Related Experiment Video
Updated: Aug 14, 2026

Modeling an Enzyme Active Site using Molecular Visualization Freeware
Published on: December 25, 2021
From structural insight to molecule: Integrative molecular simulations identify candidate pyruvate kinase activators
Doni Dermawan1, Nasser Alotaiq2
1Department of Applied Biotechnology, Faculty of Chemistry, Warsaw University of Technology, Warsaw, Poland.
Abstract:
Pyruvate kinase (PKLR) is a key glycolytic enzyme that regulates red blood cell energy homeostasis. Although Mitapivat is the first approved allosteric activator for pyruvate kinase deficiency (PKD), its clinical utility is limited by metabolic and pharmacokinetic challenges, underscoring the need for improved analogues. This study aimed to identify novel Mitapivat-derived scaffolds with enhanced PKLR binding, stability, and drug-like properties using an integrated computational approach. A total of 190 structurally related derivatives were screened through molecular docking, pharmacophore modeling, frontier molecular orbital (HOMO-LUMO) analysis, 200 ns molecular dynamics (MD) simulations, MM/PBSA free energy calculations, ADMET profiling, and retrosynthetic feasibility assessment. Comparative analyses were performed against Mitapivat and phenylalanine, an endogenous PKLR inhibitor. Among the screened compounds, CHEMBL3729403 and CHEMBL3729860 emerged as the most promising candidates. CHEMBL3729403 exhibited the strongest docking affinity (-9.10 kcal/mol) and superior MD stability, with the lowest average RMSD (0.419 nm) and highest hydrogen-bond occupancy (1.039). MM/PBSA calculations revealed stronger binding free energies for CHEMBL3729403 (-26.39 ± 3.21 kcal/mol) and CHEMBL3729860 (-23.05 ± 3.59 kcal/mol) than Mitapivat (-21.35 ± 3.46 kcal/mol) and phenylalanine (-3.89 ± 3.91 kcal/mol). Pharmacophore analysis demonstrated conservation of the key interaction features required for PKLR activation, while HOMO-LUMO analysis revealed comparable electronic characteristics across the lead compounds, supporting their compatibility with ligand-protein interactions. ADMET profiling predicted favorable oral absorption (81.5% and 81.3%), good intestinal permeability, acceptable drug-likeness, and the absence of predicted mutagenic, tumorigenic, reproductive, or irritant liabilities for CHEMBL3729403 and CHEMBL3729860. Retrosynthetic analysis further supported their synthetic accessibility through feasible sulfonamide-coupling routes. Overall, CHEMBL3729403 and CHEMBL3729860 were identified as promising putative PKLR activators with improved predicted binding, stability, and pharmacokinetic properties compared with Mitapivat. These findings warrant further experimental validation to confirm their therapeutic potential in PKD and related metabolic disorders.
Related Concept Videos
Enzymes
Enzyme deficiencies can often translate into life-threatening diseases. For example, a genetic abnormality resulting in the deficiency of the enzyme G6PD...
Allosteric Proteins-ATCase
Aspartate transcarbamoylase (ATCase) is a cytosolic enzyme that catalyzes the condensation of L-aspartate and carbamoyl phosphate to N-carbamoyl-L-aspartate. This reaction is the first step in pyrimidine biosynthesis. UTP and CTP, the end products of the pyrimidine synthesis pathway,...
Introduction to Mechanisms of Enzyme Catalysis
Ligand Binding and Linkage
Covalently Linked Protein Regulators
These groups modify specific amino acids in a protein.
Introduction to Enzyme Kinetics
The experimenter can then plot the initial reaction rate or velocity (Vo) of a given trial against the substrate concentration ([S]) to obtain a graph of the reaction properties. For many enzymatic reactions involving a...

