Evaluating an Hepatic Enzyme Induction Mechanism through Coarse- and Fine-Grained Measurements of an In Silico Liver

被引:5
|
作者
Ropella, Glen E. P. [2 ]
Park, Sunwoo
Hunt, C. Anthony [1 ]
机构
[1] Univ Calif San Francisco, Dept Bioengn & Therapeut Sci, BioSyst Grp, San Francisco, CA 94143 USA
[2] Tempus Dictum Inc, Portland, OR 97214 USA
关键词
agent-based; multi-agent; complex system; modeling and simulation; systems biology; pharmacokinetics; hepatic clearance; enzyme induction; DISPOSITION;
D O I
10.1002/cplx.20253
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Results from simulation experiments falsified the hypothesis that a uniform distribution of simulated drug passing through an in silico liver (ISL) will produce a uniform extent of enzyme induction (EI). Wet-lab El experiments, as formulated, are infeasible. The simulated EI is intended to have a hepatic counterpart. The ISL is synthetic, physiologically based, fine-grained., and multi-agent. It has been validated against in situ drug disposition data. We discuss methodological considerations regarding the phenomenal manifold, multi-level observation, and manipulation of synthetic models and their referents. Interestingly, a lower probability of metabolism caused higher EI and, counter-intuitively, more extraction. (C) 2008 Wiley Periodicals, Inc. Complexity 14: 28-34, 2009
引用
收藏
页码:28 / 34
页数:7
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