Biophysical and Computational Chemistry Laboratory, Department of Chemistry, National Institute of Technology Karnataka, Surathkal, Mangalore, India.
Proteins. 2020 Feb;88(2):327-344. doi: 10.1002/prot.25807. Epub 2019 Sep 10.
G-protein coupled glucagon receptors (GCGRs) play an important role in glucose homeostasis and pathophysiology of Type-II Diabetes Mellitus (T2DM). The allosteric pocket located at the trans-membrane domain of GCGR consists of hydrophobic (TM5) and hydrophilic (TM7) units. Hydrophobic interactions with the amino acid residues present at TM5, found to facilitate the favorable orientation of antagonist at GCGR allosteric pocket. A statistically robust and highly predictive 3D-QSAR model was developed using 58 β-alanine based GCGR antagonists with significant variation in structure and potency profile. The correlation coefficient (R ) and cross-validation coefficient (Q ) of the developed model were found to be 0.9981 and 0.8253, respectively at the PLS factor of 8. The analysis of the favorable and unfavorable contribution of different structural features on the glucagon receptor antagonists was done by 3D-QSAR contour plots. Hydrophobic and hydrogen bonding interactions are found to be main dominating non-bonding interactions in docking studies. Presence of highest occupied molecular orbital (HOMO) in the polar part and lowest unoccupied molecular orbital (LUMO) in the hydrophobic part of antagonists leads to favorable protein-ligand interactions. Molecular mechanics/generalized born surface area (MM/GBSA) calculations showed that van der Waals and nonpolar solvation energy terms are crucial components for thermodynamically stable binding of the inhibitors. The binding free energy of highly potent compound was found to be -63.475 kcal/mol; whereas the least active compound exhibited binding energy of -41.097 kcal/mol. Further, five 100 ns molecular dynamics simulation (MD) simulations were done to confirm the stability of the inhibitor-receptor complex. Outcomes of the present study can serve as the basis for designing improved GCGR antagonists.
G 蛋白偶联胰高血糖素受体 (GCGR) 在葡萄糖稳态和 2 型糖尿病 (T2DM) 的病理生理学中发挥着重要作用。位于 GCGR 跨膜域的变构口袋由疏水 (TM5) 和亲水 (TM7) 单元组成。与 TM5 上存在的氨基酸残基的疏水相互作用,被发现有利于 GCGR 变构口袋中拮抗剂的有利取向。使用具有显著结构和效力分布差异的 58 种基于 β-丙氨酸的 GCGR 拮抗剂,开发了一个统计稳健且高度可预测的 3D-QSAR 模型。所开发模型的相关系数 (R) 和交叉验证系数 (Q) 在 PLS 因子为 8 时分别为 0.9981 和 0.8253。通过 3D-QSAR 轮廓图分析了不同结构特征对胰高血糖素受体拮抗剂的有利和不利贡献。在对接研究中,发现疏水和氢键相互作用是主要的非键相互作用。拮抗剂中最高占据分子轨道 (HOMO) 存在于极性部分,最低未占据分子轨道 (LUMO) 存在于疏水区,这导致了有利的蛋白-配体相互作用。分子力学/广义 Born 表面积 (MM/GBSA) 计算表明,范德华力和非极性溶剂化能项是抑制剂热力学稳定结合的关键组成部分。高活性化合物的结合自由能被发现为-63.475 kcal/mol,而最低活性化合物表现出的结合能为-41.097 kcal/mol。此外,进行了五次 100 ns 分子动力学模拟 (MD) 以确认抑制剂-受体复合物的稳定性。本研究的结果可以为设计改进的 GCGR 拮抗剂提供依据。