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Enumeration method for tree-like chemical compounds with benzene rings and naphthalene rings by breadth-first search order

BACKGROUND: Drug discovery and design are important research fields in bioinformatics. Enumeration of chemical compounds is essential not only for the purpose, but also for analysis of chemical space and structure elucidation. In our previous study, we developed enumeration methods BfsSimEnum and Bf...

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Autores principales: Jindalertudomdee, Jira, Hayashida, Morihiro, Zhao, Yang, Akutsu, Tatsuya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4774041/
https://www.ncbi.nlm.nih.gov/pubmed/26932529
http://dx.doi.org/10.1186/s12859-016-0962-4
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author Jindalertudomdee, Jira
Hayashida, Morihiro
Zhao, Yang
Akutsu, Tatsuya
author_facet Jindalertudomdee, Jira
Hayashida, Morihiro
Zhao, Yang
Akutsu, Tatsuya
author_sort Jindalertudomdee, Jira
collection PubMed
description BACKGROUND: Drug discovery and design are important research fields in bioinformatics. Enumeration of chemical compounds is essential not only for the purpose, but also for analysis of chemical space and structure elucidation. In our previous study, we developed enumeration methods BfsSimEnum and BfsMulEnum for tree-like chemical compounds using a tree-structure to represent a chemical compound, which is limited to acyclic chemical compounds only. RESULTS: In this paper, we extend the methods, and develop BfsBenNaphEnum that can enumerate tree-like chemical compounds containing benzene rings and naphthalene rings, which include benzene isomers and naphthalene isomers such as ortho, meta, and para, by treating a benzene ring as an atom with valence six, instead of a ring of six carbon atoms, and treating a naphthalene ring as two benzene rings having a special bond. We compare our method with MOLGEN 5.0, which is a well-known general purpose structure generator, to enumerate chemical structures from a set of chemical formulas in terms of the number of enumerated structures and the computational time. The result suggests that our proposed method can reduce the computational time efficiently. CONCLUSIONS: We propose the enumeration method BfsBenNaphEnum for tree-like chemical compounds containing benzene rings and naphthalene rings as cyclic structures. BfsBenNaphEnum was from 50 times to 5,000,000 times faster than MOLGEN 5.0 for instances with 8 to 14 carbon atoms in our experiments.
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spelling pubmed-47740412016-03-03 Enumeration method for tree-like chemical compounds with benzene rings and naphthalene rings by breadth-first search order Jindalertudomdee, Jira Hayashida, Morihiro Zhao, Yang Akutsu, Tatsuya BMC Bioinformatics Research Article BACKGROUND: Drug discovery and design are important research fields in bioinformatics. Enumeration of chemical compounds is essential not only for the purpose, but also for analysis of chemical space and structure elucidation. In our previous study, we developed enumeration methods BfsSimEnum and BfsMulEnum for tree-like chemical compounds using a tree-structure to represent a chemical compound, which is limited to acyclic chemical compounds only. RESULTS: In this paper, we extend the methods, and develop BfsBenNaphEnum that can enumerate tree-like chemical compounds containing benzene rings and naphthalene rings, which include benzene isomers and naphthalene isomers such as ortho, meta, and para, by treating a benzene ring as an atom with valence six, instead of a ring of six carbon atoms, and treating a naphthalene ring as two benzene rings having a special bond. We compare our method with MOLGEN 5.0, which is a well-known general purpose structure generator, to enumerate chemical structures from a set of chemical formulas in terms of the number of enumerated structures and the computational time. The result suggests that our proposed method can reduce the computational time efficiently. CONCLUSIONS: We propose the enumeration method BfsBenNaphEnum for tree-like chemical compounds containing benzene rings and naphthalene rings as cyclic structures. BfsBenNaphEnum was from 50 times to 5,000,000 times faster than MOLGEN 5.0 for instances with 8 to 14 carbon atoms in our experiments. BioMed Central 2016-03-01 /pmc/articles/PMC4774041/ /pubmed/26932529 http://dx.doi.org/10.1186/s12859-016-0962-4 Text en © Jindalertudomdee et al. 2016 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Jindalertudomdee, Jira
Hayashida, Morihiro
Zhao, Yang
Akutsu, Tatsuya
Enumeration method for tree-like chemical compounds with benzene rings and naphthalene rings by breadth-first search order
title Enumeration method for tree-like chemical compounds with benzene rings and naphthalene rings by breadth-first search order
title_full Enumeration method for tree-like chemical compounds with benzene rings and naphthalene rings by breadth-first search order
title_fullStr Enumeration method for tree-like chemical compounds with benzene rings and naphthalene rings by breadth-first search order
title_full_unstemmed Enumeration method for tree-like chemical compounds with benzene rings and naphthalene rings by breadth-first search order
title_short Enumeration method for tree-like chemical compounds with benzene rings and naphthalene rings by breadth-first search order
title_sort enumeration method for tree-like chemical compounds with benzene rings and naphthalene rings by breadth-first search order
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4774041/
https://www.ncbi.nlm.nih.gov/pubmed/26932529
http://dx.doi.org/10.1186/s12859-016-0962-4
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