Abstract
Humoral immune responses against tumor antigens are studied as indirect markers of antigen exposure and in cancer vaccine studies. An increasing number of tumor antigens potentially translated from mutant genes is identified by advances in genomic sequencing. They represent an interesting source for yet unknown immunogenic epitopes. We here describe a multiplex method using the Luminex technology allowing for the detection of antibodies against multiple in silico-predicted linear neo-antigens in large sets of sera. The approach included 32 synthetic biotinylated peptides comprising a predicted set of frameshift mutation-induced neo-antigens. The antigens were fused to a FLAG epitope to ensure monitoring antigen binding to avidin-linked microspheres in the absence of monoclonal antibodies. Analytical specificity of measured serum antibody reactivity was proven by the detection of immune responses in immunized rabbits and a colorectal cancer patient vaccinated with peptides included in the assay. The measured antibody responses were comparable to peptide ELISA, and inter-assay reproducibility of the multiplex approach was excellent (R 2 > 0.98) for 20 sera tested against all antigens. Our methodic approach represents a valuable platform to monitor antibody responses against predicted antigens. It may be used in individualized cancer vaccine studies, thereby extending the relevance beyond the model system in the presented approach.
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Ganem D, Prince AM (2004) Hepatitis B virus infection—natural history and clinical consequences. N Engl J Med 350:1118–1129
Liefeldt L, Brakemeier S, Glander P, Waiser J, Lachmann N, Schonemann C et al (2012) Donor-specific HLA antibodies in a cohort comparing everolimus with cyclosporine after kidney transplantation. Am J Transplant 12:1192–1198
Sokolove J, Bromberg R, Deane KD, Lahey LJ, Derber LA, Chandra PE et al (2012) Autoantibody epitope spreading in the pre-clinical phase predicts progression to rheumatoid arthritis. PLoS One 7:e35296
Fonseca C, Dranoff G (2008) Capitalizing on the immunogenicity of dying tumor cells. Clin Cancer Res 14:1603–1608
Houghton AN (1994) Cancer antigens: immune recognition of self and altered self. J Exp Med 180:1–4
Soussi T (2000) p53 Antibodies in the sera of patients with various types of cancer: a review. Cancer Res 60:1777–1788
Jäger E, Stockert E, Zidianakis Z, Chen YT, Karbach J, Jäger D et al (1999) Humoral immune responses of cancer patients against “Cancer-Testis” antigen NY-ESO-1: correlation with clinical events. Int J Cancer 84:506–510
Graves CR, Robertson JF, Murray A, Price MR, Chapman CJ (2005) Malignancy-induced autoimmunity to MUC1: initial antibody characterization. J Pept Res 66:357–363
Traina A, Agostara B, Marasa L, Calabro M, Zarcone M, Carruba G (2006) HER2/neu expression in relation to clinicopathologic features of breast cancer patients. Ann N Y Acad Sci 1089:159–167
Reuschenbach M, Waterboer T, Wallin KL, Einenkel J, Dillner J, Hamsikova E et al (2008) Characterization of humoral immune responses against p16, p53, HPV16 E6 and HPV16 E7 in patients with HPV-associated cancers. Int J Cancer 123:2626–2631
Finn OJ (2008) Cancer immunology. N Engl J Med 358:2704–2715
Reuschenbach M, von Knebel DM, Wentzensen N (2009) A systematic review of humoral immune responses against tumor antigens. Cancer Immunol Immunother 58:1535–1544
Li G, Miles A, Line A, Rees RC (2004) Identification of tumour antigens by serological analysis of cDNA expression cloning. Cancer Immunol Immunother 53:139–143
Lu H, Goodell V, Disis ML (2008) Humoral immunity directed against tumor-associated antigens as potential biomarkers for the early diagnosis of cancer. J Proteome Res 7:1388–1394
Gnjatic S, Wheeler C, Ebner M, Ritter E, Murray A, Altorki NK et al (2009) Seromic analysis of antibody responses in non-small cell lung cancer patients and healthy donors using conformational protein arrays. J Immunol Methods 341:50–58
