Identifying potential inhibitors of C-X-C motif chemokine ligand10 against vitiligo: structure-based virtual screening, molecular dynamics simulation, and principal component analysis
- 11 August 2023
- journal article
- research article
- Published by Taylor & Francis in Journal of Biomolecular Structure and Dynamics
- Vol. 42 (15) , 8045-8062
Abstract
The research aims to envisage small molecule inhibitors targeting the C-X-C motif chemokine ligand 10 (CXCL10) of the JAK/STAT pathway. CXCL10 plays a significant role in inducing auto-immunity in vitiligo through JAK/STAT pathway. To accomplish the aim, structure-based virtual screening with fundamental search limits, e.g., molecular weight (MW ≤ 500 Da), hydrogen bond donor (HBD ≤ 5), hydrogen bond acceptor (HBA ≤ 10), and lipophilicity (logP ≤ 5) was used to screen investigational molecules from MCULE database. The SBVS-ligand hits were sifted through toxicity profiling followed by filtration through the Brain or IntestinaL EstimateD-Egg model to check the human intestinal abortion and blood-brain barrier permeation based on two physicochemical properties, including topological surface area and WLOGP. The BOILED-Egg filtered compounds were passed through drug-likeness features other than Pfizer's Lipinski rule of five, viz., Ghose filters, Muegge filters, Egan parameters, and Veber filters, followed by medicinal chemistry's pan assay interference structure and Brenk alert investigation. Chemical compounds that comply with the above ADME descriptors were docked with target protein CXCL10 via AutoDock Vina. The stability of the top two ligand hits was assessed through dynamics simulations of 100 ns and principal component analysis and compared with the reference drugs Baicalein and EGCG. Based on the findings of Gibbs free energy of binding, ADME profiling, medicinal chemistry attributes depiction, root-mean-square deviation, root-mean-square fluctuation, solvent accessible surface area, the free energy of solvation, the radius of gyration, and PCA, MCULE2726078782-0-2 was found better than potential reference drug Baicalein.Communicated by Ramaswamy H. Sarma.Keywords
Funding Information
- Research Supporting Project (RSP-2021/352)
This publication has 64 references indexed in Scilit:
- Drug Solubility: Importance and Enhancement TechniquesISRN Pharmaceutics, 2012
- Revised classification/nomenclature of vitiligo and related issues: the Vitiligo Global Issues Consensus ConferencePigment Cell & Melanoma Research, 2012
- Open Babel: An open chemical toolboxJournal of Cheminformatics, 2011
- CHARMM general force field: A force field for drug‐like molecules compatible with the CHARMM all‐atom additive biological force fieldsJournal of Computational Chemistry, 2009
- Estimation of synthetic accessibility score of drug-like molecules based on molecular complexity and fragment contributionsJournal of Cheminformatics, 2009
- AutoDock Vina: Improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreadingJournal of Computational Chemistry, 2009
- Lessons Learnt from Assembling Screening Libraries for Drug Discovery for Neglected DiseasesChemMedChem, 2008
- GROMACS: Fast, flexible, and freeJournal of Computational Chemistry, 2005
- The Design of Leadlike Combinatorial LibrariesAngewandte Chemie International Edition, 1999
- Simple Method of Calculating Octanol/Water Partition Coefficient.Chemical and Pharmaceutical Bulletin, 1992