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Investigation of miRNA and mRNA Co-expression Network in Ependymoma
Ependymoma (EPN) is a rare primary tumor of the central nervous system (CNS) that affects both children and adults. Despite the definition and classification of distinct molecular subgroups, there remains a group of EPNs with a balanced genome, which makes it difficult to predict a prognosis of pati...
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/PMC7096354/ https://www.ncbi.nlm.nih.gov/pubmed/32266223 http://dx.doi.org/10.3389/fbioe.2020.00177 |
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author | Liu, Feili Dong, Hang Mei, Zi Huang, Tao |
author_facet | Liu, Feili Dong, Hang Mei, Zi Huang, Tao |
author_sort | Liu, Feili |
collection | PubMed |
description | Ependymoma (EPN) is a rare primary tumor of the central nervous system (CNS) that affects both children and adults. Despite the definition and classification of distinct molecular subgroups, there remains a group of EPNs with a balanced genome, which makes it difficult to predict a prognosis of patients with EPN. The role of miRNA-mRNA network on EPN is still poorly understood. We assessed the involvement of miRNA-mRNA pairs in EPN by applying a weighted co-expression network analysis (WGCNA) approach. Using whole genome expression profile analysis followed by functional enrichment, we detected hub genes involved in active proliferation and DNA replication of nerve cells. Key genes including CYP11B1, KRT33B, RUNX1T1, SIK1, MAP3K4, MLANA, and SFRP5 identified in co-expression networks were regulated by miR-15a and miR-24-1. These seven miRNA-mRNA pairs were considered to influence not only pathways in cancer and tumor suppression process, but also MAPK, NF-kappaB, and WNT signaling pathways which were associated with tumorigenesis and development. This study provides a novel insight into potential diagnostic biomarkers of EPN and may have value in choosing therapeutic targets with clinical utility. |
format | Online Article Text |
id | pubmed-7096354 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-70963542020-04-07 Investigation of miRNA and mRNA Co-expression Network in Ependymoma Liu, Feili Dong, Hang Mei, Zi Huang, Tao Front Bioeng Biotechnol Bioengineering and Biotechnology Ependymoma (EPN) is a rare primary tumor of the central nervous system (CNS) that affects both children and adults. Despite the definition and classification of distinct molecular subgroups, there remains a group of EPNs with a balanced genome, which makes it difficult to predict a prognosis of patients with EPN. The role of miRNA-mRNA network on EPN is still poorly understood. We assessed the involvement of miRNA-mRNA pairs in EPN by applying a weighted co-expression network analysis (WGCNA) approach. Using whole genome expression profile analysis followed by functional enrichment, we detected hub genes involved in active proliferation and DNA replication of nerve cells. Key genes including CYP11B1, KRT33B, RUNX1T1, SIK1, MAP3K4, MLANA, and SFRP5 identified in co-expression networks were regulated by miR-15a and miR-24-1. These seven miRNA-mRNA pairs were considered to influence not only pathways in cancer and tumor suppression process, but also MAPK, NF-kappaB, and WNT signaling pathways which were associated with tumorigenesis and development. This study provides a novel insight into potential diagnostic biomarkers of EPN and may have value in choosing therapeutic targets with clinical utility. Frontiers Media S.A. 2020-03-19 /pmc/articles/PMC7096354/ /pubmed/32266223 http://dx.doi.org/10.3389/fbioe.2020.00177 Text en Copyright © 2020 Liu, Dong, Mei and Huang. 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 | Bioengineering and Biotechnology Liu, Feili Dong, Hang Mei, Zi Huang, Tao Investigation of miRNA and mRNA Co-expression Network in Ependymoma |
title | Investigation of miRNA and mRNA Co-expression Network in Ependymoma |
title_full | Investigation of miRNA and mRNA Co-expression Network in Ependymoma |
title_fullStr | Investigation of miRNA and mRNA Co-expression Network in Ependymoma |
title_full_unstemmed | Investigation of miRNA and mRNA Co-expression Network in Ependymoma |
title_short | Investigation of miRNA and mRNA Co-expression Network in Ependymoma |
title_sort | investigation of mirna and mrna co-expression network in ependymoma |
topic | Bioengineering and Biotechnology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7096354/ https://www.ncbi.nlm.nih.gov/pubmed/32266223 http://dx.doi.org/10.3389/fbioe.2020.00177 |
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