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Integrated analysis of the molecular mechanisms in idiopathic pulmonary fibrosis
Rationale: Idiopathic pulmonary fibrosis (IPF) is one of the most aggressive forms of idiopathic interstitial pneumonia. Some miRNAs may be associated with IPF and may affect the occurrence and development of IPF in various pathways. Many miRNAs and genes that may be involved in the development of I...
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/PMC8436110/ https://www.ncbi.nlm.nih.gov/pubmed/34522168 http://dx.doi.org/10.7150/ijms.61309 |
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author | Zhu, Ke Xu, Aiqun Xia, Wanli Li, Pulin Han, Rui Wang, Enze Zhou, Sijing Wang, Ran |
author_facet | Zhu, Ke Xu, Aiqun Xia, Wanli Li, Pulin Han, Rui Wang, Enze Zhou, Sijing Wang, Ran |
author_sort | Zhu, Ke |
collection | PubMed |
description | Rationale: Idiopathic pulmonary fibrosis (IPF) is one of the most aggressive forms of idiopathic interstitial pneumonia. Some miRNAs may be associated with IPF and may affect the occurrence and development of IPF in various pathways. Many miRNAs and genes that may be involved in the development of IPF have been discovered using chip and high throughput technologies. Methods: We analyzed one miRNA and four mRNA databases. We identified hub genes and pathways related to IPF using GO, KEGG enrichment analysis, gene set variation analysis (GSVA), PPI network construction, and hub gene analysis. A comprehensive analysis of differentially expressed miRNAs (DEMs), predicted miRNA target genes, and differentially expressed genes (DEGs) led to the creation of a miRNA-mRNA regulatory network in IPF. Results: We found 203 DEGs and 165 DEMs that were associated with IPF. The findings of enrichment analyses showed that these DEGs were mainly involved in antimicrobial humoral response, antimicrobial humoral immune response mediated by antimicrobial peptide, extracellular matrix organization, cell killing, and organ or tissue specific immune response. The VEGFA, CDH5, and WNT3A genes overlapped between hub genes and the miRNA-mRNA regulatory network. The miRNAs including miR-199b-5p, miR-140-5p, miR-199a-5p, miR-125A-5p, and miR-107 that we predicted would regulate the VEGFA, CDH5, and WNT3A genes, which were also associated with IPF or other fibrosis-related diseases. GSVA indicated that metabolic processes of UTP and IMP, immune response, regulation of Th2 cell cytokine production, and positive regulation of NK cell-mediated immunity are associated with the pathogenesis and treatment of IPF. These pathways also interact with VEGFA, CDH5, and WNT3A. Conclusion: These findings provide a new research direction for the diagnosis and treatment of IPF. |
format | Online Article Text |
id | pubmed-8436110 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-84361102021-09-13 Integrated analysis of the molecular mechanisms in idiopathic pulmonary fibrosis Zhu, Ke Xu, Aiqun Xia, Wanli Li, Pulin Han, Rui Wang, Enze Zhou, Sijing Wang, Ran Int J Med Sci Research Paper Rationale: Idiopathic pulmonary fibrosis (IPF) is one of the most aggressive forms of idiopathic interstitial pneumonia. Some miRNAs may be associated with IPF and may affect the occurrence and development of IPF in various pathways. Many miRNAs and genes that may be involved in the development of IPF have been discovered using chip and high throughput technologies. Methods: We analyzed one miRNA and four mRNA databases. We identified hub genes and pathways related to IPF using GO, KEGG enrichment analysis, gene set variation analysis (GSVA), PPI network construction, and hub gene analysis. A comprehensive analysis of differentially expressed miRNAs (DEMs), predicted miRNA target genes, and differentially expressed genes (DEGs) led to the creation of a miRNA-mRNA regulatory network in IPF. Results: We found 203 DEGs and 165 DEMs that were associated with IPF. The findings of enrichment analyses showed that these DEGs were mainly involved in antimicrobial humoral response, antimicrobial humoral immune response mediated by antimicrobial peptide, extracellular matrix organization, cell killing, and organ or tissue specific immune response. The VEGFA, CDH5, and WNT3A genes overlapped between hub genes and the miRNA-mRNA regulatory network. The miRNAs including miR-199b-5p, miR-140-5p, miR-199a-5p, miR-125A-5p, and miR-107 that we predicted would regulate the VEGFA, CDH5, and WNT3A genes, which were also associated with IPF or other fibrosis-related diseases. GSVA indicated that metabolic processes of UTP and IMP, immune response, regulation of Th2 cell cytokine production, and positive regulation of NK cell-mediated immunity are associated with the pathogenesis and treatment of IPF. These pathways also interact with VEGFA, CDH5, and WNT3A. Conclusion: These findings provide a new research direction for the diagnosis and treatment of IPF. Ivyspring International Publisher 2021-08-02 /pmc/articles/PMC8436110/ /pubmed/34522168 http://dx.doi.org/10.7150/ijms.61309 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 Zhu, Ke Xu, Aiqun Xia, Wanli Li, Pulin Han, Rui Wang, Enze Zhou, Sijing Wang, Ran Integrated analysis of the molecular mechanisms in idiopathic pulmonary fibrosis |
title | Integrated analysis of the molecular mechanisms in idiopathic pulmonary fibrosis |
title_full | Integrated analysis of the molecular mechanisms in idiopathic pulmonary fibrosis |
title_fullStr | Integrated analysis of the molecular mechanisms in idiopathic pulmonary fibrosis |
title_full_unstemmed | Integrated analysis of the molecular mechanisms in idiopathic pulmonary fibrosis |
title_short | Integrated analysis of the molecular mechanisms in idiopathic pulmonary fibrosis |
title_sort | integrated analysis of the molecular mechanisms in idiopathic pulmonary fibrosis |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8436110/ https://www.ncbi.nlm.nih.gov/pubmed/34522168 http://dx.doi.org/10.7150/ijms.61309 |
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