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Systematic analysis of the function and prognostic value of RNA binding proteins in Colon Adenocarcinoma
Background: Abnormal expression of RNA-binding proteins (RBPs) is closely related to tumorigenesis, progression, and prognosis. This study performed systematic bioinformatic analysis of RBPs abnormally expressed in colon adenocarcinoma (COAD) using the Cancer Genome Atlas (TCGA) database to screen p...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8040719/ https://www.ncbi.nlm.nih.gov/pubmed/33854615 http://dx.doi.org/10.7150/jca.50407 |
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author | Qi, Xuewei Liu, Zeyu Zhang, Qiaoli Yang, Ming Wan, Yuxiang Huang, Jinchang Xu, Lin |
author_facet | Qi, Xuewei Liu, Zeyu Zhang, Qiaoli Yang, Ming Wan, Yuxiang Huang, Jinchang Xu, Lin |
author_sort | Qi, Xuewei |
collection | PubMed |
description | Background: Abnormal expression of RNA-binding proteins (RBPs) is closely related to tumorigenesis, progression, and prognosis. This study performed systematic bioinformatic analysis of RBPs abnormally expressed in colon adenocarcinoma (COAD) using the Cancer Genome Atlas (TCGA) database to screen prognostic markers and potential therapeutic targets. Methods: First, the gene expression data from COAD samples were used to screen out differentially expressed RBPs for functional enrichment analysis and to visualize interaction relationships. Second, RBPs that were significantly related to prognosis were screened through univariate and multivariate Cox regression analysis to construct a prognostic model. The prediction performance of the prognostic model was evaluated by survival analysis and receiver operating characteristic (ROC) curve analysis. It addition, it was verified in the test cohort. The Human Protein Atlas (HPA) online database was used to verify the expression levels of RBPs in the prognostic model. Results: The study identified 181 differentially expressed RBPs and analyzed their interaction and functional enrichment, which were mainly related to non-coding RNA processing, ribosome biogenesis, RNA metabolic processes, RNA phosphodiester bond hydrolysis, and alternative mRNA splicing. Five RBPs related to prognosis were used to construct a prognostic model, and its predictive ability was verified by the test cohort. ROC curve analysis showed that the prognostic model had good sensitivity and specificity. Independent prognostic analysis showed that risk scores could be used as independent prognostic factors for COAD. Conclusion: This study constructed a reliable prognostic model by analyzing COAD differentially expressed RBPs, facilitating the screening of COAD prognostic markers and therapeutic targets. |
format | Online Article Text |
id | pubmed-8040719 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-80407192021-04-13 Systematic analysis of the function and prognostic value of RNA binding proteins in Colon Adenocarcinoma Qi, Xuewei Liu, Zeyu Zhang, Qiaoli Yang, Ming Wan, Yuxiang Huang, Jinchang Xu, Lin J Cancer Research Paper Background: Abnormal expression of RNA-binding proteins (RBPs) is closely related to tumorigenesis, progression, and prognosis. This study performed systematic bioinformatic analysis of RBPs abnormally expressed in colon adenocarcinoma (COAD) using the Cancer Genome Atlas (TCGA) database to screen prognostic markers and potential therapeutic targets. Methods: First, the gene expression data from COAD samples were used to screen out differentially expressed RBPs for functional enrichment analysis and to visualize interaction relationships. Second, RBPs that were significantly related to prognosis were screened through univariate and multivariate Cox regression analysis to construct a prognostic model. The prediction performance of the prognostic model was evaluated by survival analysis and receiver operating characteristic (ROC) curve analysis. It addition, it was verified in the test cohort. The Human Protein Atlas (HPA) online database was used to verify the expression levels of RBPs in the prognostic model. Results: The study identified 181 differentially expressed RBPs and analyzed their interaction and functional enrichment, which were mainly related to non-coding RNA processing, ribosome biogenesis, RNA metabolic processes, RNA phosphodiester bond hydrolysis, and alternative mRNA splicing. Five RBPs related to prognosis were used to construct a prognostic model, and its predictive ability was verified by the test cohort. ROC curve analysis showed that the prognostic model had good sensitivity and specificity. Independent prognostic analysis showed that risk scores could be used as independent prognostic factors for COAD. Conclusion: This study constructed a reliable prognostic model by analyzing COAD differentially expressed RBPs, facilitating the screening of COAD prognostic markers and therapeutic targets. Ivyspring International Publisher 2021-03-05 /pmc/articles/PMC8040719/ /pubmed/33854615 http://dx.doi.org/10.7150/jca.50407 Text en © The author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Qi, Xuewei Liu, Zeyu Zhang, Qiaoli Yang, Ming Wan, Yuxiang Huang, Jinchang Xu, Lin Systematic analysis of the function and prognostic value of RNA binding proteins in Colon Adenocarcinoma |
title | Systematic analysis of the function and prognostic value of RNA binding proteins in Colon Adenocarcinoma |
title_full | Systematic analysis of the function and prognostic value of RNA binding proteins in Colon Adenocarcinoma |
title_fullStr | Systematic analysis of the function and prognostic value of RNA binding proteins in Colon Adenocarcinoma |
title_full_unstemmed | Systematic analysis of the function and prognostic value of RNA binding proteins in Colon Adenocarcinoma |
title_short | Systematic analysis of the function and prognostic value of RNA binding proteins in Colon Adenocarcinoma |
title_sort | systematic analysis of the function and prognostic value of rna binding proteins in colon adenocarcinoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8040719/ https://www.ncbi.nlm.nih.gov/pubmed/33854615 http://dx.doi.org/10.7150/jca.50407 |
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