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Virtual Screening Methods as Tools for Drug Lead Discovery from Large Chemical Libraries

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Abstract:

Virtual screening methods have been developed and explored as useful tools for searching drug lead compounds from chemical libraries, including large libraries that have become publically available. In this review, we discussed the new developments in exploring virtual screening methods for enhanced performance in searching large chemical libraries, their applications in screening libraries of ~ 1 million or more compounds in the last five years, the difficulties in their applications, and the strategies for further improving these methods.

Keywords: Machine learning; Virtual screening; cal libraries; molecular docking; pharmacophore; quantitative structure activity relationship; similarity searching; strategies; support vector machines

Document Type: Research Article

DOI: http://dx.doi.org/10.2174/092986712803833245

Publication date: November 1, 2012

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  • Current Medicinal Chemistry covers all the latest and outstanding developments in medicinal chemistry and rational drug design. Each issue contains a series of timely in-depth reviews written by leaders in the field covering a range of the current topics in medicinal chemistry. Current Medicinal Chemistry is an essential journal for every medicinal chemist who wishes to be kept informed and up-to-date with the latest and most important developments.

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