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Pseudogenes and the associated ceRNA network as potential prognostic biomarkers for colorectal cancer

Colorectal cancer (CRC) is one of the most common and malignant carcinomas. Many long noncoding RNAs (lncRNAs) have been reported to play important roles in the tumorigenesis of CRC by influencing the expression of some mRNAs via competing endogenous RNA (ceRNA) networks and interacting with miRNAs....

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Autores principales: Li, Zhuoqi, Zhou, Jing, Gu, Liankun, Zhang, Baozhen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9588006/
https://www.ncbi.nlm.nih.gov/pubmed/36272991
http://dx.doi.org/10.1038/s41598-022-22768-y
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author Li, Zhuoqi
Zhou, Jing
Gu, Liankun
Zhang, Baozhen
author_facet Li, Zhuoqi
Zhou, Jing
Gu, Liankun
Zhang, Baozhen
author_sort Li, Zhuoqi
collection PubMed
description Colorectal cancer (CRC) is one of the most common and malignant carcinomas. Many long noncoding RNAs (lncRNAs) have been reported to play important roles in the tumorigenesis of CRC by influencing the expression of some mRNAs via competing endogenous RNA (ceRNA) networks and interacting with miRNAs. Pseudogene is one kind of lncRNA and can act as RNA sponges for miRNAs and regulate gene expression via ceRNA networks. However, there are few studies about pseudogenes in CRC. In this study, 31 differentially expressed (DE) pseudogenes, 17 DE miRNAs and 152 DE mRNAs were identified by analyzing the expression profiles of colon adenocarcinoma obtained from The Cancer Genome Atlas. A ceRNA network was constructed based on these RNAs. Kaplan–Meier analysis showed that 7 pseudogenes, 4 miRNAs and 30 mRNAs were significantly associated with overall survival. Then multivariate Cox regression analysis of the ceRNA-related DE pseudogenes was performed and a 5-pseudogene signature with the greatest prognostic value for CRC was identified. Moreover, the results were validated by the Gene Expression Omnibus database, and quantitative real-time PCR in 113 pairs of CRC tissues and colon cancer cell lines. This study provides a pseudogene-associated ceRNA network, 7 prognostic pseudogene biomarkers, and a 5-pseudogene prognostic risk signature that may be useful for predicting the survival of CRC patients.
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spelling pubmed-95880062022-10-24 Pseudogenes and the associated ceRNA network as potential prognostic biomarkers for colorectal cancer Li, Zhuoqi Zhou, Jing Gu, Liankun Zhang, Baozhen Sci Rep Article Colorectal cancer (CRC) is one of the most common and malignant carcinomas. Many long noncoding RNAs (lncRNAs) have been reported to play important roles in the tumorigenesis of CRC by influencing the expression of some mRNAs via competing endogenous RNA (ceRNA) networks and interacting with miRNAs. Pseudogene is one kind of lncRNA and can act as RNA sponges for miRNAs and regulate gene expression via ceRNA networks. However, there are few studies about pseudogenes in CRC. In this study, 31 differentially expressed (DE) pseudogenes, 17 DE miRNAs and 152 DE mRNAs were identified by analyzing the expression profiles of colon adenocarcinoma obtained from The Cancer Genome Atlas. A ceRNA network was constructed based on these RNAs. Kaplan–Meier analysis showed that 7 pseudogenes, 4 miRNAs and 30 mRNAs were significantly associated with overall survival. Then multivariate Cox regression analysis of the ceRNA-related DE pseudogenes was performed and a 5-pseudogene signature with the greatest prognostic value for CRC was identified. Moreover, the results were validated by the Gene Expression Omnibus database, and quantitative real-time PCR in 113 pairs of CRC tissues and colon cancer cell lines. This study provides a pseudogene-associated ceRNA network, 7 prognostic pseudogene biomarkers, and a 5-pseudogene prognostic risk signature that may be useful for predicting the survival of CRC patients. Nature Publishing Group UK 2022-10-22 /pmc/articles/PMC9588006/ /pubmed/36272991 http://dx.doi.org/10.1038/s41598-022-22768-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Li, Zhuoqi
Zhou, Jing
Gu, Liankun
Zhang, Baozhen
Pseudogenes and the associated ceRNA network as potential prognostic biomarkers for colorectal cancer
title Pseudogenes and the associated ceRNA network as potential prognostic biomarkers for colorectal cancer
title_full Pseudogenes and the associated ceRNA network as potential prognostic biomarkers for colorectal cancer
title_fullStr Pseudogenes and the associated ceRNA network as potential prognostic biomarkers for colorectal cancer
title_full_unstemmed Pseudogenes and the associated ceRNA network as potential prognostic biomarkers for colorectal cancer
title_short Pseudogenes and the associated ceRNA network as potential prognostic biomarkers for colorectal cancer
title_sort pseudogenes and the associated cerna network as potential prognostic biomarkers for colorectal cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9588006/
https://www.ncbi.nlm.nih.gov/pubmed/36272991
http://dx.doi.org/10.1038/s41598-022-22768-y
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