Identifying potential inhibitors of C-X-C motif chemokine ligand10 against vitiligo: structure-based virtual screening, molecular dynamics simulation, and principal component analysis

白癜风 主成分分析 虚拟筛选 化学 计算生物学 主题(音乐) 分子动力学 生物 遗传学 计算化学 计算机科学 人工智能 物理 声学
作者
Mohammad Kalim Ahmad Khan,Sultan Alouffi,Saheem Ahmad
出处
期刊:Journal of Biomolecular Structure & Dynamics [Taylor & Francis]
卷期号:42 (15): 8045-8062 被引量:1
标识
DOI:10.1080/07391102.2023.2242952
摘要

AbstractThe 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. SarmaHIGHLIGHTSCXCL10 plays a significant role in inducing auto-immunity in vitiligo through JAK/STAT pathway.The present study identifies the small molecule as a potential inhibitor of CXCL10 using SBVS, MD simulation, and PCA.Ten ligand hits have been identified as having better binding propensity than the known inhibitor Baicalein.MCULE2726078782-0-2 may be suggested as a therapeutic agent to inhibit CXCL10 because it has all the druggable properties necessary to specify an oral drug molecule.Keywords: VitiligoCXCL10SBVSdockingMD-simulationPCA AcknowledgmentThis research has been funded by Deputy for Research & Innovation, Ministry of Education through Initiative of Institutional Funding at University of Ha'il –Saudi Arabia through project number IFP-22 065.Authors contributionMKAK has performed the experiments and prepared the manuscript. S Alouffi have helped in manuscript writing and technical assistance. SA have planned and designed the experiments, and SA and S Alouffi provided overall supervision.Disclosure statementNo potential conflict of interest was reported by the authors.Additional informationFundingThis research has been funded by Deputy for Research & Innovation, Ministry of Education through Initiative of Institutional Funding at University of Ha'il –Saudi Arabia through project number IFP-22 065.
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