Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
Adaptive biotechnologies, 1551 Eastlake Avenue E, Suite 200, Seattle, WA, 98102, USA.
Sci Rep. 2020 Mar 19;10(1):5062. doi: 10.1038/s41598-020-61992-2.
Recently proposed tumor fitness measures, based on profiling neoepitopes for reactive viral epitope similarity, have been proposed to predict response to immune checkpoint inhibitors in melanoma and small-cell lung cancer. Here we applied these checkpoint based fitness measures to the matched checkpoint treatment naive Cancer Genome Atlas (TCGA) samples where cytolytic activity (CYT) imparts a known survival benefit. We observed no significant survival predictive power beyond that of overall patient tumor mutation burden, and furthermore, found no association between checkpoint based fitness and tumor T-cell infiltration, cytolytic activity, and abundance (tumor infiltrating lymphocyte, TIL, burden). In addition, we investigated the key assumption of viral epitope similarity driving immune response in the hepatitis B virally infected liver cancer TCGA cohort, and uncovered suggestive evidence that tumor neoepitopes actually dominate viral epitopes in putative immunogenicity and plausibly drive immune response and recruitment.
最近提出的肿瘤适应性衡量标准,基于对新抗原进行分析以寻找与反应性病毒表位的相似性,被提议用于预测黑色素瘤和小细胞肺癌对免疫检查点抑制剂的反应。在这里,我们将这些基于检查点的适应性衡量标准应用于配对的检查点治疗初治癌症基因组图谱(TCGA)样本,其中细胞溶解活性(CYT)带来了已知的生存益处。我们观察到,除了总患者肿瘤突变负担之外,这些适应性衡量标准没有显著的生存预测能力,此外,我们还发现基于检查点的适应性与肿瘤 T 细胞浸润、细胞溶解活性和丰度(肿瘤浸润淋巴细胞,TIL,负担)之间没有关联。此外,我们研究了在乙型肝炎病毒感染的肝癌 TCGA 队列中驱动免疫反应的病毒表位相似性的关键假设,并发现了有说服力的证据表明,肿瘤新抗原实际上在潜在的免疫原性中主导病毒表位,并可能驱动免疫反应和招募。