoclonal antibody may be prepared by a technology [Koeher and Milstein 1975, Nature, 256:495)] of generating a cell line immortalized by the fusion that is known by a person skilled in the related art. A brief explanation of the generating method is as follows. First, 20 μg of a pure protein was obtained and then immunized to a Balb/C mouse, or a peptide was synthesized and bound to bovine serum albumin, and then immunized to the mouse. Since then, antigen-producing lymphocyte was isolated from the mouse, and then fused with myeloma of human or a mouse to generate immortalized hybridoma. Using an ELISA method, hybridoma that produces the desired monoclonal antibody was only selected and then proliferated, and then the monoclonal antibody was isolated and purified from the culture. 
         [0027]    In order to achieve another purpose of the present invention, there is provided a method of obtaining information about an age-related macular degeneration of a subject, in which the method includes detecting in the presence of the biomarker protein of the present invention or immunogenic fragments thereof from a body fluid of the subject. 
         [0028]    In the method of the present invention, using human blood, the detecting in the presence of a biomarker protein or immunogenic fragments thereof from the liver blood solution of a subject is directly performed by using a two-dimensional (2-D) electrophoresis, or the detecting in the presence of a biomarker protein or immunogenic fragments thereof is indirectly performed through an antigen-antibody reaction performed by contacting the blood with the antibody of the present invention. 
         [0029]    Examples of an immunoassay method that is now widely known as the antigen-antibody reaction include an enzyme-linked immunosorbent assay (ELISA, Coated tube), a magnetic particle method, in which an antibody-binding magnetic particle is bound to a tube, and then an antigen-tracer and non-degradable contaminant are competitively reacted each other to induce an enzyme reaction, thereby quantifying, and a latex particle method using an antibody-binding latex particle. 
         [0030]    In order to achieve still another object of the present invention, there is provided a kit for diagnosing an age-related macular degeneration, in which the kit includes an antibody specifically binding to a biomarker protein of the present invention or immunogenic fragments thereof as an effective component. 
         [0031]    The diagnosing kit of the present invention is prepared by the preparing method that is known by a person skilled in the related art, and typically includes an antibody, a buffer, a stabilizer, an inert protein in a freeze-drying type. The antibody may be labeled with radioisotope, fluorogen, enzyme, and the like. 
         [0032]    The monoclonal antibody of the present invention may be variously used for an immunoassay kit (ELISA, antibody coated tube test, lateral-flow test, potable biosensor), and may be also used for developing a protein chip having various spectrums for detecting an age-related macular degeneration through a development of an antibody exhibiting higher specificity and sensitivity. 
         [0033]    In order to achieve another object of the present invention, there is provided a composition for treating and preventing an age-related macular degeneration, in which the composition includes a protein selected from the group increasing and decreasing an aqueous humor of a patient with an age-related macular degeneration as an effective component. 
         [0034]    The pharmaceutical composition of the present invention may be prepared in a formulation, such as parenteral injections by mixing with a pharmaceutically acceptable carrier, excipient, diluents, and the like according to the method that is known in a pharmaceutical field, and then administered intravenously. A dose of the composition according to the present invention may be properly selected according to an age, sex, conditions, and disease symptom of a patient and the dose may be administered in an amount of 0.001 to 100 mg per a day based on an adult standard. 
     
    
     
       BRIEF DESCRIPTION OF THE DRAWINGS 
         [0035]    The above and other aspects, features and other advantages of the present invention will be more clearly understood from the following detailed description taken in conjunction with the accompanying drawings, in which: 
           [0036]      FIG. 1 . Overall strategy for the experimental procedures. (A) 1 st  stage: Whole-proteome profiling of aqueous humor (AH) samples; (B) 2 nd  stage: Whole-proteome profiling of conditioned medium (CM) from ARPE-19 cells; (C) 3 rd  stage: Whole-proteome profiling of exosomal proteins in AH and CM; (D) 4 th  stage: Liquid chromatography multiple reaction monitoring (LC-MRM); 
           [0037]      FIG. 2 . Venn diagram of the identified whole proteins from the AH of patients (patients 1 and 2) (A); the CM of ARPE-19 cells (control culture and culture exposed to 400 μM paraquat for 24 h) (B); exosomes from the AH of 9 pooled patients and 9 control subjects (C); and exosomes from the CM of ARPE-19 cells (control culture and culture exposed to 400 μM paraquat for 24 h) (D). Western blot analysis of cathepsin D and desmoplakin in the AH of a patient showed increased expression of these proteins compared to a control patient (E). The distribution and classification of proteins from the AH, the CM of ARPE19-cells, exosomes from the AH, and exosomes from the CM of ARPE-19 cells (F-H). The cellular distribution (F), molecular function (G), and biological process (H) profiles of the identified proteins are shown; 
           [0038]      FIG. 3 . Ultra-structural and biochemical characterization of the exosomes isolated from the AH of patients and CM of ARPE-19 cells. (A) A representative negative staining electron micrograph of exosomes released from the AH of patients (left) and the CM of ARPE-19 cells exposed to 400 μM paraquat for 24 h (right) (bar, 100 nm). (B) Western blot analysis of exosomes using antibodies recognizing the known exosomal marker CD63. The same amounts (15 μg) of cell lysates (from the ARPE-19 cells that produced the CM), exosomes from the CM and exosomes from the AH of patients were loaded on the same gel (con: control culture; para: culture exposed to 400 μM paraquat for 24 h). The expression of CD63 was increased in the exosomes from the AH of patients and CM exposed to 400 μM paraquat for 24 h compared to CM from control cultures. Cathepsin D was increased in cell lysates exposed to oxidative stress compared to controls as well as in the exosomes isolated from the AH of patients and in the CM from oxidatively stressed ARPE-19 cells compared to exosomes from control CM. Cathepins D* was found in AH profiling, and CM from ARPE-19 cells. (C) Fluorescent confocal photomicrographs of ARPE-19 cells immunostained for CD63. Compared to controls, ARPE-19 cells exposed to 400 μM paraquat for 24 h showed an increased globular pattern of CD63 staining (scale bar, 10 μm). For nuclear counterstaining, TO-PRO-3 (blue) was used. (D) Western blot analysis for further validation of several exosomal proteins using antibodies against Hsp70, cytokeratin 8, and 26S proteasome non-ATPase subunit 1 (PSMD1) and Tsg101. Hsp70 and cytokeratin 8 were found in AH profiling and CM from ARPE-19 cells. PSMD 1 was found in AH profiling; 
           [0039]      FIG. 4 . (A) LC-MRM analysis of 12 selected proteins in 15 AH sets (C: control, P: patient before treatment with ranibizumab, T: patient one month after treatment with ranibizumab). The relative abundances of the 12 proteins were elevated in the AH samples from patients before and one month after treatment compared to those from the control group as determined by t-test analysis (y-axis: Fold change compared to controls). (B) ROC curves of 12 selected proteins. Randomly chosen transitions from each protein were used in the analyses. The area under the curve (AUC) at a 95% confidence level is shown; and 
           [0040]      FIG. 5  is a diagram illustrating WIF-1 expression (Western blot analysis) of aqueous humor of patients with an age-related macular degeneration, in which a WIF-1 protein expression was investigated before and after treatment with Lucentis, compared to age and sex-matched control subjects. As a result, in total 6 sample sets, it could be confirmed that a WIF-1 protein expression was clearly increased as compared with the control group. 
       
    
    
     DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENT 
       [0041]    Exemplary embodiments of the present invention will now be described in detail with reference to the accompanying drawings. 
         [0042]    Hereinafter, the present invention will be described. 
         [0043]    To uncover novel secretory biomarkers related to the pathogenesis of AMD, we adopted an integrated approach to compare the proteins identified in the whole-proteomic profiling of the aqueous humor (AH) of patients with neovascular AMD, the conditioned medium (CM) of ARPE-19 cells, and the exosomes derived from the AH of patients and CM. 
         [0044]    Label-free, semi-quantitative, LC-ESI-MS/MS-based proteomic profiling was performed on the AH of patients, the CM of ARPE-19 cells, and the exosomes derived from both samples. In addition, liquid chromatography multiple reaction monitoring (LC-MRM) analysis was performed on the AH from patients and control subjects. Our LC-MRM analyses revealed that heat shock protein 70, cytokeratin 8, vitronectin, the 26S proteasome non-ATPase subunit 1, cathepsin D, retinol-binding protein 4 and 5 other proteins were upregulated in the AH of 15 patients, and that the levels of these proteins decreased after the intravitreal injection of ranibizumab. The present study has identified potential biomarkers and therapeutic targets for AMD treatment, such as proteins related to molecular chaperones, the autophago-lysosomal pathway, the proteasome-ubiquitin pathway, and epithelial-mesenchymal transition, and demonstrated a novel and effective approach to identifying AMD-associated proteins that are secreted by RPE cells in vivo in the form of exosomes. 
         [0045]    Hereinafter, the present invention will be described in detail. 
         [0046]    Overall Strategy for Experimental Procedures 
         [0047]    The present studies were carried out in four stages, as depicted in  FIG. 1 . In the first stage, we profiled the changes in the whole proteomes of the AH from two AMD patients and their controls by LC-ESI-MS/MS. We selected proteins that were upregulated in patients compared to controls for further analysis. In stage 2, we profiled the whole secretome, i.e., the CM, from oxidatively stressed ARPE-19 cells and compared these data with those generated in stage 1. In stage 3, we characterized the exosomal proteins in the AH of patients and in the CM of oxidatively stressed ARPE-19 cells. In stage 4, we determined the transitions for LC-MRM runs and performed LC-MRM analysis of the 12 proteins that were found in more than two proteomic profiles. 
         [0048]    Proteomic Profiling of the AH from Two Patients with Neovascular AMD by LC-ESI-MS/MS and Biological Pathway Analysis of the Proteome 
         [0049]    Four AH samples from two AMD patients before and after treatment (intravitreal injection of 0.5 mg ranibizumab) and their matched controls (sample set 1 in Table 1) were analyzed. We identified a total of 323 and 270 proteins in the AH of the two patients ( FIG. 2A  and Supplement Table 1), and 147 and 201 proteins in their respective matched controls. Despite a high degree of individual heterogeneity in AH protein expression (19), 180 proteins were common to both patient samples, and 173 proteins were common to both control samples. Many of the identified proteins have also been found in previous analyses of the AH (15, 19, 49). Albumin was the most abundant protein in the AH (50). The albumin concentration did not differ significantly between patients and controls, in contrast to the case in patients with uveitis, the pathology of which involves the breakdown of the blood-aqueous barrier (51). 
         [0050]    To characterize the changes in the AH proteome associated with neovascular AMD and with its response to ranibizumab treatment, proteins that were upregulated by more than 1.5-fold in patients were analyzed and grouped by functional annotation in PANTHER (http://www.pantherdb.org/). Table 2 lists the identified proteins along with their biological process and putative functions. The expression of proteins involved in stress, oxidative stress, vision, aging, regulation of apoptosis, and cell differentiation was increased in patients and decreased after treatment. A total of 5 proteins were upregulated by more than 1.5-fold in both patients compared to controls (Table 2). The expression of heat shock protein β-1 (Hspβ-1) was upregulated by more than 1.5-fold in patient 1 compared to the controls. The expression of cathepsin D was upregulated in both patients (2.8 and 2.7-fold, respectively) and was decreased after treatment. The increased expression of cathepsin D and desmoplakin in patient 2 was confirmed by Western blot analysis ( FIG. 2E ). 
         [0000]    
       
         
               
             
               
               
               
               
             
               
               
               
               
               
               
               
             
               
               
               
               
               
               
               
               
               
               
             
               
               
               
               
               
               
               
             
           
               
                 TABLE 1 
               
             
             
               
                   
               
               
                 Summary of the demographic characteristics of age-related macular degeneration  
               
               
                 (AMD) patients and control subjects. 
               
