Computational Discovery of Phytochemicals Targeting InhA of Mycobacterium tuberculosis: Insights from Molecular Docking, MMGBSA, ADME Profiling, and Molecular Dynamics Simulations.

IF 1.6
Dev Kumar, Bhoomika, Alka Khichi, Ritu Jakhar, Mehak Dangi
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Abstract

Introduction: Tuberculosis (TB) is one of the most serious global health issues, with the increasing number of multidrug-resistant TB cases emphasizing the need for new therapeutic approaches. Phytochemicals, with their diverse structures and favorable safety profiles, are a largely unexplored area for anti-TB drug development.

Methods: An ethnobotanical study and literature analysis identified 310 medicinal plants traditionally used to treat respiratory infections, which produced 4,087 phytochemicals. Their structures were obtained from PubChem or drawn using ChemDraw, and pharmacokinetic properties were analyzed using QikProp. Enoyl-acyl carrier protein reductase (InhA, PDB ID: 4TRO), an important enzyme involved in mycolic acid biosynthesis, was selected as the target protein. Molecular docking was performed using Glide, followed by MMGBSA calculations, and the best hits were validated by 300 ns molecular dynamics simulations using the GROMACS pipeline.

Results: Binding affinities showed that four phytochemicals, namely Patuletin, skimmin, flavonol- 3-O-D-glycoside, and salicin, had significantly higher binding affinity scores (-10.06 to -8.82 kcal/mol) than first-line anti-TB drugs isoniazid (-6.35 kcal/mol) and pyrazinamide (-4.22 kcal/mol). Patuletin and skimmin had MM-GBSA binding affinity scores of -74.89 and -71.76 kcal/mol, respectively. MD simulations of the top 3 compounds and control showed that the protein-ligand complexes were stable, as indicated by the RMSD, RMSF, Radius of gyration, SASA, and HBONDS.

Discussion: Patuletin and Skimmin demonstrated strong binding affinity and structural stability against the InhA enzyme (PDB: 4TRO), indicating their potential as promising lead compounds for anti-tuberculosis effects. Derived from ethnomedicinal plants, these phytochemicals not only target key mycobacterial pathways but may also offer hepatoprotective and immunomodulatory benefits. The findings support the exploration of plant-derived compounds as safer and effective alternatives or adjuncts to conventional anti-TB therapies.

Conclusion: The combination of virtual screening, ADME studies, and MD simulations enabled the identification of phytochemicals with promising interactions toward InhA, an established anti-TB target. The findings are based solely on computational analysis and should be interpreted as preliminary evidence of target engagement rather than confirmed inhibitory activity or therapeutic efficacy. These natural products may serve as potential lead compounds for further anti-tubercular drug discovery, warranting subsequent biochemical, cellular, and in vivo validation to establish their inhibitory potential, safety, and pharmacological effectiveness.

以结核分枝杆菌InhA为靶点的植物化学物质的计算发现:来自分子对接、MMGBSA、ADME分析和分子动力学模拟的见解。
结核病(TB)是最严重的全球卫生问题之一,随着耐多药结核病病例数量的增加,需要新的治疗方法。植物化学物质结构多样,具有良好的安全性,是抗结核药物开发的一个很大程度上尚未开发的领域。方法:通过民族植物学研究和文献分析,鉴定出310种传统上用于治疗呼吸道感染的药用植物,产生4087种植物化学物质。它们的结构从PubChem中获取或使用ChemDraw绘制,并使用QikProp分析药代动力学性质。烯酰酰基载体蛋白还原酶(enyl -acyl carrier protein reductase, InhA, PDB ID: 4TRO)是参与霉菌酸生物合成的重要酶。使用Glide进行分子对接,然后进行MMGBSA计算,并通过使用GROMACS管道进行300 ns分子动力学模拟来验证最佳命中。结果:结合亲和力显示,4种植物化学物质帕图列素、脱脂蛋白、黄酮醇- 3- o - d -糖苷和水杨苷的结合亲和力得分(-10.06 ~ -8.82 kcal/mol)显著高于一线抗结核药物异烟肼(-6.35 kcal/mol)和吡嗪酰胺(-4.22 kcal/mol)。Patuletin和skimmin的MM-GBSA结合亲和力评分分别为-74.89和-71.76 kcal/mol。通过RMSD、RMSF、旋转半径(Radius of gyration)、SASA和HBONDS对前3个化合物和对照进行MD模拟,结果表明蛋白质-配体复合物是稳定的。讨论:Patuletin和Skimmin对InhA酶具有很强的结合亲和力和结构稳定性(PDB: 4TRO),表明它们有潜力成为抗结核的先导化合物。这些植物化学物质来源于民族药用植物,不仅针对关键的分枝杆菌途径,还可能提供肝脏保护和免疫调节的益处。这些发现支持探索植物衍生化合物作为常规抗结核治疗的更安全有效的替代品或辅助疗法。结论:虚拟筛选、ADME研究和MD模拟相结合,能够鉴定出与已建立的抗结核靶点InhA有希望相互作用的植物化学物质。研究结果仅基于计算分析,应被解释为目标接触的初步证据,而不是确认的抑制活性或治疗效果。这些天然产物可以作为进一步发现抗结核药物的潜在先导化合物,保证随后的生化,细胞和体内验证,以确定其抑制潜力,安全性和药理学有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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