Alternative splicing events are prognostic in hepatocellular carcinoma

被引:30
|
作者
Chen, Qi-Feng [1 ,2 ,3 ]
Li, Wang [1 ]
Wu, Peihong [1 ]
Shen, Lujun [1 ,2 ,3 ]
Huang, Zi-Lin [1 ]
机构
[1] Sun Yat Sen Univ, Dept Med Imaging & Intervent Radiol, Canc Ctr, Guangzhou 510060, Guangdong, Peoples R China
[2] State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
[3] Collaborat Innovat Ctr Canc Med, Guangzhou 510060, Guangdong, Peoples R China
来源
AGING-US | 2019年 / 11卷 / 13期
基金
中国国家自然科学基金;
关键词
alternative splicing; hepatocellular carcinoma; prognosis; consensus cluster; TCGA; REGULATOR; SIGNATURE; SURVIVAL;
D O I
10.18632/aging.102085
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Alternative splicing events (ASEs) play a role in cancer development and progression. We investigated whether ASEs are prognostic for overall survival (OS) in hepatocellular carcinoma (HCC). RNA sequencing data was obtained for 343 patients included in The Cancer Genome Atlas. Matched splicing event data for these patients was then obtained from the TCGASpliceSeq database, which includes data for seven types of ASEs. Univariate and multivariate Cox regression analysis demonstrated that 3,814 OS-associated splicing events (OS-SEs) were correlated with OS. Prognostic indices were developed based on the most significant OS-SEs. The prognostic index based on all seven types of ASEs (PI-ALL) demonstrated superior efficacy in predicting OS of HCC patients at 2,000 days compared to those based on single ASE types. Patients were stratified into two risk groups (high and low) based on the median prognostic index. Kaplan-Meier survival analysis demonstrated that PI-ALL had the greatest capacity to distinguish between patients with favorable vs. poor outcomes. Finally, univariate Cox regression analysis demonstrated that the expression of 23 splicing factors was correlated with OS-SEs in the HCC cohort. Our data indicate that a prognostic index based on ASEs is prognostic for OS in HCC.
引用
收藏
页码:4720 / 4735
页数:16
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