Analysis of Colorectal Cancer-Associated Alternative Splicing Based on Transcriptome

被引:9
|
作者
Zhang, Jiting [1 ]
Deng, Yulan [2 ]
Zuo, Yuanli [1 ]
Wang, Jin [3 ]
Zhao, Yun [1 ]
机构
[1] Sichuan Univ, Coll Life Sci, Minist Educ, Key Lab Bioresource & Ecoenvironm, 29 Wangjiang Rd, Chengdu 610064, Sichuan, Peoples R China
[2] Sichuan Univ, West China Hosp, Dept Thorac Surg, Chengdu, Sichuan, Peoples R China
[3] Sichuan Univ, State Natl Key Lab Biotherapy, Chengdu, Sichuan, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
colorectal cancer; alternative splicing; splicing factor; RNA-seq; TUMOR-SUPPRESSOR; PROGNOSIS; APOPTOSIS; FRAMEWORK; GROWTH; COLON;
D O I
10.1089/dna.2019.5111
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Colorectal cancer (CRC) is a severe risk to public health, and there is growing evidence that alternative splicing (AS) plays a crucial role in cancer. However, the AS biomarkers in CRC are seldom reported. In this study, we perform transcriptome analysis of colorectal samples for cancer-specific AS and transcriptomic alterations. We identify 1577 splice events in 885 genes, enriched in CRC-associated pathways and functions. In parallel, we find 10 splicing factors (SFs) with transcriptome variation or significant differential expression. Based on co-expression and binding motif, we construct an SF-AS regulatory network, revealing the association between cancer-specific AS and aberrant SF. Integrating The Cancer Genome Atlas and published sources, we observed that some recurrent AS is an indicator of poor prognosis. Through further experimental verification, we found that the AS of six genes showed significant differences between the tumor sample and the normal sample, and AS of TCF7, COL12A1, GK, and UBA1 can be used as new potential biomarkers in CRC. Our study provides an important analysis of CRC-associated AS, which could act as a starting point for future functional explorations, the development of biomarkers and AS-based target therapy.
引用
收藏
页码:16 / 24
页数:9
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