Cargando…

In Silico Characterization of Withania coagulans Bioactive Compounds as Potential Inhibitors of Hydroxymethylglutaryl (HMG-CoA) Reductase of Mus musculus

[Image: see text] Hypercholesterolemia is a mediator for the etiology of cardiovascular diseases, which are characterized as the global leading cause of mortality. We aimed to investigate the inhibitory activity of Withania coagulans compounds against 3-hydroxy-3-methylglutaryl-coenzyme A reductase...

Descripción completa

Detalles Bibliográficos
Autores principales: Azmi, Muhammad Bilal, Khan, Fearoz, Asif, Uzma, Khurshid, Beenish, Wadood, Abdul, Qureshi, Shamim Akhtar, Ahmed, Syed Danish Haseen, Mudassir, Hina Akram, Sheikh, Sadia Ikhlaque, Feroz, Nazia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9909811/
https://www.ncbi.nlm.nih.gov/pubmed/36777558
http://dx.doi.org/10.1021/acsomega.2c07893
_version_ 1784884654498643968
author Azmi, Muhammad Bilal
Khan, Fearoz
Asif, Uzma
Khurshid, Beenish
Wadood, Abdul
Qureshi, Shamim Akhtar
Ahmed, Syed Danish Haseen
Mudassir, Hina Akram
Sheikh, Sadia Ikhlaque
Feroz, Nazia
author_facet Azmi, Muhammad Bilal
Khan, Fearoz
Asif, Uzma
Khurshid, Beenish
Wadood, Abdul
Qureshi, Shamim Akhtar
Ahmed, Syed Danish Haseen
Mudassir, Hina Akram
Sheikh, Sadia Ikhlaque
Feroz, Nazia
author_sort Azmi, Muhammad Bilal
collection PubMed
description [Image: see text] Hypercholesterolemia is a mediator for the etiology of cardiovascular diseases, which are characterized as the global leading cause of mortality. We aimed to investigate the inhibitory activity of Withania coagulans compounds against 3-hydroxy-3-methylglutaryl-coenzyme A reductase (Hmgcr) of Mus musculus using an extensive in silico approach. The 3D structure of the Hmgcr protein is not yet known, so we performed the homology modeling using MODELLER and SWISS-MODEL tools, followed with structural validation and assessment. The PROCHECK web server showed that the top-ranked homology model from SWISS-MODEL has 93.4% of residues in the most-favorable region, the quality factor was 98%, and the Verify3D score was 91.43%, compared to the other generated models. The druggable protein-binding cavities in a 3D model of Hmgcr were investigated with the aid of commonly prescribed statin compounds using the CB-dock approach. We compiled a 3D compound library of W. coagulans, followed by drug-likeness evaluation, and found 20 eligible compounds. The pattern of consensus residues obtained from the CB-dock procedure was then used for grid-box docking of W. coagulans compounds and statin drugs using AutoDock 4.2, respectively. The results showed that withanolide R (−10.77 kcal/mol), withanolide Q (−10.56 kcal/mol), withanolide J (−10.52 kcal/mol), atorvastatin (−8.99 kcal/mol), simvastatin (−8.66 kcal/mol), and rosuvastatin (−8.58 kcal/mol) were promising candidates that bind Hmgcr protein. The key residues involved in protein–ligand (withanolide R) interactions were Y516, C526, V529, I530, M533, I535, and V537, and the formation of a H-bond was at C526, M533, and I535 residues. M533 was the consensus residue having a tendency to form a H-bond with withanolide Q, too. Molecular dynamics simulations were used to validate the top-ranked docked complexes for the stability of the modeled protein. We also predicted the pharmacokinetic properties of binding affinity-based top-ranked compounds and concluded that they could be used as potential inhibitors of Hmgcr. However, further in vitro and in vivo studies are essential to completing the drug development process.
format Online
Article
Text
id pubmed-9909811
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher American Chemical Society
record_format MEDLINE/PubMed
spelling pubmed-99098112023-02-10 In Silico Characterization of Withania coagulans Bioactive Compounds as Potential Inhibitors of Hydroxymethylglutaryl (HMG-CoA) Reductase of Mus musculus Azmi, Muhammad Bilal Khan, Fearoz Asif, Uzma Khurshid, Beenish Wadood, Abdul Qureshi, Shamim Akhtar Ahmed, Syed Danish Haseen Mudassir, Hina Akram Sheikh, Sadia Ikhlaque Feroz, Nazia ACS Omega [Image: see text] Hypercholesterolemia is a mediator for the etiology of cardiovascular diseases, which are characterized as the global leading cause of mortality. We aimed to investigate the inhibitory activity of Withania coagulans compounds against 3-hydroxy-3-methylglutaryl-coenzyme A reductase (Hmgcr) of Mus musculus using an extensive in silico approach. The 3D structure of the Hmgcr protein is not yet known, so we performed the homology modeling using MODELLER and SWISS-MODEL tools, followed with structural validation and assessment. The PROCHECK web server showed that the top-ranked homology model from SWISS-MODEL has 93.4% of residues in