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在肾透明细胞肾细胞癌中,一种共刺激分子特征的预后意义和免疫治疗反应预测。

Prognostic implication and immunotherapy response prediction of a costimulatory molecule signature in kidney renal clear cell carcinoma.

机构信息

Department of Urology, Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, 23 Pingjiang Road, Tianjin, 300211, People's Republic of China.

Department of Urology, Dezhou People's Hospital, Dezhou, 253000, Shandong, China.

出版信息

Immunogenetics. 2022 Jun;74(3):285-301. doi: 10.1007/s00251-021-01246-1. Epub 2022 Feb 4.

Abstract

Costimulatory molecules were considered to be promising and important targets in immunotherapy for various cancers. The present study was intended for generating a costimulatory molecule signature in kidney renal clear cell carcinoma (KIRC), to investigate prognostic implication, elucidate immune atlas, and predict immunotherapy response. All the KIRC samples from the TCGA were randomly divided into the training dataset and the testing dataset in the ratio of 7:3. The Cox and least absolute shrinkage and selection operator (LASSO) regression analysis were used to identify 7 key costimulatory molecules which were associated with prognosis and construct a costimulatory molecule prognostic index (CMsPI), which was validated by internal and external datasets and an independent cohort. Patients in the high-CMsPI group had high mortality. Mutation analysis showed the most common mutational genes and variant types. Immune analysis demonstrated CD8 T cells were infiltrated at a high level in the high-CMsPI group. In combination of analysis of the immune relevant gene signature and the biomarkers of immunotherapy, we may infer there were more dysfunctional CD8 T cells in the high-CMsPI group, and the patients of this group were less sensitive to immunotherapy. A nomogram was constructed, and the concordance index was 0.77 (95% CI: 0.74-0.79). Three key signaling pathways were identified to facilitate tumor progression. The CMsPI can be regarded as a promising biomarker for predicting individual prognosis and assessing immunotherapy response in KIRC patients.

摘要

共刺激分子被认为是各种癌症免疫治疗中有前途和重要的靶点。本研究旨在确定肾透明细胞癌(KIRC)中的共刺激分子特征,以探讨预后意义、阐明免疫图谱并预测免疫治疗反应。从 TCGA 获得的所有 KIRC 样本按 7:3 的比例随机分为训练数据集和测试数据集。Cox 和最小绝对收缩和选择算子(LASSO)回归分析用于识别 7 个与预后相关的关键共刺激分子,并构建共刺激分子预后指数(CMsPI),该指数通过内部和外部数据集以及独立队列进行验证。高 CMsPI 组患者死亡率较高。突变分析显示最常见的突变基因和变异类型。免疫分析表明高 CMsPI 组 CD8 T 细胞浸润水平较高。结合免疫相关基因特征和免疫治疗标志物的分析,我们可以推断高 CMsPI 组中存在更多功能失调的 CD8 T 细胞,并且该组患者对免疫治疗的敏感性较低。构建了一个列线图,一致性指数为 0.77(95%CI:0.74-0.79)。确定了三个关键信号通路以促进肿瘤进展。CMsPI 可以作为预测 KIRC 患者个体预后和评估免疫治疗反应的有前途的生物标志物。

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