Literature DB >> 26207526

Similarity Mapplet: Interactive Visualization of the Directory of Useful Decoys and ChEMBL in High Dimensional Chemical Spaces.

Mahendra Awale1, Jean-Louis Reymond1.   

Abstract

An Internet portal accessible at www.gdb.unibe.ch has been set up to automatically generate color-coded similarity maps of the ChEMBL database in relation to up to two sets of active compounds taken from the enhanced Directory of Useful Decoys (eDUD), a random set of molecules, or up to two sets of user-defined reference molecules. These maps visualize the relationships between the selected compounds and ChEMBL in six different high dimensional chemical spaces, namely MQN (42-D molecular quantum numbers), SMIfp (34-D SMILES fingerprint), APfp (20-D shape fingerprint), Xfp (55-D pharmacophore fingerprint), Sfp (1024-bit substructure fingerprint), and ECfp4 (1024-bit extended connectivity fingerprint). The maps are supplied in form of Java based desktop applications called "similarity mapplets" allowing interactive content browsing and linked to a "Multifingerprint Browser for ChEMBL" (also accessible directly at www.gdb.unibe.ch ) to perform nearest neighbor searches. One can obtain six similarity mapplets of ChEMBL relative to random reference compounds, 606 similarity mapplets relative to single eDUD active sets, 30,300 similarity mapplets relative to pairs of eDUD active sets, and any number of similarity mapplets relative to user-defined reference sets to help visualize the structural diversity of compound series in drug optimization projects and their relationship to other known bioactive compounds.

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Year:  2015        PMID: 26207526     DOI: 10.1021/acs.jcim.5b00182

Source DB:  PubMed          Journal:  J Chem Inf Model        ISSN: 1549-9596            Impact factor:   4.956


  8 in total

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4.  Visualization of very large high-dimensional data sets as minimum spanning trees.

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8.  DrugSpaceX: a large screenable and synthetically tractable database extending drug space.

Authors:  Tianbiao Yang; Zhaojun Li; Yingjia Chen; Dan Feng; Guangchao Wang; Zunyun Fu; Xiaoyu Ding; Xiaoqin Tan; Jihui Zhao; Xiaomin Luo; Kaixian Chen; Hualiang Jiang; Mingyue Zheng
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  8 in total

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