Identification of novel brain penetrant GSK-3β inhibitors toward Alzheimer's disease therapy by virtual screening, molecular docking, dynamic simulation, and MMPBSA analysis

被引:0
作者
Dasgupta, Asmita [1 ]
Kalidass, Kastro [1 ]
Farisha, Shabnam [1 ]
Saha, Rounak [1 ]
Ghosh, Sanjukta [1 ]
Ampasala, Dinakara Rao [2 ]
机构
[1] Pondicherry Univ, Dept Biochem & Mol Biol, Pondicherry 605014, India
[2] Pondicherry Univ, Dept Bioinformat, Pondicherry, India
关键词
Alzheimer's disease; AutoDock Vina; blood brain barrier; free energy landscape; GSK-3; beta; MM-PBSA; molecular dynamic simulation; pkCSM; SwissADME; virtual screening; GLYCOGEN-SYNTHASE KINASE; PROTEIN SECONDARY STRUCTURE; PRIMED PHOSPHORYLATION; SUBSTRATE-SPECIFICITY; TAU PHOSPHORYLATION; KINASE-3-BETA; MODULATION; 3-BETA; GSK3; CONVERGENCE;
D O I
10.1080/07391102.2024.2411524
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
One of the significant therapeutic targets for Alzheimer's disease (AD) is Glycogen Synthase Kinase-3 beta (GSK-3 beta). Inhibition of GSK-3 beta can prevent hyperphosphorylation of tau, and thus prevent formation and accumulation of neurofibrillary tangles and neuropil threads that block intracellular transport, trigger unfolded protein response, and increase oxidative stress, cumulatively leading to neurodegeneration. In this study, we have performed structure-based virtual screening of two small-molecule libraries from ChemDiv CNS databases using AutoDock Vina to identify hit molecules based on their binding affinities compared to that of an established GSK-3 beta inhibitor, indirubin-3'-monoxime (IMO). Pharmacoinformatic screening on SwissADME and pkCSM servers enabled identification of lead molecules with favorable pharmacoinformatic properties for drug likeliness, including blood brain barrier (BBB) permeability. Further, molecular dynamic simulations identified six candidate lead molecules that show stable complex formation with GSK-3 beta in dynamic state under physiological conditions. Principal component analysis of the dynamic state was used to plot Free Energy Landscapes (FELs) of GSK-3 beta-ligand complexes. STRIDE secondary structure analysis of the lowest energy conformations identified from FEL plots, and binding free energy calculations by Molecular Mechanics Poisson-Boltzmann Surface Area ((Delta Gbind)MM-PBSA) of the simulation trajectories led to the identification of two ligands as potential lead molecules having favorable free energy landscape profiles as well as significantly lower (Delta Gbind)MM-PBSA in dynamic state compared to that of reference inhibitor IMO. Hence, this study identifies two novel brain penetrant GSK-3 beta inhibitors that are likely to have therapeutic potential against Alzheimer's disease.
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页数:27
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