             
          
           
               
                   
                 Sample set 1: profiling  
                 Sample set 2: profiling  
                 Sample set 3:  
               
               
                   
                 of total proteomes inAH a   
                 of exosomal proteins in AH 
                 LC-MRM of AH 
               
             
          
           
               
                   
                 AMD b   
                   
                 AMD 
                   
                 AMD 
                   
               
             
          
           
               
                 Property 
                 Before c    
                 After d   
                 Control 
                 Before  
                 After 
                 Control 
                 Before  
                 After 
                 Control 
               
               
                   
               
               
                 No. of AH samples 
                 2 
                 2 
                 2 
                 9 
                 9 
                 9 
                 15 
                 15 
                 15 
               
             
          
           
               
                 Age (mean ± SD, years) 
                 70.5 ± 12.0 
                 72.0 ± 7.1 
                 69.8 ± 6.1 
                 70.6 ± 4.0 
                 70.3 ± 7.9 
                 71.7 ± 6.4 
               
               
                 Sex (men:women) 
                 1:1 
                 1:1 
                 5:4 
                 5:4 
                 7:8 
                 7:8 
               
               
                 Diabes mellitus (No.) 
                 0 
                 0 
                 2 
                 2 
                 3 
                 3 
               
               
                 Hypension (No.) 
                 1 
                 1 
                 5 
                 3 
                 5 
                 9 
               
               
                   
               
               
                   a AH: aqueous humor; 
               
               
                   b AMD: age-related macular degeneration; 
               
               
                   c Before: before treatment with ranibizumab; 
               
               
                   d After: one month after treatment with ranibizumab 
               
             
          
         
       
     
         [0000]    
       
         
               
             
               
               
               
               
             
               
               
               
               
             
           
               
                 TABLE 2 
               
             
             
               
                   
               
               
                 List of proteins that were upregulated by more than 1.5-fold in the AH of 
               
               
                 AMD patients compared to controls. 
               
             
          
           
               
                 Accession# 
                 Protein Name 
                 MW 
                 Patient 
               
               
                   
               
             
          
           
               
                 331999954 
                 keratin, type II cytoskeletal 4 
                 56109.38 
                 Both 
               
               
                 131412228 
                 keratin, type I cytoskeletal 13 isoform b 
                 45808.64 
                 Both 
               
               
                 4503143 
                 cathepsin D preproprotein 
                 44523.66 
                 Both 
               
               
                 4506453 
                 retinol-binding protein 3 precursor 
                 135277.8 
                 Both 
               
               
                 58530840 
                 desmoplakin isoform I 
                 331567.8 
                 Both 
               
               
                 4502027 
                 serum albumin preproprotein 
                 69321.63 
                 1 
               
               
                 195972866 
                 keratin, type I cytoskeletal 10 
                 58765.54 
                 1 
               
               
                 4557871 
                 serotransferrin precursor 
                 76999.66 
                 1 
               
               
                 4502101 
                 annexinA1 
                 38690 
                 1 
               
               
                 5031839 
                 keratin, type II cytoskeletal 6A 
                 60008.32 
                 1 
               
               
                 131412225 
                 keratin, type I cytoskeletal 13 isoform a 
                 49527.42 
                 1 
               
               
                 55956899 
                 keratin, type I cytoskeletal 9 
                 62026.66 
                 1 
               
               
                 12667788 
                 myosin-9 
                 226390.6 
                 1 
               
               
                 119395750 
                 keratin, type II cytoskeletal 1 
                 65998.94 
                 1 
               
               
                 189163542 
                 alpha-1-antitrypsin precursor 
                 46707.09 
                 1 
               
               
                 47132620 
                 keratin, type II cytoskeletal 2 epidermal 
                 65393.19 
                 1 
               
               
                 4504935 
                 keratin, type II cuticular Hb5 
                 55766.54 
                 1 
               
               
                 24430192 
                 keratin, type I cytoskeletal 16 
                 51236.25 
                 1 
               
               
                 169790841 
                 keratin, type II cuticular Hb3 
                 54160.55 
                 1 
               
               
                 4507725 
                 transthyretin precursor 
                 15877.05 
                 1 
               
               
                 14917119 
                 keratin, type I cuticular Ha4 
                 49392.29 
                 1 
               
               
                 16751921 
                 dermcidin preproprotein 
                 11276.83 
                 1 
               
               
                 7706635 
                 cornulin 
                 53501.61 
                 1 
               
               
                 410171504 
                 PREDICTED: homerin 
                 259153.5 
                 1 
               
               
                 4885049 
                 actin, alpha cardiac muscle 1 proprotein 
                 41991.89 
                 1 
               
               
                 4504517 
                 heat shock protein beta-1 
                 22768.49 
                 1 
               
               
                 119395754 
                 keratin, type II cytoskeletal 5 
                 62340.01 
                 1 
               
               
                 316659409 
                 actin, cytoplasmic 2 
                 41765.8 
                 1 
               
               
                 62122917 
                 filaggrin-2 
                 247926.3 
                 1 
               
               
                 427918083 
                 gelsolin isoform e 
                 81433.95 
                 1 
               
               
                 119703753 
                 keratin, type II cytoskeletal 6B 
                 60030.33 
                 1 
               
               
                 4506773 
                 protein S100-A9 
                 13233.5 
                 1 
               
               
                 4503109 
                 cystatin-S precursor 
                 16203.97 
                 1 
               
               
                 4504183 
                 glutathione S-transferase P 
                 23341.02 
                 1 
               
               
                 167857790 
                 alpha-1-acid glycoprotein 1 precursor 
                 23524.81 
                 1 
               
               
                 91823274 
                 ectonucleotide pyrophosphatase/ 
                 105133 
                 1 
               
               
                   
                 phosphodiesterase family member 
                   
                   
               
               
                   
                 2 isoform 1 preproprotein 
                   
                   
               
               
                 206597441 
                 aldehyde dehydrogenase, dimeric 
                 50362.9 
                 2 
               
               
                   
                 NADP-preferring 
                   
                   
               
               
                 319996655 
                 c-myc promoter-binding protein-1  
                 36904.86 
                 2 
               
               
                   
                 isoform MBP-1 
                   
                   
               
               
                 4557287 
                 angiotensinogen preproprotein 
                 53120.61 
                 2 
               
               
                 186910296 
                 haptoglobin isoform 2 preproprotein 
                 38427.33 
                 2 
               
               
                 67190748 
                 complement C4-A isoform 1 preproprotein 
                 192663.6 
                 2 
               
               
                 4557894 
                 lysozyme C precursor 
                 16526.29 
                 2 
               
               
                 262050546 
                 kininogen-1 isoform 3 precursor 
                 43793.63 
                 2 
               
               
                 57863246 
                 terminal uridylyltransferase 4 isoform b 
                 185047.3 
                 2 
               
               
                 21071030 
                 alpha-1B-glycoprotein precursor 
                 54219.66 
                 2 
               
               
                 109148552 
                 keratin, type II cytoskeletal 3 
                 64377.6 
                 2 
               
               
                 115298678 
                 complement C3 precursor 
                 187029.3 
                 2 
               
               
                 388454162 
                 mitogen-activated protein kinase-binding  
                 134225.2 
                 2 
               
               
                   
                 protein 1 isoform c 
                   
                   
               
               
                 37844908 
                 glyceraldehyde-3-phosphate dehydrogenase 
                 31527.96 
                 2 
               
               
                   
                 isoform 2 
                   
                   
               
               
                 28173560 
                 histone H4 
                 11360.38 
                 2 
               
               
                 4557373 
                 biotinidase precursor 
                 61093.34 
                 2 
               
               
                 94538345 
                 keratin, type I cuticular Ha5 
                 50328.61 
                 2 
               
               
                 50659080 
                 alpha-1-antichymotrypsin precursor 
                 47620.63 
                 2 
               
               
                 4504489 
                 histidine-rich glycoprotein precursor 
                 59540.94 
                 2 
               
               
                 89357932 
                 keratin, type II cytoskeletal 78 
                 56830.53 
                 2 
               
               
                 4503009 
                 carboxypeptidase E preproprotein 
                 53117.17 
                 2 
               
               
                 5902010 
                 transcription termination factor,  
                 45749.07 
                 2 
               
               
                   
                 mitochondrial precursor 
                   
                   
               
               
                 4504811 
                 junction plakoglobin 
                 81692.87 
                 2 
               
               
                 86788015 
                 EGF-containing fibulin-like extracellular 
                 54604.29 
                 2 
               
               
                   
                 matrix protein 1 precursor 
                   
                   
               
               
                 4502067 
                 protein AMBP preproprotein 
                 38973.99 
                 2 
               
               
                 67782358 
                 complement factor B preproprotein 
                 85478.58 
                 2 
               
               
                 119392081 
                 complement factor I preproprotein 
                 65676.66 
                 2 
               
               
                 57242755 
                 calsyntenin-1 isoform 2 precursor 
                 108574.1 
                 2 
               
               
                 118442839 
                 complement factor H-related protein  
                 37625.96 
                 2 
               
               
                   
                 1 precursor 
                   
                   
               
               
                 167466233 
                 myosin light chain kinase family member 4 
                 44479.64 
                 2 
               
               
                 16418467 
                 leucine-rich alpha-2-glycoprotein precursor 
                 38154.13 
                 2 
               
               
                 27477127 
                 keratin, type II cuticular Hb2 
                 56616.38 
                 2 
               
               
                 60097902 
                 filaggrin 
                 434921.4 
                 2 
               
               
                 324021745 
                 vitamin D-binding protein isoform 
                 55041.09 
                 2 
               
               
                   
                 3 precursor 
               
               
                   
               
               
                 1α: patient 1 
               
               
                 2β: patient 2 
               
             
          
         
       
     
         [0051]    Proteomic Analyses of the CM from Oxidatively Stressed ARPE-19 Cells 
         [0052]    To determine which proteins of the AH from patients could be secreted from the RPE, we performed a comparative analysis of the proteins that were identified in profiling studies of six AH samples and the secretome analysis of the CM of ARPE-19 cells performed with LC-ESI-MS/MS. 
         [0053]    Paraquat was added to ARPE-19 cells to mimic the heightened oxidative stress of the cellular environment in neovascular AMD. We identified a total of 334 proteins in the CM of ARPE-19 cells ( FIG. 2B  and Supplement Table 3). Table 3 shows the 25 proteins that were upregulated by more than 1.5-fold in the culture exposed to 400 μM paraquat for 24 h compared to the control culture along with their biological functions. Among the 334 secretome proteins that demonstrated altered expression in oxidatively stressed ARPE-19 cells, 65 proteins were found in the AH of one or both patients (Table 4). These proteins include actin, myosin 9, Hspβ-1, cytokeratin 9, and cathepsin D. 
         [0000]    
       
         
               
             
               
               
               
               
             
               
               
               
               
             
           
               
                 TABLE 3 
               
             
             
               
                   
               
               
                 List of the identities and biological functions of proteins that were upregulated  
               
               
                 by more than 1.5-fold in the conditioned medium (CM) of ARPE-19  
               
               
                 cells exposed to oxidative stress (400 μM paraquat for 24 h) compared to control CM. 
               
