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Different Biological Pathways Between Good and Poor Inhaled Corticosteroid Responses in Asthma
Gene regulatory networks address how transcription factors (TFs) and their regulatory roles in gene expression determine the responsiveness to anti-asthma therapy. The purpose of this study was to assess gene regulatory networks of adult patients with asthma who showed good or poor lung function imp...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8012484/ https://www.ncbi.nlm.nih.gov/pubmed/33816533 http://dx.doi.org/10.3389/fmed.2021.652824 |
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author | Kim, Byung-Keun Lee, Hyun-Seung Lee, Suh-Young Park, Heung-Woo |
author_facet | Kim, Byung-Keun Lee, Hyun-Seung Lee, Suh-Young Park, Heung-Woo |
author_sort | Kim, Byung-Keun |
collection | PubMed |
description | Gene regulatory networks address how transcription factors (TFs) and their regulatory roles in gene expression determine the responsiveness to anti-asthma therapy. The purpose of this study was to assess gene regulatory networks of adult patients with asthma who showed good or poor lung function improvements in response to inhaled corticosteroids (ICSs). A total of 47 patients with asthma were recruited and classified as good responders (GRs) and poor responders (PRs) based on their responses to ICSs. Genome-wide gene expression was measured using peripheral blood mononuclear cells obtained in a stable state. We used Passing Attributes between Networks for Data Assimilations to construct the gene regulatory networks associated with GRs and PRs to ICSs. We identified the top-10 TFs that showed large differences in high-confidence edges between the GR and PR aggregate networks. These top-10 TFs and their differentially-connected genes in the PR and GR aggregate networks were significantly enriched in distinct biological pathways, such as TGF-β signaling, cell cycle, and IL-4 and IL-13 signaling pathways. We identified multiple TFs and related biological pathways influencing ICS responses in asthma. Our results provide potential targets to overcome insensitivity to corticosteroids in patients with asthma. |
format | Online Article Text |
id | pubmed-8012484 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-80124842021-04-02 Different Biological Pathways Between Good and Poor Inhaled Corticosteroid Responses in Asthma Kim, Byung-Keun Lee, Hyun-Seung Lee, Suh-Young Park, Heung-Woo Front Med (Lausanne) Medicine Gene regulatory networks address how transcription factors (TFs) and their regulatory roles in gene expression determine the responsiveness to anti-asthma therapy. The purpose of this study was to assess gene regulatory networks of adult patients with asthma who showed good or poor lung function improvements in response to inhaled corticosteroids (ICSs). A total of 47 patients with asthma were recruited and classified as good responders (GRs) and poor responders (PRs) based on their responses to ICSs. Genome-wide gene expression was measured using peripheral blood mononuclear cells obtained in a stable state. We used Passing Attributes between Networks for Data Assimilations to construct the gene regulatory networks associated with GRs and PRs to ICSs. We identified the top-10 TFs that showed large differences in high-confidence edges between the GR and PR aggregate networks. These top-10 TFs and their differentially-connected genes in the PR and GR aggregate networks were significantly enriched in distinct biological pathways, such as TGF-β signaling, cell cycle, and IL-4 and IL-13 signaling pathways. We identified multiple TFs and related biological pathways influencing ICS responses in asthma. Our results provide potential targets to overcome insensitivity to corticosteroids in patients with asthma. Frontiers Media S.A. 2021-03-18 /pmc/articles/PMC8012484/ /pubmed/33816533 http://dx.doi.org/10.3389/fmed.2021.652824 Text en Copyright © 2021 Kim, Lee, Lee and Park. 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 | Medicine Kim, Byung-Keun Lee, Hyun-Seung Lee, Suh-Young Park, Heung-Woo Different Biological Pathways Between Good and Poor Inhaled Corticosteroid Responses in Asthma |
title | Different Biological Pathways Between Good and Poor Inhaled Corticosteroid Responses in Asthma |
title_full | Different Biological Pathways Between Good and Poor Inhaled Corticosteroid Responses in Asthma |
title_fullStr | Different Biological Pathways Between Good and Poor Inhaled Corticosteroid Responses in Asthma |
title_full_unstemmed | Different Biological Pathways Between Good and Poor Inhaled Corticosteroid Responses in Asthma |
title_short | Different Biological Pathways Between Good and Poor Inhaled Corticosteroid Responses in Asthma |
title_sort | different biological pathways between good and poor inhaled corticosteroid responses in asthma |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8012484/ https://www.ncbi.nlm.nih.gov/pubmed/33816533 http://dx.doi.org/10.3389/fmed.2021.652824 |
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