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Construction and prognostic analysis of miRNA-mRNA regulatory network in liver metastasis from colorectal cancer
BACKGROUND: Colorectal cancer (CRC) is one of the most common cancers in the world, and liver metastasis is the leading cause of colorectal cancer-related deaths. However, the mechanism of liver metastasis in CRC has not been clearly elucidated. METHODS: Three datasets from the Gene Expression Omnib...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7784011/ https://www.ncbi.nlm.nih.gov/pubmed/33397428 http://dx.doi.org/10.1186/s12957-020-02107-z |
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author | Cai, Ruyun Lu, Qian Wang, Da |
author_facet | Cai, Ruyun Lu, Qian Wang, Da |
author_sort | Cai, Ruyun |
collection | PubMed |
description | BACKGROUND: Colorectal cancer (CRC) is one of the most common cancers in the world, and liver metastasis is the leading cause of colorectal cancer-related deaths. However, the mechanism of liver metastasis in CRC has not been clearly elucidated. METHODS: Three datasets from the Gene Expression Omnibus (GEO) database were analyzed to obtain differentially expressed genes (DEGs), which were subjected to functional enrichment analysis and protein-protein interaction analysis. Subsequently, mRNA-miRNA network was constructed, and the associated DEGs and DEMs were performed for prognostic analysis. Finally, we did infiltration analysis of growth arrest specific 1 (GAS1)-associated immune cells. RESULTS: We obtained 325 DEGs and 9 differentially expressed miRNAs (DEMs) between primary CRC and liver metastases. Enrichment analysis and protein-protein interactions (PPI) further revealed the involvement of DEGs in the formation of the inflammatory microenvironment and epithelial-mesenchymal transition (EMT) during the liver metastases process in CRC. Survival analysis demonstrated that low-expressed GAS1 as well as low-expressed hsa-miR-33b-5p was a favorable prognostic indicator of overall survival. Further exploration of GAS1 revealed that its expression was interrelated with the infiltration of immune cells in tumor tissues. CONCLUSIONS: In summary, DEGs, DEMs, and their interactions found in liver metastasis of CRC may provide a basis for further understanding of the mechanism of CRC metastasis. |
format | Online Article Text |
id | pubmed-7784011 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-77840112021-01-14 Construction and prognostic analysis of miRNA-mRNA regulatory network in liver metastasis from colorectal cancer Cai, Ruyun Lu, Qian Wang, Da World J Surg Oncol Research BACKGROUND: Colorectal cancer (CRC) is one of the most common cancers in the world, and liver metastasis is the leading cause of colorectal cancer-related deaths. However, the mechanism of liver metastasis in CRC has not been clearly elucidated. METHODS: Three datasets from the Gene Expression Omnibus (GEO) database were analyzed to obtain differentially expressed genes (DEGs), which were subjected to functional enrichment analysis and protein-protein interaction analysis. Subsequently, mRNA-miRNA network was constructed, and the associated DEGs and DEMs were performed for prognostic analysis. Finally, we did infiltration analysis of growth arrest specific 1 (GAS1)-associated immune cells. RESULTS: We obtained 325 DEGs and 9 differentially expressed miRNAs (DEMs) between primary CRC and liver metastases. Enrichment analysis and protein-protein interactions (PPI) further revealed the involvement of DEGs in the formation of the inflammatory microenvironment and epithelial-mesenchymal transition (EMT) during the liver metastases process in CRC. Survival analysis demonstrated that low-expressed GAS1 as well as low-expressed hsa-miR-33b-5p was a favorable prognostic indicator of overall survival. Further exploration of GAS1 revealed that its expression was interrelated with the infiltration of immune cells in tumor tissues. CONCLUSIONS: In summary, DEGs, DEMs, and their interactions found in liver metastasis of CRC may provide a basis for further understanding of the mechanism of CRC metastasis. BioMed Central 2021-01-04 /pmc/articles/PMC7784011/ /pubmed/33397428 http://dx.doi.org/10.1186/s12957-020-02107-z Text en © The Author(s) 2021 Open AccessThis 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/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Cai, Ruyun Lu, Qian Wang, Da Construction and prognostic analysis of miRNA-mRNA regulatory network in liver metastasis from colorectal cancer |
title | Construction and prognostic analysis of miRNA-mRNA regulatory network in liver metastasis from colorectal cancer |
title_full | Construction and prognostic analysis of miRNA-mRNA regulatory network in liver metastasis from colorectal cancer |
title_fullStr | Construction and prognostic analysis of miRNA-mRNA regulatory network in liver metastasis from colorectal cancer |
title_full_unstemmed | Construction and prognostic analysis of miRNA-mRNA regulatory network in liver metastasis from colorectal cancer |
title_short | Construction and prognostic analysis of miRNA-mRNA regulatory network in liver metastasis from colorectal cancer |
title_sort | construction and prognostic analysis of mirna-mrna regulatory network in liver metastasis from colorectal cancer |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7784011/ https://www.ncbi.nlm.nih.gov/pubmed/33397428 http://dx.doi.org/10.1186/s12957-020-02107-z |
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