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与透明细胞肾细胞癌肿瘤免疫微环境相关的预后性可变剪接事件的系统探索。

Systematic exploration of prognostic alternative splicing events related to tumor immune microenvironment of Clear Cell Renal Cell Carcinoma.

作者信息

Wu Hongwei, Zhou Yuchuan, Wang Xi, Tang Chunhan, Yang Fang, Xu Ke, Ren Tao

机构信息

Clinical Medical College, Chengdu Medical College, Chengdu, China.

Department of Oncology, The First Affiliated Hospital of Chengdu Medical College, Chengdu, China.

出版信息

Cancer Biomark. 2025 Mar;42(3):18758592251317402. doi: 10.1177/18758592251317402. Epub 2025 Apr 2.

Abstract

BackgroundPathologically, clear cell renal cell carcinoma (ccRCC) is the most common type of renal carcinoma, with high heterogeneity and poor prognosis. There is increasing evidence that alternative splicing (AS) is involved in tumor evolution and tumor immune microenvironment (TIME). However, studies on the exploration of AS events and TIME in ccRCC are still few but needed.MethodsThe transcriptional data and clinicopathological information of patients with ccRCC in The Cancer Genome Atlas (TCGA) database were extracted completely. Patients were grouped according to the ESTIMATE algorithm and differentially expressed AS events (DEASs) were identified. The relationship between AS events and features of TIME were investigated by functional enrichment analysis and unsupervised consensus analysis. Finally, hub splicing factors (SFs) was identified by the regulatory network of survival-related AS events and intersection SFs, and its biological function was further verified in vitro.ResultsIn total, the data of 515 patients with ccRCC were extracted and analyzed. Patients with low immune-score presented longer overall survival (OS) than high immune-score. 861 AS events were identified as DEASs, and they were enriched in immune-related pathways. 3 AS-based clusters were identified and found to have different prognoses and unique immune features. Finally, MBNL1 was identified as a hub SF, and it was shown to inhibit proliferation and metastasis, promote apoptosis, and block cells in G2/M phase in 786O and A498 cells. Mechanistically, MBNL1 regulates QKI expression through AS.ConclusionThe prognostic risk model constructed base on immune-related AS events has good predictive ability for ccRCC. The hub SF MBNL1 identied in the present study could inhibit the progression of ccRCC. This effect is likely due to the regulation of QKI expression through AS.

摘要

背景

在病理学上,透明细胞肾细胞癌(ccRCC)是最常见的肾癌类型,具有高度异质性和较差的预后。越来越多的证据表明,可变剪接(AS)参与肿瘤进展和肿瘤免疫微环境(TIME)。然而,关于ccRCC中AS事件与TIME的探索研究仍然较少但很有必要。

方法

完整提取癌症基因组图谱(TCGA)数据库中ccRCC患者的转录数据和临床病理信息。根据ESTIMATE算法对患者进行分组,并识别差异表达的AS事件(DEASs)。通过功能富集分析和无监督一致性分析研究AS事件与TIME特征之间的关系。最后,通过生存相关AS事件的调控网络和交集剪接因子(SFs)识别枢纽剪接因子,并在体外进一步验证其生物学功能。

结果

总共提取并分析了515例ccRCC患者的数据。免疫评分低的患者总生存期(OS)比免疫评分高的患者长。861个AS事件被鉴定为DEASs,它们富集于免疫相关途径。识别出3个基于AS的聚类,发现它们具有不同的预后和独特的免疫特征。最后,MBNL1被鉴定为枢纽SF,并且在786O和A498细胞中显示出抑制增殖和转移、促进凋亡以及使细胞阻滞在G2/M期的作用。机制上,MBNL1通过AS调节QKI表达。

结论

基于免疫相关AS事件构建的预后风险模型对ccRCC具有良好的预测能力。本研究中鉴定出的枢纽SF MBNL1可以抑制ccRCC的进展。这种作用可能是由于通过AS调节QKI表达所致。

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