Increasing the Coverage of Medicinal Chemistry-Relevant Space in Commercial Fragments Screening
Author(s) -
N. Yi Mok,
Ruth Brenk,
Nathan Brown
Publication year - 2014
Publication title -
journal of chemical information and modeling
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.24
H-Index - 160
eISSN - 1549-960X
pISSN - 1549-9596
DOI - 10.1021/ci400632y
Subject(s) - chemical space , fragment (logic) , chemistry , principal component analysis , space (punctuation) , representation (politics) , drug discovery , combinatorial chemistry , computational biology , computer science , algorithm , artificial intelligence , biochemistry , biology , operating system , politics , political science , law
Analyzing the chemical space coverage in commercial fragment screening collections revealed the overlap between bioactive medicinal chemistry substructures and rule-of-three compliant fragments is only ∼25%. We recommend including these fragments in fragment screening libraries to maximize confidence in discovering hit matter within known bioactive chemical space, while incorporation of nonoverlapping substructures could offer novel hits in screening libraries. Using principal component analysis, polar and three-dimensional substructures display a higher-than-average enrichment of bioactive compounds, indicating increasing representation of these substructures may be beneficial in fragment screening.
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