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Role of global aberrant alternative splicing events in papillary thyroid cancer prognosis
Background: Alternative splicing events have been increasingly reported for anomalous perturbations in various cancers, including papillary thyroid cancer (PTC). Methods: Integration analysis of RNA sequencing and clinical information were utilized to identify survival associated splicing events in...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6503875/ https://www.ncbi.nlm.nih.gov/pubmed/30986203 http://dx.doi.org/10.18632/aging.101902 |
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author | Lin, Peng He, Rong-quan Huang, Zhi-guang Zhang, Rui Wu, Hua-yu Shi, Lin Li, Xiao-jiao Li, Qing Chen, Gang Yang, Hong He, Yun |
author_facet | Lin, Peng He, Rong-quan Huang, Zhi-guang Zhang, Rui Wu, Hua-yu Shi, Lin Li, Xiao-jiao Li, Qing Chen, Gang Yang, Hong He, Yun |
author_sort | Lin, Peng |
collection | PubMed |
description | Background: Alternative splicing events have been increasingly reported for anomalous perturbations in various cancers, including papillary thyroid cancer (PTC). Methods: Integration analysis of RNA sequencing and clinical information were utilized to identify survival associated splicing events in PTC. Then, several prognosis-related splicing events were submitted to develop moderate predictors for survival monitoring by using least absolute shrinkage and selection operator model. In addition, several biomedical computational algorithms were conducted to identify pathways enriched by genes with prognostic splicing events and construct regulatory network dominated by splicing factors. Results: Survival analysis in 496 PTC patients indicated that TNM stage, tumor stage, distant metastasis and tumor status were significantly correlated with PTC patients' progression-free interval. 2799 splicing events were identified as prognostic molecular events. Functional enrichment analysis suggested that prognostic splicing events are associated with several energy metabolism-related processes. Based on these prognostic events, several prognostic signatures were developed. The final prognostic signature acted as an independent prognostic factor after adjusting for several clinical parameters. Interestingly, splicing regulatory network was constructed to display potential regulatory mechanisms of splicing events in PTC. Conclusions: Our analysis provides the status of splicing events involved in the progression and may represent an underappreciated hallmark of PTC. |
format | Online Article Text |
id | pubmed-6503875 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-65038752019-05-17 Role of global aberrant alternative splicing events in papillary thyroid cancer prognosis Lin, Peng He, Rong-quan Huang, Zhi-guang Zhang, Rui Wu, Hua-yu Shi, Lin Li, Xiao-jiao Li, Qing Chen, Gang Yang, Hong He, Yun Aging (Albany NY) Research Paper Background: Alternative splicing events have been increasingly reported for anomalous perturbations in various cancers, including papillary thyroid cancer (PTC). Methods: Integration analysis of RNA sequencing and clinical information were utilized to identify survival associated splicing events in PTC. Then, several prognosis-related splicing events were submitted to develop moderate predictors for survival monitoring by using least absolute shrinkage and selection operator model. In addition, several biomedical computational algorithms were conducted to identify pathways enriched by genes with prognostic splicing events and construct regulatory network dominated by splicing factors. Results: Survival analysis in 496 PTC patients indicated that TNM stage, tumor stage, distant metastasis and tumor status were significantly correlated with PTC patients' progression-free interval. 2799 splicing events were identified as prognostic molecular events. Functional enrichment analysis suggested that prognostic splicing events are associated with several energy metabolism-related processes. Based on these prognostic events, several prognostic signatures were developed. The final prognostic signature acted as an independent prognostic factor after adjusting for several clinical parameters. Interestingly, splicing regulatory network was constructed to display potential regulatory mechanisms of splicing events in PTC. Conclusions: Our analysis provides the status of splicing events involved in the progression and may represent an underappreciated hallmark of PTC. Impact Journals 2019-04-15 /pmc/articles/PMC6503875/ /pubmed/30986203 http://dx.doi.org/10.18632/aging.101902 Text en Copyright © 2019 Lin et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution (CC BY) 3.0 License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Paper Lin, Peng He, Rong-quan Huang, Zhi-guang Zhang, Rui Wu, Hua-yu Shi, Lin Li, Xiao-jiao Li, Qing Chen, Gang Yang, Hong He, Yun Role of global aberrant alternative splicing events in papillary thyroid cancer prognosis |
title | Role of global aberrant alternative splicing events in papillary thyroid cancer prognosis |
title_full | Role of global aberrant alternative splicing events in papillary thyroid cancer prognosis |
title_fullStr | Role of global aberrant alternative splicing events in papillary thyroid cancer prognosis |
title_full_unstemmed | Role of global aberrant alternative splicing events in papillary thyroid cancer prognosis |
title_short | Role of global aberrant alternative splicing events in papillary thyroid cancer prognosis |
title_sort | role of global aberrant alternative splicing events in papillary thyroid cancer prognosis |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6503875/ https://www.ncbi.nlm.nih.gov/pubmed/30986203 http://dx.doi.org/10.18632/aging.101902 |
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