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SMIfp (SMILES fingerprint) chemical space for virtual screening and visualization of large databases of organic molecules.

Abstract：

:SMIfp (SMILES fingerprint) is defined here as a scalar fingerprint describing organic molecules by counting the occurrences of 34 different symbols in their SMILES strings, which creates a 34-dimensional chemical space. Ligand-based virtual screening using the city-block distance CBD(SMIfp) as similarity measure provides good AUC values and enrichment factors for recovering series of actives from the directory of useful decoys (DUD-E) and from ZINC. DrugBank, ChEMBL, ZINC, PubChem, GDB-11, GDB-13, and GDB-17 can be searched by CBD(SMIfp) using an online SMIfp-browser at www.gdb.unibe.ch. Visualization of the SMIfp chemical space was performed by principal component analysis and color-coded maps of the (PC1, PC2)-planes, with interactive access to the molecules enabled by the Java application SMIfp-MAPPLET available from www.gdb.unibe.ch. These maps spread molecules according to their fraction of aromatic atoms, size and polarity. SMIfp provides a new and relevant entry to explore the small molecule chemical space.

journal_name

J Chem Inf Model

journal_title

Journal of chemical information and modeling

authors

Schwartz J,Awale M,Reymond JL

doi

10.1021/ci400206h

subject

Has Abstract

pub_date

2013-08-26 00:00:00

pages

1979-89

issue

8

eissn

1549-9596

issn

1549-960X

journal_volume

53

pub_type

杂志文章

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