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治疗 2 型糖尿病(T2DM)用Gliptin 类药物与细菌 DPP4 样酶的比较结合研究。

Comparative Binding Study of Gliptins to Bacterial DPP4-like Enzymes for the Treatment of Type 2 Diabetes Mellitus (T2DM).

机构信息

ProtoQSAR SL, CEEI (Centro Europeo de Empresas Innovadoras), Parque Tecnológico de Valencia, 46980 Valencia, Spain.

MolDrug AI Systems SL, 46018 Valencia, Spain.

出版信息

Int J Mol Sci. 2024 May 25;25(11):5744. doi: 10.3390/ijms25115744.

Abstract

The role of the gut microbiota and its interplay with host metabolic health, particularly in the context of type 2 diabetes mellitus (T2DM) management, is garnering increasing attention. Dipeptidyl peptidase 4 (DPP4) inhibitors, commonly known as gliptins, constitute a class of drugs extensively used in T2DM treatment. However, their potential interactions with gut microbiota remain poorly understood. In this study, we employed computational methodologies to investigate the binding affinities of various gliptins to DPP4-like homologs produced by intestinal bacteria. The 3D structures of DPP4 homologs from gut microbiota species, including , , , , and sp., were predicted using computational modeling techniques. Subsequently, molecular dynamics simulations were conducted for 200 ns to ensure the stability of the predicted structures. Stable structures were then utilized to predict the binding interactions with known gliptins through molecular docking algorithms. Our results revealed binding similarities of gliptins toward bacterial DPP4 homologs compared to human DPP4. Specifically, certain gliptins exhibited similar binding scores to bacterial DPP4 homologs as they did with human DPP4, suggesting a potential interaction of these drugs with gut microbiota. These findings could help in understanding the interplay between gliptins and gut microbiota DPP4 homologs, considering the intricate relationship between the host metabolism and microbial communities in the gut.

摘要

肠道微生物群及其与宿主代谢健康的相互作用,特别是在 2 型糖尿病(T2DM)管理方面,正引起越来越多的关注。二肽基肽酶 4(DPP4)抑制剂,通常被称为gliptins,是一类广泛用于 T2DM 治疗的药物。然而,它们与肠道微生物群的潜在相互作用仍知之甚少。在这项研究中,我们采用计算方法研究了各种 gliptins 与肠道细菌产生的 DPP4 样同系物的结合亲和力。使用计算建模技术预测了来自肠道微生物物种的 DPP4 同系物的 3D 结构,包括 、 、 、 和 sp.。随后进行了 200ns 的分子动力学模拟,以确保预测结构的稳定性。然后,使用稳定的结构通过分子对接算法预测与已知 gliptins 的结合相互作用。我们的研究结果表明,与人类 DPP4 相比,gliptins 对细菌 DPP4 同系物具有相似的结合亲和力。具体而言,某些 gliptins 对细菌 DPP4 同系物的结合评分与对人类 DPP4 的结合评分相似,这表明这些药物可能与肠道微生物群相互作用。这些发现有助于理解 gliptins 与肠道微生物群 DPP4 同系物之间的相互作用,因为宿主代谢与肠道微生物群落之间存在着复杂的关系。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fff/11171585/f1980246b282/ijms-25-05744-g001.jpg

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