Research Unit in Bioinformatics (RUBi), Department of Biochemistry and Microbiology, Rhodes University, Grahamstown, 6140, South Africa.
Department of Biochemistry and Microbiology, Rhodes University, Grahamstown, 6140, South Africa.
Sci Rep. 2021 Jan 14;11(1):1413. doi: 10.1038/s41598-020-80722-2.
Malaria elimination can benefit from time and cost-efficient approaches for antimalarials such as drug repurposing. In this work, 796 DrugBank compounds were screened against 36 Plasmodium falciparum targets using QuickVina-W. Hits were selected after rescoring using GRaph Interaction Matching (GRIM) and ligand efficiency metrics: surface efficiency index (SEI), binding efficiency index (BEI) and lipophilic efficiency (LipE). They were further evaluated in Molecular dynamics (MD). Twenty-five protein-ligand complexes were finally retained from the 28,656 (36 × 796) dockings. Hit GRIM scores (0.58 to 0.78) showed their molecular interaction similarity to co-crystallized ligands. Minimum LipE (3), SEI (23) and BEI (7) were in at least acceptable thresholds for hits. Binding energies ranged from -6 to -11 kcal/mol. Ligands showed stability in MD simulation with good hydrogen bonding and favorable protein-ligand interactions energy (the poorest being -140.12 kcal/mol). In vitro testing showed 4 active compounds with two having IC values in the single-digit μM range.
疟疾消除可以受益于时间和成本效益高的抗疟方法,如药物再利用。在这项工作中,使用 QuickVina-W 对 796 种 DrugBank 化合物进行了 36 种恶性疟原虫靶标筛选。使用 GRaph Interaction Matching (GRIM) 和配体效率指标(表面效率指数 SEI、结合效率指数 BEI 和脂溶性效率 LipE)重新评分后,选择命中。它们在分子动力学 (MD) 中进一步进行了评估。从 28656 个(36×796)对接中最终保留了 25 个蛋白-配体复合物。命中 GRIM 分数(0.58 至 0.78)表明它们的分子相互作用与共结晶配体相似。最小的 LipE(3)、SEI(23)和 BEI(7)至少在命中的可接受阈值内。结合能范围为-6 至-11 kcal/mol。配体在 MD 模拟中表现出稳定性,具有良好的氢键和有利的蛋白-配体相互作用能(最差的为-140.12 kcal/mol)。体外测试显示有 4 种活性化合物,其中有 2 种的 IC 值在个位数μM 范围内。