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Characterization of progression-related alternative splicing events in testicular germ cell tumors
Accumulating evidence supports the significance of aberrant alternative splicing (AS) events in cancer; however, genome-wide profiling of progression-free survival (PFS)-related AS events in testicular germ cell tumors (TGCT) has not been reported. Here, we analyzed high-throughput RNA-sequencing da...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer - Medknow
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8152425/ https://www.ncbi.nlm.nih.gov/pubmed/33037172 http://dx.doi.org/10.4103/aja.aja_30_20 |
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author | Zhang, Chuan-Jie Li, Zong-Tai Shen, Kan-Jie Chen, Lu Xu, Dan-Feng Gao, Yi |
author_facet | Zhang, Chuan-Jie Li, Zong-Tai Shen, Kan-Jie Chen, Lu Xu, Dan-Feng Gao, Yi |
author_sort | Zhang, Chuan-Jie |
collection | PubMed |
description | Accumulating evidence supports the significance of aberrant alternative splicing (AS) events in cancer; however, genome-wide profiling of progression-free survival (PFS)-related AS events in testicular germ cell tumors (TGCT) has not been reported. Here, we analyzed high-throughput RNA-sequencing data and percent-spliced-in values for 150 patients with TGCT. Using univariate and multivariate Cox regression analysis and a least absolute shrinkage and selection operator method, we identified the top 15 AS events most closely associated with disease progression. A risk-associated AS score (ASS) for the 15 AS events was calculated for each patient. ASS, pathological stage, and T stage were significantly associated with disease progression by univariate analysis, but only ASS and pathological stage remained significant by multivariate analysis. The ability of these variables to predict 5-year progression was assessed using receiver operating characteristic curve analysis. ASS had stronger predictive value than a combination of age, pathological stage, and T stage (area under the curve = 0.899 and 0.715, respectively). Furthermore, Kaplan–Meier analysis of patients with low and high ASS demonstrated that high ASS was associated with significantly worse PFS than low ASS (P = 1.46 × 10(−7)). We also analyzed the biological functions of the PFS-related AS-related genes and found enrichment in pathways associated with DNA repair and modification. Finally, we identified a regulatory network of splicing factors with expression levels that correlated significantly with AS events in TGCT. Collectively, this study identifies a novel method for risk stratification of patients and provides insight into the molecular events underlying TGCT. |
format | Online Article Text |
id | pubmed-8152425 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Wolters Kluwer - Medknow |
record_format | MEDLINE/PubMed |
spelling | pubmed-81524252021-06-02 Characterization of progression-related alternative splicing events in testicular germ cell tumors Zhang, Chuan-Jie Li, Zong-Tai Shen, Kan-Jie Chen, Lu Xu, Dan-Feng Gao, Yi Asian J Androl Original Article Accumulating evidence supports the significance of aberrant alternative splicing (AS) events in cancer; however, genome-wide profiling of progression-free survival (PFS)-related AS events in testicular germ cell tumors (TGCT) has not been reported. Here, we analyzed high-throughput RNA-sequencing data and percent-spliced-in values for 150 patients with TGCT. Using univariate and multivariate Cox regression analysis and a least absolute shrinkage and selection operator method, we identified the top 15 AS events most closely associated with disease progression. A risk-associated AS score (ASS) for the 15 AS events was calculated for each patient. ASS, pathological stage, and T stage were significantly associated with disease progression by univariate analysis, but only ASS and pathological stage remained significant by multivariate analysis. The ability of these variables to predict 5-year progression was assessed using receiver operating characteristic curve analysis. ASS had stronger predictive value than a combination of age, pathological stage, and T stage (area under the curve = 0.899 and 0.715, respectively). Furthermore, Kaplan–Meier analysis of patients with low and high ASS demonstrated that high ASS was associated with significantly worse PFS than low ASS (P = 1.46 × 10(−7)). We also analyzed the biological functions of the PFS-related AS-related genes and found enrichment in pathways associated with DNA repair and modification. Finally, we identified a regulatory network of splicing factors with expression levels that correlated significantly with AS events in TGCT. Collectively, this study identifies a novel method for risk stratification of patients and provides insight into the molecular events underlying TGCT. Wolters Kluwer - Medknow 2020-10-02 /pmc/articles/PMC8152425/ /pubmed/33037172 http://dx.doi.org/10.4103/aja.aja_30_20 Text en Copyright: ©The Author(s)(2020) https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms. |
spellingShingle | Original Article Zhang, Chuan-Jie Li, Zong-Tai Shen, Kan-Jie Chen, Lu Xu, Dan-Feng Gao, Yi Characterization of progression-related alternative splicing events in testicular germ cell tumors |
title | Characterization of progression-related alternative splicing events in testicular germ cell tumors |
title_full | Characterization of progression-related alternative splicing events in testicular germ cell tumors |
title_fullStr | Characterization of progression-related alternative splicing events in testicular germ cell tumors |
title_full_unstemmed | Characterization of progression-related alternative splicing events in testicular germ cell tumors |
title_short | Characterization of progression-related alternative splicing events in testicular germ cell tumors |
title_sort | characterization of progression-related alternative splicing events in testicular germ cell tumors |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8152425/ https://www.ncbi.nlm.nih.gov/pubmed/33037172 http://dx.doi.org/10.4103/aja.aja_30_20 |
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