Large-Scale Plasma Proteome Epitome Profiling is an Efficient Tool for the Discovery of Cancer Biomarkers

被引:4
作者
Lazar, Jozsef [1 ,2 ]
Antal-Szalmas, Peter [2 ,3 ]
Kurucz, Istvan [1 ,2 ]
Ferenczi, Annamaria [1 ]
Jozsi, Mihaly [4 ,5 ]
Tornyi, Ilona [2 ,6 ]
Muller, Monika [7 ]
Fekete, Janos Tibor [8 ]
Lamont, John [9 ]
Fitzgerald, Peter [9 ]
Gall-Debreceni, Anna [1 ]
Kadas, Janos [1 ]
Vida, Andras
Tardieu, Nadege [10 ]
Kieffer, Yann
Jullien, Anne [10 ]
Guergova-Kuras, Mariana
Hempel, William
Kovacs, Andras
Kardos, Tamas [11 ]
Bittner, Nora
Csanky, Eszter [12 ,13 ]
Szilasi, Maria [11 ]
Losonczy, Gyorgy [14 ]
Szondy, Klara [14 ]
Galffy, Gabriella [14 ]
Csada, Edit [15 ]
Szalontai, Klara [15 ]
Somfay, Attila [16 ]
Malka, David [17 ]
Cottu, Paul [18 ]
Bogos, Krisztina [19 ]
Takacs, Laszlo [1 ,2 ,6 ,10 ]
机构
[1] Biosyst Int Kft, Debrecen, Hungary
[2] Biosyst Immunolab Zrt, Debrecen, Hungary
[3] Univ Debrecen, Fac Med, Dept Lab Med, Debrecen, Hungary
[4] Eotvos Lorand Univ, Dept Immunol, Budapest, Hungary
[5] Eotvos Lorand Res Network ELKH, MTA ELTE Complement Res Grp, Budapest, Hungary
[6] Univ Debrecen, Fac Med, Dept Human Genet, Debrecen, Hungary
[7] AdWare Res Kft, Balatonfured, Hungary
[8] Semmelweis Univ, Dept Bioinformat, Budapest, Hungary
[9] Randox Labs Ltd, Crumlin, England
[10] Univ Debrecen, Fac Med, Dept Lab Med, Debrecen, Hungary
[11] Univ Debrecen, Fac Med, Dept Pulmonol, Debrecen, Hungary
[12] Miskolc Semmelweis Hosp, Dept Pulmonol, Miskolc, Hungary
[13] Univ Hosp, Miskolc, Hungary
[14] Semmelweis Univ, Fac Med, Dept Pulmonol, Budapest, Hungary
[15] Csongrad Cty Hosp Chest Dis, Deszk, Hungary
[16] Univ Szeged, Fac Med, Dept Pulmonol, Deszk, Hungary
[17] Gustave Roussy, Dept Med Oncol, Villejuif, France
[18] Inst Curie, Dept Med Oncol, Paris, France
[19] Natl Korany Inst Pulmonol, Budapest, Hungary
关键词
COMPLEMENT FACTOR-H; MONOCLONAL-ANTIBODIES; GENERATION; PROTEINS; VARIANTS; ANTIGEN; REVEAL; ASSAY;
D O I
10.1016/j.mcpro.2023.100580
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Current proteomic technologies focus on the quantification of protein levels, while little effort is dedicated to the development of system approaches to simultaneously monitor proteome variability and abundance. Protein variants may display different immunogenic epitopes detectable by monoclonal antibodies. Epitope variability results from alternative splicing, posttranslational modifications, processing, degradation, and complex formation and possesses dynamically changing availability of interacting surface structures that frequently serve as reachable epitopes and often carry different functions. Thus, it is highly likely that the presence of some of the accessible epitopes correlates with function under physiological and pathological conditions. To enable the exploration of the impact of protein variation on the immunogenic epitome first, here, we present a robust and analytically validated PEP technology for characterizing immunogenic epitopes of the plasma. To this end, we prepared mAb libraries directed against the normalized human plasma proteome as a complex natural immunogen. Antibody producing hybridomas were selected and cloned. Monoclonal antibodies react with single epitopes, thus profiling with the libraries is expected to profile many epitopes which we define by the mimotopes, as we present here. Screening blood plasma samples from control subjects (n = 558) and cancer patients (n = 598) for merely 69 native epitopes displayed by 20 abundant plasma proteins resulted in distinct cancer-specific epitope panels that showed high accuracy (AUC 0.826-0.966) and specificity for lung, breast, and colon cancer. Deeper profiling (approximate to 290 epitopes of approximately 100 proteins) showed unexpected granularity of the epitope-level expression data and detected neutral and lung cancer-associated epitopes of individual proteins. Biomarker epitope panels selected from a pool of 21 epitopes of 12 proteins were validated in independent clinical cohorts. The results demonstrate the value of PEP as a rich and thus far unexplored source of protein biomarkers with diagnostic potential.
