Cargando…
Integrated bioinformatics analysis identifies established and novel TGFβ1-regulated genes modulated by anti-fibrotic drugs
Fibrosis is a leading cause of morbidity and mortality worldwide. Although fibrosis may involve different organ systems, transforming growth factor-β (TGFβ) has been established as a master regulator of fibrosis across organs. Pirfenidone and Nintedanib are the only currently-approved drugs to treat...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8866468/ https://www.ncbi.nlm.nih.gov/pubmed/35197532 http://dx.doi.org/10.1038/s41598-022-07151-1 |
_version_ | 1784655845347295232 |
---|---|
author | Wilson, Ava C. Chiles, Joe Ashish, Shah Chanda, Diptiman Kumar, Preeti L. Mobley, James A. Neptune, Enid R. Thannickal, Victor J. McDonald, Merry-Lynn N. |
author_facet | Wilson, Ava C. Chiles, Joe Ashish, Shah Chanda, Diptiman Kumar, Preeti L. Mobley, James A. Neptune, Enid R. Thannickal, Victor J. McDonald, Merry-Lynn N. |
author_sort | Wilson, Ava C. |
collection | PubMed |
description | Fibrosis is a leading cause of morbidity and mortality worldwide. Although fibrosis may involve different organ systems, transforming growth factor-β (TGFβ) has been established as a master regulator of fibrosis across organs. Pirfenidone and Nintedanib are the only currently-approved drugs to treat fibrosis, specifically idiopathic pulmonary fibrosis, but their mechanisms of action remain poorly understood. To identify novel drug targets and uncover potential mechanisms by which these drugs attenuate fibrosis, we performed an integrative ‘omics analysis of transcriptomic and proteomic responses to TGFβ1-stimulated lung fibroblasts. Significant findings were annotated as associated with pirfenidone and nintedanib treatment in silico via Coremine. Integrative ‘omics identified a co-expressed transcriptomic and proteomic module significantly correlated with TGFβ1 treatment that was enriched (FDR-p = 0.04) with genes associated with pirfenidone and nintedanib treatment. While a subset of genes in this module have been implicated in fibrogenesis, several novel TGFβ1 signaling targets were identified. Specifically, four genes (BASP1, HSD17B6, CDH11, and TNS1) have been associated with pirfenidone, while five genes (CLINT1, CADM1, MTDH, SYDE1, and MCTS1) have been associated with nintedanib, and MYDGF has been implicated with treatment using both drugs. Using the Clue Drug Repurposing Hub, succinic acid was highlighted as a metabolite regulated by the protein encoded by HSD17B6. This study provides new insights into the anti-fibrotic actions of pirfenidone and nintedanib and identifies novel targets for future mechanistic studies. |
format | Online Article Text |
id | pubmed-8866468 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-88664682022-02-25 Integrated bioinformatics analysis identifies established and novel TGFβ1-regulated genes modulated by anti-fibrotic drugs Wilson, Ava C. Chiles, Joe Ashish, Shah Chanda, Diptiman Kumar, Preeti L. Mobley, James A. Neptune, Enid R. Thannickal, Victor J. McDonald, Merry-Lynn N. Sci Rep Article Fibrosis is a leading cause of morbidity and mortality worldwide. Although fibrosis may involve different organ systems, transforming growth factor-β (TGFβ) has been established as a master regulator of fibrosis across organs. Pirfenidone and Nintedanib are the only currently-approved drugs to treat fibrosis, specifically idiopathic pulmonary fibrosis, but their mechanisms of action remain poorly understood. To identify novel drug targets and uncover potential mechanisms by which these drugs attenuate fibrosis, we performed an integrative ‘omics analysis of transcriptomic and proteomic responses to TGFβ1-stimulated lung fibroblasts. Significant findings were annotated as associated with pirfenidone and nintedanib treatment in silico via Coremine. Integrative ‘omics identified a co-expressed transcriptomic and proteomic module significantly correlated with TGFβ1 treatment that was enriched (FDR-p = 0.04) with genes associated with pirfenidone and nintedanib treatment. While a subset of genes in this module have been implicated in fibrogenesis, several novel TGFβ1 signaling targets were identified. Specifically, four genes (BASP1, HSD17B6, CDH11, and TNS1) have been associated with pirfenidone, while five genes (CLINT1, CADM1, MTDH, SYDE1, and MCTS1) have been associated with nintedanib, and MYDGF has been implicated with treatment using both drugs. Using the Clue Drug Repurposing Hub, succinic acid was highlighted as a metabolite regulated by the protein encoded by HSD17B6. This study provides new insights into the anti-fibrotic actions of pirfenidone and nintedanib and identifies novel targets for future mechanistic studies. Nature Publishing Group UK 2022-02-23 /pmc/articles/PMC8866468/ /pubmed/35197532 http://dx.doi.org/10.1038/s41598-022-07151-1 Text en © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Wilson, Ava C. Chiles, Joe Ashish, Shah Chanda, Diptiman Kumar, Preeti L. Mobley, James A. Neptune, Enid R. Thannickal, Victor J. McDonald, Merry-Lynn N. Integrated bioinformatics analysis identifies established and novel TGFβ1-regulated genes modulated by anti-fibrotic drugs |
title | Integrated bioinformatics analysis identifies established and novel TGFβ1-regulated genes modulated by anti-fibrotic drugs |
title_full | Integrated bioinformatics analysis identifies established and novel TGFβ1-regulated genes modulated by anti-fibrotic drugs |
title_fullStr | Integrated bioinformatics analysis identifies established and novel TGFβ1-regulated genes modulated by anti-fibrotic drugs |
title_full_unstemmed | Integrated bioinformatics analysis identifies established and novel TGFβ1-regulated genes modulated by anti-fibrotic drugs |
title_short | Integrated bioinformatics analysis identifies established and novel TGFβ1-regulated genes modulated by anti-fibrotic drugs |
title_sort | integrated bioinformatics analysis identifies established and novel tgfβ1-regulated genes modulated by anti-fibrotic drugs |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8866468/ https://www.ncbi.nlm.nih.gov/pubmed/35197532 http://dx.doi.org/10.1038/s41598-022-07151-1 |
work_keys_str_mv | AT wilsonavac integratedbioinformaticsanalysisidentifiesestablishedandnoveltgfb1regulatedgenesmodulatedbyantifibroticdrugs AT chilesjoe integratedbioinformaticsanalysisidentifiesestablishedandnoveltgfb1regulatedgenesmodulatedbyantifibroticdrugs AT ashishshah integratedbioinformaticsanalysisidentifiesestablishedandnoveltgfb1regulatedgenesmodulatedbyantifibroticdrugs AT chandadiptiman integratedbioinformaticsanalysisidentifiesestablishedandnoveltgfb1regulatedgenesmodulatedbyantifibroticdrugs AT kumarpreetil integratedbioinformaticsanalysisidentifiesestablishedandnoveltgfb1regulatedgenesmodulatedbyantifibroticdrugs AT mobleyjamesa integratedbioinformaticsanalysisidentifiesestablishedandnoveltgfb1regulatedgenesmodulatedbyantifibroticdrugs AT neptuneenidr integratedbioinformaticsanalysisidentifiesestablishedandnoveltgfb1regulatedgenesmodulatedbyantifibroticdrugs AT thannickalvictorj integratedbioinformaticsanalysisidentifiesestablishedandnoveltgfb1regulatedgenesmodulatedbyantifibroticdrugs AT mcdonaldmerrylynnn integratedbioinformaticsanalysisidentifiesestablishedandnoveltgfb1regulatedgenesmodulatedbyantifibroticdrugs |