             
          
           
               
                   
                 Accession # 
                 Protein Name 
                 MW 
               
               
                   
               
             
          
           
               
                 Coagulation and  
                   
                   
                   
               
               
                 complement- 
                   
                   
                   
               
               
                 involved protein 
                   
                   
                   
               
               
                 1 
                 GI 189163542 
                 alpha-1-antitrypsin precursor [Homo sapiens] 
                 46707.09 
               
               
                 2 
                 4502261 
                 antithrombin-III precursor [Homo sapiens] 
                 52568.98 
               
               
                 3 
                 259155306 
                 plasminogen activator inhibitor 1 isoform 2 precursor [Homo sapiens] 
                 43376.22 
               
               
                 4 
                 40317626 
                 thrombospondin-1 precursor [Homo sapiens] 
                 129299.2 
               
               
                 Wound healing 
                   
                   
                   
               
               
                 1 
                 58530842 
                 desmoplakin isoform II [Homo sapiens] 
                 259954.2 
               
               
                 2 
                 189083782 
                 gelsolin isoform c [Homo sapiens] 
                 81890.13 
               
               
                 3 
                 189163542 
                 alpha-1-antitrypsin precursor [Homo sapiens] 
                 46707.09 
               
               
                 4 
                 4502261 
                 antithrombin-III precursor [Homo sapiens] 
                 52568.98 
               
               
                 5 
                 259155306 
                 plasminogen activator inhibitor 1 isoform 2 precursor [Homo sapiens] 
                 43376.22 
               
               
                 6 
                 63252906 
                 tropomyosin alpha-1 chain isoform 7 [Homo sapiens] 
                 32796.73 
               
               
                 regeneration 
                   
                   
                   
               
               
                 1 
                 4501989 
                 alpha-fetoprotein precursor [Homo sapiens] 
                 68633.09 
               
               
                 2 
                 189083782 
                 gelsolin isoform c [Homo sapiens] 
                 81890.13 
               
               
                 3 
                 259155306 
                 plasminogen activator inhibitor 1 isoform 2 precursor [Homo sapiens] 
                 43376.22 
               
               
                 Aging 
                   
                   
                   
               
               
                 1 
                 189083782 
                 gelsolin isoform c [Homo sapiens] 
                 81890.13 
               
               
                 2 
                 205277441 
                 thyroxine-binding globulin precursor [Homo sapiens] 
                 46294.67 
               
               
                 3 
                 259155306 
                 plasminogen activator inhibitor 1 isoform 2 precursor [Homo sapiens] 
                 43376.22 
               
               
                 Cell adhesion 
                   
                   
                   
               
               
                 1 
                 189083782 
                 gelsolin isoform c [Homo sapiens] 
                 81890.13 
               
               
                 2 
                 40317626 
                 thrombospondin-1 precursor [Homo sapiens] 
                 129299.2 
               
               
                 3 
                 63252906 
                 tropomyosin alpha-1 chain isoform 7 [Homo sapiens] 
                 32796.73 
               
               
                 Regulation of 
                   
                   
                   
               
               
                 body fluid levels 
                   
                   
                   
               
               
                 1 
                 189163542 
                 alpha-1-antitrypsin precursor [Homo sapiens] 
                 46707.09 
               
               
                 2 
                 4502261 
                 antithrombin-III precursor [Homo sapiens] 
                 52568.98 
               
               
                 3 
                 259155306 
                 plasminogen activator inhibitor 1 isoform 2 precursor [Homo sapiens] 
                 43376.22 
               
               
                 Protein folding 
                   
                   
                   
               
               
                 1 
                 5453603 
                 T-complex protein 1 subunit beta isoform 1 [Homo sapiens] 
                 57452.26 
               
               
                 2 
                 13325075 
                 sulfhydryl oxidase 1 isoform a [Homo sapiens] 
                 82525.73 
               
               
                 3 
                 56550043 
                 sarcolemmal membrane-associated protein [Homo sapiens] 
                 93145.48 
               
               
                   
               
             
          
         
       
     
         [0000]    
       
         
               
             
               
               
               
               
               
             
               
               
               
               
               
             
           
               
                 TABLE 4 
               
             
             
               
                   
               
               
                 Possible secreted proteins identified in the AH of patients compared to CM 
               
               
                 from oxidatively stressed ARPE-19 cells. 
               
             
          
           
               
                 No. 
                 Accession # 
                 EntrezID 
                 Protein Name 
                 M.W. 
               
               
                   
               
             
          
           
               
                 1 
                 115298678 
                 718 
                 complement C3 precursor [Homo sapiens] 
                 187029.3 
               
               
                 2 
                 4501989 
                 174 
                 alpha-fetoprotein precursor [Homo sapiens] 
                 68633.09 
               
               
                 3 
                 324021745 
                 #N/A 
                 vitamin D-binding protein isoform 3 precursor [Homo sapiens] 
                 55041.09 
               
               
                 4 
                 119703753 
                 3854 
                 keratin, type II cytoskeletal 6B [Homo sapiens] 
                 60030.33 
               
               
                 5 
                 162809334 
                 5858 
                 pregnancy zone protein precursor [Homo sapiens] 
                 163759.1 
               
               
                 6 
                 4502027 
                 213 
                 setum albumin preproprotein [Homo sapiens] 
                 69321.63 
               
               
                 7 
                 122937400 
                 55714 
                 teneurin-3 [Homo sapiens] 
                 300757.7 
               
               
                 8 
                 4502261 
                 462 
                 antithrombin-III precursor [Homo sapiens] 
                 52568.98 
               
               
                 9 
                 189163542 
                 5265 
                 alpha-1-antitrypsin precursor [Homo sapiens] 
                 46707.09 
               
               
                 10 
                 316659409 
                 #N/A 
                 actin, cytoplasmic 2 [Homo sapiens] 
                 41765.8 
               
               
                 11 
                 124256476 
                 1608 
                 diacylglycerol kinase gamma isoform 1 [Homo sapiens] 
                 89065.98 
               
               
                 12 
                 24430192 
                 3868 
                 keratin, type I cytoskeletal 16 [Homo sapiens] 
                 51236.25 
               
               
                 13 
                 4507509 
                 7076 
                 metalloproteinase inhibitor 1 precursor [Homo sapiens] 
                 23155.55 
               
               
                 14 
                 70778918 
                 3698 
                 inter-alpha-trypsin inhibitor heavy chain H2 [Homo sapiens] 
                 106396.8 
               
               
                 15 
                 109148552 
                 3850 
                 keratin, type II cytoskeletal 3 [Homo sapiens] 
                 64377.6 
               
               
                 16 
                 4502101 
                 301 
                 annexin Al [Homo sapiens] 
                 38690 
               
               
                 17 
                 156119625 
                 3697 
                 inter-alpha-trypsin inhibitor heavy chain H1 isoform a [Homo sapiens] 
                 101325.8 
               
               
                 18 
                 291575128 
                 3945 
                 L-lactate dehydrogenase B chain [Homo sapiens] 
                 36615.16 
               
               
                 19 
                 324021738 
                 #N/A 
                 amyloid beta A4 protein isoform h precursor [Homo sapiens] 
                 84986.14 
               
               
                 20 
                 15431310 
                 3861 
                 keratin, type I cytoskeletal 14 [Homo sapiens] 
                 51589.5 
               
               
                 21 
                 4507467 
                 7045 
                 transforming growth factor-beta-induced protein ig-h3 precursor [Homo sapiens] 
                 74634.1 
               
               
                 22 
                 4503471 
                 1915 
                 elongation factor 1-alpha 1 [Homo sapiens] 
                 50109.18 
               
               
                 23 
                 5729877 
                 3312 
                 heat shock cognate 71 kDa protein isoform 1 [Homo sapiens] 
                 70854.35 
               
               
                 24 
                 331999954 
                 #N/A 
                 keratin, type II cytoskeletal 4 [Homo sapiens] 
                 56109.38 
               
               
                 25 
                 156523970 
                 197 
                 alpha-2-HS-glycoprotein [Homo sapiens] 
                 39315.71 
               
               
                 26 
                 119395750 
                 3848 
                 keratin, type II cytoskeletal 1 [Homo sapiens] 
                 65998.94 
               
               
                 27 
                 47132620 
                 3849 
                 keratin, type II cytoskeletal 2 epidermal [Homo sapiens] 
                 65393.19 
               
               
                 28 
                 66932947 
                 2 
                 alpha-2-macroglobulin precursor [Homo sapiens] 
                 163188.3 
               
               
                 29 
                 156627579 
                 7123 
                 tetranectin precursor [Homo sapiens] 
                 22522.28 
               
               
                 30 
                 39725934 
                 5176 
                 pigment epithelium-derived factor precursor [Homo sapiens] 
                 46283.37 
               
               
                 31 
                 11321593 
                 3489 
                 insulin-like growth factor-binding protein 6 precursor [Homo sapiens] 
                 25306.17 
               
               
                 32 
                 4503107 
                 1471 
                 cystatin-C precursor [Homo sapiens] 
                 15789.08 
               
               
                 33 
                 126012571 
                 3339 
                 basement membrane-specific heparan sune proteoglycan core protein  
                 468533.1 
               
               
                   
                   
                   
                 precursor [Homo sapiens] 
                   
               
               
                 34 
                 5031839 
                 3853 
                 keratin, type II cytoskeletal 6A [Homo sapiens] 
                 60008.32 
               
               
                 35 
                 27477127 
                 3888 
                 keratin, type II cuticular Hb2 [Homo sapiens] 
                 56616.38 
               
               
                 36 
                 116488398 
                 3882 
                 keratin, type I cuticular Ha2 [Homo sapiens] 
                 50310.25 
               
