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miRNA–mRNA–protein dysregulated network in COPD in women
Rationale: Chronic obstructive pulmonary disease (COPD) is a complex disease caused by a multitude of underlying mechanisms, and molecular mechanistic modeling of COPD, especially at a multi-molecular level, is needed to facilitate the development of molecular diagnostic and prognostic tools and eff...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9712209/ https://www.ncbi.nlm.nih.gov/pubmed/36468026 http://dx.doi.org/10.3389/fgene.2022.1010048 |
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author | Li, Chuan Xing Gao, Jing Sköld, C. Magnus Wheelock, Åsa M. |
author_facet | Li, Chuan Xing Gao, Jing Sköld, C. Magnus Wheelock, Åsa M. |
author_sort | Li, Chuan Xing |
collection | PubMed |
description | Rationale: Chronic obstructive pulmonary disease (COPD) is a complex disease caused by a multitude of underlying mechanisms, and molecular mechanistic modeling of COPD, especially at a multi-molecular level, is needed to facilitate the development of molecular diagnostic and prognostic tools and efficacious treatments. Objectives: To investigate the miRNA–mRNA–protein dysregulated network to facilitate prediction of biomarkers and disease subnetwork in COPD in women. Measurements and Results: Three omics data blocks (mRNA, miRNA, and protein) collected from BAL cells from female current-smoker COPD patients, smokers with normal lung function, and healthy never-smokers were integrated with miRNA–mRNA–protein regulatory networks to construct a COPD-specific dysregulated network. Furthermore, downstream network topology, literature annotation, and functional enrichment analysis identified both known and novel disease-related biomarkers and pathways. Both abnormal regulations in miRNA-induced mRNA transcription and protein translation repression play roles in COPD. Finally, the let-7-AIFM1-FKBP1A pathway is highlighted in COPD pathology. Conclusion: For the first time, a comprehensive miRNA–mRNA–protein dysregulated network of primary immune cells from the lung related to COPD in females was constructed to elucidate specific biomarkers and disease pathways. The multi-omics network provides a new molecular insight from a multi-molecular aspect and highlights dysregulated interactions. The highlighted let-7-AIFM1-FKBP1A pathway also indicates new hypotheses of COPD pathology. |
format | Online Article Text |
id | pubmed-9712209 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97122092022-12-02 miRNA–mRNA–protein dysregulated network in COPD in women Li, Chuan Xing Gao, Jing Sköld, C. Magnus Wheelock, Åsa M. Front Genet Genetics Rationale: Chronic obstructive pulmonary disease (COPD) is a complex disease caused by a multitude of underlying mechanisms, and molecular mechanistic modeling of COPD, especially at a multi-molecular level, is needed to facilitate the development of molecular diagnostic and prognostic tools and efficacious treatments. Objectives: To investigate the miRNA–mRNA–protein dysregulated network to facilitate prediction of biomarkers and disease subnetwork in COPD in women. Measurements and Results: Three omics data blocks (mRNA, miRNA, and protein) collected from BAL cells from female current-smoker COPD patients, smokers with normal lung function, and healthy never-smokers were integrated with miRNA–mRNA–protein regulatory networks to construct a COPD-specific dysregulated network. Furthermore, downstream network topology, literature annotation, and functional enrichment analysis identified both known and novel disease-related biomarkers and pathways. Both abnormal regulations in miRNA-induced mRNA transcription and protein translation repression play roles in COPD. Finally, the let-7-AIFM1-FKBP1A pathway is highlighted in COPD pathology. Conclusion: For the first time, a comprehensive miRNA–mRNA–protein dysregulated network of primary immune cells from the lung related to COPD in females was constructed to elucidate specific biomarkers and disease pathways. The multi-omics network provides a new molecular insight from a multi-molecular aspect and highlights dysregulated interactions. The highlighted let-7-AIFM1-FKBP1A pathway also indicates new hypotheses of COPD pathology. Frontiers Media S.A. 2022-11-17 /pmc/articles/PMC9712209/ /pubmed/36468026 http://dx.doi.org/10.3389/fgene.2022.1010048 Text en Copyright © 2022 Li, Gao, Sköld and Wheelock. https://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 | Genetics Li, Chuan Xing Gao, Jing Sköld, C. Magnus Wheelock, Åsa M. miRNA–mRNA–protein dysregulated network in COPD in women |
title | miRNA–mRNA–protein dysregulated network in COPD in women |
title_full | miRNA–mRNA–protein dysregulated network in COPD in women |
title_fullStr | miRNA–mRNA–protein dysregulated network in COPD in women |
title_full_unstemmed | miRNA–mRNA–protein dysregulated network in COPD in women |
title_short | miRNA–mRNA–protein dysregulated network in COPD in women |
title_sort | mirna–mrna–protein dysregulated network in copd in women |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9712209/ https://www.ncbi.nlm.nih.gov/pubmed/36468026 http://dx.doi.org/10.3389/fgene.2022.1010048 |
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