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一种与共刺激分子相关的特征用于评估透明细胞肾细胞癌的预后和免疫特征

A costimulatory molecule-related signature in regard to evaluation of prognosis and immune features for clear cell renal cell carcinoma.

作者信息

Hua Xiaoliang, Ge Shengdong, Zhang Jiong, Xiao Haibing, Tai Sheng, Yang Cheng, Zhang Li, Liang Chaozhao

机构信息

Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, China.

Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, China.

出版信息

Cell Death Discov. 2021 Sep 18;7(1):252. doi: 10.1038/s41420-021-00646-2.

Abstract

Costimulatory molecules have been proven to enhance antitumor immune responses, but their roles in clear cell renal cell carcinoma (ccRCC) remain unexplored. In this study, we aimed to explore the gene expression profiles of costimulatory molecule genes in ccRCC and construct a prognostic signature to improve treatment decision-making and clinical outcomes. We performed the first comprehensive analysis of costimulatory molecules in patients with ccRCC and identified 13 costimulatory molecule genes with prognostic values and diagnostic values. Consensus clustering analysis based on these 13 costimulatory molecular genes showed different distribution patterns and prognostic differences for the two clusters identified. Then, a costimulatory molecule-related signature was constructed based on these 13 costimulatory molecular genes, and validated in an external dataset, showing good performance for predicting a patient's prognosis. The signature was an independent risk factor for ccRCC patients and was significantly correlated with patients' clinical factors, which could be used as a complement for clinical factors. In addition, the signature was associated with the tumor immune microenvironment and the response to immunotherapy. Patients identified as high-risk based on our signature exhibited a high mutation frequency, a high level of immune cell infiltration, and an immunosuppressive microenvironment. High-risk patients tended to have high cytolytic activity scores and immunophenoscore of CTLA4 and PD1/PD-L1/PD-L2 blocker than low-risk patients, suggesting these patients may be more suitable for immunotherapy. Therefore, our signature could provide clinicians with prognosis predictions and help guide treatment for ccRCC patients.

摘要

共刺激分子已被证明可增强抗肿瘤免疫反应,但其在透明细胞肾细胞癌(ccRCC)中的作用仍未得到探索。在本研究中,我们旨在探索ccRCC中共刺激分子基因的表达谱,并构建一个预后特征以改善治疗决策和临床结果。我们对ccRCC患者的共刺激分子进行了首次全面分析,鉴定出13个具有预后价值和诊断价值的共刺激分子基因。基于这13个共刺激分子基因的共识聚类分析显示,所鉴定的两个聚类具有不同的分布模式和预后差异。然后,基于这13个共刺激分子基因构建了一个共刺激分子相关特征,并在外部数据集中进行了验证,显示出对预测患者预后的良好性能。该特征是ccRCC患者的独立危险因素,与患者的临床因素显著相关,可作为临床因素的补充。此外,该特征与肿瘤免疫微环境和免疫治疗反应相关。根据我们的特征被鉴定为高危的患者表现出高突变频率、高水平的免疫细胞浸润和免疫抑制微环境。高危患者的细胞溶解活性评分以及CTLA4和PD1/PD-L1/PD-L2阻断剂的免疫表型评分往往高于低危患者,这表明这些患者可能更适合免疫治疗。因此,我们的特征可为临床医生提供预后预测,并有助于指导ccRCC患者的治疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c19/8449780/77531a7f6975/41420_2021_646_Fig1_HTML.jpg

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