               
                 37 
                 4557871 
                 7018 
                 serotransferrin precursor [Homo sapiens] 
                 76999.66 
               
               
                 38 
                 55956899 
                 3857 
                 keratin, type I cytoskeletal 9 [Homo sapiens] 
                 62026.66 
               
               
                 39 
                 4504919 
                 3856 
                 keratin, type II cytoskeletal 8 [Homo sapiens] 
                 53671.19 
               
               
                 40 
                 16507237 
                 3309 
                 78 kDa glucose-regulated protein precursor [Homo sapiens] 
                 72288.52 
               
               
                 41 
                 14917115 
                 3881 
                 keratin, type I cuticular Ha1 [Homo sapiens] 
                 47207.11 
               
               
                 42 
                 5031863 
                 3959 
                 galectin-3-binding protein [Homo sapiens] 
                 65289.4 
               
               
                 43 
                 57242755 
                 22883 
                 calsyntenin-1 isoform 2 [Homo sapiens] 
                 108574.1 
               
               
                 44 
                 110349788 
                 55870 
                 probable histone-lysine N-methyltransferase ASH1L [Homo sapiens] 
                 332W0.7 
               
               
                 45 
                 4504935 
                 3891 
                 keratin, type II cuticular Hb5 [Homo sapiens] 
                 55766.54 
               
               
                 46 
                 195972866 
                 3858 
                 keratin, type I cytoskeletal 10 [Homo sapiens] 
                 58765.54 
               
               
                 47 
                 12667788 
                 4627 
                 myosin-9 [Homo sapiens] 
                 226390.6 
               
               
                 48 
                 119395754 
                 3852 
                 keratin, type II cytoskeletal 5 [Homo sapiens] 
                 62340.01 
               
               
                 49 
                 31657092 
                 154664 
                 ATP-binding cassette sub-family A member 13 [Homo sapiens] 
                 575792.9 
               
               
                 50 
                 16751921 
                 117159 
                 dermcidin preproprotein [Homo sapiens] 
                 11276.83 
               
               
                 51 
                 4557701 
                 3872 
                 keratin, type I cytoskeletal 17 [Homo sapiens] 
                 48076.11 
               
               
                 52 
                 4507511 
                 7077 
                 metalloproteinase inhibitor 2 precursor [Homo sapiens] 
                 24383.13 
               
               
                 53 
                 55925576 
                 3485 
                 insulin-like growth factor-binding protein 2 precursor [Homo sapiens] 
                 35114.41 
               
               
                 54 
                 169790853 
                 3887 
                 keratin, type II cuticular Hb1 [Homo sapiens] 
                 54892.8 
               
               
                 55 
                 5902010 
                 7978 
                 transcription termination factor, mitochondrial precursor [Homo sapiens] 
                 45749.07 
               
               
                 56 
                 94538345 
                 3886 
                 keratin, type I cuticular Ha5 [Homo sapiens] 
                 50328.61 
               
               
                 57 
                 4503635 
                 2147 
                 prothrombin preproprotein [Homo sapiens] 
                 69992.2 
               
               
                 58 
                 61743954 
                 79026 
                 neuroblast differentiation-associated protein AHNAK isoform 1 [Homo sapiens] 
                 628705.2 
               
               
                 59 
                 4503143 
                 1509 
                 cathepsin D preproprotein [Homo sapiens] 
                 44523.66 
               
               
                 60 
                 24430190 
                 3866 
                 keratin, type I cytoskeletal 15 [Homo sapiens] 
                 49167.11 
               
               
                 61 
                 242332527 
                 65250 
                 hypothetical protein LOC65250 [Homo sapiens] 
                 #N/A 
               
               
                 62 
                 320461711 
                 #N/A 
                 peroxiredoxin-1 [Homo sapiens] 
                 22096.28 
               
               
                 63 
                 4557894 
                 4069 
                 lysozyme C precursor [Homo sapiens] 
                 16526.29 
               
               
                 64 
                 50345984 
                 498 
                 ATP synthase subunit alpha, mitochondrial precursor [Homo sapiens] 
                 59713.73 
               
               
                 65 
                 94536793 
                 79739 
                 tubulin polyglutamylase TTLL7 [Homo sapiens] 
                 102933.8 
               
               
                   
               
             
          
         
       
     
         [0054]    The Isolation and Characterization of Exosomes from the AH of Patients and CM from ARPE-19 Cell Culture 
         [0055]    For further verification of the proteins secreted by the RPE of patients and to narrow down the list of proteins that could be most relevant to our study, we analyzed the secretory vesicles in AH and CM. Among the microvesicles that cells secrete to the extracellular spaces, we chose to focus on exosomes because many previous studies have reported their biological importance in body fluids (30, 31, 36, 38). Exosomes have not been found in patients&#39; AH to date. Treatment with 400 μM paraquat for 24 h did not induce cell death or apoptosis in ARPE-19 cells, as determined by FACS analysis, whereas concentrations higher than 500 μM were cytotoxic (data not shown). This result confirms that the harvested exosomes and exosomal release of proteins were not produced as a consequence of cell death. 
         [0056]    The exosome pellets from the AH of patients and CM from ARPE-19 cell culture were obtained with ExoQuick™ Exosome Precipitation Solution according to the manufacturer&#39;s protocol, as described in the Experimental Procedures.TEM revealed that exosomes in the AH of patients and CM from paraquat-treated ARPE-19 cells appeared as homogeneous round-shaped membrane vesicles with diameters of 50-100 nm ( FIG. 3A ). To further characterize the exosomes, we used Western blot analysis to examine whether common exosomal marker proteins were present in the purified exosome pellet. The most widely used markers include tetraspannins (CD9, CD63, CD81, CD82) and Hsp70, and Western blot analysis is widely used for rapid confirmation of exosome presence (38). Equivalent amounts of proteins from the exosomes of AH of patients, exosomes from the CM of ARPE-19 cells, and the total cell lysates of ARPE-19 cells were loaded on the same gel. We detected CD63 in the exosomes from the AH of patients and CM of ARPE-19 cells ( FIG. 3B ). The AH contained a large quantity of exosomes, which was reflected by the marked CD63 content found in this fraction by Western blot analysis. We also noted that the level of cathepsin D was high in exosomes from the AH of patients compared to the exosomes from CM or cell lysates. Increased expression of globular CD63 was also detected in oxidatively stressed ARPE-19 cells compared with control cells ( FIG. 3C ). We noted that the overall amount of exosomes increased in the CM of paraquat-treated ARPE-19 cells compared with the control cells (data not shown). We also examined whether any of the proteins that were found in the AH of patients (supplement Table 1) were present in the exosomes from these samples. We confirmed the expression of Hsp70, cytokeratin 8, and 26S proteasome non-ATPase subunit 1 (PSMD1), along with tumor susceptibility gene 101 (Tsg101), which is a component of ESCRT (endosomal sorting complexes required for transport) in exosomes from CM ( FIG. 3D ). Thus, we hypothesized that the proteins in the AH of patients might be secreted from the RPE via exosomes. We investigated this hypothesis further by performing proteomic profiling of all exosomal proteins of AH and CM. 
         [0057]    Proteomic Profiling and Comparative Proteomic Analysis of Exosomes Derived from the AH of Patients and CM from ARPE-19 Cell Cultures 
         [0058]    To further explore the possibility that some of the proteins in the AH were secreted via exosomes, the exosome proteome obtained from AH patients and CM from ARPE-19 cells were analyzed using a label-free semi-quantitative mass spectrometry system (LC-ESI-MS/MS). In total, we identified 145 and 220 proteins that were detected more than 2 times in triplicate experiments in exosomes from the AH of patients and CM of ARPE-19 cell culture, respectively ( FIGS. 2C and 2D  and supplement Table 4 and 5). These proteins included members of the armexin family (annexin A1, A2, A3, A4, A5), the heat shock protein family (Hsp70, 90 alpha and beta), cytoskeletal proteins (cytokeratin 1, 5, 7, 8, 9, 18, and 19), chaperone proteins, members of the proteasome-ubiquitin pathway, proteases and protease inhibitors, coagulation and complement cascades, proteins involved in transport and metabolism, signaling molecules, and housekeeping proteins (e.g., GAPDH, glyceraldehyde 3-phosphate dehydrogenase). The 25 proteins that are most often identified in exosomes (ExoCarta, exocarta.org) were also found in the exosomes in this study. We also identified several new proteins that had not been previously described in exosomes by examining exosomes from the AH of patients (Supplement Table 6). In addition to cytokeratin 8, cathepsin D, 26S proteasome non-ATPase subunit 1, and Hsp 70, which were found in the exosomes from the AH and/or CM by Western blot analysis ( FIGS. 3B and 3D ), actin (smooth muscle), myosin 9, Hspβ-1, cytokeratin 9, vitronectin, and retinol-binding protein 4 were also found in the exosomes of AH or CM by proteomic analysis. Table 5 shows the exosomal proteins that were upregulated by more than 1.5-fold in the AH of patients or CM from ARPE-19 cells compared to controls. Among the 363 and 145 proteins identified in the AH of patients and exosomes from the AH of patients, respectively, 78 proteins appeared in both samples (Table 6). The molecular function, biological process, cellular component, and pathway annotations of these proteins were classified using PANTHER software. As shown in  FIGS. 2F ,  2 G, and  2 H, the majority of these proteins were involved in metabolic processes, immune system processes, response to stimulus, or developmental processes. The AH proteins were associated with 9 types of activities, mainly binding activity, catalytic activity, enzyme regulator activity, and structural molecular activity. 
         [0000]    
       
         
               
             
               
               
               
               
               
             
               
               
               
               
               
             
           
               
                 TABLE 5 
               
             
             
               
                   
               
               
                 Exosomal proteins identified by LC-ESI-MS/MS analysis increased by more 
               
               
                 than 1.5-fold in the AH of patients compared to the AH of control subjects (Upper part). Exosomal 
               
               
                 proteins identified by LC-ESI-MS/MS analysis increased by more than 1.5-fold in the CM from 
               
               
                 ARPE-19 cell cultures exposed to oxidative stress compared to CM from control cultures (Bottom part). 
               
