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计算机模拟发现白藜芦醇类似物作为治疗代谢紊乱的潜在药物。

In silico Discovery of Resveratrol Analogues as Potential Agents in Treatment of Metabolic Disorders.

机构信息

Department of Pharmacy, Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia.

Department of Pharmacology, Toxicology and Clinical Pharmacology, Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia.

出版信息

Curr Pharm Des. 2019;25(35):3776-3783. doi: 10.2174/1381612825666191029095252.

Abstract

BACKGROUND

Resveratrol was demonstrated to act as partial agonist of PPAR-γ receptor, which opens up the possibility for its use in the treatment of metabolic disorders. Considering the poor bioavailability of resveratrol, particularly due to its low aqueous solubility, we aimed to identify analogues of resveratrol with improved pharmacokinetic properties and higher binding affinities towards PPAR-γ.

METHODS

3D structures of resveratrol and its analogues were retrieved from ZINC database, while PPAR-γ structure was obtained from Protein Data Bank. Docking studies were performed using Molegro Virtual Docker software. Molecular descriptors relevant to pharmacokinetics were calculated from ligand structures using VolSurf+ software.

RESULTS

Using structural similarity search method, 56 analogues of resveratrol were identified and subjected to docking analyses. Binding energies were ranged from -136.69 to -90.89 kcal/mol, with 16 analogues having higher affinities towards PPAR-γ in comparison to resveratrol. From the calculated values of SOLY descriptor, 23 studied compounds were shown to be more soluble in water than resveratrol. However, only two tetrahydroxy stilbene derivatives, piceatannol and oxyresveratrol, had both better solubility and affinity towards PPAR-γ. These compounds also had more favorable ADME profile, since they were shown to be more metabolically stable and wider distributed in body than resveratrol.

CONCLUSION

Piceatannol and oxyresveratrol should be considered as potential lead compounds for further drug development. Although experimental validation of obtained in silico results is required, this work can be considered as a step toward the discovery of new natural and safe drugs in treatment of metabolic disorders.

摘要

背景

白藜芦醇被证明是 PPAR-γ 受体的部分激动剂,这为其在治疗代谢紊乱中的应用提供了可能性。考虑到白藜芦醇的生物利用度较差,特别是由于其低水溶性,我们旨在鉴定具有改善的药代动力学性质和更高的 PPAR-γ 结合亲和力的白藜芦醇类似物。

方法

从 ZINC 数据库中检索白藜芦醇及其类似物的 3D 结构,而 PPAR-γ 结构则从蛋白质数据库中获得。使用 Molegro Virtual Docker 软件进行对接研究。使用 VolSurf+软件从配体结构计算与药代动力学相关的分子描述符。

结果

使用结构相似性搜索方法,鉴定了 56 种白藜芦醇类似物,并对其进行了对接分析。结合能范围为-136.69 至-90.89 kcal/mol,与白藜芦醇相比,有 16 种类似物对 PPAR-γ 的亲和力更高。从 SOLY 描述符的计算值来看,23 种研究化合物在水中的溶解度均高于白藜芦醇。然而,只有两种四羟基二苯乙烯衍生物,即白皮杉醇和氧白藜芦醇,既具有更好的水溶性,又对 PPAR-γ 具有更好的亲和力。这些化合物还具有更有利的 ADME 特征,因为它们在体内比白藜芦醇更稳定且分布更广。

结论

白皮杉醇和氧白藜芦醇应被视为进一步药物开发的潜在先导化合物。尽管需要对获得的计算结果进行实验验证,但这项工作可以被视为发现治疗代谢紊乱的新的天然安全药物的一步。

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