免疫疗法
肿瘤微环境
肾透明细胞癌
免疫系统
肾细胞癌
药物基因组学
RNA剪接
生物
索拉非尼
肿瘤科
癌症研究
计算生物学
医学
生物信息学
免疫学
核糖核酸
遗传学
基因
肝细胞癌
作者
Weimin Zhong,Yulong Wu,Maoshu Zhu,Hongbin Zhong,Chaoqun Huang,Yao Lin,Jiyi Huang
标识
DOI:10.1016/j.omtn.2022.01.014
摘要
Two major posttranscriptional mechanisms-alternative splicing (AS) and alternative polyadenylation (APA)-have attracted much attention in cancer research. Nevertheless, their roles in clear cell renal carcinoma (ccRCC) are still ill defined. Herein, this study was conducted to uncover the implications of AS and APA events in ccRCC progression. Through consensus molecular clustering analysis, two AS or APA RNA processing phenotypes were separately constructed with distinct prognosis, tumor-infiltrating immune cells, responses to immunotherapy, and chemotherapy. The AS or APA score was constructed to quantify AS or APA RNA processing patterns of individual ccRCCs with principal-component analysis. Both high AS and APA scores were characterized by undesirable survival outcomes, relatively high response to immunotherapy, and low sensitivity to targeted drugs, such as sorafenib and pazopanib. Moreover, several small molecular compounds were predicted for patients with a high AS or APA score. There was a positive correlation between AS and APA scores. Their interplay contributed to poor prognosis and reshaped the tumor immune microenvironment. Collectively, this study is the first to comprehensively analyze two major posttranscriptional events in ccRCC. Our findings uncovered the potential functions of AS and APA events and identified their therapeutic potential in immunotherapy and targeted therapy.
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