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页数:20
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共 55 条
  • [1] Aebersold R, 2018, NAT CHEM BIOL, V14, P206, DOI [10.1038/NCHEMBIO.2576, 10.1038/nchembio.2576]
  • [2] Analysis of Amino Acid Variation in the P2 Domain of the GII-4 Norovirus VP1 Protein Reveals Putative Variant-Specific Epitopes
    Allen, David J.
    Gray, Jim J.
    Gallimore, Chris I.
    Xerry, Jacqueline
    Iturriza-Gomara, Miren
    [J]. PLOS ONE, 2008, 3 (01):
  • [3] The Major Autoantibody Epitope on Factor H in Atypical Hemolytic Uremic Syndrome Is Structurally Different from Its Homologous Site in Factor H-related Protein 1, Supporting a Novel Model for Induction of Autoimmunity in This Disease
    Bhattacharjee, Arnab
    Reuter, Stefanie
    Trojnar, Eszter
    Kolodziejczyk, Robert
    Seeberger, Harald
    Hyvarinen, Satu
    Uzonyi, Barbara
    Szilagyi, Agnes
    Prohaszka, Zoltan
    Goldman, Adrian
    Jozsi, Mihaly
    Jokiranta, T. Sakari
    [J]. JOURNAL OF BIOLOGICAL CHEMISTRY, 2015, 290 (15) : 9500 - 9510
  • [4] BRISTOL LA, 1992, J IMMUNOL, V148, P332
  • [5] Development and validation of a variant detection workflow for BRCA1 and BRCA2 genes and its clinical application based on the Ion Torrent technology
    Buzolin, Ana Ligia
    Moreira, Caroline Monaco
    Sacramento, Patricia Rossi
    Oku, Andre Yuji
    dos Santos Fornari, Alexandre Ricardo
    Marco Antonio, David Santos
    Angioli Costa Quaio, Caio Robledo D.
    Baratela, Wagner Rosa
    Mitne-Neto, Miguel
    [J]. HUMAN GENOMICS, 2017, 11
  • [6] Assessment of Variability in the SOMAscan Assay
    Candia, Julian
    Cheung, Foo
    Kotliarov, Yuri
    Fantoni, Giovanna
    Sellers, Brian
    Griesman, Trevor
    Huang, Jinghe
    Stuccio, Sarah
    Zingone, Adriana
    Ryan, Brid M.
    Tsang, John S.
    Biancotto, Angelique
    [J]. SCIENTIFIC REPORTS, 2017, 7
  • [7] Leptospiral Immunoglobulin-like Proteins Interact With Human Complement Regulators Factor H, FHL-1, FHR-1, and C4BP
    Castiblanco-Valencia, Monica Marcela
    Fraga, Tatiana Rodrigues
    da Silva, Ludmila Bezerra
    Monaris, Denize
    Estima Abreu, Patricia Antonia
    Strobel, Stefanie
    Jozsi, Mihaly
    Isaac, Lourdes
    Barbosa, Angela Silva
    [J]. JOURNAL OF INFECTIOUS DISEASES, 2012, 205 (06) : 995 - 1004
  • [8] Novel anti-HER2 monoclonal antibodies: synergy and antagonism with tumor necrosis factor-α
    Ceran, Ceyhan
    Cokol, Murat
    Cingoz, Sultan
    Tasan, Ipek
    Ozturk, Mehmet
    Yagci, Tamer
    [J]. BMC CANCER, 2012, 12
  • [9] Human complement factor H is a novel diagnostic marker for lung adenocarcinoma
    Cui, Tiantian
    Chen, Yuan
    Knoesel, Thomas
    Yang, Linlin
    Zoeller, Kristin
    Galler, Kerstin
    Berndt, Alexander
    Mihlan, Michael
    Zipfel, Peter F.
    Petersen, Iver
    [J]. INTERNATIONAL JOURNAL OF ONCOLOGY, 2011, 39 (01) : 161 - 168
  • [10] Global detection and characterization of hypothetical proteins in Shewanella oneidensis MR-1 using LC-MS based proteomics
    Elias, DA
    Monroe, ME
    Marshall, MJ
    Romine, MF
    Belieav, AS
    Fredrickson, JK
    Anderson, GA
    Smith, RD
    Lipton, MS
    [J]. PROTEOMICS, 2005, 5 (12) : 3120 - 3130