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Identification of Hub Gene TIMP1 and Relative ceRNAs Regulatory Network in Colorectal Cancer
OBJECTIVE: This study aimed to discover the ceRNAs network in the pathophysiological development of human colorectal cancer (CRC) and to screen biomarkers for target therapy and prognosis by using integrated bioinformatics analysis. METHODS: Data on gene expressions of mRNAs, miRNAs, and circRNAs an...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8407779/ https://www.ncbi.nlm.nih.gov/pubmed/34475758 http://dx.doi.org/10.2147/TCRM.S321101 |
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author | Qin, Ya-Fei Li, Guang-Ming Wang, Grace Kong, De-Jun Wang, Hong-Da Zhao, Yi-Ming Hao, Jing-Peng Qin, Hong Sun, Da-Qing Wang, Hao |
author_facet | Qin, Ya-Fei Li, Guang-Ming Wang, Grace Kong, De-Jun Wang, Hong-Da Zhao, Yi-Ming Hao, Jing-Peng Qin, Hong Sun, Da-Qing Wang, Hao |
author_sort | Qin, Ya-Fei |
collection | PubMed |
description | OBJECTIVE: This study aimed to discover the ceRNAs network in the pathophysiological development of human colorectal cancer (CRC) and to screen biomarkers for target therapy and prognosis by using integrated bioinformatics analysis. METHODS: Data on gene expressions of mRNAs, miRNAs, and circRNAs and clinical information were downloaded from The Cancer Genome Atlas and Gene Expression Omnibus databases, respectively. Differentially expressed mRNAs (DEmRNAs) were identified by using the DESeq2 package of R software. Functional enrichment analysis was conducted using the ClusterProfiler package of R software. The protein–protein interaction (PPI) network was shown by the STRING website. Survival analysis of hub genes was performed using the survival package in R software. Interactions among hub genes, differentially expressed miRNAs (DEmiRNAs), and differentially expressed circRNAs (DEcircRNAs) were used to construct the ceRNAs network. RESULTS: A total of 412 DEmRNAs including 82 upregulated and 330 downregulated genes were screened out between 473 CRC and 41 normal samples. Two hundred and sixty DEcircRNAs including 253 upregulated and 7 downregulated genes were altered between 23 CRC and 23 normal samples. One hundred and ninety DEmiRNAs including 82 upregulated and 108 downregulated genes were obtained between 450 CRC and 8 normal samples. A ceRNAs and PPI network were successfully constructed, and TIMP1 associated with prognosis was employed. CONCLUSION: The present study identified a novel circRNAs-miRNAs-mRNA ceRNAs network, which implied that TIMP1 and related miRNAs, circRNAs were potential biomarkers underlying the development of CRC, providing new insights for survival predictions and therapeutic targets. |
format | Online Article Text |
id | pubmed-8407779 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-84077792021-09-01 Identification of Hub Gene TIMP1 and Relative ceRNAs Regulatory Network in Colorectal Cancer Qin, Ya-Fei Li, Guang-Ming Wang, Grace Kong, De-Jun Wang, Hong-Da Zhao, Yi-Ming Hao, Jing-Peng Qin, Hong Sun, Da-Qing Wang, Hao Ther Clin Risk Manag Original Research OBJECTIVE: This study aimed to discover the ceRNAs network in the pathophysiological development of human colorectal cancer (CRC) and to screen biomarkers for target therapy and prognosis by using integrated bioinformatics analysis. METHODS: Data on gene expressions of mRNAs, miRNAs, and circRNAs and clinical information were downloaded from The Cancer Genome Atlas and Gene Expression Omnibus databases, respectively. Differentially expressed mRNAs (DEmRNAs) were identified by using the DESeq2 package of R software. Functional enrichment analysis was conducted using the ClusterProfiler package of R software. The protein–protein interaction (PPI) network was shown by the STRING website. Survival analysis of hub genes was performed using the survival package in R software. Interactions among hub genes, differentially expressed miRNAs (DEmiRNAs), and differentially expressed circRNAs (DEcircRNAs) were used to construct the ceRNAs network. RESULTS: A total of 412 DEmRNAs including 82 upregulated and 330 downregulated genes were screened out between 473 CRC and 41 normal samples. Two hundred and sixty DEcircRNAs including 253 upregulated and 7 downregulated genes were altered between 23 CRC and 23 normal samples. One hundred and ninety DEmiRNAs including 82 upregulated and 108 downregulated genes were obtained between 450 CRC and 8 normal samples. A ceRNAs and PPI network were successfully constructed, and TIMP1 associated with prognosis was employed. CONCLUSION: The present study identified a novel circRNAs-miRNAs-mRNA ceRNAs network, which implied that TIMP1 and related miRNAs, circRNAs were potential biomarkers underlying the development of CRC, providing new insights for survival predictions and therapeutic targets. Dove 2021-08-27 /pmc/articles/PMC8407779/ /pubmed/34475758 http://dx.doi.org/10.2147/TCRM.S321101 Text en © 2021 Qin et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Qin, Ya-Fei Li, Guang-Ming Wang, Grace Kong, De-Jun Wang, Hong-Da Zhao, Yi-Ming Hao, Jing-Peng Qin, Hong Sun, Da-Qing Wang, Hao Identification of Hub Gene TIMP1 and Relative ceRNAs Regulatory Network in Colorectal Cancer |
title | Identification of Hub Gene TIMP1 and Relative ceRNAs Regulatory Network in Colorectal Cancer |
title_full | Identification of Hub Gene TIMP1 and Relative ceRNAs Regulatory Network in Colorectal Cancer |
title_fullStr | Identification of Hub Gene TIMP1 and Relative ceRNAs Regulatory Network in Colorectal Cancer |
title_full_unstemmed | Identification of Hub Gene TIMP1 and Relative ceRNAs Regulatory Network in Colorectal Cancer |
title_short | Identification of Hub Gene TIMP1 and Relative ceRNAs Regulatory Network in Colorectal Cancer |
title_sort | identification of hub gene timp1 and relative cernas regulatory network in colorectal cancer |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8407779/ https://www.ncbi.nlm.nih.gov/pubmed/34475758 http://dx.doi.org/10.2147/TCRM.S321101 |
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