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In silico approach for the discovery of new PPARγ modulators among plant-derived polyphenols

机译:在计算机上发现植物来源的多酚中新型PPARγ调节剂的方法

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Peroxisome proliferator-activated receptor gamma (PPARγ) is a well-characterized member of the PPAR family that is predominantly expressed in adipose tissue and plays a significant role in lipid metabolism, adipogenesis, glucose homeostasis, and insulin sensitization. Full agonists of synthetic thiazolidinediones (TZDs) have been therapeutically used in clinical practice to treat type 2 diabetes for many years. Although it can effectively lower blood glucose levels and improve insulin sensitivity, the administration of TZDs has been associated with severe side effects. Based on recent evidence obtained with plant-derived polyphenols, the present in silico study aimed at finding new selective human PPARγ (hPPARγ) modulators that are able to improve glucose homeostasis with reduced side effects compared with TZDs. Docking experiments have been used to select compounds with strong binding affinity (ΔG values ranging from -10.0±0.9 to -11.4±0.9 kcal/mol) by docking against the binding site of several X-ray structures of hPPARγ. These putative modulators present several molecular interactions with the binding site of the protein. Additionally, most of the selected compounds have favorable druggability and good ADMET properties. These results aim to pave the way for further bench-scale analysis for the discovery of new modulators of hPPARγ that do not induce any side effects.
机译:过氧化物酶体增殖物激活受体γ(PPARγ)是PPAR家族的一个特征鲜明的成员,主要在脂肪组织中表达,并且在脂质代谢,脂肪形成,葡萄糖稳态和胰岛素增敏中起重要作用。多年来,合成噻唑烷二酮(TZD)的完全激动剂已在临床上用于治疗2型糖尿病。尽管它可以有效降低血糖水平并改善胰岛素敏感性,但TZDs的给药已引起严重的副作用。基于植物衍生的多酚获得的最新证据,目前的计算机模拟研究旨在寻找新的选择性人PPARγ(hPPARγ)调节剂,与TZD相比,该调节剂能够改善葡萄糖稳态,且副作用减少。通过对接hPPARγ几个X射线结构的结合位点,已经使用对接实验来选择具有强结合亲和力(ΔG值在-10.0±0.9到-11.4±0.9 kcal / mol之间)的化合物。这些推定的调节剂与蛋白质的结合位点存在几种分子相互作用。另外,大多数选择的化合物具有良好的可药用性和良好的ADMET性能。这些结果旨在为进一步的实验室规模分析铺平道路,以发现不会诱导任何副作用的hPPARγ新调节剂。

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