以 HIV-1 蛋白酶为目标的 Y. aloifolia variegate 抗人类免疫缺陷病毒(HIV)的计算研究:多尺度实验室内探索

Riyan Alifbi Putera Irsal , Gusnia Meilin Gholam , Maheswari Alfira Dwicesaria , Fernanda Chairunisa
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引用次数: 0

摘要

导言人类免疫缺陷病毒(HIV)是卫生部门面临的一项全球性挑战,因为目前还没有确切的治疗方法。全世界有 3800 多万人受到这种疾病的影响,每年新增病例约 150 万例。这种情况促使人们继续努力寻找候选药物。同时,芦丁、木犀草素和槲皮素是已知具有治疗传染性疾病功效的化合物。因此,本研究旨在利用多尺度硅学探索进行计算研究,评估丝兰作为针对 HIV-1 蛋白酶(H1P)的抗艾滋病药物的潜力。利用 Cavity Plus 服务器确定了结合口袋,并从娑罗子叶醇提取物中获得了配体。此外,还利用 YASARA Structure 进行了分子对接以预测结合能,然后进行了 QSAR 分析以预测活性。密度泛函理论(DFT)分析用于评估稳定性和反应性,而毒性则使用 ProTox 3.0 进行评估。此外,还进行了分子动力学(MD)模拟和分子力学泊松-波尔兹曼表面积(MM-PBSA)计算,以进一步分析。结果结果表明,拉马钱德兰图分析表明,基于酶制剂质量评估的残留物分布情况良好。Cavity Plus 确定了潜在的结合位点,其中 2 号空穴显示出最高的药物可结合性。分子对接显示,芦丁和异鼠李素-3-O-芸香糖苷是 H1P 的最佳结合剂,具有良好的结合能量。此外,对接后分析显示配体与受体之间存在特定的相互作用。PASS 预测表明芦丁和异鼠李素-3-O-芸香糖苷(水苏糖苷)具有作为 H1P 抑制剂的潜力。DFT 分析评估了稳定性,结果显示所研究化合物的稳定性值相当。毒性分析表明这两种化合物都是无毒的。最后,MD 模拟表明,与异鼠李素-3-O-芸香糖苷和对照药物 grl-09510 相比,芦丁具有更高的稳定性和结合亲和力。对接模拟显示芦丁具有最有利的结合相互作用,而 MD 模拟显示只有芦丁-H1P 复合物是稳定的,这表明芦丁具有进一步开发药物的潜力。由于芦丁具有很强的结合力、稳定性和预测的安全性,它被确定为一种有希望抑制 H1P 的先导化合物,这突出了进行湿实验室验证的必要性。
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Computational investigation of Y. aloifolia variegate as anti-Human Immunodeficiency Virus (HIV) targeting HIV-1 protease: A multiscale in-silico exploration

Introduction

Human Immunodeficiency Virus (HIV) is a global challenge for the health sector due to the absence of a definitive cure. More than 38 million people are affected by the disease worldwide, with approximately 1.5 million new cases reported annually. This situation has spurred continued efforts in searching for drug candidates. Meanwhile, rutin, luteolin, and quercetin are compounds known for efficacy in treating infectious diseases. The compounds have also been detected in Yucca aloifolia (絲蘭) variegate L. Therefore, this study aimed to conduct a computational investigation utilizing multiscale in silico exploration to assess the potential of Y. aloifolia as an anti-HIV agent targeting HIV-1 Protease (H1P).

Methods

For the in silico study, the three-dimensional structure of H1P (PDB: 5V4Y) was retrieved and prepared using YASARA Structure. The binding pockets were identified using Cavity Plus server, and ligands were obtained from Y. aloifolia leaves alcohol extract. Furthermore, molecular docking was conducted with YASARA Structure to predict binding energies, followed by QSAR analysis for activity prediction. Density Functional Theory (DFT) analysis was performed to assess stability and reactivity, while toxicity was evaluated using ProTox 3.0. Molecular dynamics (MD) simulation and Molecular Mechanics Poisson–Boltzmann Surface Area (MM-PBSA) calculation were also conducted for further analysis.

Results

The results showed that Ramachandran plot analysis indicated favorable residue distribution based on the evaluation of enzyme preparation quality. Cavity Plus identified potential binding sites, with cavity no.2 showing the highest druggability. Molecular docking showed rutin and isorhamnetin-3-O-rutinoside as top binders to H1P, with favorable binding energies. Moreover, post-docking analysis produced specific interactions between ligands and the receptor. PASS prediction indicated the potential of rutin and isorhamnetin-3-O-rutinoside (narcissin) as H1P inhibitors. DFT analysis assessed stability, showing comparable values for the investigated compounds. Toxicity analysis suggested both compounds to be non-toxic. Finally, MD simulation demonstrated the superior stability and binding affinity of rutin compared to isorhamnetin-3-O-rutinoside and the control drug, grl-09510.

Discussion

Rutin, hecogenin, and isorhamnetin-3-O-rutinoside from Y. aloifolia (絲蘭) leaves showed potential as H1P inhibitors through in silico study. Docking simulations indicated that rutin had the most favorable binding interactions, while MD simulation showed only the rutin-H1P complex to be stable, signifying the potential for further drug development. Rutin was identified as a promising lead for H1P inhibition due to its strong binding, stability, and predicted safety properties, underscoring the need for wet lab validation.

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