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胃癌肿瘤微环境特征分析鉴定出具有预后和免疫治疗相关性的基因特征。

Tumor Microenvironment Characterization in Gastric Cancer Identifies Prognostic and Immunotherapeutically Relevant Gene Signatures.

机构信息

Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, P.R. China.

Department of Cardiology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, P.R. China.

出版信息

Cancer Immunol Res. 2019 May;7(5):737-750. doi: 10.1158/2326-6066.CIR-18-0436. Epub 2019 Mar 6.

Abstract

Tumor microenvironment (TME) cells constitute a vital element of tumor tissue. Increasing evidence has elucidated their clinicopathologic significance in predicting outcomes and therapeutic efficacy. Nonetheless, no studies have reported a systematic analysis of cellular interactions in the TME. In this study, we comprehensively estimated the TME infiltration patterns of 1,524 gastric cancer patients and systematically correlated the TME phenotypes with genomic characteristics and clinicopathologic features of gastric cancer using two proposed computational algorithms. Three TME phenotypes were defined, and the TMEscore was constructed using principal component analysis algorithms. The high TMEscore subtype was characterized by immune activation and response to virus and IFNγ. Activation of transforming growth factor β, epithelial-mesenchymal transition, and angiogenesis pathways were observed in the low TMEscore subtype, which are considered T-cell suppressive and may be responsible for significantly worse prognosis in gastric cancer [hazard ratio (HR), 0.42; 95% confidence interval (CI), 0.330.54; < 0.001]. Multivariate analysis revealed that the TMEscore was an independent prognostic biomarker, and its value in predicting immunotherapeutic outcomes was also confirmed (IMvigor210 cohort: HR, 0.63; 95% CI, 0.46-0.89; = 0.008; GSE78220 cohort: HR, 0.25; 95% CI, 0.07-0.89; = 0.021). Depicting a comprehensive landscape of the TME characteristics of gastric cancer may, therefore, help to interpret the responses of gastric tumors to immunotherapies and provide new strategies for the treatment of cancers.

摘要

肿瘤微环境 (TME) 细胞构成肿瘤组织的重要组成部分。越来越多的证据阐明了它们在预测结局和治疗效果方面的临床病理意义。然而,目前尚无研究系统地分析 TME 中的细胞相互作用。在这项研究中,我们全面评估了 1524 例胃癌患者的 TME 浸润模式,并使用两种提出的计算算法系统地将 TME 表型与胃癌的基因组特征和临床病理特征相关联。我们定义了三种 TME 表型,并使用主成分分析算法构建了 TMEscore。高 TMEscore 亚型的特点是免疫激活和对病毒及 IFNγ 的反应。低 TMEscore 亚型观察到转化生长因子 β、上皮-间充质转化和血管生成途径的激活,这些途径被认为是 T 细胞抑制性的,可能导致胃癌预后显著恶化 [危险比 (HR),0.42;95%置信区间 (CI),0.330.54;<0.001]。多变量分析显示 TMEscore 是一个独立的预后生物标志物,其预测免疫治疗结果的价值也得到了证实(IMvigor210 队列:HR,0.63;95%CI,0.46-0.89;=0.008;GSE78220 队列:HR,0.25;95%CI,0.07-0.89;=0.021)。因此,描绘胃癌 TME 特征的综合图谱可能有助于解释胃肿瘤对免疫治疗的反应,并为癌症治疗提供新策略。

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