Department of Immunology, Weizmann Institute of Science, Rehovot, Israel.
De Botton Institute for Protein Profiling, Nancy and Stephen Grand Israel National Center for Personalized Medicine, Weizmann Institute of Science, Rehovot, Israel.
Nat Biotechnol. 2023 Feb;41(2):239-251. doi: 10.1038/s41587-022-01464-2. Epub 2022 Oct 6.
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.
抗原的翻译后修饰(PTM)为针对肿瘤或病原体的免疫反应提供了额外的特异性来源,但识别抗原PTM并评估其在塑造免疫肽组中的作用具有挑战性。在此,我们描述了蛋白质修饰综合搜索引擎(PROMISE),这是一种抗原发现流程,能够分析来自多个临床队列和细胞系的29种不同的PTM组合。我们拓展了抗原图谱,发现了由具有单倍型特异性结合偏好的特定PTM定义的人类白细胞抗原I类结合基序,并揭示了疾病特异性修饰靶点,包括数千种可在患者之间以及不同癌症类型之间共享的新的癌症特异性抗原。此外,我们发现了一部分特定于癌组织的修饰肽,它们由肿瘤蛋白质组中发生的翻译后变化驱动。我们的发现突出了PTM驱动的抗原性原理,这可能对癌症及其他领域的T细胞介导疗法具有广泛影响。