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Novel Therapeutics Identification for Fibrosis in Renal Allograft Using Integrative Informatics Approach
Chronic allograft damage, defined by interstitial fibrosis and tubular atrophy (IF/TA), is a leading cause of allograft failure. Few effective therapeutic options are available to prevent the progression of IF/TA. We applied a meta-analysis approach on IF/TA molecular datasets in Gene Expression Omn...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5209709/ https://www.ncbi.nlm.nih.gov/pubmed/28051114 http://dx.doi.org/10.1038/srep39487 |
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author | Li, Li Greene, Ilana Readhead, Benjamin Menon, Madhav C. Kidd, Brian A. Uzilov, Andrew V. Wei, Chengguo Philippe, Nimrod Schroppel, Bernd He, John Cijiang Chen, Rong Dudley, Joel T. Murphy, Barbara |
author_facet | Li, Li Greene, Ilana Readhead, Benjamin Menon, Madhav C. Kidd, Brian A. Uzilov, Andrew V. Wei, Chengguo Philippe, Nimrod Schroppel, Bernd He, John Cijiang Chen, Rong Dudley, Joel T. Murphy, Barbara |
author_sort | Li, Li |
collection | PubMed |
description | Chronic allograft damage, defined by interstitial fibrosis and tubular atrophy (IF/TA), is a leading cause of allograft failure. Few effective therapeutic options are available to prevent the progression of IF/TA. We applied a meta-analysis approach on IF/TA molecular datasets in Gene Expression Omnibus to identify a robust 85-gene signature, which was used for computational drug repurposing analysis. Among the top ranked compounds predicted to be therapeutic for IF/TA were azathioprine, a drug to prevent acute rejection in renal transplantation, and kaempferol and esculetin, two drugs not previously described to have efficacy for IF/TA. We experimentally validated the anti-fibrosis effects of kaempferol and esculetin using renal tubular cells in vitro and in vivo in a mouse Unilateral Ureteric Obstruction (UUO) model. Kaempferol significantly attenuated TGF-β1-mediated profibrotic pathways in vitro and in vivo, while esculetin significantly inhibited Wnt/β-catenin pathway in vitro and in vivo. Histology confirmed significantly abrogated fibrosis by kaempferol and esculetin in vivo. We developed an integrative computational framework to identify kaempferol and esculetin as putatively novel therapies for IF/TA and provided experimental evidence for their therapeutic activities in vitro and in vivo using preclinical models. The findings suggest that both drugs might serve as therapeutic options for IF/TA. |
format | Online Article Text |
id | pubmed-5209709 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-52097092017-01-05 Novel Therapeutics Identification for Fibrosis in Renal Allograft Using Integrative Informatics Approach Li, Li Greene, Ilana Readhead, Benjamin Menon, Madhav C. Kidd, Brian A. Uzilov, Andrew V. Wei, Chengguo Philippe, Nimrod Schroppel, Bernd He, John Cijiang Chen, Rong Dudley, Joel T. Murphy, Barbara Sci Rep Article Chronic allograft damage, defined by interstitial fibrosis and tubular atrophy (IF/TA), is a leading cause of allograft failure. Few effective therapeutic options are available to prevent the progression of IF/TA. We applied a meta-analysis approach on IF/TA molecular datasets in Gene Expression Omnibus to identify a robust 85-gene signature, which was used for computational drug repurposing analysis. Among the top ranked compounds predicted to be therapeutic for IF/TA were azathioprine, a drug to prevent acute rejection in renal transplantation, and kaempferol and esculetin, two drugs not previously described to have efficacy for IF/TA. We experimentally validated the anti-fibrosis effects of kaempferol and esculetin using renal tubular cells in vitro and in vivo in a mouse Unilateral Ureteric Obstruction (UUO) model. Kaempferol significantly attenuated TGF-β1-mediated profibrotic pathways in vitro and in vivo, while esculetin significantly inhibited Wnt/β-catenin pathway in vitro and in vivo. Histology confirmed significantly abrogated fibrosis by kaempferol and esculetin in vivo. We developed an integrative computational framework to identify kaempferol and esculetin as putatively novel therapies for IF/TA and provided experimental evidence for their therapeutic activities in vitro and in vivo using preclinical models. The findings suggest that both drugs might serve as therapeutic options for IF/TA. Nature Publishing Group 2017-01-04 /pmc/articles/PMC5209709/ /pubmed/28051114 http://dx.doi.org/10.1038/srep39487 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Li, Li Greene, Ilana Readhead, Benjamin Menon, Madhav C. Kidd, Brian A. Uzilov, Andrew V. Wei, Chengguo Philippe, Nimrod Schroppel, Bernd He, John Cijiang Chen, Rong Dudley, Joel T. Murphy, Barbara Novel Therapeutics Identification for Fibrosis in Renal Allograft Using Integrative Informatics Approach |
title | Novel Therapeutics Identification for Fibrosis in Renal Allograft Using Integrative Informatics Approach |
title_full | Novel Therapeutics Identification for Fibrosis in Renal Allograft Using Integrative Informatics Approach |
title_fullStr | Novel Therapeutics Identification for Fibrosis in Renal Allograft Using Integrative Informatics Approach |
title_full_unstemmed | Novel Therapeutics Identification for Fibrosis in Renal Allograft Using Integrative Informatics Approach |
title_short | Novel Therapeutics Identification for Fibrosis in Renal Allograft Using Integrative Informatics Approach |
title_sort | novel therapeutics identification for fibrosis in renal allograft using integrative informatics approach |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5209709/ https://www.ncbi.nlm.nih.gov/pubmed/28051114 http://dx.doi.org/10.1038/srep39487 |
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