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Journal article

Established and Emerging Trends in Computational Drug Discovery in the Structural Genomics Era

From

Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark1

Department of Systems Biology, Technical University of Denmark2

University of Melbourne3

Barcelona Supercomputing Center-Centro Nacional de Supercomputación4

Université Paris Cité5

Bioinformatics and chemoinformatics approaches contribute to hit discovery, hit-to-lead optimization, safety profiling, and target identification and enhance our overall understanding of the health and disease states. A vast repertoire of computational methods has been reported and increasingly combined in order to address more and more challenging targets or complex molecular mechanisms in the context of large-scale integration of structure and bioactivity data produced by private and public drug research.

This review explores some key computational methods directly linked to drug discovery and chemical biology with a special emphasis on compound collection preparation, virtual screening, protein docking, and systems pharmacology. A list of generally freely available software packages and online resources is provided, and examples of successful applications are briefly commented upon.

Language: English
Year: 2012
Pages: 29-41
ISSN: 18791301 , 10745521 , 24519448 and 24519456
Types: Journal article
DOI: 10.1016/j.chembiol.2011.12.007

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