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运用对接分析和 MD 模拟进行人羧酸酯酶 1(hCES1)代谢的计算机预测。

In silico prediction of human carboxylesterase-1 (hCES1) metabolism combining docking analyses and MD simulations.

机构信息

Dipartimento di Scienze Farmaceutiche Pietro Pratesi, Facoltà di Farmacia, Università degli Studi di Milano, Via Mangiagalli 25, I-20133 Milano, Italy.

出版信息

Bioorg Med Chem. 2010 Jan 1;18(1):320-9. doi: 10.1016/j.bmc.2009.10.052. Epub 2009 Oct 31.

Abstract

Metabolic problems lead to numerous failures during clinical trials, and much effort is now devoted in developing in silico models predicting metabolic stability and metabolites. Such models are well known for cytochromes P450 and some transferases, whereas little has been done to predict the hydrolytic activity of human hydrolases. The present study was undertaken to develop a computational approach able to predict the hydrolysis of novel esters by human carboxylesterase hCES1. The study involves both docking analyses of known substrates to develop predictive models, and molecular dynamics (MD) simulations to reveal the in situ behavior of substrates and products, with particular attention being paid to the influence of their ionization state. The results emphasize some crucial properties of the hCES1 catalytic cavity, confirming that as a trend with several exceptions, hCES1 prefers substrates with relatively smaller and somewhat polar alkyl/aryl groups and larger hydrophobic acyl moieties. The docking results underline the usefulness of the hydrophobic interaction score proposed here, which allows a robust prediction of hCES1 catalysis, while the MD simulations show the different behavior of substrates and products in the enzyme cavity, suggesting in particular that basic substrates interact with the enzyme in their unprotonated form.

摘要

代谢问题导致临床试验中出现了大量失败,现在许多努力都集中在开发预测代谢稳定性和代谢产物的计算模型上。这些模型在细胞色素 P450 和一些转移酶方面得到了很好的应用,而对于预测人水解酶的水解活性则做得很少。本研究旨在开发一种能够预测人羧酸酯酶 hCES1 水解新酯的计算方法。该研究涉及到已知底物的对接分析,以开发预测模型,以及分子动力学 (MD) 模拟,以揭示底物和产物的原位行为,特别关注它们的电离状态的影响。结果强调了 hCES1 催化腔的一些关键性质,证实了作为一个趋势,有几个例外,hCES1 更喜欢相对较小和有些极性的烷基/芳基基团和较大的疏水性酰基部分的底物。对接结果强调了这里提出的疏水相互作用评分的有用性,它允许对 hCES1 催化进行稳健的预测,而 MD 模拟则显示了底物和产物在酶腔中的不同行为,特别是表明碱性底物以未质子化的形式与酶相互作用。

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