Departament de Química, Institut Universitari d'Investigació en Ciències de la Salut (IUNICS), Universitat de les Illes Balears, Palma de Mallorca, 07122, Spain.
J Comput Aided Mol Des. 2013 Aug;27(8):739-54. doi: 10.1007/s10822-013-9674-2. Epub 2013 Aug 24.
We report the results of a comparative molecular field analysis and comparative molecular similarity index analysis of the human farnesyl pyrophosphate synthase (FPPS) inhibition by nitrogen bisphosphonates (NBPs) taking into account their time-dependent inhibition efficacies. The 3D-QSAR models obtained provide steric, electrostatic and hydrophobic contour maps consistent with the interactions into the active site of human FPPS observed in available crystallographic structures. Furthermore, the 3D-QSAR models obtained provide accurately IC50 values of the NBPs of the training set. The predictive ability of these 3D-QSAR models was found to rely on the choice of biologically active conformations of the target molecules and on a careful examination of the protonation status of the NBPs in the training set. The best models obtained can be useful to predict biological values of a high number of NBPs that have been used for the treatment of different diseases as potential inhibitors of the activity of the FPPS enzyme.
我们报告了氮双膦酸盐(NBPs)对人法呢基焦磷酸合酶(FPPS)抑制作用的比较分子场分析和比较分子相似性指数分析的结果,同时考虑了它们的时变抑制效率。所获得的 3D-QSAR 模型提供了与观察到的人 FPPS 活性位点相互作用一致的立体、静电和疏水性等高线图。此外,所获得的 3D-QSAR 模型还提供了 NBPs 的准确 IC50 值。这些 3D-QSAR 模型的预测能力依赖于目标分子生物活性构象的选择,以及对训练集中 NBPs 质子化状态的仔细检查。所获得的最佳模型可用于预测已用于治疗不同疾病的大量 NBPs 的生物学值,作为 FPPS 酶活性的潜在抑制剂。