组胺H2受体激动剂咪唑基丙基胍的CoMFA加权场拟合改进比对

S. Dove, A. Buschauer
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引用次数: 9

摘要

CoMFA中配体-受体相互作用的更现实的描述来自于考虑表面和场性质的比对,而不仅仅是分子框架。在SYBYL (Tripos Ass.)中实现的field fit算法作为能量最小化器的一部分,提供了为网格点分配单个权重的可能性。一个新的加权函数利用回归系数、均值和场变量的标准差作为参数,从之前的CoMFA运行中得出网格点对场对齐的重要性。仅在强变异同型序列中,该方法不低估共同结构,不超重变量、相互作用区域。以142种组胺H2受体激动型咪唑基丙基胍的CoMFA(豚鼠心房pD2值)为例。比较了三种不同定位的结果:(1)恒定咪唑基丙基胍部分的精确叠加,(2)能量最小值的叠加或FIT,(3)基于CoMFA与定位2的权重加权场拟合的结构最小化。交叉验证的PLS结果在不同的比对中有显著的改善:留一法:(1)7个PC, Q2=0.59, sPRESS=0.50;(2) 8个PC, Q2=0.66, sPRESS=0.46;(3) 9个PC, Q2=0.71, sPRESS=0.42。10组(平均10组)交叉验证:(1)6.3 PC's, Q2=0.59, sPRESS=0.50; (2) 6.1 PC's, Q2=0.65, sPRESS=0.47; (3) 9.5 PC's, Q2=0.71, sPRESS=0.43。结果表明,给定的加权方法降低了场拟合方法产生结构的人为冗余和忽略熵对结合自由能的贡献等风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improved Alignment by Weighted Field Fit in CoMFA of Histamine H2 Receptor Agonistic Imidazolylpropylguanidines
More realistic description of ligand-receptor interactions in CoMFA results from alignments considering surface and field properties instead of only molecular frameworks. The field fit algorithm implemented in SYBYL (Tripos Ass.) as part of the energy minimizer provides the possibility to assign individual weights to grid points. A new weighting function derives the significance of grid points for the alignment of fields from preceding CoMFA runs, using regression coefficients, means, and standard deviations of field variables as parameters. Just in strongly diverse congeneric series, the method does not underestimate the common structure and not overweight variable, interacting regions. CoMFA of a large series of 142 histamine H2 receptor agonistic imidazolylpropylguanidines (pD2 values from guinea pig atrium) is presented as example. Results with three different alignments were compared: (1) exact superposition of the constant imidazolylpropylguanidine moiety, (2) SUPERIMPOSE or FIT of energy minima, (3) minimization of the structures by weighted field fit with weights based on CoMFA with alignment 2. A significant improvement of cross-validated PLS results was observed from alignment to alignment: Leave-one-out approach: (1) 7 PC's, Q2=0.59, sPRESS=0.50, (2) 8 PC's, Q2=0.66, sPRESS=0.46, (3) 9 PC's, Q2=0.71, sPRESS=0.42. Cross validation with 10 groups (mean of 10 runs): (1) 6.3 PC's, Q2=0.59, sPRESS=0.50, (2) 6.1 PC's, Q2=0.65, sPRESS=0.47, (3) 9.5 PC's, Q2=0.71, sPRESS=0.43. It is concluded that risks of the field fit method like producing artificial redundancy of the structures and ignoring entropy contributions to the free energy of binding are lowered with the given weighting method.
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