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天然产物治疗恶性疟原虫疟疾:一种综合计算方法。

Natural products for treatment of Plasmodium falciparum malaria: An integrated computational approach.

机构信息

Key Laboratory of Ministry of Education for Medicinal Plant Resource and Natural Pharmaceutical Chemistry, Shaanxi Normal University, Xi'an, China; School of Life Sciences, Shaanxi Normal University, Xi'an, China.

Department of Medical Laboratory Techniques, School of Life Sciences, Dijlah University College, Baghdad, Iraq.

出版信息

Comput Biol Med. 2021 Jul;134:104415. doi: 10.1016/j.compbiomed.2021.104415. Epub 2021 Apr 19.

Abstract

Malaria is a life-threatening infectious disease with an estimated 229 million cases in the year 2019 worldwide. Plasmodium falciparum 1-deoxy-d-xylulose-5-phosphate reductoisomerase (PfDXR) is one of the key enzymes in the biosynthetic pathway of isoprenoid, (required for parasite growth and survival) and considered as an attractive target for designing anti-malarial drugs. Fosmidomycin is an effective DXR inhibitor and has been proven effective and safe against P. falciparum in clinical trials. However, due to low bioavailability and inappropriate drug attributes, it is not a preferred option. The present study was performed to identify PfDXR inhibitors with improved pharmacology/safety. For this purpose, an integrated computational framework, comprising of pharmacophore modeling, virtual screening, molecular docking, molecular dynamics (MD) simulation and MM/PBSA, was used. The binding free energy analysis was performed using a focused library of phytochemicals established from medicinal plants. The study identified four bioactive compounds namely, Myricetin 3-rhamnoside, 7-O-Galloyltricetiflavan, (25S)-5-beta-spirostan-3-beta-ol 3-O-beta-d-glucopyranosyl-(1->2)-beta-d-glucopyranoside, and Oleanolic acid 28-O-beta-d-glucopyranoside as potential inhibitors of PfDXR. The selection of these four compounds was based on pharmacophore mapping, docking score, binding stability, molecular interactions with the residues of PfDXR active site, binding stability and free energy estimation. In conclusion, medicinal plant-based scaffolds were predicted with enhanced efficacy and adequate physiochemical/pharmacokinetic profile that might be helpful in controlling malaria.

摘要

疟疾是一种危及生命的传染病,据估计,2019 年全球有 2.29 亿例病例。恶性疟原虫 1-脱氧-D-木酮糖-5-磷酸还原异构酶(PfDXR)是异戊烯醇生物合成途径中的关键酶之一(寄生虫生长和存活所必需),被认为是设计抗疟药物的有吸引力的靶点。福米霉素是一种有效的 DXR 抑制剂,已被证明在临床试验中对恶性疟原虫有效且安全。然而,由于生物利用度低和药物属性不当,它不是首选。本研究旨在寻找具有改善药理学/安全性的 PfDXR 抑制剂。为此,采用了一种综合计算框架,包括药效团建模、虚拟筛选、分子对接、分子动力学(MD)模拟和 MM/PBSA,进行了分析。使用从药用植物中建立的植物化学物质的聚焦文库进行了结合自由能分析。该研究确定了四种生物活性化合物,即杨梅素 3-鼠李糖苷、7-O-没食子酰三棓酸、(25S)-5-β-螺旋甾烷-3-β-醇 3-O-β-D-吡喃葡萄糖基-(1->2)-β-D-吡喃葡萄糖苷和齐墩果酸 28-O-β-D-吡喃葡萄糖苷,作为 PfDXR 的潜在抑制剂。选择这四种化合物的依据是药效团映射、对接得分、结合稳定性、与 PfDXR 活性位点残基的分子相互作用、结合稳定性和自由能估计。总之,预测了具有增强功效和适当理化/药代动力学特征的药用植物骨架,这可能有助于控制疟疾。

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