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非小细胞肺癌中 HLA-A2 限制的 MAGE-A3 肿瘤抗原表位和相应 TCR 的全球分析。

Global analysis of HLA-A2 restricted MAGE-A3 tumor antigen epitopes and corresponding TCRs in non-small cell lung cancer.

机构信息

Department of Systems Biomedical Sciences, School of Medicine, Jinan University, Guangzhou, China.

Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China.

出版信息

Theranostics. 2023 Aug 6;13(13):4449-4468. doi: 10.7150/thno.84710. eCollection 2023.

DOI:10.7150/thno.84710
PMID:37649599
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10465222/
Abstract

Advanced non-small cell lung cancer (NSCLC) is the most common type of lung cancer with poor prognosis. Adoptive cell therapy using engineered T-cell receptors (TCRs) targeting cancer-testis antigens, such as Melanoma-associated antigen 3 (MAGE-A3), is a potential approach for the treatment of NSCLC. However, systematic analysis of T cell immune responses to MAGE-A3 antigen and corresponding antigen-specific TCR is still lacking. In this study, we comprehensively screened HLA-A2 restricted MAGE-A3 tumor epitopes and characterized the corresponding TCRs using artificial antigen presentation cells (APC) system, single-cell transcriptome and TCR V(D)J sequencing, and machine-learning. Furthermore, the tumor-reactive TCRs with killing potency was screened and verified. We identified the HLA-A2 restricted T cell epitopes from MAGE-A3 that could effectively induce the activation and cytotoxicity of CD8+ T cells using artificial APC . A cohort of HLA-A2+ NSCLC donors demonstrated that the number of epitope specific CD8+ T cells increased in NSCLC than healthy controls when measured with tetramer derived from the candidate MAGE-A3 epitopes, especially epitope Mp4 (MAGE-A3: 160-169, LVFGIELMEV). Statistical and machine-learning based analyses demonstrated that the MAGE-A3-Mp4 epitope-specific CD8+ T cell clones were mostly in effector and proliferating state. Importantly, T cells artificially expressing the MAGE-A3-Mp4 specific TCRs exhibited strong MAGE-A3+ tumor cell recognition and killing effect. Cross-reactivity risk analysis of the candidates TCRs showed high binding stability to MAGE-A3-Mp4 epitope and low risk of cross-reaction. This work identified candidate TCRs potentially suitable for TCR-T design targeting HLA-A2 restricted MAGE-A3 tumor antigen.

摘要

晚期非小细胞肺癌(NSCLC)是最常见的肺癌类型,预后较差。使用针对癌症睾丸抗原(如黑色素瘤相关抗原 3(MAGE-A3))的工程化 T 细胞受体(TCR)进行过继细胞治疗是治疗 NSCLC 的一种潜在方法。然而,针对 MAGE-A3 抗原的 T 细胞免疫反应以及相应的抗原特异性 TCR 的系统分析仍然缺乏。在这项研究中,我们使用人工抗原呈递细胞(APC)系统、单细胞转录组和 TCR V(D)J 测序以及机器学习,全面筛选了 HLA-A2 限制的 MAGE-A3 肿瘤表位,并对其相应的 TCR 进行了表征。此外,还筛选和验证了具有杀伤能力的肿瘤反应性 TCR。我们使用人工 APC 从 MAGE-A3 中鉴定出了 HLA-A2 限制的 T 细胞表位,这些表位能够有效地诱导 CD8+T 细胞的激活和细胞毒性。一组 HLA-A2+ NSCLC 供体的研究表明,与从候选 MAGE-A3 表位衍生的四聚体相比,NSCLC 患者中来自候选 MAGE-A3 表位的特异性 CD8+T 细胞数量增加,尤其是表位 Mp4(MAGE-A3:160-169,LVFGIELMEV)。基于统计和机器学习的分析表明,MAGE-A3-Mp4 表位特异性 CD8+T 细胞克隆大多处于效应和增殖状态。重要的是,人工表达 MAGE-A3-Mp4 特异性 TCR 的 T 细胞表现出对 MAGE-A3+肿瘤细胞的强烈识别和杀伤作用。候选 TCR 的交叉反应风险分析表明,它们与 MAGE-A3-Mp4 表位具有高结合稳定性和低交叉反应风险。这项工作鉴定出了候选 TCR,它们可能适合设计针对 HLA-A2 限制的 MAGE-A3 肿瘤抗原的 TCR-T。

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