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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...

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Autores principales: Yu, Min, Hong, Weifeng, Ruan, Shiye, Guan, Renguo, Tu, Lei, Huang, Bowen, Hou, Baohua, Jian, Zhixiang, Ma, Liheng, Jin, Haosheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
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.
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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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