期刊
ADVANCED DRUG DELIVERY REVIEWS
卷 65, 期 7, 页码 966-972出版社
ELSEVIER
DOI: 10.1016/j.addr.2012.12.004
关键词
Drug target inference; Pathway analysis; Genomics; Statistical modeling; Factor model; Data mining; Optimization
资金
- National Institutes of Health [R01 GM59507, R21-GM084008]
- National Science Foundation [DMS 1106738]
Statistical modeling coupled with bioinformatics is commonly used for drug discovery. Although there exist many approaches for single target based drug design and target inference, recent years have seen a paradigm shift to system-level pharmacological research. Pathway analysis of genomics data represents one promising direction for computational inference of drug targets. This article aims at providing a comprehensive review on the evolving issues in this field, covering methodological developments, their pros and cons, as well as future research directions. (c) 2013 Elsevier B.V. All rights reserved.
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