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Construction and Validation of a Cell Cycle-Related Robust Prognostic Signature in Colon Cancer
Colon cancer is one of the most common cancers, great progress was taken place in the treatment of colon cancer, however, the prognostic assessment system remains lagging. Cell cycle plays a vital role in the whole procedure of cancers. In this study, we firstly identified cell cycle-related genes s...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7701219/ https://www.ncbi.nlm.nih.gov/pubmed/33304907 http://dx.doi.org/10.3389/fcell.2020.611222 |
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author | Zhang, Zhiyuan Chen, Jingwen Zhu, Shichao Zhu, Dexiang Xu, Jianmin He, Guodong |
author_facet | Zhang, Zhiyuan Chen, Jingwen Zhu, Shichao Zhu, Dexiang Xu, Jianmin He, Guodong |
author_sort | Zhang, Zhiyuan |
collection | PubMed |
description | Colon cancer is one of the most common cancers, great progress was taken place in the treatment of colon cancer, however, the prognostic assessment system remains lagging. Cell cycle plays a vital role in the whole procedure of cancers. In this study, we firstly identified cell cycle-related genes specific in colon cancer. Functional enrichment analysis proved our analysis reliable. Furthermore, we constructed a robust signature based on the cell cycle-related genes. The AUC of the signature to predict the overall survival was 0.808, 0.807, and 0.831 of AUC at 1, 3, and 5 years, respectively. Internal and external validation proved the signature efficient. The 9 genes involved in the signature also showed a great job in molecular subgrouping which indicated the significant value of the 9 genes for further experimental research. In conclusion, the present research provided a novel robust signature predicting the prognosis of colon cancer. |
format | Online Article Text |
id | pubmed-7701219 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77012192020-12-09 Construction and Validation of a Cell Cycle-Related Robust Prognostic Signature in Colon Cancer Zhang, Zhiyuan Chen, Jingwen Zhu, Shichao Zhu, Dexiang Xu, Jianmin He, Guodong Front Cell Dev Biol Cell and Developmental Biology Colon cancer is one of the most common cancers, great progress was taken place in the treatment of colon cancer, however, the prognostic assessment system remains lagging. Cell cycle plays a vital role in the whole procedure of cancers. In this study, we firstly identified cell cycle-related genes specific in colon cancer. Functional enrichment analysis proved our analysis reliable. Furthermore, we constructed a robust signature based on the cell cycle-related genes. The AUC of the signature to predict the overall survival was 0.808, 0.807, and 0.831 of AUC at 1, 3, and 5 years, respectively. Internal and external validation proved the signature efficient. The 9 genes involved in the signature also showed a great job in molecular subgrouping which indicated the significant value of the 9 genes for further experimental research. In conclusion, the present research provided a novel robust signature predicting the prognosis of colon cancer. Frontiers Media S.A. 2020-11-16 /pmc/articles/PMC7701219/ /pubmed/33304907 http://dx.doi.org/10.3389/fcell.2020.611222 Text en Copyright © 2020 Zhang, Chen, Zhu, Zhu, Xu and He. 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 | Cell and Developmental Biology Zhang, Zhiyuan Chen, Jingwen Zhu, Shichao Zhu, Dexiang Xu, Jianmin He, Guodong Construction and Validation of a Cell Cycle-Related Robust Prognostic Signature in Colon Cancer |
title | Construction and Validation of a Cell Cycle-Related Robust Prognostic Signature in Colon Cancer |
title_full | Construction and Validation of a Cell Cycle-Related Robust Prognostic Signature in Colon Cancer |
title_fullStr | Construction and Validation of a Cell Cycle-Related Robust Prognostic Signature in Colon Cancer |
title_full_unstemmed | Construction and Validation of a Cell Cycle-Related Robust Prognostic Signature in Colon Cancer |
title_short | Construction and Validation of a Cell Cycle-Related Robust Prognostic Signature in Colon Cancer |
title_sort | construction and validation of a cell cycle-related robust prognostic signature in colon cancer |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7701219/ https://www.ncbi.nlm.nih.gov/pubmed/33304907 http://dx.doi.org/10.3389/fcell.2020.611222 |
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