Integrated multi-omics analysis of the clinical relevance and potential regulatory mechanisms of splicing factors in hepatocellular carcinoma

被引:7
|
作者
Zhao, Yu-jia [1 ]
Wu, Lin-Yong [1 ]
Pang, Jin-shu [1 ]
Liao, Wei [1 ]
Chen, Yu-ji [1 ]
He, Yun [1 ]
Yang, Hong [1 ]
机构
[1] Guangxi Med Univ, Dept Med Ultrason, Affiliated Hosp 1, Nanning 530021, Guangxi Zhuang, Peoples R China
基金
中国国家自然科学基金;
关键词
Splicing factors; hepatocellular carcinoma; multi-omics; alternative splicing events; MOLECULAR CHAPERONE; R PACKAGE; CANCER; EXPRESSION; HSP27; DISCOVERY; DRIVER; GENES; TOOL;
D O I
10.1080/21655979.2021.1948949
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Splicing factors (SFs) have been increasingly documented to perturb the genome of cancers. However, little is known about the alterations of SFs in hepatocellular carcinoma (HCC). This study comprehensively delineated the genomic and epigenomic characteristics of 404 SFs in HCC based on the multi-omics data from the Cancer Genome Atlas database. The analysis revealed several clinically relevant SFs that could be effective biomarkers for monitoring the onset and prognosis of HCC (such as, HSPB1, DDX39A, and NELFE, which were the three most significant clinically relevant SFs). Functional enrichment analysis of these indicators showed the enrichment of pathways related to splicing and mRNA processes. Furthermore, the study found that SF copy number variation is common in HCC and could be a typical characteristic of hepato-carcinogenesis; the complex expression regulation of SFs was significantly affected by copy number variant and methylation. Several SFs with significant mutation patterns were identified (such as, RNF213, SF3B1, SPEN, NOVA1, and EEF1A1), and the potential regulatory network of SFs was constructed to identify their potential mechanisms for regulating clinically relevant alternative splicing events. Therefore, this study established a foundation to uncover the broad molecular spectrum of SFs for future functional and therapeutic studies of HCC.
引用
收藏
页码:3978 / 3992
页数:15
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