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Identification of prognostic alternative splicing signature in gastric cancer
BACKGROUND: Aberrant alternative splicing (AS) events could be viewed as prognostic indicators in a large number of malignancies. This study aims to identify prognostic AS events, illuminate the function of the splicing variants biomarkers and provide reliable evidence for formulating public health...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9131537/ https://www.ncbi.nlm.nih.gov/pubmed/35614517 http://dx.doi.org/10.1186/s13690-022-00894-3 |
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author | Wang, Zhiwu Wu, Qiong Liu, Yankun Li, Qingke Li, Jingwu |
author_facet | Wang, Zhiwu Wu, Qiong Liu, Yankun Li, Qingke Li, Jingwu |
author_sort | Wang, Zhiwu |
collection | PubMed |
description | BACKGROUND: Aberrant alternative splicing (AS) events could be viewed as prognostic indicators in a large number of malignancies. This study aims to identify prognostic AS events, illuminate the function of the splicing variants biomarkers and provide reliable evidence for formulating public health strategies for gastric cancer (GC) surveillance. METHODS: RNA-Seq data, clinical information and percent spliced in (PSI) values were available in The cancer genome atlas (TCGA) and TCGA SpliceSeq data portal. A three-step regression method was conducted to identify prognostic AS events and construct multi-AS-based signatures. The associations between prognostic AS events and splicing factors were also investigated. RESULTS: We identified a total of 1,318 survival-related AS events in GC, parent genes of which were implicated in numerous oncogenic pathways. The final prognostic signatures stratified by seven types of AS events or not stratified performed well in risk prediction for GC patients. Moreover, five signatures based on AA, AD, AT, ES and RI events function as independent prognostic indicators after multivariate adjustment of other clinical variables. Splicing network also showed marked correlation between the expression of splicing factors and PSI value of AS events in GC patients. CONCLUSION: Our findings provide a landscape of AS events and regulatory network in GC, indicating that AS events might serve as prognostic biomarkers and therapeutic targets for GC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13690-022-00894-3. |
format | Online Article Text |
id | pubmed-9131537 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-91315372022-05-26 Identification of prognostic alternative splicing signature in gastric cancer Wang, Zhiwu Wu, Qiong Liu, Yankun Li, Qingke Li, Jingwu Arch Public Health Research BACKGROUND: Aberrant alternative splicing (AS) events could be viewed as prognostic indicators in a large number of malignancies. This study aims to identify prognostic AS events, illuminate the function of the splicing variants biomarkers and provide reliable evidence for formulating public health strategies for gastric cancer (GC) surveillance. METHODS: RNA-Seq data, clinical information and percent spliced in (PSI) values were available in The cancer genome atlas (TCGA) and TCGA SpliceSeq data portal. A three-step regression method was conducted to identify prognostic AS events and construct multi-AS-based signatures. The associations between prognostic AS events and splicing factors were also investigated. RESULTS: We identified a total of 1,318 survival-related AS events in GC, parent genes of which were implicated in numerous oncogenic pathways. The final prognostic signatures stratified by seven types of AS events or not stratified performed well in risk prediction for GC patients. Moreover, five signatures based on AA, AD, AT, ES and RI events function as independent prognostic indicators after multivariate adjustment of other clinical variables. Splicing network also showed marked correlation between the expression of splicing factors and PSI value of AS events in GC patients. CONCLUSION: Our findings provide a landscape of AS events and regulatory network in GC, indicating that AS events might serve as prognostic biomarkers and therapeutic targets for GC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13690-022-00894-3. BioMed Central 2022-05-25 /pmc/articles/PMC9131537/ /pubmed/35614517 http://dx.doi.org/10.1186/s13690-022-00894-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Wang, Zhiwu Wu, Qiong Liu, Yankun Li, Qingke Li, Jingwu Identification of prognostic alternative splicing signature in gastric cancer |
title | Identification of prognostic alternative splicing signature in gastric cancer |
title_full | Identification of prognostic alternative splicing signature in gastric cancer |
title_fullStr | Identification of prognostic alternative splicing signature in gastric cancer |
title_full_unstemmed | Identification of prognostic alternative splicing signature in gastric cancer |
title_short | Identification of prognostic alternative splicing signature in gastric cancer |
title_sort | identification of prognostic alternative splicing signature in gastric cancer |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9131537/ https://www.ncbi.nlm.nih.gov/pubmed/35614517 http://dx.doi.org/10.1186/s13690-022-00894-3 |
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