             
          
           
               
                 No. 
                 Accession # 
                 EntrezID 
                 Protein Name 
                 MW 
               
               
                   
               
             
          
           
               
                 1 
                 27436940 
                 5649 
                 reelin isoform b [Homo sapiens] 
                 387950.7 
               
               
                 2 
                 4504489 
                 3273 
                 histidine-rich glycoprotein precursor [Homo sapiens] 
                 59540.94 
               
               
                 3 
                 56550061 
                 11314 
                 CMRF35-like molecule 8 [Homo sapiens] 
                 33179.89 
               
               
                 4 
                 50659080 
                 12 
                 alpha-1-antichymotrypsin precursor [Homo sapiens] 
                 47620.63 
               
               
                 5 
                 144226251 
                 1116 
                 chitinase-3-like protein 1 precursor [Homo sapiens] 
                 42598.43 
               
               
                 6 
                 11761629 
                 2243 
                 fibrinogen alpha chain isoform alpha preproprotein [Homo sapiens] 
                 69713.77 
               
               
                 7 
                 300388183 
                 #N/A 
                 26S proteasome non-ATPase regulatory subunit 1 isoform 2 [Homo sapiens]  
                 1021929 
               
               
                 8 
                 296080754 
                 2244 
                 fibrinogen beta chain isoform 2 preproprotein [Homo sapiens] 
                 49923.16 
               
               
                 9 
                 47132557 
                 2335 
                 fibronectin isoform 1 preproprotein [Homo sapiens] 
                 272157.3 
               
               
                 10 
                 4507725 
                 7276 
                 transthyretin precursor [Homo sapiens] 
                 15877.05 
               
               
                 11 
                 41393602 
                 716 
                 complement C1s subcomponent precursor [Homo sapiens] 
                 76634.85 
               
               
                 12 
                 145309328 
                 89932 
                 papilin [Homo sapiens] 
                 134753.8 
               
               
                 13 
                 11321593 
                 3489 
                 insulin-like growth factor-binding protein 6 precursor [Homo sapiens] 
                 25306.17 
               
               
                 14 
                 14043022 
                 4141 
                 methionyl-tRNA synthetase, cytoplasmic [Homo sapiens] 
                 101052 
               
               
                 15 
                 34734062 
                 2192 
                 fibula-1 isoform C precursor [Homo sapiens] 
                 7441202 
               
               
                 16 
                 31657092 
                 154664 
                 ATP-binding cassette sub-family A member 13 [Homo sapiens] 
                 575792.9 
               
               
                 17 
                 115647957 
                 64222 
                 totsin-3A precursor [Homo sapiens] 
                 46169.39 
               
               
                 18 
                 70906439 
                 2266 
                 fibrinogen gamma chain isoform gamma-B precursor [Homo sapiens] 
                 51478.88 
               
               
                 19 
                 324021745 
                 #N/A 
                 vitamin D-binding protein isoform 3 precursor [Homo sapiens] 
                 55041.09 
               
               
                 20 
                 66347875 
                 715 
                 complement C1r subcomponent precursor [Homo sapiens] 
                 80147.95 
               
               
                 21 
                 126012571 
                 3339 
                 basement membrane-specific heparan sulfate proteoglycan core protein 
                 468533.1 
               
               
                   
                   
                   
                 precursor [Homo sapiens] 
                   
               
               
                 22 
                 4505881 
                 5340 
                 plasminogen isoform 1 precursor [Homo sapiens] 
                 90510.23 
               
               
                 23 
                 4502027 
                 213 
                 setum albumin preproprotein [Homo sapiens] 
                 69321.63 
               
               
                 24 
                 4505529 
                 5005 
                 alpha-1-acid glycoprotein 2 precursor [Homo sapiens] 
                 23587.64 
               
               
                 25 
                 4557321 
                 335 
                 apolipoprotein A-I preproprotein [Homo sapiens] 
                 30758.94 
               
               
                 26 
                 55743122 
                 5950 
                 retinol-binding protein 4 precursor [Homo sapiens] 
                 22995.26 
               
               
                 27 
                 4557287 
                 183 
                 angiotensinogen preproprotein [Homo sapiens] 
                 53120.61 
               
               
                 28 
                 61743954 
                 79026 
                 neuroblast differentiation-associated protein AHNAK isoform 1 [Homo sapiens] 
                 628705.2 
               
               
                 29 
                 186)10296 
                 3240 
                 haptoglobin isoform 2 preproprotein [Homo sapiens] 
                 38427.33 
               
               
                 30 
                 189181750 
                 5926 
                 transcription factor HIVEP3 isoform b [Homo sapiens] 
                 259173.4 
               
               
                 31 
                 187608545 
                 55165 
                 centrosomal protein of 55 kDa [Homo sapiens] 
                 54115.3 
               
               
                 32 
                 71274148 
                 57480 
                 pleckstrin homology domain-ccntaining family G member 1 [Homo sapiens] 
                 155343 
               
               
                 33 
                 42734397 
                 90025 
                 ubiquitin-conjugating enzyme E2C-binding protein [Homo sapiens] 
                 43628.38 
               
               
                 34 
                 46275837 
                 23019 
                 CCR4-NOT transcription complex subunit 1 isoform b [Homo sapiens] 
                 173679.7 
               
               
                 35 
                 166235903 
                 714 
                 complement C1q subcomponent subunit C precursor [Homo sapiens] 
                 25757.13 
               
               
                 36 
                 57242755 
                 22883 
                 calsyntenin-1 isoform 2 [Homo sapiens] 
                 108574.1 
               
               
                 37 
                 122891870 
                 375056 
                 melanoma inhibitory activity protein 3 precursor [Homo sapiens] 
                 213568.8 
               
               
                 38 
                 19743801 
                 10782 
                 neurotrophin receptor-interacting factor homolog isoform c [Homo sapiens] 
                 74131.09 
               
               
                 39 
                 122937261 
                 114800 
                 coiled-coil domain-containing protein 85A [Homo sapiens] 
                 59938.69 
               
               
                 40 
                 15431310 
                 3861 
                 keratin, type I cytoskeletal 14 [Homo sapiens] 
                 51589.5 
               
               
                 41 
                 67190748 
                 720 
                 complement C4-A preproprotein [Homo sapiens] 
                 192663.6 
               
               
                 42 
                 40806187 
                 170692 
                 A disintegrin and metalloproteinase with thrombospondin motifs 18  
                 135078.6 
               
               
                   
                   
                   
                 preproprotein [Homo sapiens] 
                   
               
               
                 43 
                 16933540 
                 2191 
                 seprase [Homo sapiens] 
                 87656.75 
               
               
                 44 
                 7662424 
                 22869 
                 zinc finger protein 510 [Homo sapiens] 
                 79091.67 
               
               
                 45 
                 225735595 
                 79657 
                 RNA polymerase II-associated protein 3 isoform 3 [Homo sapiens] 
                 57072.68 
               
               
                   
               
             
          
         
       
     
         [0000]    
       
         
               
             
               
               
               
               
               
             
               
               
               
               
               
             
           
               
                 TABLE 6 
               
             
             
               
                   
               
               
                 List of common exosomal proteins identified in both the AH and exosomes isolated from the AH. 
               
             
          
           
               
                 No. 
                 Accession # 
                 EntrezID 
                 Protein Name 
                 MW 
               
               
                   
               
             
          
           
               
                 1 
                 4502027 
                 213 
                 serum albumin preproprotein [Homo sapiens] 
                 69321.63 
               
               
                 2 
                 4557871 
                 7018 
                 serotransferrin precursor [Homo sapiens] 
                 76999.66 
               
               
                 3 
                 119395750 
                 3848 
                 keratin, type II cytoskeletal 1 [Homo sapiens] 
                 65998.94 
               
               
                 4 
                 55956899 
                 3857 
                 keratin, type I cytoskeletal 9 [Homo sapiens] 
                 62026.66 
               
               
                 5 
                 119395754 
                 3852 
                 keratin, type II cytoskeletal 5 [Homo sapiens] 
                 62340.01 
               
               
                 6 
                 15431310 
                 3861 
                 keratin, type I cytoskeletal 14 [Homo sapiens] 
                 51589.5 
               
               
                 7 
                 47132620 
                 3849 
                 keratin, type II cytoskeletal 2 epidermal [Homo sapiens] 
                 65393.19 
               
               
                 8 
                 195972866 
                 3858 
                 keratin, type I cytoskeletal 10 [Homo sapiens] 
                 58765.54 
               
               
                 9 
                 189163542 
                 5265 
                 alpha-1-antitrypsin precursor [Homo sapiens] 
                 46707.09 
               
               
                 10 
                 115298678 
                 718 
                 complement C3 precursor [Homo sapiens] 
                 187029.3 
               
               
                 11 
                 4557485 
                 1356 
                 ceruloplasmin precursor [Homo sapiens] 
                 122127.6 
               
               
                 12 
                 4506453 
                 5949 
                 retinol-binding protein 3 precursor [Homo sapiens] 
                 135277.8 
               
               
                 13 
                 66932947 
                 2 
                 alpha-2-macroglobulin precursor [Homo sapiens] 
                 163188.3 
               
               
                 14 
                 67190748 
                 720 
                 complement C4-A preprcprotein [Homo sapiens] 
                 192663.6 
               
               
                 15 
                 24430192 
                 3868 
                 keratin, type I cytoskeletal 16 [Homo sapiens] 
                 51236.25 
               
               
                 16 
                 39725934 
                 5176 
                 pigment epithelium-derived factor precursor [Homo sapiens] 
                 46283.37 
               
               
                 17 
                 189083782 
                 2934 
                 gelsolin isoform c [Homo sapiens] 
                 81890.13 
               
               
                 18 
                 11321561 
                 3263 
                 hemopexin precursor [Homo sapiens] 
                 51643.32 
               
               
                 19 
                 4557325 
                 348 
                 apolipoprotein E precursor [Homo sapiens] 
                 36131.79 
               
               
                 20 
                 4557701 
                 3872 
                 keratin, type I cytoskeletal 17 [Homo sapiens] 
                 48076.11 
               
               
                 21 
                 4557321 
                 335 
                 apolipoprotein A-I preproprotein [Homo sapiens] 
                 30758.94 
               
               
                 22 
                 67782358 
                 629 
                 complement factor B preproprotein [Homo sapiens] 
                 85478.58 
               
               
                 23 
                 71773110 
                 337 
                 apolipoprotein A-IV precursor [Homo sapiens] 
                 45344.51 
               
               
                 24 
                 167857790 
                 5004 
                 alpha-1-acid glycoprotein 1 precursor [Homo sapiens] 
                 23524.81 
               
               
                 25 
                 57864582 
                 388697 
                 homerin [Homo sapiens] 
                 282225.7 
               
               
                 26 
                 4507725 
                 7276 
                 transthyretin precursor [Homo sapiens] 
                 15877.05 
               
               
                 27 
                 4503143 
                 1509 
                 cathepsin D preproprotein [Homo sapiens] 
                 44523.66 
               
               
                 28 
                 4502261 
                 462 
                 antithrombin-III precursor [Homo sapiens] 
                 52568.98 
               
               
                 29 
                 4505881 
                 5340 
                 plasminogen isoform 1 precursor [Homo sapiens] 
                 90510.23 
               
               
                 30 
                 86788132 
                 2202 
                 EGF-containing fibulin-like extracellular matrix protein 1  
                 54604.29 
               
               
                   
                   
                   
                 precursor [Homo sapiens] 
                   
               
               
                 31 
                 6006001 
                 2878 
                 glutathione peroxidase 3 precursor [Homo sapiens] 
                 25385.96 
               
