Exploring novel and potent glycogen synthase kinase-3β inhibitors through systematic drug designing approach
Shabir Ahmad Ganai1, Suma Mohan2, Shahid Ahmad Padder3
1Division of Basic Sciences & Humanities, FoH, SKUAST-Kashmir, Shalimar, Srinagar, Jammu & Kashmir, 190025, India. shabir.muntazir82@gmail.com.
Abstract:
Significant implications of glycogen synthase kinase-3β (GSK-3β) have been reported in various neuronal disorders and malignant cancers. GSK-3β modulates diverse protein targets through phosphorylation, and its aberrant activity leads to neurological complications as well as tumour onset. Therefore, inhibiting GSK-3β activity through active-site fitting molecules may offer a favourable strategy for intercepting these disorders. This comprehensive study used multiple assays in tandem in order to explore the most potent GSK-3β inhibitor. Following structural similarity screening, 135 molecular docking and 135 standard MM-GBSA experiments were performed using AZD1080, a known inhibitor as standard. Among the 32 molecules demonstrating a stronger binding affinity than reference, only the two most potent molecules were chosen and their binding free energy was compared to AZD1080 using the Desmond trajectory clustering and eventual MM-GBSA. Additionally, the interaction status of these molecules and AZD1080 with GSK-3β was explored post-molecular dynamics. The stability of the strongest molecule (most potent) was evaluated in the active site of the above-mentioned kinase keeping its apo-form as reference. Notably, the e-Pharmacophores mapping was performed to address the level of complementarity of the most potent molecule and AZD1080 with the functional site of GSK-3β. Using various techniques, we identified the molecule with PubChem CID: 11167509 as the strongest molecule for obstructing GSK-3β, which may serve as a promising therapeutic after the meticulous evaluation on diverse models.
Insights
Researchers identified a potent inhibitor for glycogen synthase kinase-3β (GSK-3β), a key target in neurological disorders and cancer. This molecule, PubChem CID: 11167509, shows strong potential for therapeutic development against GSK-3β-related diseases.
Area of Science:
- Biochemistry and Medicinal Chemistry
- Computational Drug Discovery
- Molecular Pharmacology
Background:
- Glycogen synthase kinase-3β (GSK-3β) is implicated in neuronal disorders and cancers.
- Aberrant GSK-3β activity drives neurological complications and tumor development.
- Targeting GSK-3β with inhibitors is a promising therapeutic strategy.
Purpose of the Study:
- To identify the most potent inhibitor of GSK-3β.
- To evaluate novel molecules against GSK-3β using computational methods.
- To explore therapeutic potential for GSK-3β-related diseases.
Main Methods:
- Structural similarity screening and molecular docking.
- MM-GBSA calculations and molecular dynamics simulations.
- e-Pharmacophore mapping and stability analysis.
Main Results:
- 32 molecules showed stronger binding affinity than the reference inhibitor AZD1080.
- PubChem CID: 11167509 was identified as the strongest GSK-3β inhibitor.
- The potent molecule demonstrated favorable binding and stability in the GSK-3β active site.
Conclusions:
- PubChem CID: 11167509 is a highly promising candidate for GSK-3β inhibition.
- This molecule warrants further investigation for therapeutic applications.
- Computational approaches effectively identified potent kinase inhibitors.
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