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基于中药植物的小分子葡萄糖激酶激活剂治疗糖尿病的鉴定:计算机分析。

Identification of small molecule glucokinase activators for the treatment of diabetes based on plants from the traditional Chinese medicine: In silico analysis.

机构信息

Laboratory Biochemistry Environment and Agri-food, Department of Biology, Faculty of Science and Technics Mohammedia, Hassan II University Casablanca, Morocco; Laboratory of Biology and Health, URAC 34, Faculty of Sciences Ben M'Sik Hassan II University of Casablanca, Morocco.

Laboratory of Biology and Health, URAC 34, Faculty of Sciences Ben M'Sik Hassan II University of Casablanca, Morocco.

出版信息

Microb Pathog. 2024 Oct;195:106851. doi: 10.1016/j.micpath.2024.106851. Epub 2024 Aug 26.

Abstract

Mutations in glucokinase (GCK) can either enhance or inhibit insulin secretion, leading to different forms of diabetes, including gestational diabetes. While many glucokinase activators (GKAs) have been explored as treatments, their long-term effectiveness has often been unsatisfactory. However, recent interest has surged with the introduction of dorzagliatin and TTP399. This study investigates the efficacy of four previously studied compounds (Swertiamarin, Apigenin, Mangiferin, and Tatanan A) in activating GCK using computational methods. Initial molecular docking revealed binding affinities ranging from -6.7 to -8.6 kcal/mol. The compounds were then evaluated for drug-likeness and pharmacokinetic properties. Re-docking studies were performed for validation. Based on their favorable binding affinities and compliance with Lipinski's rule and ADMET criteria, three compounds (Swertiamarin, Apigenin, and Tatanan A) were selected for molecular dynamics (MD) simulations. MD simulations demonstrated that Swertiamarin showed excellent stability, as indicated by analyses of RMSD, RMSF, radius of gyration (Rg), hydrogen bonding, and principal component analysis (PCA). These results suggest that Swertiamarin holds promise for further investigation in in vivo and clinical settings to evaluate its potential in enhancing GCK activity and treating diabetes. This study assessed the potential of four compounds as GCK activators using molecular docking, pharmacokinetic profiling, and MD simulations. Swertiamarin, in particular, showed significant stability and adherence to drug-likeness criteria, making it a promising candidate for further research in combating diabetes.

摘要

突变的葡萄糖激酶 (GCK) 可增强或抑制胰岛素分泌,导致不同形式的糖尿病,包括妊娠期糖尿病。虽然已经探索了许多葡萄糖激酶激活剂 (GKAs) 作为治疗方法,但它们的长期疗效往往不尽如人意。然而,随着dorzagliatin 和 TTP399 的引入,最近的兴趣大增。本研究使用计算方法研究了四种先前研究过的化合物(獐牙菜苦苷、芹菜素、芒果苷和 Tatanan A)激活 GCK 的功效。初步分子对接显示结合亲和力范围为-6.7 至-8.6 kcal/mol。然后评估了这些化合物的类药性和药代动力学特性。进行了重新对接研究以验证。基于它们良好的结合亲和力以及符合 Lipinski 规则和 ADMET 标准,选择了三种化合物(獐牙菜苦苷、芹菜素和 Tatanan A)进行分子动力学 (MD) 模拟。MD 模拟表明,獐牙菜苦苷表现出优异的稳定性,这一点通过 RMSD、RMSF、回转半径 (Rg)、氢键和主成分分析 (PCA) 的分析得到了证实。这些结果表明,獐牙菜苦苷具有在体内和临床环境中进一步研究的潜力,以评估其增强 GCK 活性和治疗糖尿病的潜力。本研究使用分子对接、药代动力学分析和 MD 模拟评估了四种化合物作为 GCK 激活剂的潜力。獐牙菜苦苷,特别是,表现出显著的稳定性和符合类药性标准,使其成为对抗糖尿病的进一步研究的有前途的候选物。

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