               
                 32 
                 50659080 
                 12 
                 alpha-1-antichymotrypsin precursor [Homo sapiens] 
                 47620.63 
               
               
                 33 
                 66346689 
                 27122 
                 dickkopf-related protein 3 precursor [Homo sapiens] 
                 38365.15 
               
               
                 34 
                 73858570 
                 710 
                 plasma protease C1 inhibitor precursor [Homo sapiens] 
                 55119.49 
               
               
                 35 
                 4826762 
                 3240 
                 haptoglobin isoform 1 preproprotein [Homo sapiens] 
                 45176.59 
               
               
                 36 
                 262050546 
                 3827 
                 kininogen-1 isoform 3 [Homo sapiens] 
                 43793.63 
               
               
                 37 
                 4557287 
                 183 
                 angiotensinogen preproprotein [Homo sapiens] 
                 53120.61 
               
               
                 38 
                 153266841 
                 350 
                 beta-2-glycoprotein 1 precursor [Homo sapiens] 
                 38272.67 
               
               
                 39 
                 156523970 
                 197 
                 alpha-2-HS-glycoprotein [Homo sapiens] 
                 39315.71 
               
               
                 40 
                 4505529 
                 5005 
                 alpha-1-acid glycoprotein 2 precursor [Homo sapiens] 
                 23587.64 
               
               
                 41 
                 61743954 
                 79026 
                 neuroblast differentiation-associated protein AHNAK isoform 1 
                 628705.2 
               
               
                   
                   
                   
                 [Homo sapiens] 
                   
               
               
                 42 
                 7657419 
                 26254 
                 opticin precursor [Homo sapiens] 
                 37237.39 
               
               
                 43 
                 32171249 
                 5730 
                 prostaglandin-H2D-isomerase [Homo sapiens] 
                 21015.35 
               
               
                 44 
                 34734068 
                 2192 
                 fibulin-1 isoform A precursor [Homo sapiens] 
                 61538.3 
               
               
                 45 
                 4503635 
                 2147 
                 prothrombin preproprotein [Homo sapiens] 
                 69992.2 
               
               
                 46 
                 88853069 
                 7448 
                 vitronectin precursor [Homo sapiens] 
                 54271.23 
               
               
                 47 
                 55743122 
                 5950 
                 retinol-binding protein 4 precursor [Homo sapiens] 
                 22995.26 
               
               
                 48 
                 118442839 
                 3078 
                 complement factor H-related protein 1 precursor [Homo sapiens] 
                 37625.96 
               
               
                 49 
                 4504489 
                 3273 
                 histidine-rich glycoprotein precursor [Homo sapiens] 
                 59540.94 
               
               
                 50 
                 144226251 
                 1116 
                 chitinase-3-like protein 1 precursor [Homo sapiens] 
                 42598.43 
               
               
                 51 
                 11321593 
                 3489 
                 insulin-like growth factor-binding protein 6 precursor [Homo sapiens] 
                 25306.17 
               
               
                 52 
                 5802984 
                 11041 
                 N-acetyllactosaminide beta-1,3-N-acetylglucosaminyltransferase [Homo sapiens] 
                 47088.94 
               
               
                 53 
                 262050538 
                 3700 
                 inter-alpha-trypsin inhibitor heavy chain H4 isoform 2 precursor [Homo sapiens] 
                 99795.37 
               
               
                 54 
                 4502147 
                 334 
                 amyloid-like protein 2 isoform 1 [Homo sapiens] 
                 86900.28 
               
               
                 55 
                 5031863 
                 3959 
                 galectin-3-binding protein [Homo sapiens] 
                 65289.4 
               
               
                 56 
                 111125011 
                 11197 
                 wnt inhibitory factor 1 precursor [Homo sapiens] 
                 41499.8 
               
               
                 57 
                 126012571 
                 3339 
                 basement membrane-specific heparan sulfate proteoglycan core protein  
                 468533.1 
               
               
                   
                   
                   
                 precursor [Homo sapiens] 
                   
               
               
                 58 
                 4557733 
                 4053 
                 latent-transforming growth factor beta-binding protein 2 precursor  
                 194922.3 
               
               
                   
                   
                   
                 [Homo sapiens] 
                   
               
               
                 59 
                 214010185 
                 334 
                 amyloid-like protein 2 isoform 4 [Homo sapiens] 
                 59114.2 
               
               
                 60 
                 62739186 
                 3075 
                 complement factor H isoform a precursor [Homo sapiens] 
                 138978.4 
               
               
                 61 
                 31657092 
                 154664 
                 ATP-binding cassette sub-family A member 13 [Homo sapiens] 
                 575792.9 
               
               
                 62 
                 11386161 
                 1298 
                 collagen alpha-2(IX) chain precursor [Homo sapiens] 
                 65090.96 
               
               
                 63 
                 14589893 
                 1002 
                 cadherin4 preproprotein [Homo sapiens] 
                 100217.9 
               
               
                 64 
                 256818774 
                 55779 
                 WD repeat-containing protein 52 isoform 1 [Homo sapiens] 
                 213729.9 
               
               
                 65 
                 7662424 
                 22869 
                 zinc finger protein 510 [Homo sapiens] 
                 79091.67 
               
               
                 66 
                 154146262 
                 8857 
                 IgGFc-bincling protein precursor [Homo sapiens] 
                 571640.9 
               
               
                 67 
                 27436940 
                 5649 
                 reelin isoform b [Homo sapiens] 
                 387950.7 
               
               
                 68 
                 281485550 
                 2200 
                 fibrillin-1 precursor [Homo sapiens] 
                 312082 
               
               
                 69 
                 4557779 
                 4653 
                 myocilin precursor [Homo sapiens] 
                 56936.61 
               
               
                 70 
                 260064050 
                 5345 
                 alpha-2-antiplasmin isoform b precursor [Homo sapiens] 
                 47876.72 
               
               
                 71 
                 190341024 
                 8404 
                 SPARC-like protein 1 precursor [Homo sapiens] 
                 75161.32 
               
               
                 72 
                 4507467 
                 7045 
                 transforming growth factor-beta-induced protein ig-h3 precursor [Homo sapiens] 
                 74634.1 
               
               
                 73 
                 4504165 
                 2934 
                 gelsolin isoform a precursor [Homo sapiens] 
                 85644.25 
               
               
                 74 
                 34734066 
                 2192 
                 fibula-1 isoform D precursor [Homo sapiens] 
                 77190A6 
               
               
                 75 
                 42734397 
                 90025 
                 ubiquitin conjugating enzyme E2C-binding protein [Homo sapiens] 
                 43628.38 
               
               
                 76 
                 209862791 
                 7643 
                 zinc finger protein 90 [Homo sapiens] 
                 6901277 
               
               
                 77 
                 74271828 
                 80298 
                 mTERF domain-containing protein 3, mitochondrial precursor [Homo sapiens] 
                 44385.62 
               
               
                 78 
                 112799847 
                 6262 
                 ryanodine receptor 2 [Homo sapiens] 
                 564205.3 
               
               
                   
               
             
          
         
       
     
         [0059]    Generation of the Target Proteins for LC-MRM 
         [0060]    In the whole-proteome profiling of the AH of two patients, candidate proteins were identified by comparison with data from the AH of controls (Table 2 and Supplement Table 1). A total of 413 identified proteins were searched against previously published studies of proteins or genes identified in AH, RPE cell culture media, or proteins found in donor eyes with AMD (11, 52-54) to determine their relevance to AMD or AMD-related conditions such as oxidative stress. Target proteins for LC-MRM were selected based on two criteria: 1) the protein must be present in the AH profile and in one of the following three profiles: CM from ARPE-19 cell culture, exosomes from AH, or exosomes from CM (Table 7); and 2) the peptides of a target protein must be frequently observed in MS scans because these proteins are easily observed in LC-MRM assays. Based on these criteria, 12 candidate proteins considered to be originated from the RPE of patients and present in the AH of patients with neovascular AMD were selected and used in a quantitative LC-MRM assay to measure the levels of these proteins in the AH samples from AMD patients. The selected proteins were desmoplakin; actin (aortic smooth muscle); myosin 9; Hsp70; Hspβ-1; cytokeratins 8, 9, and 14; vitronectin; 26S proteasome non-ATPase subunit 1 (PSMD1); cathepsin D; and retinol-binding protein 4. 
         [0000]    
       
         
               
             
               
               
               
               
               
             
           
               
                 TABLE 7 
               
             
             
               
                   
               
               
                 The selection of 12 target proteins which are common to the investigated 
               
               
                 sample sets for LC-MRM. 
               
             
          
           
               
                   
                 AH  
                 Exosomes  
                 CM from  
                 Exosomes from  
               
               
                   
                 profiling 
                 from AH 
                 ARPE-19 cells 
                 CM of ARP-19 cells 
               
               
                   
               
               
                 desmoplakin 
                 ○ 
                   
                 ○ 
                   
               
               
                 actin 
                 ○ 
                   
                 ○ 
                 ○ 
               
               
                 myosin 9 
                 ○ 
                   
                 ○ 
                 ○ 
               
               
                 Hsp70 
                 ○ 
                   
                 ○ 
                 ○ 
               
               
                 Hspβ-1 
                 ○ 
                   
                 ○ 
                 ○ 
               
               
                 cytokeratin 8 
                 ○ 
                   
                 ○ 
                 ○ 
               
               
                 cytokeratin 9 
                 ○ 
                   
                 ○ 
                 ○ 
               
               
                 cytokeratin 14 
                 ○ 
                   
                 ○ 
                   
               
               
                 vitronectin 
                 ○ 
                   
                 ○ 
                 ○ 
               
               
                 26S proteasome  
                 ○ 
                   
                 ○ 
                   
               
               
                 non-ATPase  
                   
                   
                   
                   
               
               
                 subunit 1 
                   
                   
                   
                   
               
               
                 cathepsin D 
                 ○ 
                   
                 ○ 
                 ○ 
               
               
                 retinol-binding  
                 ○ 
                   
                 ○ 
                 ○ 
               
               
                 protein-4 
               
               
                   
               
             
          
         
       
     