the most-favorable region, the quality factor was 98%, and the Verify3D score was 91.43%, compared to the other generated models. The druggable protein-binding cavities in a 3D model of Hmgcr were investigated with the aid of commonly prescribed statin compounds using the CB-dock approach. We compiled a 3D compound library of W. coagulans, followed by drug-likeness evaluation, and found 20 eligible compounds. The pattern of consensus residues obtained from the CB-dock procedure was then used for grid-box docking of W. coagulans compounds and statin drugs using AutoDock 4.2, respectively. The results showed that withanolide R (−10.77 kcal/mol), withanolide Q (−10.56 kcal/mol), withanolide J (−10.52 kcal/mol), atorvastatin (−8.99 kcal/mol), simvastatin (−8.66 kcal/mol), and rosuvastatin (−8.58 kcal/mol) were promising candidates that bind Hmgcr protein. The key residues involved in protein–ligand (withanolide R) interactions were Y516, C526, V529, I530, M533, I535, and V537, and the formation of a H-bond was at C526, M533, and I535 residues. M533 was the consensus residue having a tendency to form a H-bond with withanolide Q, too. Molecular dynamics simulations were used to validate the top-ranked docked complexes for the stability of the modeled protein. We also predicted the pharmacokinetic properties of binding affinity-based top-ranked compounds and concluded that they could be used as potential inhibitors of Hmgcr. However, further in vitro and in vivo studies are essential to completing the drug development process. American Chemical Society 2023-01-30 /pmc/articles/PMC9909811/ /pubmed/36777558 http://dx.doi.org/10.1021/acsomega.2c07893 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Azmi, Muhammad Bilal
Khan, Fearoz
Asif, Uzma
Khurshid, Beenish
Wadood, Abdul
Qureshi, Shamim Akhtar
Ahmed, Syed Danish Haseen
Mudassir, Hina Akram
Sheikh, Sadia Ikhlaque
Feroz, Nazia
In Silico Characterization of Withania coagulans Bioactive Compounds as Potential Inhibitors of Hydroxymethylglutaryl (HMG-CoA) Reductase of Mus musculus
title In Silico Characterization of Withania coagulans Bioactive Compounds as Potential Inhibitors of Hydroxymethylglutaryl (HMG-CoA) Reductase of Mus musculus
title_full In Silico Characterization of Withania coagulans Bioactive Compounds as Potential Inhibitors of Hydroxymethylglutaryl (HMG-CoA) Reductase of Mus musculus
title_fullStr In Silico Characterization of Withania coagulans Bioactive Compounds as Potential Inhibitors of Hydroxymethylglutaryl (HMG-CoA) Reductase of Mus musculus
title_full_unstemmed In Silico Characterization of Withania coagulans Bioactive Compounds as Potential Inhibitors of Hydroxymethylglutaryl (HMG-CoA) Reductase of Mus musculus
title_short In Silico Characterization of Withania coagulans Bioactive Compounds as Potential Inhibitors of Hydroxymethylglutaryl (HMG-CoA) Reductase of Mus musculus
title_sort in silico characterization of withania coagulans bioactive compounds as potential inhibitors of hydroxymethylglutaryl (hmg-coa) reductase of mus musculus
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9909811/
https://www.ncbi.nlm.nih.gov/pubmed/36777558
http://dx.doi.org/10.1021/acsomega.2c07893
work_keys_str_mv AT azmimuhammadbilal insilicocharacterizationofwithaniacoagulansbioactivecompoundsaspotentialinhibitorsofhydroxymethylglutarylhmgcoareductaseofmusmusculus
AT khanfearoz insilicocharacterizationofwithaniacoagulansbioactivecompoundsaspotentialinhibitorsofhydroxymethylglutarylhmgcoareductaseofmusmusculus
AT asifuzma insilicocharacterizationofwithaniacoagulansbioactivecompoundsaspotentialinhibitorsofhydroxymethylglutarylhmgcoareductaseofmusmusculus
AT khurshidbeenish insilicocharacterizationofwithaniacoagulansbioactivecompoundsaspotentialinhibitorsofhydroxymethylglutarylhmgcoareductaseofmusmusculus
AT wadoodabdul insilicocharacterizationofwithaniacoagulansbioactivecompoundsaspotentialinhibitorsofhydroxymethylglutarylhmgcoareductaseofmusmusculus
AT qureshishamimakhtar insilicocharacterizationofwithaniacoagulansbioactivecompoundsaspotentialinhibitorsofhydroxymethylglutarylhmgcoareductaseofmusmusculus
AT ahmedsyeddanishhaseen insilicocharacterizationofwithaniacoagulansbioactivecompoundsaspotentialinhibitorsofhydroxymethylglutarylhmgcoareductaseofmusmusculus
AT mudassirhinaakram insilicocharacterizationofwithaniacoagulansbioactivecompoundsaspotentialinhibitorsofhydroxymethylglutarylhmgcoareductaseofmusmusculus
AT sheikhsadiaikhlaque insilicocharacterizationofwithaniacoagulansbioactivecompoundsaspotentialinhibitorsofhydroxymethylglutarylhmgcoareductaseofmusmusculus
AT feroznazia insilicocharacterizationofwithaniacoagulansbioactivecompoundsaspotentialinhibitorsofhydroxymethylglutarylhmgcoareductaseofmusmusculus