Cargando…
Molecular docking analysis of PPARγ with phytochemicals from Moroccan medicinal plants
PPARγ agonists play a crucial role in regulating metabolic homeostasis for treating type-2 diabetes (T2D). Due to the adverse side effects associated with thiazolidinediones, a class of PPARγ agonists, there is a growing interest in identifying natural compounds from medicinal plants that have the p...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Biomedical Informatics
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10605085/ https://www.ncbi.nlm.nih.gov/pubmed/37901293 http://dx.doi.org/10.6026/97320630019795 |
_version_ | 1785126989064044544 |
---|---|
author | Elkhattabi, Lamiae Zouhdi, Salwa Moussetad, Fairouz Kettani, Anass Barakat, Abdelhamid Saile, Rachid |
author_facet | Elkhattabi, Lamiae Zouhdi, Salwa Moussetad, Fairouz Kettani, Anass Barakat, Abdelhamid Saile, Rachid |
author_sort | Elkhattabi, Lamiae |
collection | PubMed |
description | PPARγ agonists play a crucial role in regulating metabolic homeostasis for treating type-2 diabetes (T2D). Due to the adverse side effects associated with thiazolidinediones, a class of PPARγ agonists, there is a growing interest in identifying natural compounds from medicinal plants that have the potential to bind PPARγ. In this study, we extensively investigated Moroccan phytochemicals using computational structure-based screening with the crystal structure of the PPARγ ligand-binding domain (PDB ID: 7awc) to discover novel phytochemicals targeting PPARγ. The docking results of 540 Moroccan phytochemicals were integrated into online databases for further exploitation through in-depth studies. Drug-likeness analysis was performed to assess the phytochemicals drug-like properties. Two promising phytochemicals, 3,4-dicaffeoylquinic acid and Chlorogenic acid, were identified, both exhibiting high docking affinity and unique binding site interactions compared to the established PPARγ full agonist, rosiglitazone. Molecular dynamics simulations of 100 ns were conducted to examine the stability of the complexes formed by both compounds within the PPARγ active site, and their dynamic behavior was compared to the reference structure of PPARγ alone and with rosiglitazone. Binding free energy calculations demonstrated that 3,4-dicaffeoylquinic acid and Chlorogenic acid exhibited higher binding free energy than the reference agonist, suggesting their potential as candidates for experimental validation in future drug discovery efforts targeting PPARγ for the treatment of T2D and metabolic syndrome. |
format | Online Article Text |
id | pubmed-10605085 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Biomedical Informatics |
record_format | MEDLINE/PubMed |
spelling | pubmed-106050852023-10-28 Molecular docking analysis of PPARγ with phytochemicals from Moroccan medicinal plants Elkhattabi, Lamiae Zouhdi, Salwa Moussetad, Fairouz Kettani, Anass Barakat, Abdelhamid Saile, Rachid Bioinformation Research Article PPARγ agonists play a crucial role in regulating metabolic homeostasis for treating type-2 diabetes (T2D). Due to the adverse side effects associated with thiazolidinediones, a class of PPARγ agonists, there is a growing interest in identifying natural compounds from medicinal plants that have the potential to bind PPARγ. In this study, we extensively investigated Moroccan phytochemicals using computational structure-based screening with the crystal structure of the PPARγ ligand-binding domain (PDB ID: 7awc) to discover novel phytochemicals targeting PPARγ. The docking results of 540 Moroccan phytochemicals were integrated into online databases for further exploitation through in-depth studies. Drug-likeness analysis was performed to assess the phytochemicals drug-like properties. Two promising phytochemicals, 3,4-dicaffeoylquinic acid and Chlorogenic acid, were identified, both exhibiting high docking affinity and unique binding site interactions compared to the established PPARγ full agonist, rosiglitazone. Molecular dynamics simulations of 100 ns were conducted to examine the stability of the complexes formed by both compounds within the PPARγ active site, and their dynamic behavior was compared to the reference structure of PPARγ alone and with rosiglitazone. Binding free energy calculations demonstrated that 3,4-dicaffeoylquinic acid and Chlorogenic acid exhibited higher binding free energy than the reference agonist, suggesting their potential as candidates for experimental validation in future drug discovery efforts targeting PPARγ for the treatment of T2D and metabolic syndrome. Biomedical Informatics 2023-07-31 /pmc/articles/PMC10605085/ /pubmed/37901293 http://dx.doi.org/10.6026/97320630019795 Text en © 2023 Biomedical Informatics https://creativecommons.org/licenses/by/3.0/This is an Open Access article which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. This is distributed under the terms of the Creative Commons Attribution License. |
spellingShingle | Research Article Elkhattabi, Lamiae Zouhdi, Salwa Moussetad, Fairouz Kettani, Anass Barakat, Abdelhamid Saile, Rachid Molecular docking analysis of PPARγ with phytochemicals from Moroccan medicinal plants |
title | Molecular docking analysis of PPARγ with phytochemicals from Moroccan medicinal plants |
title_full | Molecular docking analysis of PPARγ with phytochemicals from Moroccan medicinal plants |
title_fullStr | Molecular docking analysis of PPARγ with phytochemicals from Moroccan medicinal plants |
title_full_unstemmed | Molecular docking analysis of PPARγ with phytochemicals from Moroccan medicinal plants |
title_short | Molecular docking analysis of PPARγ with phytochemicals from Moroccan medicinal plants |
title_sort | molecular docking analysis of pparγ with phytochemicals from moroccan medicinal plants |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10605085/ https://www.ncbi.nlm.nih.gov/pubmed/37901293 http://dx.doi.org/10.6026/97320630019795 |
work_keys_str_mv | AT elkhattabilamiae moleculardockinganalysisofppargwithphytochemicalsfrommoroccanmedicinalplants AT zouhdisalwa moleculardockinganalysisofppargwithphytochemicalsfrommoroccanmedicinalplants AT moussetadfairouz moleculardockinganalysisofppargwithphytochemicalsfrommoroccanmedicinalplants AT kettanianass moleculardockinganalysisofppargwithphytochemicalsfrommoroccanmedicinalplants AT barakatabdelhamid moleculardockinganalysisofppargwithphytochemicalsfrommoroccanmedicinalplants AT sailerachid moleculardockinganalysisofppargwithphytochemicalsfrommoroccanmedicinalplants |