Shityakov Sergey, Puskás István, Roewer Norbert, Förster Carola, Broscheit Jens
Department of Anesthesia and Critical Care, University of Würzburg, Würzburg, Germany.
Cyclolab Cyclodextrin Research and Development Laboratory Ltd, Budapest, Hungary.
Adv Appl Bioinform Chem. 2014 Mar 25;7:11-21. doi: 10.2147/AABC.S56478. eCollection 2014.
The cytochrome P450 (CYP)3A4 enzyme affects the metabolism of most drug-like substances, and its inhibition may influence drug safety. Modulation of CYP3A4 by flavonoids, such as anthocyanins, has been shown to inhibit the mutagenic activity of mammalian cells. Considering the previous investigations addressing CYP3A4 inhibition by these substances, we studied the three-dimensional quantitative structure-activity relationship (3D-QSAR) in a series of anthocyanin derivatives as CYP3A4 inhibitors. For the training dataset (n=12), comparative molecular field analysis (CoMFA) and comparative molecular similarity index analysis (CoMSIA) yielded crossvalidated and non-crossvalidated models with a q (2) of 0.795 (0.687) and r (2) of 0.962 (0.948), respectively. The models were also validated by an external test set of four compounds with r (2) of 0.821 (CoMFA) and r (2) of 0.812 (CoMSIA). The binding affinity modes associated with experimentally derived IC50 (half maximal inhibitory concentration) values were confirmed by molecular docking into the CYP3A4 active site with r (2) of 0.66. The results obtained from this study are useful for a better understanding of the effects of anthocyanin derivatives on inhibition of carcinogen activation and cellular DNA damage.
细胞色素P450(CYP)3A4酶影响大多数类药物物质的代谢,其抑制作用可能会影响药物安全性。黄酮类化合物(如花色苷)对CYP3A4的调节作用已被证明可抑制哺乳动物细胞的诱变活性。考虑到之前关于这些物质对CYP3A4抑制作用的研究,我们研究了一系列花色苷衍生物作为CYP3A4抑制剂的三维定量构效关系(3D-QSAR)。对于训练数据集(n = 12),比较分子场分析(CoMFA)和比较分子相似性指数分析(CoMSIA)分别产生了交叉验证和非交叉验证模型,其q(2)值为0.795(0.687),r(2)值为0.962(0.948)。这些模型还通过一个包含四种化合物的外部测试集进行了验证,CoMFA的r(2)值为0.821,CoMSIA的r(2)值为0.812。通过分子对接至CYP3A4活性位点,结合亲和力模式与实验得出的IC50(半数最大抑制浓度)值相关,r(2)值为0.66。本研究所得结果有助于更好地理解花色苷衍生物对致癌物活化抑制和细胞DNA损伤的影响。