Binder SR (2006) Autoantibody detection using multiplex technologies. Lupus 15:412–421
Watson IR, Takahashi K, Futreal PA, Chin L (2013) Emerging patterns of somatic mutations in cancer. Nat Rev Genet 14:703–718
Castle JC, Kreiter S, Diekmann J, Lower M, van de Roemer N, de Graaf J et al (2012) Exploiting the mutanome for tumor vaccination. Cancer Res 72:1081–1091
Banerjea A, Bustin SA, Dorudi S (2005) The immunogenicity of colorectal cancers with high-degree microsatellite instability. World J Surg Oncol 3:26
Reuschenbach M, Kloor M, Morak M, Wentzensen N, Germann A, Garbe Y et al (2010) Serum antibodies against frameshift peptides in microsatellite unstable colorectal cancer patients with Lynch syndrome. Fam Cancer 9:173–179
Waterboer T, Sehr P, Pawlita M (2006) Suppression of non-specific binding in serological Luminex assays. J Immunol Methods 309:200–204
Steinitz M, Baraz L (2000) A rapid method for estimating the binding of ligands to ELISA microwells. J Immunol Methods 238:143–150
Waterboer T, Sehr P, Michael KM, Franceschi S, Nieland JD, Joos TO et al (2005) Multiplex human papillomavirus serology based on in situ-purified glutathione s-transferase fusion proteins. Clin Chem 51:1845–1853
Jones LP, Zheng HQ, Karron RA, Peret TC, Tsou C, Anderson LJ (2002) Multiplex assay for detection of strain-specific antibodies against the two variable regions of the G protein of respiratory syncytial virus. Clin Diagn Lab Immunol 9:633–638
Puel A, Doffinger R, Natividad A, Chrabieh M, Barcenas-Morales G, Picard C et al (2010) Autoantibodies against IL-17A, IL-17F, and IL-22 in patients with chronic mucocutaneous candidiasis and autoimmune polyendocrine syndrome type I. J Exp Med 207:291–297
Drummond JE (2009) Multiplexed analysis of peptide antigen-specific antibodies. Curr Protoc Cytom Chapter 13:Unit 13.10. doi:10.1002/0471142956.cy1310s48
Drummond JE, Shaw EE, Antonello JM, Green T, Page GJ, Motley CO et al (2008) Design and optimization of a multiplex anti-influenza peptide immunoassay. J Immunol Methods 334:11–20
Ambrosino E, Dumoulin C, Orlandi-Pradines E, Remoue F, Toure-Balde A, Tall A et al (2010) A multiplex assay for the simultaneous detection of antibodies against 15 Plasmodium falciparum and Anopheles gambiae saliva antigens. Malar J 9:317
Brink M, Hansson M, Mathsson L, Jakobsson PJ, Holmdahl R, Hallmans G et al (2013) Multiplex analyses of antibodies against citrullinated peptides in individuals prior to development of rheumatoid arthritis. Arthritis Rheum 65:899–910
Nogueira RD, King WF, Gunda G, Culshaw S, Taubman MA, Mattos-Graner RO et al (2008) Mutans streptococcal infection induces salivary antibody to virulence proteins and associated functional domains. Infect Immun 76:3606–3613
Chong W, Metcalfe P, Mushens R, Lucas G, Ouwehand WH, Navarrete CV (2011) Detection of human platelet antigen-1a alloantibodies in cases of fetomaternal alloimmune thrombocytopenia using recombinant beta3 integrin fragments coupled to fluorescently labeled beads. Transfusion 51:1261–1270
Waterboer T, Abeni D, Sampogna F, Rother A, Masini C, Sehr P et al (2008) Serological association of beta and gamma human papillomaviruses with squamous cell carcinoma of the skin. Br J Dermatol 159:457–459
Acknowledgments
The authors thank the sponsor of the Micoryx trial (ClinicalTrials.gov Identifier: NCT01461148) Oryx GmbH und Co KG, Marktplatz 1, 85598 Baldham, Germany, namely Dr. Dr. Michael W. Dahm, Dr. Ottheinz Krebs, and Dr. Bernard Huber. This work was funded by a Grant No. 109477 from the German Cancer Aid (Deutsche Krebshilfe).
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Reuschenbach, M., Dörre, J., Waterboer, T. et al. A multiplex method for the detection of serum antibodies against in silico-predicted tumor antigens. Cancer Immunol Immunother 63, 1251–1259 (2014). https://doi.org/10.1007/s00262-014-1595-y
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DOI: https://doi.org/10.1007/s00262-014-1595-y