Three-dimensional quantitative structure-activity relationship and docking studies in a series of anthocyanin derivatives as cytochrome P450 3A4 inhibitors.

Q2 Biochemistry, Genetics and Molecular Biology
Advances and Applications in Bioinformatics and Chemistry Pub Date : 2014-03-25 eCollection Date: 2014-01-01 DOI:10.2147/AABC.S56478
Sergey Shityakov, István Puskás, Norbert Roewer, Carola Förster, Jens Broscheit
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引用次数: 15

Abstract

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.

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一系列花青素衍生物作为细胞色素P450 3A4抑制剂的三维定量构效关系及对接研究。
细胞色素P450 (CYP)3A4酶影响大多数类药物物质的代谢,其抑制可能影响药物安全性。类黄酮(如花青素)对CYP3A4的调节已被证明可以抑制哺乳动物细胞的致突变活性。考虑到之前对这些物质抑制CYP3A4的研究,我们研究了一系列花青素衍生物作为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)和比较分子相似指数分析(CoMSIA)得到的交叉验证模型和非交叉验证模型的q(2)分别为0.795(0.687)和0.962(0.948)。模型还通过四种化合物的外部测试集进行验证,r(2)为0.821 (CoMFA)和r(2)为0.812 (CoMSIA)。通过分子对接到CYP3A4活性位点,r(2)为0.66,证实了与实验得到的IC50(最大抑制浓度的一半)值相关的结合亲和力模式。本研究结果有助于更好地了解花青素衍生物在抑制致癌物活化和细胞DNA损伤方面的作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Advances and Applications in Bioinformatics and Chemistry
Advances and Applications in Bioinformatics and Chemistry Biochemistry, Genetics and Molecular Biology-Biochemistry, Genetics and Molecular Biology (miscellaneous)
CiteScore
6.50
自引率
0.00%
发文量
7
审稿时长
16 weeks
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