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Interaction network among functional drug groups

BACKGROUND: More attention has been being paid to combinatorial effects of drugs to treat complex diseases or to avoid adverse combinations of drug cocktail. Although drug interaction information has been increasingly accumulated, a novel approach like network-based method is needed to analyse that...

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Detalles Bibliográficos
Autores principales: Lee, Minho, Park, Keunwan, Kim, Dongsup
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3852121/
https://www.ncbi.nlm.nih.gov/pubmed/24555875
http://dx.doi.org/10.1186/1752-0509-7-S3-S4
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author Lee, Minho
Park, Keunwan
Kim, Dongsup
author_facet Lee, Minho
Park, Keunwan
Kim, Dongsup
author_sort Lee, Minho
collection PubMed
description BACKGROUND: More attention has been being paid to combinatorial effects of drugs to treat complex diseases or to avoid adverse combinations of drug cocktail. Although drug interaction information has been increasingly accumulated, a novel approach like network-based method is needed to analyse that information systematically and intuitively RESULTS: Beyond focussing on drug-drug interactions, we examined interactions between functional drug groups. In this work, functional drug groups were defined based on the Anatomical Therapeutic Chemical (ATC) Classification System. We defined criteria whether two functional drug groups are related. Then we constructed the interaction network of drug groups. The resulting network provides intuitive interpretations. We further constructed another network based on interaction sharing ratio of the first network. Subsequent analysis of the networks showed that some features of drugs can be well described by this kind of interaction even for the case of structurally dissimilar drugs. CONCLUSION: Our networks in this work provide intuitive insights into interactions among drug groups rather than those among single drugs. In addition, information on these interactions can be used as a useful source to describe mechanisms and features of drugs.
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spelling pubmed-38521212013-12-20 Interaction network among functional drug groups Lee, Minho Park, Keunwan Kim, Dongsup BMC Syst Biol Research BACKGROUND: More attention has been being paid to combinatorial effects of drugs to treat complex diseases or to avoid adverse combinations of drug cocktail. Although drug interaction information has been increasingly accumulated, a novel approach like network-based method is needed to analyse that information systematically and intuitively RESULTS: Beyond focussing on drug-drug interactions, we examined interactions between functional drug groups. In this work, functional drug groups were defined based on the Anatomical Therapeutic Chemical (ATC) Classification System. We defined criteria whether two functional drug groups are related. Then we constructed the interaction network of drug groups. The resulting network provides intuitive interpretations. We further constructed another network based on interaction sharing ratio of the first network. Subsequent analysis of the networks showed that some features of drugs can be well described by this kind of interaction even for the case of structurally dissimilar drugs. CONCLUSION: Our networks in this work provide intuitive insights into interactions among drug groups rather than those among single drugs. In addition, information on these interactions can be used as a useful source to describe mechanisms and features of drugs. BioMed Central 2013-10-16 /pmc/articles/PMC3852121/ /pubmed/24555875 http://dx.doi.org/10.1186/1752-0509-7-S3-S4 Text en Copyright © 2013 Lee et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Lee, Minho
Park, Keunwan
Kim, Dongsup
Interaction network among functional drug groups
title Interaction network among functional drug groups
title_full Interaction network among functional drug groups
title_fullStr Interaction network among functional drug groups
title_full_unstemmed Interaction network among functional drug groups
title_short Interaction network among functional drug groups
title_sort interaction network among functional drug groups
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3852121/
https://www.ncbi.nlm.nih.gov/pubmed/24555875
http://dx.doi.org/10.1186/1752-0509-7-S3-S4
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