Cargando…
Integrated multi-omics analysis of the clinical relevance and potential regulatory mechanisms of splicing factors in hepatocellular carcinoma
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-om...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8806902/ https://www.ncbi.nlm.nih.gov/pubmed/34288818 http://dx.doi.org/10.1080/21655979.2021.1948949 |
_version_ | 1784643569224515584 |
---|---|
author | Zhao, Yu-jia Wu, Lin-Yong Pang, Jin-shu Liao, Wei Chen, Yu-ji He, Yun Yang, Hong |
author_facet | Zhao, Yu-jia Wu, Lin-Yong Pang, Jin-shu Liao, Wei Chen, Yu-ji He, Yun Yang, Hong |
author_sort | Zhao, Yu-jia |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8806902 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-88069022022-02-02 Integrated multi-omics analysis of the clinical relevance and potential regulatory mechanisms of splicing factors in hepatocellular carcinoma Zhao, Yu-jia Wu, Lin-Yong Pang, Jin-shu Liao, Wei Chen, Yu-ji He, Yun Yang, Hong Bioengineered Research Paper 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. Taylor & Francis 2021-07-21 /pmc/articles/PMC8806902/ /pubmed/34288818 http://dx.doi.org/10.1080/21655979.2021.1948949 Text en © 2021 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Paper Zhao, Yu-jia Wu, Lin-Yong Pang, Jin-shu Liao, Wei Chen, Yu-ji He, Yun Yang, Hong Integrated multi-omics analysis of the clinical relevance and potential regulatory mechanisms of splicing factors in hepatocellular carcinoma |
title | Integrated multi-omics analysis of the clinical relevance and potential regulatory mechanisms of splicing factors in hepatocellular carcinoma |
title_full | Integrated multi-omics analysis of the clinical relevance and potential regulatory mechanisms of splicing factors in hepatocellular carcinoma |
title_fullStr | Integrated multi-omics analysis of the clinical relevance and potential regulatory mechanisms of splicing factors in hepatocellular carcinoma |
title_full_unstemmed | Integrated multi-omics analysis of the clinical relevance and potential regulatory mechanisms of splicing factors in hepatocellular carcinoma |
title_short | Integrated multi-omics analysis of the clinical relevance and potential regulatory mechanisms of splicing factors in hepatocellular carcinoma |
title_sort | integrated multi-omics analysis of the clinical relevance and potential regulatory mechanisms of splicing factors in hepatocellular carcinoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8806902/ https://www.ncbi.nlm.nih.gov/pubmed/34288818 http://dx.doi.org/10.1080/21655979.2021.1948949 |
work_keys_str_mv | AT zhaoyujia integratedmultiomicsanalysisoftheclinicalrelevanceandpotentialregulatorymechanismsofsplicingfactorsinhepatocellularcarcinoma AT wulinyong integratedmultiomicsanalysisoftheclinicalrelevanceandpotentialregulatorymechanismsofsplicingfactorsinhepatocellularcarcinoma AT pangjinshu integratedmultiomicsanalysisoftheclinicalrelevanceandpotentialregulatorymechanismsofsplicingfactorsinhepatocellularcarcinoma AT liaowei integratedmultiomicsanalysisoftheclinicalrelevanceandpotentialregulatorymechanismsofsplicingfactorsinhepatocellularcarcinoma AT chenyuji integratedmultiomicsanalysisoftheclinicalrelevanceandpotentialregulatorymechanismsofsplicingfactorsinhepatocellularcarcinoma AT heyun integratedmultiomicsanalysisoftheclinicalrelevanceandpotentialregulatorymechanismsofsplicingfactorsinhepatocellularcarcinoma AT yanghong integratedmultiomicsanalysisoftheclinicalrelevanceandpotentialregulatorymechanismsofsplicingfactorsinhepatocellularcarcinoma |