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An In-Silico Identification of Potential Flavonoids against Kidney Fibrosis Targeting TGFβR-1
Fibrosis is a hallmark of progressive kidney diseases. The overexpression of profibrotic cytokine, namely transforming growth factor β (TGF-β) due to excessive inflammation and tissue damage, induces kidney fibrosis. The inhibition of TGF-β signaling is markedly limited in experimental disease model...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9694304/ https://www.ncbi.nlm.nih.gov/pubmed/36362919 http://dx.doi.org/10.3390/life12111764 |
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author | Rahman, MD. Hasanur Biswas, Partha Dey, Dipta Hannan, Md. Abdul Sahabuddin, Md. Araf, Yusha Kwon, Youngjoo Emran, Talha Bin Ali, Md. Sarafat Uddin, Md Jamal |
author_facet | Rahman, MD. Hasanur Biswas, Partha Dey, Dipta Hannan, Md. Abdul Sahabuddin, Md. Araf, Yusha Kwon, Youngjoo Emran, Talha Bin Ali, Md. Sarafat Uddin, Md Jamal |
author_sort | Rahman, MD. Hasanur |
collection | PubMed |
description | Fibrosis is a hallmark of progressive kidney diseases. The overexpression of profibrotic cytokine, namely transforming growth factor β (TGF-β) due to excessive inflammation and tissue damage, induces kidney fibrosis. The inhibition of TGF-β signaling is markedly limited in experimental disease models. Targeting TGF-β signaling, therefore, offers a prospective strategy for the management of kidney fibrosis. Presently, the marketed drugs have numerous side effects, but plant-derived compounds are relatively safer and more cost-effective. In this study, TGFβR-1 was targeted to identify the lead compounds among flavonoids using various computational approaches, such as ADME/T (absorption, distribution, metabolism, and excretion/toxicity) analysis, molecular docking, and molecular dynamics simulation. ADME/T screening identified a total of 31 flavonoids with drug-like properties of 31 compounds, a total of 5 compounds showed a higher binding affinity to TGFβR-1, with Epicatechin, Fisetin, and Luteolin ranking at the top three (−13.58, −13.17, and −10.50 kcal/mol, respectively), which are comparable to the control drug linagliptin (−9.074 kcal/mol). The compounds also exhibited outstanding protein–ligand interactions. The molecular dynamic simulations revealed a stable interaction of these compounds with the binding site of TGFβR-1. These findings indicate that flavonoids, particularly Epicatechin, Fisetin, and Luteolin, may compete with the ligand-binding site of TGFβR-1, suggesting that these compounds can be further evaluated for the development of potential therapeutics against kidney fibrosis. Further, in-vitro and in-vivo studies are recommended to support the current findings. |
format | Online Article Text |
id | pubmed-9694304 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96943042022-11-26 An In-Silico Identification of Potential Flavonoids against Kidney Fibrosis Targeting TGFβR-1 Rahman, MD. Hasanur Biswas, Partha Dey, Dipta Hannan, Md. Abdul Sahabuddin, Md. Araf, Yusha Kwon, Youngjoo Emran, Talha Bin Ali, Md. Sarafat Uddin, Md Jamal Life (Basel) Article Fibrosis is a hallmark of progressive kidney diseases. The overexpression of profibrotic cytokine, namely transforming growth factor β (TGF-β) due to excessive inflammation and tissue damage, induces kidney fibrosis. The inhibition of TGF-β signaling is markedly limited in experimental disease models. Targeting TGF-β signaling, therefore, offers a prospective strategy for the management of kidney fibrosis. Presently, the marketed drugs have numerous side effects, but plant-derived compounds are relatively safer and more cost-effective. In this study, TGFβR-1 was targeted to identify the lead compounds among flavonoids using various computational approaches, such as ADME/T (absorption, distribution, metabolism, and excretion/toxicity) analysis, molecular docking, and molecular dynamics simulation. ADME/T screening identified a total of 31 flavonoids with drug-like properties of 31 compounds, a total of 5 compounds showed a higher binding affinity to TGFβR-1, with Epicatechin, Fisetin, and Luteolin ranking at the top three (−13.58, −13.17, and −10.50 kcal/mol, respectively), which are comparable to the control drug linagliptin (−9.074 kcal/mol). The compounds also exhibited outstanding protein–ligand interactions. The molecular dynamic simulations revealed a stable interaction of these compounds with the binding site of TGFβR-1. These findings indicate that flavonoids, particularly Epicatechin, Fisetin, and Luteolin, may compete with the ligand-binding site of TGFβR-1, suggesting that these compounds can be further evaluated for the development of potential therapeutics against kidney fibrosis. Further, in-vitro and in-vivo studies are recommended to support the current findings. MDPI 2022-11-02 /pmc/articles/PMC9694304/ /pubmed/36362919 http://dx.doi.org/10.3390/life12111764 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Rahman, MD. Hasanur Biswas, Partha Dey, Dipta Hannan, Md. Abdul Sahabuddin, Md. Araf, Yusha Kwon, Youngjoo Emran, Talha Bin Ali, Md. Sarafat Uddin, Md Jamal An In-Silico Identification of Potential Flavonoids against Kidney Fibrosis Targeting TGFβR-1 |
title | An In-Silico Identification of Potential Flavonoids against Kidney Fibrosis Targeting TGFβR-1 |
title_full | An In-Silico Identification of Potential Flavonoids against Kidney Fibrosis Targeting TGFβR-1 |
title_fullStr | An In-Silico Identification of Potential Flavonoids against Kidney Fibrosis Targeting TGFβR-1 |
title_full_unstemmed | An In-Silico Identification of Potential Flavonoids against Kidney Fibrosis Targeting TGFβR-1 |
title_short | An In-Silico Identification of Potential Flavonoids against Kidney Fibrosis Targeting TGFβR-1 |
title_sort | in-silico identification of potential flavonoids against kidney fibrosis targeting tgfβr-1 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9694304/ https://www.ncbi.nlm.nih.gov/pubmed/36362919 http://dx.doi.org/10.3390/life12111764 |
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