Abu-Hammad Areej, Zalloum Waleed A, Zalloum Hiba, Abu-Sheikha Ghassan, Taha Mutasem O
Department of Pharmaceutical Sciences, Faculty of Pharmacy, University of Jordan, Queen Rania St, Amman, Jordan.
Eur J Med Chem. 2009 Jun;44(6):2583-96. doi: 10.1016/j.ejmech.2009.01.031. Epub 2009 Feb 5.
Homology modeling is becoming a valid method for obtaining three-dimensional coordinates for proteins. However, it is hard to judge the qualities of the resulting models warranting robust subsequent validations. In an attempt to evaluate the quality of Melanin-concentrating hormone 1 receptor (MCH1R) homology models, a number of homology structures were scanned for potential binding cavities. Subsequently, a group of 35 benzylpiperidines' MCH1R inhibitors were docked into each of the proposed binding sites via four different scoring functions. The docked structures were utilized to construct corresponding protein-aligned comparative molecular field analysis (CoMFA) models by employing probe-based (H(+), OH, CH(3)) energy grids and genetic partial least squares (G/PLS) statistical analysis. The docking-based alignment succeeded in accessing self-consistent CoMFA models upon employing JAIN scoring function in one of the proposed binding pockets in a particular homology model. Furthermore, a ligand-based pharmacophore model was developed for the same set of inhibitors and was found to agree with the successful docking configuration. Therefore, we proved that the overall procedure of docking, scoring, and CoMFA evaluation can be a useful tool to validate homology models, which can be of value for structure-based design, in-silico screening, and in understanding the structural basis of ligand binding to MCH1R.
同源建模正成为获取蛋白质三维坐标的一种有效方法。然而,很难判断所得模型的质量是否足以保证后续进行可靠的验证。为了评估黑色素浓缩激素1受体(MCH1R)同源模型的质量,扫描了多个同源结构以寻找潜在的结合腔。随后,通过四种不同的评分函数将一组35种苄基哌啶类MCH1R抑制剂对接至每个提议的结合位点。利用对接结构,通过基于探针(H(+)、OH、CH(3))的能量网格和遗传偏最小二乘法(G/PLS)统计分析,构建相应的蛋白质比对比较分子场分析(CoMFA)模型。在特定同源模型的一个提议结合口袋中采用JAIN评分函数时,基于对接的比对成功获得了自洽的CoMFA模型。此外,针对同一组抑制剂开发了基于配体的药效团模型,发现其与成功的对接构型相符。因此,我们证明了对接、评分和CoMFA评估的整个过程可以成为验证同源模型的有用工具,这对于基于结构的设计、虚拟筛选以及理解配体与MCH1R结合的结构基础可能具有价值。