Department of Biotechnology, National Institute of Technology, Andhra Pradesh, 534101, India.
Department of Bioinformatics, School of Life Sciences, Pondicherry University, Pondicherry, 605014, India.
Metab Brain Dis. 2024 Nov 18;40(1):8. doi: 10.1007/s11011-024-01460-2.
Alzheimer's disease (AD) poses a longstanding health challenge, prompting a century-long exploration into its etiology and progression. Despite significant advancements in medical science, current AD treatments provide only symptomatic relief, urging a shift towards innovative paradigms. This study, departing from the amyloid hypothesis, integrates Systems Pharmacology, Molecular Docking and Molecular Dynamic Simulations to investigate a polyherbal phytoformulation (US 7,273,626 B2) rooted in Ayurveda for AD, consisting of Bacopa monnieri, Hippophae rhamnoides, and Dioscorea bulbifera (BHD). Diosgenin emerges as a crucial compound, aligning with previous studies, yet recognizing its limitations in explaining BHD's mechanism, this research delves into the intricate network of interactions. Protein-Protein Interaction (PPI) network analysis identifies hub genes (ALOX5, GSK3B, ACHE, SRC, AKT1, EGFR, PIK3R1, ESR1 and APP), suggesting a systems-level modulation of AD. Enrichment analyses unveil 370 AD-associated genes and key terms like "Cellular Response to Chemical Stimulus" and "Regulation of Biological Quality." KEGG pathway analysis underscores BHD's potential in Alzheimer's disease pathway (hsa05010), Endocrine resistance (hsa01522), and PI3K-Akt signaling (hsa04151). Molecular docking, carefully selecting compounds (Kaempferol, Quercetin, Myricetin, Isorhamnetin, Beta-Sitosterol, Stigmasterol, Emodin and Diosgenin) and top modulated targets, validates interactions with high dock scores, providing promising therapeutic avenues. Two core targets, Acetylcholinesterase (AChE) and Estrogen Receptor 1 (ESR1), were identified for further investigation due to their critical roles in Alzheimer's disease. To validate the molecular docking results, Molecular Dynamics (MD) simulations were performed on the AChE complexes with Myricetin, Beta-Sitosterol, and Stigmasterol, as well as the ESR1 complexes with Emodin, Diosgenin, and Beta-Sitosterol. These simulations were then compared to the interactions observed with the marketed drugs Donepezil and Estradiol, which are commonly used in Alzheimer's treatment. The MD simulations provided detailed insights into the stability and behavior of these complexes over time. The findings indicated that Myricetin and Emodin not only maintained stable interactions with AChE and ESR1 but also exhibited greater stability than Donepezil and Estradiol at specific time points and protein regions, as demonstrated by lower RMSD and RMSF values. These results suggest that natural compounds hold promise as potential therapeutic agents in the treatment of Alzheimer's disease, offering new avenues for drug development, while the formulation BHD shows potential as an adjuvant in integrative medicine alongside standard Alzheimer's treatments, effectively targeting related pathways and genes.
阿尔茨海默病(AD)是一个长期存在的健康挑战,促使人们对其病因和发病机制进行了长达一个世纪的探索。尽管医学科学取得了重大进展,但目前的 AD 治疗方法仅能提供症状缓解,因此需要转向创新的治疗模式。
本研究基于系统药理学、分子对接和分子动力学模拟,研究了一种源自阿育吠陀的草药配方(US 7,273,626 B2)对 AD 的作用,该配方由假马齿苋、沙棘和薯蓣组成(BHD)。研究发现薯蓣皂素是一种关键化合物,与之前的研究一致,但认识到其在解释 BHD 机制方面的局限性,本研究深入探讨了复杂的相互作用网络。
蛋白质-蛋白质相互作用(PPI)网络分析确定了关键基因(ALOX5、GSK3B、ACHE、SRC、AKT1、EGFR、PIK3R1、ESR1 和 APP),表明对 AD 进行了系统水平的调节。富集分析揭示了 370 个与 AD 相关的基因和关键术语,如“细胞对化学刺激的反应”和“生物质量的调节”。KEGG 通路分析强调了 BHD 在阿尔茨海默病通路(hsa05010)、内分泌抵抗(hsa01522)和 PI3K-Akt 信号通路(hsa04151)中的潜在作用。
分子对接仔细选择了化合物(山奈酚、槲皮素、杨梅素、异鼠李素、β-谷甾醇、豆甾醇、大黄素和薯蓣皂素)和顶级调节靶点,验证了与高对接分数的相互作用,为潜在的治疗方法提供了依据。由于在阿尔茨海默病中发挥着关键作用,乙酰胆碱酯酶(AChE)和雌激素受体 1(ESR1)这两个核心靶点被确定为进一步研究的对象。
为了验证分子对接结果,对 AChE 与杨梅素、β-谷甾醇和豆甾醇以及 ESR1 与大黄素、薯蓣皂素和β-谷甾醇的复合物进行了分子动力学(MD)模拟。然后将这些模拟结果与市场上常用的治疗 AD 的药物多奈哌齐和雌二醇的相互作用进行了比较。MD 模拟提供了有关这些复合物随时间稳定性和行为的详细信息。结果表明,杨梅素和大黄素不仅与 AChE 和 ESR1 保持稳定的相互作用,而且在特定时间点和蛋白质区域的稳定性也优于多奈哌齐和雌二醇,这表现在较低的 RMSD 和 RMSF 值上。这些结果表明,天然化合物具有成为治疗阿尔茨海默病的潜在治疗药物的潜力,为药物开发提供了新的途径,而配方 BHD 则作为一种辅助药物,在综合医学中与标准的阿尔茨海默病治疗方法结合使用,有效针对相关途径和基因。