Similarity-based virtual screening using 2D fingerprints

被引:626
作者
Willett, Peter [1 ]
机构
[1] Univ Sheffield, Dept Informat Studies, Sheffield S10 2TN, S Yorkshire, England
关键词
D O I
10.1016/j.drudis.2006.10.005
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
This paper summarizes recent work at the University of Sheffield on virtual screening methods that use 2D fingerprint measures of structural similarity. A detailed comparison of a large number of similarity coefficients demonstrates that the well-known Tanimoto coefficient remains the method of choice for the computation of fingerprint-based similarity, despite possessing some inherent biases related to the sizes of the molecules that are being sought. Group fusion involves combining the results of similarity searches based on multiple reference structures and a single similarity measure. We demonstrate the effectiveness of this approach to screening, and also describe an approximate form of group fusion, turbo similarity searching, that can be used when just a single reference structure is available.
引用
收藏
页码:1046 / 1053
页数:8
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