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Genome-Wide Profiling of Prognostic Alternative Splicing Pattern in Pancreatic Cancer
Alternative splicing (AS) has a critical role in tumor progression and prognosis. Our study aimed to investigate pancreatic cancer-specific AS events using RNA-seq data, gaining systematic insights into potential prognostic predictors. We downloaded 10,623 genes with 45,313 pancreatic cancer-specifi...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6736558/ https://www.ncbi.nlm.nih.gov/pubmed/31552163 http://dx.doi.org/10.3389/fonc.2019.00773 |
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author | Yu, Min Hong, Weifeng Ruan, Shiye Guan, Renguo Tu, Lei Huang, Bowen Hou, Baohua Jian, Zhixiang Ma, Liheng Jin, Haosheng |
author_facet | Yu, Min Hong, Weifeng Ruan, Shiye Guan, Renguo Tu, Lei Huang, Bowen Hou, Baohua Jian, Zhixiang Ma, Liheng Jin, Haosheng |
author_sort | Yu, Min |
collection | PubMed |
description | Alternative splicing (AS) has a critical role in tumor progression and prognosis. Our study aimed to investigate pancreatic cancer-specific AS events using RNA-seq data, gaining systematic insights into potential prognostic predictors. We downloaded 10,623 genes with 45,313 pancreatic cancer-specific AS events from the Cancer Genome Atlas (TCGA) and SpliceSeq database. Cox univariate analyses of overall survival suggested there was a remarkable association between 6,711 AS events and overall survival in pancreatic cancer patients (P < 0.05). The area under the curves (AUC) of the receiver operator characteristic curves (ROC) of risk score was 0.89 for final prognostic predictor. Results indicated that AS events of DAZAP1, RBM4, ESRP1, QKI, and SF1 were significantly associated with overall survival. The results of FunRich showed that transcription factors KLF7, GABPA, and SP1 were the most highly related to survival-associated AS genes. Furthermore, using DriverDBv2, we identified 13 driver genes associated with survival-associated AS events, including TP53 and CDC27. Thus, we concluded that the aberrant AS patterns in pancreatic cancer patients might serve as prognostic predictors. |
format | Online Article Text |
id | pubmed-6736558 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-67365582019-09-24 Genome-Wide Profiling of Prognostic Alternative Splicing Pattern in Pancreatic Cancer Yu, Min Hong, Weifeng Ruan, Shiye Guan, Renguo Tu, Lei Huang, Bowen Hou, Baohua Jian, Zhixiang Ma, Liheng Jin, Haosheng Front Oncol Oncology Alternative splicing (AS) has a critical role in tumor progression and prognosis. Our study aimed to investigate pancreatic cancer-specific AS events using RNA-seq data, gaining systematic insights into potential prognostic predictors. We downloaded 10,623 genes with 45,313 pancreatic cancer-specific AS events from the Cancer Genome Atlas (TCGA) and SpliceSeq database. Cox univariate analyses of overall survival suggested there was a remarkable association between 6,711 AS events and overall survival in pancreatic cancer patients (P < 0.05). The area under the curves (AUC) of the receiver operator characteristic curves (ROC) of risk score was 0.89 for final prognostic predictor. Results indicated that AS events of DAZAP1, RBM4, ESRP1, QKI, and SF1 were significantly associated with overall survival. The results of FunRich showed that transcription factors KLF7, GABPA, and SP1 were the most highly related to survival-associated AS genes. Furthermore, using DriverDBv2, we identified 13 driver genes associated with survival-associated AS events, including TP53 and CDC27. Thus, we concluded that the aberrant AS patterns in pancreatic cancer patients might serve as prognostic predictors. Frontiers Media S.A. 2019-08-27 /pmc/articles/PMC6736558/ /pubmed/31552163 http://dx.doi.org/10.3389/fonc.2019.00773 Text en Copyright © 2019 Yu, Hong, Ruan, Guan, Tu, Huang, Hou, Jian, Ma and Jin. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Yu, Min Hong, Weifeng Ruan, Shiye Guan, Renguo Tu, Lei Huang, Bowen Hou, Baohua Jian, Zhixiang Ma, Liheng Jin, Haosheng Genome-Wide Profiling of Prognostic Alternative Splicing Pattern in Pancreatic Cancer |
title | Genome-Wide Profiling of Prognostic Alternative Splicing Pattern in Pancreatic Cancer |
title_full | Genome-Wide Profiling of Prognostic Alternative Splicing Pattern in Pancreatic Cancer |
title_fullStr | Genome-Wide Profiling of Prognostic Alternative Splicing Pattern in Pancreatic Cancer |
title_full_unstemmed | Genome-Wide Profiling of Prognostic Alternative Splicing Pattern in Pancreatic Cancer |
title_short | Genome-Wide Profiling of Prognostic Alternative Splicing Pattern in Pancreatic Cancer |
title_sort | genome-wide profiling of prognostic alternative splicing pattern in pancreatic cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6736558/ https://www.ncbi.nlm.nih.gov/pubmed/31552163 http://dx.doi.org/10.3389/fonc.2019.00773 |
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