Molecular dynamics, quantum mechanics and docking studies of some Keap1 inhibitors – An insight into the atomistic mechanisms of their antioxidant potential

Inhibitors of Keap1 would disrupt the covalent interaction between Keap1 and Nrf2 to unleash Nrf2 transcriptional machinery that orchestrates its cellular antioxidant, cytoprotective and detoxification processes thereby, protecting the cells against oxidative stress mediated diseases. In this in sil...

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Main Authors: Temitope Isaac Adelusi, Misbaudeen Abdul-Hammed, Mukhtar Oluwaseun Idris, Qudus Kehinde Oyedele, Ibrahim Olaide Adedotun
Format: Article
Language:English
Published: Elsevier 2021-06-01
Series:Heliyon
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844021014201
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spelling doaj-efe9dd0639554b72946fabd5405cf02a2021-07-05T16:34:43ZengElsevierHeliyon2405-84402021-06-0176e07317Molecular dynamics, quantum mechanics and docking studies of some Keap1 inhibitors – An insight into the atomistic mechanisms of their antioxidant potentialTemitope Isaac Adelusi0Misbaudeen Abdul-Hammed1Mukhtar Oluwaseun Idris2Qudus Kehinde Oyedele3Ibrahim Olaide Adedotun4Computational Biology/Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomosho, Nigeria; Corresponding author.Biophysical and Computational Chemistry Unit, Department of Pure and Applied Chemistry, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, NigeriaSchool of Life Sciences, University of Science and Technology of China, Hefei, Anhui, ChinaComputational Biology/Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomosho, NigeriaBiophysical and Computational Chemistry Unit, Department of Pure and Applied Chemistry, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, NigeriaInhibitors of Keap1 would disrupt the covalent interaction between Keap1 and Nrf2 to unleash Nrf2 transcriptional machinery that orchestrates its cellular antioxidant, cytoprotective and detoxification processes thereby, protecting the cells against oxidative stress mediated diseases. In this in silico research, we investigated the Keap1 inhibiting potential of fifty (50) antioxidants using pharmacokinetic ADMET profiling, bioactivity assessment, physicochemical studies, molecular docking investigation, molecular dynamics and Quantum mechanical-based Density Functional Theory (DFT) studies using Keap1 as the apoprotein control. Out of these 50 antioxidants, Maslinic acid (MASA), 18-alpha-glycyrrhetinic acid (18-AGA) and resveratrol stand out by passing the RO5 (Lipinski rule of 5) for the physicochemical properties and ADMET studies. These three compounds also show high binding affinity of -10.6 kJ/mol, -10.4 kJ/mol and -7.8 kJ/mol at the kelch pocket of Keap1 respectively. Analysis of the 20ns trajectories using RMSD, RMSF, ROG and h-bond parameters revealed the stability of these compounds after comparing them with Keap1 apoprotein. Furthermore, the electron donating and accepting potentials of these compounds was used to investigate their reactivity using Density Functional Theory (HOMO and LUMO) and it was revealed that resveratrol had the highest stability based on its low energy gap. Our results predict that the three compounds are potential drug candidates with domiciled therapeutic functions against oxidative stress-mediated diseases. However, resveratrol stands out as the compound with the best stability and therefore, could be the best candidate with the best therapeutic efficacy.http://www.sciencedirect.com/science/article/pii/S2405844021014201Molecular dynamicsMolecular dockingDensity functional theoryKeap1
collection DOAJ
language English
format Article
sources DOAJ
author Temitope Isaac Adelusi
Misbaudeen Abdul-Hammed
Mukhtar Oluwaseun Idris
Qudus Kehinde Oyedele
Ibrahim Olaide Adedotun
spellingShingle Temitope Isaac Adelusi
Misbaudeen Abdul-Hammed
Mukhtar Oluwaseun Idris
Qudus Kehinde Oyedele
Ibrahim Olaide Adedotun
Molecular dynamics, quantum mechanics and docking studies of some Keap1 inhibitors – An insight into the atomistic mechanisms of their antioxidant potential
Heliyon
Molecular dynamics
Molecular docking
Density functional theory
Keap1
author_facet Temitope Isaac Adelusi
Misbaudeen Abdul-Hammed
Mukhtar Oluwaseun Idris
Qudus Kehinde Oyedele
Ibrahim Olaide Adedotun
author_sort Temitope Isaac Adelusi
title Molecular dynamics, quantum mechanics and docking studies of some Keap1 inhibitors – An insight into the atomistic mechanisms of their antioxidant potential
title_short Molecular dynamics, quantum mechanics and docking studies of some Keap1 inhibitors – An insight into the atomistic mechanisms of their antioxidant potential
title_full Molecular dynamics, quantum mechanics and docking studies of some Keap1 inhibitors – An insight into the atomistic mechanisms of their antioxidant potential
title_fullStr Molecular dynamics, quantum mechanics and docking studies of some Keap1 inhibitors – An insight into the atomistic mechanisms of their antioxidant potential
title_full_unstemmed Molecular dynamics, quantum mechanics and docking studies of some Keap1 inhibitors – An insight into the atomistic mechanisms of their antioxidant potential
title_sort molecular dynamics, quantum mechanics and docking studies of some keap1 inhibitors – an insight into the atomistic mechanisms of their antioxidant potential
publisher Elsevier
series Heliyon
issn 2405-8440
publishDate 2021-06-01
description Inhibitors of Keap1 would disrupt the covalent interaction between Keap1 and Nrf2 to unleash Nrf2 transcriptional machinery that orchestrates its cellular antioxidant, cytoprotective and detoxification processes thereby, protecting the cells against oxidative stress mediated diseases. In this in silico research, we investigated the Keap1 inhibiting potential of fifty (50) antioxidants using pharmacokinetic ADMET profiling, bioactivity assessment, physicochemical studies, molecular docking investigation, molecular dynamics and Quantum mechanical-based Density Functional Theory (DFT) studies using Keap1 as the apoprotein control. Out of these 50 antioxidants, Maslinic acid (MASA), 18-alpha-glycyrrhetinic acid (18-AGA) and resveratrol stand out by passing the RO5 (Lipinski rule of 5) for the physicochemical properties and ADMET studies. These three compounds also show high binding affinity of -10.6 kJ/mol, -10.4 kJ/mol and -7.8 kJ/mol at the kelch pocket of Keap1 respectively. Analysis of the 20ns trajectories using RMSD, RMSF, ROG and h-bond parameters revealed the stability of these compounds after comparing them with Keap1 apoprotein. Furthermore, the electron donating and accepting potentials of these compounds was used to investigate their reactivity using Density Functional Theory (HOMO and LUMO) and it was revealed that resveratrol had the highest stability based on its low energy gap. Our results predict that the three compounds are potential drug candidates with domiciled therapeutic functions against oxidative stress-mediated diseases. However, resveratrol stands out as the compound with the best stability and therefore, could be the best candidate with the best therapeutic efficacy.
topic Molecular dynamics
Molecular docking
Density functional theory
Keap1
url http://www.sciencedirect.com/science/article/pii/S2405844021014201
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