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Systematic profiling of a novel prognostic alternative splicing signature in hepatocellular carcinoma
Alternative splicing (AS) is a pervasive and vital mechanism involved in the progression of cancer by expanding genomic encoding capacity and increasing protein complexity. However, the systematic analysis of AS in hepatocellular carcinoma (HCC) is lacking and urgently required. In the present study...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
D.A. Spandidos
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6826324/ https://www.ncbi.nlm.nih.gov/pubmed/31578577 http://dx.doi.org/10.3892/or.2019.7342 |
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author | Zhang, Dong Duan, Yi Wang, Zhe Lin, Jie |
author_facet | Zhang, Dong Duan, Yi Wang, Zhe Lin, Jie |
author_sort | Zhang, Dong |
collection | PubMed |
description | Alternative splicing (AS) is a pervasive and vital mechanism involved in the progression of cancer by expanding genomic encoding capacity and increasing protein complexity. However, the systematic analysis of AS in hepatocellular carcinoma (HCC) is lacking and urgently required. In the present study, genome-wide AS events with corresponding clinical information were profiled in 290 patients with HCC from the Cancer Genome Atlas and SpliceSeq software. Functional enrichment analyses revealed the pivotal biological process of AS regulation. Univariate Cox regression analyses were performed, followed by stepwise forward multivariate analysis to develop the prognostic signatures. Spearman's correlation analyses were also used to construct potential regulatory network between the AS events and aberrant splicing factors. A total of 34,163 AS events were detected, among which 1,805 AS events from 1,314 parent genes were significantly associated with the overall survival (OS) of patients with HCC, and their parent genes serve crucial roles in HCC-related oncogenic processes, including the p53 signaling pathway, AMPK signaling pathway and HIF-1 signaling pathway. A prognostic AS signature was established that was found to be an independent prognostic factor for OS in stratified cohorts, harboring a noteworthy ability to distinguish between the distinct prognoses of patients with HCC (high-risk vs. low-risk, 827 vs. 3,125 days, P<2e-16). Time-dependent receiver-operator characteristic curves confirmed its robustness and clinical efficacy, with the area under the curves maintained >0.9 for short-term and long-term prognosis prediction. The splicing correlation network suggested a trend in the interactions between splicing factors and prognostic AS events, further revealing the underlying mechanism of AS in the oncogenesis of HCC. In conclusion, the present study provides a comprehensive portrait of global splicing alterations involved in the progression and HCC in addition to valuable prognostic factors for patients, which may represent as underappreciated hallmark and provide novel clues of therapeutic targets in HCC. |
format | Online Article Text |
id | pubmed-6826324 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | D.A. Spandidos |
record_format | MEDLINE/PubMed |
spelling | pubmed-68263242019-11-05 Systematic profiling of a novel prognostic alternative splicing signature in hepatocellular carcinoma Zhang, Dong Duan, Yi Wang, Zhe Lin, Jie Oncol Rep Articles Alternative splicing (AS) is a pervasive and vital mechanism involved in the progression of cancer by expanding genomic encoding capacity and increasing protein complexity. However, the systematic analysis of AS in hepatocellular carcinoma (HCC) is lacking and urgently required. In the present study, genome-wide AS events with corresponding clinical information were profiled in 290 patients with HCC from the Cancer Genome Atlas and SpliceSeq software. Functional enrichment analyses revealed the pivotal biological process of AS regulation. Univariate Cox regression analyses were performed, followed by stepwise forward multivariate analysis to develop the prognostic signatures. Spearman's correlation analyses were also used to construct potential regulatory network between the AS events and aberrant splicing factors. A total of 34,163 AS events were detected, among which 1,805 AS events from 1,314 parent genes were significantly associated with the overall survival (OS) of patients with HCC, and their parent genes serve crucial roles in HCC-related oncogenic processes, including the p53 signaling pathway, AMPK signaling pathway and HIF-1 signaling pathway. A prognostic AS signature was established that was found to be an independent prognostic factor for OS in stratified cohorts, harboring a noteworthy ability to distinguish between the distinct prognoses of patients with HCC (high-risk vs. low-risk, 827 vs. 3,125 days, P<2e-16). Time-dependent receiver-operator characteristic curves confirmed its robustness and clinical efficacy, with the area under the curves maintained >0.9 for short-term and long-term prognosis prediction. The splicing correlation network suggested a trend in the interactions between splicing factors and prognostic AS events, further revealing the underlying mechanism of AS in the oncogenesis of HCC. In conclusion, the present study provides a comprehensive portrait of global splicing alterations involved in the progression and HCC in addition to valuable prognostic factors for patients, which may represent as underappreciated hallmark and provide novel clues of therapeutic targets in HCC. D.A. Spandidos 2019-12 2019-09-27 /pmc/articles/PMC6826324/ /pubmed/31578577 http://dx.doi.org/10.3892/or.2019.7342 Text en Copyright: © Zhang et al. This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made. |
spellingShingle | Articles Zhang, Dong Duan, Yi Wang, Zhe Lin, Jie Systematic profiling of a novel prognostic alternative splicing signature in hepatocellular carcinoma |
title | Systematic profiling of a novel prognostic alternative splicing signature in hepatocellular carcinoma |
title_full | Systematic profiling of a novel prognostic alternative splicing signature in hepatocellular carcinoma |
title_fullStr | Systematic profiling of a novel prognostic alternative splicing signature in hepatocellular carcinoma |
title_full_unstemmed | Systematic profiling of a novel prognostic alternative splicing signature in hepatocellular carcinoma |
title_short | Systematic profiling of a novel prognostic alternative splicing signature in hepatocellular carcinoma |
title_sort | systematic profiling of a novel prognostic alternative splicing signature in hepatocellular carcinoma |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6826324/ https://www.ncbi.nlm.nih.gov/pubmed/31578577 http://dx.doi.org/10.3892/or.2019.7342 |
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