         [0061]    LC-MRM of 15 Sets of AH Samples from Patients and their Age- and Sex-Matched Controls 
         [0062]    A total of 12 candidate proteins were subjected to LC-MRM assays. It is critical to select unique tryptic peptides for target proteins with good MS signals. We used MRMPilot software (ABSCIEX, Foster City, Calif.) to select multiple tryptic peptides for the given target proteins. 
         [0063]    The MRM transitions were optimized for 34 peptides of 12 proteins, as shown in Table 8. The selected peptides were examined by LC-MRM experiments using a QTRAP 5500 triple quadrupole/linear ion trap mass spectrometer. The expression levels of all 12 proteins were elevated in the AH of patients compared to their matched controls ( FIG. 4A ). Among them, actin (aortic smooth muscle); myosin 9; Hspβ-1; cytokeratins 8, 9, and 14; vitronectin; 26S proteasome non-ATPase subunit 1 (PSMD1); cathepsin D; and retinol-binding protein 4 were upregulated by more than 2-fold compared with the control groups in at least one transition, as determined by t-test analysis. Further evaluation of these proteins as biomarkers was conducted using receiver operating characteristic (ROC) curve analysis, which is widely used in case-control studies. We randomly selected one transition from each of the 12 proteins and performed ROC analysis using all triplicate intensities. The ROC curves show that these proteins can be used to discriminate AMD patients from control subjects. The most notable indicator protein is cathepsin D, with an AUC of 0.668 ( FIG. 4B ). 
         [0064]    In addition to validating the utility of potential biomarkers, including their statistical significance, we sought to determine whether the differential expression of some of these proteins might be associated with responsiveness to ranibizumab for the treatment of AMD. To date, several pharmacogenetic studies of anti-VEGF therapy for neovascular AMD have been published. (2, 55, 56). However, there have been no reports of changes in the secretory proteins in the AH of AMD patients associated with response to anti-VEGF treatment. Although neovascularization (CNV) is known to be triggered by VEGF release, the debate over the precise role of anti-VEGF treatment in neovascular AMD is ongoing (57, 58). Furthermore, despite the undeniable success of anti-VEGF treatment in improving or preserving vision in neovascular AMD patients, its effects seem to be derived mainly from a decrease of sub- and intraretinal edema rather than the regression of CNV itself (59, 60). To identify which secreted proteins were potentially involved in the cellular functions, and thus the development of the anti-VEGF treatment-responsive phenotype, we evaluated central macular thickness (CMT), which reflects sub- and intraretinal edema, using optical coherence tomography (OCT) both before and after treatment and performed statistical analyses to identify correlations between the levels of specific proteins and CMT. Among the 12 proteins analyzed, cytokeratin 8 and Hspβ-1 expression were most closely correlated with better response to treatment, as manifested by a greater decrease in CMT, as measured by OCT, with treatment (Spearman correlation: coefficient 0.56, p-value 0.03 for cytokeratin 8 and coefficient 0.53, p-value 0.04 for Hsp β-1, respectively). Multivariate regression analysis showed that cytokeratin 8 is associated with a greater reduction in CMT (estimate 7.80, error 4.72, p&lt;0.05), underlining the potential utility of this protein in predicting treatment response. 
         [0000]    
       
         
               
               
               
               
               
               
               
               
               
             
           
               
                 TABLE 8 
               
               
                   
               
               
                   
                   
                   
                   
                 Frag- 
                   
                   
                   
                   
               
               
                   
                 Acces- 
                 Protein  
                 Peptide  
                 ment 
                   
                   
                   
                   
               
               
                 No. 
                 sion # 
                 Name 
                 sequence 
                 ion 
                 Q1 
                 Q3 
                 Dwell 
                 CE 
               
               
                   
               
             
             
               
                  1 
                 58530840 
                 Desmoplakin 
                 VQYDLQK 
                 2/y5 
                 447.24 
                 666.35 
                 50 
                 25 
               
               
                   
                   
                 isoform I 
                   
                   
                   
                   
                   
                   
               
               
                   
               
               
                  2 
                 4503143 
                 Cathepsin D 
                 FTSIR 
                 2/y3 
                 312.18 
                 375.24 
                 50 
                 19 
               
               
                   
                   
                   
                 FTSIR 
                 2/y4 
                 312.18 
                 476.28 
                 50 
                 19 
               
               
                   
               
               
                  3 
                 88853069 
                 Vitronectin 
                 AVRPGYPK 
                 2/y6 
                 444.26 
                 717.4 
                 50 
                 25 
               
               
                   
                   
                 precursor 
                 DSWEDIFELLFWGR 
                 3/y6 
                 604.96 
                 791.46 
                 50 
                 34 
               
               
                   
                   
                   
                 NGSLFAFR 
                 2/b7 
                 456.24 
                 737.36 
                 50 
                 25 
               
               
                   
               
               
                  4 
                 4504919 
                 Keratin 8 
                 FLEQQNK 
                 2/y4 
                 453.74 
                 517.27 
                 50 
                 25 
               
               
                   
                   
                   
                 FLEQQNK 
                 2/b5 
                 453.74 
                 646.32 
                 50 
                 25 
               
               
                   
                   
                   
                 WSLLQQQK 
                 2/y5 
                 515.79 
                 644.37 
                 50 
                 28 
               
               
                   
               
               
                  5 
                 55956899 
                 Keratin 9 
                 FSSSSGYGGGSSR 
                 2/y10 
                 618.27 
                 914.4 
                 50 
                 32 
               
               
                   
                   
                   
                 FSSSSGYGGGSSR 
                 2/y8 
                 618.27 
                 740.33 
                 50 
                 32 
               
               
                   
                   
                   
                 FSSSSGYGGGSSR 
                 2/y9 
                 618.27 
                 827.36 
                 50 
                 32 
               
               
                   
                   
                   
                 IQDWYDK 
                 2/y4 
                 484.23 
                 611.28 
                 50 
                 26 
               
               
                   
                   
                   
                 IQDWYDK 
                 2/y5 
                 484.23 
                 726.31 
                 50 
                 26 
               
               
                   
                   
                   
                 IQDWYDK 
                 2/y6 
                 484.23 
                 854.37 
                 50 
                 26 
               
               
                   
                   
                   
                 SGGGGGGGLGSGGSIR 
                 2/y10 
                 616.8 
                 860.46 
                 50 
                 32 
               
               
                   
                   
                   
                 SGGGGGGGLGSGGSIR 
                 2/y11 
                 616.8 
                 917.48 
                 50 
                 32 
               
               
                   
                   
                   
                 SGGGGGGGLGSGGSIR 
                 2/y8 
                 616.8 
                 746.42 
                 50 
                 32 
               
               
                   
                   
                   
                 SGGGGGGGLGSGGSIR 
                 2/y9 
                 616.8 
                 803.44 
                 50 
                 32 
               
               
                   
               
               
                  6 
                 15431310 
                 Keratin 14 
                 LAADDFR 
                 2/y4 
                 404.2 
                 552.24 
                 50 
                 23 
               
               
                   
                   
                   
                 LAADDFR 
                 2/y5 
                 404.2 
                 623.28 
                 50 
                 23 
               
               
                   
                   
                   
                 YETELNLR 
                 2/y7 
                 519.27 
                 874.46 
                 50 
                 28 
               
               
                   
                   
                   
                 VLDELTLAR 
                 2/y5 
                 515.3 
                 573.37 
                 50 
                 28 
               
               
                   
                   
                   
                 VLDELTLAR 
                 2/y6 
                 515.3 
                 702.41 
                 50 
                 28 
               
               
                   
                   
                   
                 VLDELTLAR 
                 2/y7 
                 515.3 
                 817.44 
                 50 
                 28 
               
               
                   
               
               
                  7 
                 25777600 
                 26S proteasome  
                 EPEPNFQLLDNPAR 
                 2/y10 
                 820.41 
                 1187.62 
                 50 
                 41 
               
               
                   
                   
                 non-ATPase 
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 regulatory 
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 subunit isoform1 
                   
                   
                   
                   
                   
                   
               
               
                   
               
               
                  8 
                 213688375 
                 Actin, aortic 
                 VAPEEHPTLLT 
                 4/y5 
                 489.77 
                 568.35 
                 50 
                 27 
               
               
                   
                   
                 smooth musle 
                 EAPLNPK 
                   
                   
                   
                   
                   
               
               
                   
               
               
                  9 
                 12667788 
                 Myosin-9 
                 YEILTPNSIPK 
                 2/y6 
                 637.85 
                 655.38 
                 50 
                 33 
               
               
                   
               
               
                 10 
                 194248072 
                 Heat shock 
                 DAGVIAGLNVLR 
                 2/y7 
                 599.35 
                 742.46 
                 50 
                 31 
               
               
                   
                   
                 70kDa 
                   
                   
                   
                   
                   
                   
               
               
                   
                   
                 protein 1A/1B 
                   
                   
                   
                   
                   
                   
               
               
                   
               
               
                 11 
                 4504517 
                 Heat shock 
                 AQLGGPEAAK 
                 3/y5 
                 314.51 
                 515.28 
                 50 
                 20 
               
               
                   
                   
                 protein BETA-1 
                   
                   
                   
                   
                   
                   
               
               
                   
               
               
                 12 
                 55743122 
                 Retinol-binding  
                 VSSFR 
                 2/y3 
                 298.16 
                 409.22 
                 50 
                 18 
               
               
                   
                   
                 protein 4 
                 VSSFR 
                 2/y4 
                 298.16 
                 496.25 
                 50 
                 18 
               
               
                   
                   
                   
                 DPNGLPPEAQK 
                 2/y6 
                 583.3 
                 669.36 
                 50 
                 31 
               
               
                   
               
               
                 Table 8. LC-MRM transition chart for the identification of putative protein biomarkers. 
               
               
                 Exemplary embodiments of the present invention will now be described in detail with reference to the accompanying drawings. 
               
             
          
         
       
