TY - JOUR
T1 - Post-translational modifications reshape the antigenic landscape of the MHC I immunopeptidome in tumors
AU - Kacen, Assaf
AU - Javitt, Aaron
AU - Kramer, Matthias P.
AU - Morgenstern, David
AU - Tsaban, Tomer
AU - Shmueli, Merav D.
AU - Teo, Guo Ci
AU - da Veiga Leprevost, Felipe
AU - Barnea, Eilon
AU - Yu, Fengchao
AU - Admon, Arie
AU - Eisenbach, Lea
AU - Samuels, Yardena
AU - Schueler-Furman, Ora
AU - Levin, Yishai
AU - Nesvizhskii, Alexey I.
AU - Merbl, Yifat
N1 - Publisher Copyright:
© 2022, The Author(s), under exclusive licence to Springer Nature America, Inc.
PY - 2023/2
Y1 - 2023/2
N2 - Post-translational modification (PTM) of antigens provides an additional source of specificities targeted by immune responses to tumors or pathogens, but identifying antigen PTMs and assessing their role in shaping the immunopeptidome is challenging. Here we describe the Protein Modification Integrated Search Engine (PROMISE), an antigen discovery pipeline that enables the analysis of 29 different PTM combinations from multiple clinical cohorts and cell lines. We expanded the antigen landscape, uncovering human leukocyte antigen class I binding motifs defined by specific PTMs with haplotype-specific binding preferences and revealing disease-specific modified targets, including thousands of new cancer-specific antigens that can be shared between patients and across cancer types. Furthermore, we uncovered a subset of modified peptides that are specific to cancer tissue and driven by post-translational changes that occurred in the tumor proteome. Our findings highlight principles of PTM-driven antigenicity, which may have broad implications for T cell-mediated therapies in cancer and beyond.
AB - Post-translational modification (PTM) of antigens provides an additional source of specificities targeted by immune responses to tumors or pathogens, but identifying antigen PTMs and assessing their role in shaping the immunopeptidome is challenging. Here we describe the Protein Modification Integrated Search Engine (PROMISE), an antigen discovery pipeline that enables the analysis of 29 different PTM combinations from multiple clinical cohorts and cell lines. We expanded the antigen landscape, uncovering human leukocyte antigen class I binding motifs defined by specific PTMs with haplotype-specific binding preferences and revealing disease-specific modified targets, including thousands of new cancer-specific antigens that can be shared between patients and across cancer types. Furthermore, we uncovered a subset of modified peptides that are specific to cancer tissue and driven by post-translational changes that occurred in the tumor proteome. Our findings highlight principles of PTM-driven antigenicity, which may have broad implications for T cell-mediated therapies in cancer and beyond.
UR - http://www.scopus.com/inward/record.url?scp=85139500134&partnerID=8YFLogxK
U2 - 10.1038/s41587-022-01464-2
DO - 10.1038/s41587-022-01464-2
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C2 - 36203013
AN - SCOPUS:85139500134
SN - 1087-0156
VL - 41
SP - 239
EP - 251
JO - Nature Biotechnology
JF - Nature Biotechnology
IS - 2
ER -