Key Laboratory of Industrial Ecology and Environmental Engineering, School of Environmental Science and Technology, Dalian University of Technology, Linggong Road 2, Dalian, P. R. China.
Chem Res Toxicol. 2010 Aug 16;23(8):1349-55. doi: 10.1021/tx100118g.
Comprehension of the ligand-receptor interactions is a prerequisite for constructing mechanism based quantitative structure-activity relationship (QSAR) models on xenoestrogenic activity. Molecular docking was performed to simulate the interactions between anthraquinone derivative (AQs) molecules and the estrogen receptor alpha (ERalpha). Hydrogen bonding, hydrophobic, and pi-pi interactions were found to be the dominant interactions between AQs and the receptor, which implied the estrogenic activities of the compounds. The recombinant yeast-based assay was employed to determine the estrogenic activities of 20 AQs. On the basis of the observed interactions between the AQs and ERalpha, appropriate molecular structural parameters were computed to develop a QSAR model. The polarizability term, the binding energy, the average molecular polarizability, the most negative formal charge in the molecule, and the average of the negative potentials on the molecular surface were significant parameters explaining the estrogenicity. The developed QSAR model had good robustness, predictive ability, and mechanism interpretability. The interactions between the AQs and ERalpha and the partition ability of the AQs into the biophase are main factors governing the estrogenic activities. Moreover, the applicability domain of the model was described.
理解配体-受体相互作用是构建基于机制的定量构效关系(QSAR)模型的前提,用于研究外源性雌激素活性。进行了分子对接,以模拟蒽醌衍生物(AQs)分子与雌激素受体 alpha(ERalpha)之间的相互作用。氢键、疏水和 pi-pi 相互作用被发现是 AQs 与受体之间的主要相互作用,这表明了这些化合物的雌激素活性。采用重组酵母测定法测定了 20 种 AQs 的雌激素活性。基于观察到的 AQs 与 ERalpha 之间的相互作用,计算了适当的分子结构参数,以开发 QSAR 模型。极化率项、结合能、平均分子极化率、分子中最负形式电荷和分子表面上的平均负电势是解释雌激素活性的重要参数。所开发的 QSAR 模型具有良好的稳健性、预测能力和机制可解释性。AQs 与 ERalpha 的相互作用和 AQs 分配到生物相的能力是控制雌激素活性的主要因素。此外,还描述了模型的适用域。