     
       Example 1 
     Subjects and AH Sample Collection 
       [0065]    AH samples were collected at the Department of Ophthalmology, Konkuk University Medical Center, and Seoul, Korea. From Sep. 1, 2011 to Oct. 31, 2012, a total of 26 patients with untreated neovascular AMD and 26 age- and sex-matched patients undergoing cataract surgery (controls) were enrolled in this study. The 26 sets of samples analyzed consisted of samples from controls, samples from patients before treatment (intravitreal injection of ranibizumab), and samples taken from patients at 1 month after the first treatment, for a total of 78 AH samples. The 26 patients were all treatment-naïve; i.e., they had not received any kind of treatment for neovascular AMD prior to their inclusion in the study. Patients with other ophthalmic diseases (e.g., glaucoma, uveitis, or progressive retinal disease), uncontrolled systemic diseases (e.g., uncontrolled diabetes mellitus or arthritis), or who had undergone laser or intraocular surgery were excluded. The control subjects underwent routine senile cataract surgery for visual rehabilitation. AH samples from patients undergoing cataract surgery were used as a control rather than samples from normal eyes for ethical reasons. We matched the ages of the patients (±5 years) with those of the control subjects, and the extent of the cataracts in each individual corresponded to the patient&#39;s age. The control subjects did not have any eye disease other than cataracts. The clinical data from the patients and controls are summarized in Table 1. Control samples were obtained immediately before cataract surgery. Samples from neovascular AMD patients were obtained before performing the first intravitreal injection of 0.5 mg ranibizumab and 1 month after the injection (before performing the second intravitreal injection of 0.5 mg ranibizumab). Two sets of samples (6 samples) were used for the whole-protein profiling by LC-ESI-MS/MS analysis (sample set 1 in Table 1). Nine sets of samples (27 samples) were used for the preparation of exosomes from AH, and the subsequent whole-protein profiling was performed by LC-ESI-MS/MS analysis (sample set 2 in Table 1). Because the amount of exosomes per AH sample was small, rather than profiling of each set of samples individually, we performed proteomic profiling of 9 pooled samples each for the controls and for the AMD patients both before and after treatment. Finally, 15 sets of samples (45 samples) were analyzed by LC-MRM (sample set 3 in Table 1), and data were acquired for 15 sets. 
         [0066]    For the electron microscopic examination and Western blot analysis of exosomes from AH, 110 AH samples were collected from patients who had neovascular AMD but did not meet the criteria for the experiments described above. These samples were also collected prior to intravitreal anti-VEGF injection. However, these 110 patients had already received some type of treatments for their disease, such as intravitreal injection of ranibizumab or bevacizumab; some patients had other ocular or uncontrolled systemic diseases such as glaucoma or uncontrolled diabetes; and some patients had previously received laser treatments or other intraocular surgeries. The patients ranged in age from 52 to 92 years (average, 71.8±10.3 yrs) and included 62 men and 48 women. 
         [0067]    All sample collections and intravitreal injections were performed using standard sterile procedures, and AH samples were obtained by anterior chamber paracentesis using a 30-gauge needle. All surgical procedures were performed by the two retinal surgeons, and no complications were encountered after paracentesis of the anterior chamber. Samples of the AH (100-150 μl) in safe-lock microcentrifuge tubes (1.5 ml) were immediately frozen at −80° C. and stored until analysis. The study followed the guidelines of the Declaration of Helsinki, and informed written consent was obtained from all patients and control subjects. The procedure for AH collection was approved by the Institutional Review Board of Konkuk University Medical Center, Seoul, Korea. 
       Example 2 
     ARPE-19 Cell Cultures and the Secretome of the Cell Culture Supernatant (CM) 
       [0068]    Human retinal pigment epithelial ARPE-19 cells were cultured in DMEM/F-12 supplemented with 10% FBS and 1% antibiotics. Approximately 5×10 6  cells were plated in each 100-mm culture dish and maintained at 37° C. in a 5% CO 2  incubator to allow proliferation. When cell confluence reached ˜90%, the cells were washed three times in PBS and then treated with 400 μM paraquat (Sigma) at 37° C. for 24 h under serum-free conditions. 
         [0069]    At the same time, total cell lysates were prepared from the cells that produced the CM; these lysates were used later in parallel with exosomes for Western blot analyses. A total of 100 ml of cell culture supernatant (CM) was collected and centrifuged at 480×g for 10 min and then at 1,900×g for 10 min to remove dead cells and cell debris. The CM was concentrated to ˜1 ml using an Amicon® Ultracel-10 K molecular weight cut off centrifugal filter device (Millipore) for secretome analysis by LC-ESI-MS/MS. 
       Example 3 
     The Isolation and Morphologic and Biochemical Characterization of Exosomes from the AH of Patients and CM from ARPE-19 Cell Culture 
       [0070]    Exosomes were isolated from the AH of patients and the CM from ARPE-19 cell culture using ExoQuick™ Exosome Precipitation Solution (System Bioscience, SBI) according to the manufacturer&#39;s protocol. Briefly, after centrifuging at 3000×g for 15 min to remove cells and cell debris, ExoQuick™ reagent wasa dded to the supernatant and mixed well. Then, the mixture was stored overnight at 4° C. Subsequently, the ExoQuick/sample mixture was centrifuged at 1500×g for 30 min. After centrifugation, the exosomes appeared as a faint yellow-white pellet at the bottom of the vessel. The supernatant was aspirated, and all traces of fluid were removed after the residual ExoQuick™ solution was spun down by centrifugation at 1500×g for 5 min. The exosome pellet was resuspended and subsequently used for transmission electron microscopy (TEM), Western blot analysis, and LC-ESI-MS/MS. 
         [0071]    For TEM, exosomes were directly adsorbed onto Formvar-carbon-coated 400 mesh copper EM grids (PELCO®, TEDPELLA Inc.) and dried for 20 min at RT. The specimens were negatively stained with freshly prepared 2.0% aqueous uranylacetate (Fluka), dried, and then photographed using a JEM-1100 transmission electron microscope at an acceleration voltage of 80 kV (JEOL, Japan). Exosomes were defined as relatively homogeneously sized (approximately 50-150 nm in diameter) round membranous vesicles (48) (Thery, C., Amigorena, S., Raposo, G., and Clayton, A. (2006) Isolation and characterization of exosomes from cell culture supernatants and biological fluids. Current protocols in cell biology Chapter 3, 3.22.1-3.22.29). 
         [0072]    For Western blot analysis, exosome pellets from the AH of patients and from the CM were resuspended in PBS containing protease inhibitor cocktail (Roche). The protein concentration of the suspension was determined by a modified Bradford Assay (Bio-Rad Laboratories). Cell lysates and exosome sample preparations containing 15 μg protein were loaded per well. The membrane was blocked with 5% nonfat dried milk for 1 h and incubated overnight at 4° C. with the following antibodies: anti-CD63 (Santa Cruz), anti-cathepsin D (Santa Cruz), anti-Hsp70 (BD Sciences), anti-cytokeratin 8 (Abcam), anti-26S proteasome non-ATPase subunit 1 (PSMD1) (LSBio), or anti-Tsg101 (Abcam). Horseradish peroxidase-conjugated goat anti-rabbit or anti-mouse IgG (Cell Signaling) secondary antibodies were used. A chemiluminescence substrate (ECL Prime, Amersham) was used to visualize the immunoreactive proteins. 
         [0073]    For immunocytochemistry, ARPE-19 cells were fixed with 4% paraformaldehyde for 1 h at room temperature and then permeabilized with 0.2% Triton X-100 for 10 min. After blocking with 2% bovine serum albumin, the fixed cells were incubated overnight at 4° C. with anti-CD63 (1/1000) antibody. The cultures were then treated with a fluorescence-conjugated secondary antibody (Alexa Fluor 555 anti-rabbit IgG; 1:1000; Invitrogen) for 2 h at room temperature. For negative controls, cultures were treated with the secondary antibody only. The mounted slides were observed under a confocal microscope (FV-1000 Spectral, Olympus) at an excitation wavelength of 568 nm (×800) 
       Example 4 
     LC-ESI-MS/MS Analysis, Database Searching, and Validation 
       [0074]    Trypsin-digested peptides were loaded onto a fused silica microcapillary column (12 cm×75 μm) packed with C18 resin (5 μm, 200 Å). LC separation was conducted under a linear gradient from 3-40% solvent B (0.1% formic acid in 100% ACN) with a flow rate of 250 nl/min for 60 min. The column was directly connected to an LTQ linear ion-trap mass spectrometer (Finnigan, Calif.) equipped with a nano-electrospray ion source. The electrospray voltage was 0.95 kV, and the threshold for switching from MS to MS/MS was 500. The normalized collision energy for MS/MS was 35% of the main radio frequency amplitude (RF), and the duration of activation was 30 ms. The spectra were acquired in data-dependent scan mode. Each full MS scan was followed by MS/MS scans of the five most intense peaks. The repeat peak count for dynamic exclusion was 1, and the repeat duration was 30 s. The dynamic exclusion duration was 180 s, and the width of exclusion mass was ±1.5 Da. The list size of dynamic exclusion was 50. We analyzed the 6 AH samples in triplicate and selected proteins that were identified in at least two replicate analyses for further study (LC-MRM). 
         [0075]    The LC-ESI-MS/MS spectra were analyzed using the BioWorksBrowser™ (version Rev.3.3.1 SP1, Thermo Fisher Scientific Inc., CA) with the SEQUEST search engine, which searches the National Center for Biotechnology Information (http://www.ncbi.nlm.nih.gov/) non-redundant human protein database. The search conditions were as follows: trypsin enzyme specificity, no more than two missed cleavages, peptide tolerance of ±2 amu, a mass error of ±1 amu on fragment ions, and fixed modifications of carbamidomethylation on cysteine (+57 Da) and oxidation of methionine (+16 Da) residues. For peptide validation, we applied a decoy database strategy to calculate false-positive (FP) rates utilizing a cross correlation (Xcorr) value. To obtain highly confident data, protein validation with multiple peptide hits was performed for sorted peptides with less than 0.1% FP rates. Thus, we eliminated incorrect (reversed) peptide and protein identifications under the threshold cutoff (error rate&lt;1%, single peptide). For each sample, triplicate experiments were performed. To identify sample-specific proteins, a label-free protein quantification method was applied to triple pairs of protein lists. A sample-specific protein was determined Wits average quantity ratio was at least 1.5 fold. 
       Example 5 
     LC-MRM 
       [0076]    AH samples (each 50 μg) from 15 patients were resolved in 6 M urea and 50 mM ammonium bicarbonate (pH 7.8) in HPLC-grade water. Denatured AH proteins were reduced with 30 mM DTT for 2 h, followed by 1 h of 55 mM iodoacetamide treatment in the dark for alkylation. Alkylated AH samples were digested in solution with sequencing grade modified trypsin (Promega, Madison, Wis.) overnight at 37° C. Formic acid was then added to the sample to stop the digestion. MRM mode was performed on a QTRAP 5500 hybrid triple quadrupole/linear ion trap mass spectrometer (Applied Biosystems/MDS Sciex, Carlsbad, Calif.) equipped with a nanospray ionization source for the quantitative analysis of specific peptides of a protein of interest. A given MRM Q1/Q3 ion value (precursor/fragment ion pair) was monitored to select a specifically targeted peptide corresponding to each candidate protein. The MRM scan was performed in a positive mode with ion spray voltages in the 1800-2100 V range. The MRM mode settings were as follows: curtain gas and spray gas at 10 and 20 psi, respectively, and the collision gas was set to unit resolution. The declustering potential (DP) was set to 100 V. The mass resolution was set to unit using an advanced MS parameter. For the correct LC-MRM, the monitoring of the selected peptide by enhanced product ion (EPI) scan was performed with threshold switching of 100 counts and the selection of rolling collision energy. In positive mode, a product of 30, scan range 100-1000 Da, and two scans were used. In the advanced MS tab, the quadrupole resolution was set to low, the scan speed was 10,000 amu/s, and a dynamic fill time was selected. 
         [0077]    Data are expressed as means±S.D. of at least three independent experiments. Statistical comparisons were made using an unpaired two-tailed Student&#39;s t-test with confidence level of 95%. The significance level was set at P&lt;0.05. 
         [0078]    As set forth above, according to exemplary embodiments of the invention, proteins identified by the present invention can be used for diagnosing, treating and/or monitoring of treatment an age-related macular degeneration. 
         [0079]    While the present invention has been shown and described in connection with the exemplary embodiments, it will be apparent to those skilled in the art that modifications and variations can be made without departing from the spirit and scope of the invention as defined by the appended claims.