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食管癌中的预后性可变剪接特征及潜在调控网络

Prognostic alternative splicing signatures and underlying regulatory network in esophageal carcinoma.

作者信息

Xie Zu-Cheng, Wu Hua-Yu, Ma Fu-Chao, Dang Yi-Wu, Peng Zhi-Gang, Zhou Hua-Fu, Chen Gang

机构信息

Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical University 6 Shuangyong Road, Nanning 530021, Guangxi Zhuang Autonomous Region, P. R. China.

Department of Cell Biology and Genetics, School of Pre-Clinical Medicine, Guangxi Medical University 22 Shuangyong Road, Nanning 530021, Guangxi Zhuang Autonomous Region, P. R. China.

出版信息

Am J Transl Res. 2019 Jul 15;11(7):4010-4028. eCollection 2019.

Abstract

Alternative splicing (AS) has been widely reported to play an important role in cancers, including esophageal carcinoma (ESCA). However, no study has comprehensively investigated the clinical use of combination of prognostic AS events and clinicopathological parameters. Therefore, we collected 165 ESCA patients including 83 esophageal adenocarcinoma (EAC) and 82 esophageal squamous cell carcinoma (ESCC) patients from The Cancer Genome Atlas to explore the survival rate associated with seven types of AS events. Prognostic predictors for the clinical outcomes of ESCA patients were built. Predictive prognosis models of the alternative acceptor site in ESCA (area under the curve [AUC] = 0.83), alternative donor site in EAC (AUC = 0.99), and alternative terminator site in ESCC (AUC = 0.974) showed the best predictive efficacy. A novel combined prognostic model of AS events and clinicopathological parameters in ESCA was also constructed. Combined prognostic models of ESCA all showed better predictive efficacy than independent AS models or clinicopathological parameters model. Through constructing splicing regulatory network, the expression of AS factor was found to be negatively correlated with the most favorable AS events. Moreover, gene amplification, mutation, and copy number variation of AS genes were commonly observed, which may indicate the molecular mechanism of how the AS events influence survival. Conclusively, the constructed prognostic models based on AS events, especially the combined prognostic models of AS signatures and clinicopathological parameters could be used to predict the outcome of ESCA patients. Moreover, the splicing regulatory network and genomic alteration in ESCA could be used for illuminating the potential molecular mechanism.

摘要

可变剪接(AS)在包括食管癌(ESCA)在内的多种癌症中发挥重要作用,这已被广泛报道。然而,尚无研究全面探究预后性AS事件与临床病理参数联合应用的临床价值。因此,我们从癌症基因组图谱(The Cancer Genome Atlas)中收集了165例ESCA患者,其中包括83例食管腺癌(EAC)和82例食管鳞状细胞癌(ESCC)患者,以探索与七种AS事件相关的生存率。构建了ESCA患者临床结局的预后预测模型。ESCA中可变受体位点(曲线下面积[AUC]=0.83)、EAC中可变供体位点(AUC = 0.99)以及ESCC中可变终止位点(AUC = 0.974)的预测预后模型显示出最佳的预测效能。还构建了一种ESCA中AS事件与临床病理参数的新型联合预后模型。ESCA的联合预后模型均显示出比独立的AS模型或临床病理参数模型更好的预测效能。通过构建剪接调控网络,发现AS因子的表达与最有利的AS事件呈负相关。此外,常见AS基因的基因扩增、突变和拷贝数变异,这可能表明AS事件影响生存的分子机制。总之,基于AS事件构建的预后模型,尤其是AS特征与临床病理参数的联合预后模型,可用于预测ESCA患者的预后。此外,ESCA中的剪接调控网络和基因组改变可用于阐明潜在的分子机制。

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