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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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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