转移性黑色素瘤对免疫检查点阻断疗法的先天和后天耐药性的蛋白质组学和空间综合分析

shiyou wei, Kuang Du, Hongbin Lan, Zhenyu Yang, Yulan Deng, Zhi Wei, Dennie T Frederick, Jinho Lee, Marilyne Labrie, Tian Tian, Tabea Moll, Yeqing Chen, Ryan J. Sullivan, Gordon B Mills, Genevieve M Boland, Keith Flaherty, lunxu liu, Meenhard Herlyn, Gao Zhang
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摘要

虽然有一部分转移性黑色素瘤患者对免疫检查点阻断疗法(ICB)产生了持久的反应,但大多数患者最终还是表现出了对这些疗法的先天或后天耐药性。然而,对 ICB 疗法产生耐药性的分子机制仍然难以捉摸,需要加以阐明。在这里,我们全面研究了抗CTLA-4和/或抗PD-1/PD-L1疗法原发性或继发性耐药的转移性黑色素瘤患者治疗前后配对肿瘤标本的肿瘤和肿瘤免疫微环境(TIME)。转录组数据的差异表达基因(DEG)分析和单样本基因组富集分析(ssGSEA)确定了细胞周期和c-MYC信号转导是基于通路的耐药特征。加权基因共表达网络分析(WGCNA)揭示了ICB耐药黑色素瘤中涉及肿瘤进展相关关键信号通路的交叉耐药元程序的激活。此外,利用NanoString数字空间谱分析(DSP)和循环免疫荧光(CyCIF)进行的空间分辨、基于图像的免疫监测分析显示,对ICB疗法耐药的黑色素瘤的肿瘤微环境中存在抑制性免疫细胞的浸润。我们的研究通过对多维数据进行综合分析,揭示了转移性黑色素瘤患者对 ICB 疗法产生耐药性的分子机制,并为可能克服 ICB 疗法耐药性的挽救疗法提供了理论依据。
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A Comprehensive Proteogenomic and Spatial Analysis of Innate and Acquired Resistance of Metastatic Melanoma to Immune Checkpoint Blockade Therapies
While a subset of patients with metastatic melanoma achieves durable responses to immune checkpoint blockade (ICB) therapies, the majority ultimately exhibit either innate or acquired resistance to these treatments. However, the molecular mechanisms underlying resistance to ICB therapies remain elusive and are warranted to elucidate. Here, we comprehensively investigated the tumor and tumor immune microenvironment (TIME) of paired pre- and post-treatment tumor specimens from metastatic melanoma patients who were primary or secondary resistance to anti-CTLA-4 and/or anti-PD-1/PD-L1 therapies. Differentially expressed gene (DEG) analysis and single-sample gene set enrichment analysis (ssGSEA) with transcriptomic data identified cell cycle and c-MYC signaling as pathway-based resistance signatures. And weighted gene co-expression network analysis (WGCNA) revealed the activation of a cross-resistance meta-program involving key signaling pathways related to tumor progression in ICB resistant melanoma. Moreover, spatially-resolved, image-based immune monitoring analysis by using NanoString digital spatial profiling (DSP) and Cyclic Immunofluorescence (CyCIF) showed infiltration of suppressive immune cells in the tumor microenvironment of melanoma with resistance to ICB therapies. Our study reveals the molecular mechanisms underlying resistance to ICB therapies in patients with metastatic melanoma by conducting such integrated analyses of multi-dimensional data, and provides rationale for salvage therapies that will potentially overcome resistance to ICB therapies.
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