Post-translational modifications reshape the antigenic landscape of the MHC I immunopeptidome in tumors

抗原 蛋白质组 生物 计算生物学 主要组织相容性复合体 抗原性 人类蛋白质组计划 免疫学 蛋白质组学 遗传学 基因
作者
Assaf Kacen,Aaron Javitt,Matthias P. Kramer,David Morgenstern,Tomer Tsaban,Merav D. Shmueli,Guo Ci Teo,Felipe da Veiga Leprevost,Eilon Barnea,Fengchao Yu,Arie Admon,Lea Eisenbach,Yardena Samuels,Ora Schueler‐Furman,Yishai Levin,Alexey I. Nesvizhskii,Yifat Merbl
出处
期刊:Nature Biotechnology [Springer Nature]
卷期号:41 (2): 239-251 被引量:104
标识
DOI:10.1038/s41587-022-01464-2
摘要

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.
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