Improving the prediction of the brain disposition for orally administered drugs using BDDCS

被引:59
作者
Broccatelli, Fabio [1 ,2 ]
Larregieu, Caroline A. [1 ]
Cruciani, Gabriele [2 ]
Oprea, Tudor I. [3 ,4 ]
Benet, Leslie Z. [1 ]
机构
[1] Univ Calif San Francisco, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
[2] Univ Perugia, Lab Chemoinformat & Mol Modeling, Dept Chem, I-06123 Perugia, Italy
[3] Univ New Mexico, Sch Med, Div Biocomp, Dept Biochem & Mol Biol, Albuquerque, NM 87131 USA
[4] Tech Univ Denmark, Ctr Biol Sequence Anal, DK-2800 Lyngby, Denmark
关键词
Brain disposition; Data mining; Drug discovery; Rules of thumb; CENTRAL-NERVOUS-SYSTEM; CANCER RESISTANCE PROTEIN; CEREBROSPINAL-FLUID CONCENTRATIONS; POSITRON-EMISSION-TOMOGRAPHY; ORGANIC ANION TRANSPORTERS; P-GLYCOPROTEIN ASSAYS; IN-SILICO PREDICTION; BARRIER PERMEATION; CLINICAL PHARMACOKINETICS; INTESTINAL-ABSORPTION;
D O I
10.1016/j.addr.2011.12.008
中图分类号
R9 [药学];
学科分类号
100702 [药剂学];
摘要
In modeling blood-brain barrier (BBB) passage, in silico models have yielded similar to 80% prediction accuracy, and are currently used in early drug discovery. Being derived from molecular structural information only, these models do not take into account the biological factors responsible for the in vivo outcome. Passive permeability and P-glycoprotein (Pgp, ABCB1) efflux have been successfully recognized to impact xenobiotic extrusion from the brain, as Pgp is known to play a role in limiting the BBB penetration of oral drugs in humans. However, these two properties alone fail to explain the BBB penetration for a significant number of marketed central nervous system (CNS) agents. The Biopharmaceutics Drug Disposition Classification System (BDDCS) has proved useful in predicting drug disposition in the human body, particularly in the liver and intestine. Here we discuss the value of using BDDCS to improve BBB predictions of oral drugs. BDDCS class membership was integrated with in vitro Pgp efflux and in silico permeability data to create a simple 3-step classification tree that accurately predicted CNS disposition for more than 90% of 153 drugs in our data set. About 98% of BDDCS class 1 drugs were found to markedly distribute throughout the brain; this includes a number of BDDCS class 1 drugs shown to be Pgp substrates. This new perspective provides a further interpretation of how Pgp influences the sedative effects of H1-histamine receptor antagonists. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:95 / 109
页数:15
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