Computational systems biology in drug discovery and development: methods and applications

被引:99
作者
Materi, Wayne
Wishart, David S. [1 ]
机构
[1] Univ Alberta, Dept Sci Biol, Edmonton, AB T6G 2E8, Canada
[2] Univ Alberta, Dept Comp Sci, Edmonton, AB T6G 2E8, Canada
[3] Natl Inst Nanotechnol, Natl Res Council, Edmonton, AB T6G 2E8, Canada
关键词
D O I
10.1016/j.drudis.2007.02.013
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Computational systems biology is an emerging field in biological simulation that attempts to model or simulate intra- and intercellular events using data gathered from genomic, proteomic or metabolomic experiments. The need to model complex temporal and spatiotemporal processes at many different scales has led to the emergence of numerous techniques, including systems of differential equations, Petri nets, cellular automata simulators, agent-based models and pi calculus. This review provides a brief summary and an assessment of most of these approaches. It also provides examples of how these methods are being used to facilitate drug discovery and development.
引用
收藏
页码:295 / 303
页数:9
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