Zhang Yufen, Lukacova Viera, Bartus Vladimir, Balaz Stefan
Department of Pharmaceutical Sciences, College of Pharmacy, North Dakota State University, Fargo, North Dakota 58105.
Chem Res Toxicol. 2007 Jan;20(1):11-9. doi: 10.1021/tx060188l.
For small molecules acting in tissues, including signaling peptides, effectors, inhibitors, and other drug candidates, nonspecific binding to the extracellular matrix (ECM) is a critical phenomenon affecting their disposition, toxicity, and other effects. A commercially available ECM mimic, forming a solidified layer at the bottom of the vials, was used to measure the association constants of 25 simple aromatic compounds to two forms of ECM proteins, solidified (s-ECM) and dissolved (d-ECM) in the buffer during the incubation. Except for small homologous series, the binding data did not correlate with the lipophilicity and acidity of the compounds, contrary to a common expectation for nonspecific binding. To elucidate the putative structures of averaged binding sites of s-ECM and d-ECM, comparative molecular field analysis (CoMFA) was applied in a modified version taking into consideration that multiple modes and multiple species may be involved. The method shapes a receptor site model from a set of grid points in which the interaction energies between a probe atom and superimposed ligands are calculated. Electrostatic and steric energies in the grid points are characterized by regression coefficients. The forward-selection nonlinear regression analysis was used to optimize the coefficients in the novel multi-species, multi-mode CoMFA models. These models showed satisfactory descriptive and predictive abilities for both s-ECM and d-ECM binding data, which were better than those obtained with the standard, one-mode CoMFA analysis. The calibrated models, defining the electrostatic and van der Waals regions of putative binding sites, are suitable for the prediction of ECM binding for untested chemicals.
对于作用于组织的小分子,包括信号肽、效应物、抑制剂及其他候选药物,与细胞外基质(ECM)的非特异性结合是影响其分布、毒性及其他效应的关键现象。一种市售的ECM模拟物,能在小瓶底部形成固化层,用于测定25种简单芳香族化合物在孵育过程中与两种形式的ECM蛋白(缓冲液中固化的(s-ECM)和溶解的(d-ECM))的缔合常数。除了小的同系物系列外,结合数据与化合物的亲脂性和酸度不相关,这与非特异性结合的普遍预期相反。为了阐明s-ECM和d-ECM平均结合位点的推定结构,应用了改进版的比较分子场分析(CoMFA),同时考虑到可能涉及多种模式和多种物种。该方法从一组网格点构建受体位点模型,在这些网格点中计算探针原子与叠加配体之间的相互作用能。网格点中的静电能和空间能由回归系数表征。采用正向选择非线性回归分析来优化新型多物种、多模式CoMFA模型中的系数。这些模型对s-ECM和d-ECM结合数据均显示出令人满意的描述和预测能力,优于标准单模式CoMFA分析得到的结果。校准后的模型定义了推定结合位点的静电和范德华区域,适用于预测未测试化学品与ECM的结合。