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Updated: Jan 29, 2026

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
Structure based docking and molecular dynamics studies: Peroxisome proliferator-activated receptors -α/γ dual
Virendra Nath1, Rohini Agrawal1, Vipin Kumar1
1Department of Pharmacy, School of Chemical Sciences and Pharmacy, Central University of Rajasthan, Ajmer, India.
Abstract:
Diabetes is a foremost health problem globally susceptible to increased mortality and morbidity. The present therapies in the antidiabetic class have sound adverse effects and thus, emphasis on the further need to develop effective medication therapy. Peroxisome proliferator-activated receptor alpha-gamma dual approach represents an interesting target for developing novel anti-diabetic drug along with potential anti-hyperlipidimic activity. In the current study, the peroxisome proliferator-activated receptor alpha-gamma agonistic hits were screened by hierarchical virtual screening of drug like compounds followed by molecular dynamics simulation and knowledge-based structure-activity relation analysis. The key amino acid residues of binding pockets of both target proteins were acknowledged as essential and were found to be associated in the key interactions with the most potential dual hit. This dual targeted approach of structure based computational technique was undertaken to identify prevalent promising hits for both targets with binding energy and absorption distribution metabolism excretion prediction supported the analysis of their pharmacokinetic potential. In addition, stability analysis using molecular dynamics simulation of the target protein complexes was performed with the most promising dual targeted hit found in this study. Further, comparative analysis of binding site of both targets was done for the development of knowledge-based structure-activity relationship, which may useful for successful designing of dual agonistic candidates. AbbreviationsADMEabsorption distribution metabolism excretionHTVShighthroughput virtual screeningMDmolecular dynamicsMMGBSAmolecular mechanics generalized bonn solvation accessiblePDBprotein data bankPPARperoxisome proliferator-activated receptorRMSDRoot mean square deviationRMSFRoot mean square fluctuationSARstructural activity relationshipSPsimple precisionT2DMTypeII diabetes mellitusXPExtra precisionCommunicated by Ramaswamy H. Sarma.
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