期刊
EUROPEAN JOURNAL OF MEDICINAL CHEMISTRY
卷 44, 期 4, 页码 1600-1606出版社
ELSEVIER FRANCE-EDITIONS SCIENTIFIQUES MEDICALES ELSEVIER
DOI: 10.1016/j.ejmech.2008.07.027
关键词
Hepatic metabolic clearance; In silico prediction; First principle
The first-principle, quantitative structure-hepatic clearance relationship for 50 drugs was constructed based on selected molecular descriptors calculated by TSAR software. The R-2 of the predicted and observed hepatic clearance for the training set (n = 36) and test set (n = 13) were 0.85 and 0.73, respectively. The average fold error (AFE) of the in silica, model was 1.28 (n = 50). The prediction accuracy of in silico model was superior to in vitro hepatocytes' model in literature (n = 50, AFE = 2.55). It is attractive to predict human hepatic clearance based on molecular descriptors merely. The structure-based model can be used as an efficient tool in the rapid identification of hepatic clearance of new drug candidates in drug discovery. (C) 2008 Elsevier Masson SAS. All rights reserved.
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