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基于药效团筛选和分子动力学模拟的新型GPR120拮抗剂的结构预测

Structure based prediction of a novel GPR120 antagonist based on pharmacophore screening and molecular dynamics simulations.

作者信息

Pal Ajay, Curtin James F, Kinsella Gemma K

机构信息

School of Food Science and Environmental Health, College of Sciences and Health, Technological University Dublin, Dublin D07 ADY7, Ireland.

Environmental Sustainability and Health Institute (ESHI), Grangegorman, Technological University Dublin, Dublin D07 H6K8, Ireland.

出版信息

Comput Struct Biotechnol J. 2021 Nov 5;19:6050-6063. doi: 10.1016/j.csbj.2021.11.005. eCollection 2021.

Abstract

The G-protein coupled receptor, GPR120, has ubiquitous expression and multifaceted roles in modulating metabolic and anti-inflammatory processes. Recent implications of its role in cancer progression have presented GPR120 as an attractive oncogenic drug target. GPR120 gene knockdown in breast cancer studies revealed a role of GPR120-induced chemoresistance in epirubicin and cisplatin-induced DNA damage in tumour cells. Higher expression and activation levels of GPR120 is also reported to promote tumour angiogenesis and cell migration in colorectal cancer. Some agonists targeting GPR120 have been reported, such as TUG891 and Compound39, but to date development of small-molecule inhibitors of GPR120 is limited. Herein, following homology modelling of the receptor a pharmacophore hypothesis was derived from 300 ns all-atomic molecular dynamics (MD) simulations on apo, TUG891-bound and Compound39-bound GPR120S (short isoform) receptor models embedded in a water solvated lipid bilayer system. We performed comparative MD analysis on protein-ligand interactions between the two agonist and apo simulations on the stability of the "ionic lock" - a Class A GPCRs characteristic of receptor activation and inactivation. The detailed analysis predicted that ligand interactions with W277 and N313 are critical to conserve the "ionic-lock" conformation (R136 of Helix 3) and prevent GPR120S receptor activation. The results led to generation of a W277 and N313 focused pharmacophore hypothesis and the screening of the ZINC15 database using ZINCPharmer through the structure-based pharmacophore. 100 ns all-atomic molecular dynamics (MD) simulations were performed on 9 small molecules identified and Cpd , (2-hydroxy-N-{4-[(6-hydroxy-2-methylpyrimidin-4-yl) amino] phenyl} benzamide) was predicted to be a small-molecule GPR120S antagonist. The conformational results from the collective all-atomic MD analysis provided structural information for further identification and optimisation of novel druggable inhibitors of GPR120S using this rational design approach, which could have future potential for anti-cancer drug development studies.

摘要

G蛋白偶联受体GPR120在调节代谢和抗炎过程中广泛表达且具有多方面作用。其在癌症进展中的作用暗示了GPR120是一个有吸引力的致癌药物靶点。乳腺癌研究中GPR120基因敲低揭示了GPR120诱导的化疗耐药性在表柔比星和顺铂诱导的肿瘤细胞DNA损伤中的作用。据报道,GPR120的较高表达和激活水平也会促进结直肠癌中的肿瘤血管生成和细胞迁移。已经报道了一些靶向GPR120的激动剂,如TUG891和化合物39,但迄今为止,GPR120小分子抑制剂的开发有限。在此,在对受体进行同源建模后,通过对嵌入水合脂质双层系统中的无配体、结合TUG891和结合化合物39的GPR120S(短异构体)受体模型进行300纳秒的全原子分子动力学(MD)模拟,得出了药效团假设。我们对两种激动剂与无配体模拟之间的蛋白质-配体相互作用进行了比较MD分析,以研究“A类GPCR受体激活和失活特征的‘离子锁’的稳定性。详细分析预测,配体与W277和N313的相互作用对于维持‘离子锁’构象(螺旋3的R136)和防止GPR120S受体激活至关重要。这些结果导致产生了一个聚焦于W277和N313的药效团假设,并通过基于结构的药效团使用ZINCPharmer筛选ZINC15数据库。对鉴定出的9个小分子进行了100纳秒的全原子分子动力学(MD)模拟,预测化合物Cpd(2-羟基-N-{4-[(6-羟基-2-甲基嘧啶-4-基)氨基]苯基}苯甲酰胺)是一种小分子GPR120S拮抗剂。集体全原子MD分析的构象结果为使用这种合理设计方法进一步鉴定和优化GPR120S新型可成药抑制剂提供了结构信息,这可能在未来的抗癌药物开发研究中具有潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e0bf/8605389/d56be6ef8cc5/ga1.jpg

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