Literature DB >> 23297797

MQN-mapplet: visualization of chemical space with interactive maps of DrugBank, ChEMBL, PubChem, GDB-11, and GDB-13.

Mahendra Awale1, Ruud van Deursen, Jean-Louis Reymond.   

Abstract

The MQN-mapplet is a Java application giving access to the structure of small molecules in large databases via color-coded maps of their chemical space. These maps are projections from a 42-dimensional property space defined by 42 integer value descriptors called molecular quantum numbers (MQN), which count different categories of atoms, bonds, polar groups, and topological features and categorize molecules by size, rigidity, and polarity. Despite its simplicity, MQN-space is relevant to biological activities. The MQN-mapplet allows localization of any molecule on the color-coded images, visualization of the molecules, and identification of analogs as neighbors on the MQN-map or in the original 42-dimensional MQN-space. No query molecule is necessary to start the exploration, which may be particularly attractive for nonchemists. To our knowledge, this type of interactive exploration tool is unprecedented for very large databases such as PubChem and GDB-13 (almost one billion molecules). The application is freely available for download at www.gdb.unibe.ch.

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Year:  2013        PMID: 23297797     DOI: 10.1021/ci300513m

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


  14 in total

1.  Visualization of multi-property landscapes for compound selection and optimization.

Authors:  Antonio de la Vega de León; Shilva Kayastha; Dilyana Dimova; Thomas Schultz; Jürgen Bajorath
Journal:  J Comput Aided Mol Des       Date:  2015-08-02       Impact factor: 3.686

Review 2.  Advancing computer-aided drug discovery (CADD) by big data and data-driven machine learning modeling.

Authors:  Linlin Zhao; Heather L Ciallella; Lauren M Aleksunes; Hao Zhu
Journal:  Drug Discov Today       Date:  2020-07-11       Impact factor: 7.851

3.  ChemTreeMap: an interactive map of biochemical similarity in molecular datasets.

Authors:  Jing Lu; Heather A Carlson
Journal:  Bioinformatics       Date:  2016-08-11       Impact factor: 6.937

4.  A multi-fingerprint browser for the ZINC database.

Authors:  Mahendra Awale; Jean-Louis Reymond
Journal:  Nucleic Acids Res       Date:  2014-04-29       Impact factor: 16.971

5.  Web search and data mining of natural products and their bioactivities in PubChem.

Authors:  Hao Ming; Cheng Tiejun; Wang Yanli; Bryant H Stephen
Journal:  Sci China Chem       Date:  2013-10       Impact factor: 9.445

6.  Clustered distribution of natural product leads of drugs in the chemical space as influenced by the privileged target-sites.

Authors:  Lin Tao; Feng Zhu; Chu Qin; Cheng Zhang; Shangying Chen; Peng Zhang; Cunlong Zhang; Chunyan Tan; Chunmei Gao; Zhe Chen; Yuyang Jiang; Yu Zong Chen
Journal:  Sci Rep       Date:  2015-03-20       Impact factor: 4.379

7.  Visual analytics in cheminformatics: user-supervised descriptor selection for QSAR methods.

Authors:  María Jimena Martínez; Ignacio Ponzoni; Mónica F Díaz; Gustavo E Vazquez; Axel J Soto
Journal:  J Cheminform       Date:  2015-08-19       Impact factor: 5.514

8.  Expanding the fragrance chemical space for virtual screening.

Authors:  Lars Ruddigkeit; Mahendra Awale; Jean-Louis Reymond
Journal:  J Cheminform       Date:  2014-05-22       Impact factor: 5.514

9.  Web-based 3D-visualization of the DrugBank chemical space.

Authors:  Mahendra Awale; Jean-Louis Reymond
Journal:  J Cheminform       Date:  2016-05-04       Impact factor: 5.514

10.  PDB-Explorer: a web-based interactive map of the protein data bank in shape space.

Authors:  Xian Jin; Mahendra Awale; Michaël Zasso; Daniel Kostro; Luc Patiny; Jean-Louis Reymond
Journal:  BMC Bioinformatics       Date:  2015-10-23       Impact factor: 3.169

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