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Consistency, comprehensiveness, and compatibility of pathway databases

BACKGROUND: It is necessary to analyze microarray experiments together with biological information to make better biological inferences. We investigate the adequacy of current biological databases to address this need. DESCRIPTION: Our results show a low level of consistency, comprehensiveness and c...

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Detalles Bibliográficos
Autores principales: Soh, Donny, Dong, Difeng, Guo, Yike, Wong, Limsoon
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2944280/
https://www.ncbi.nlm.nih.gov/pubmed/20819233
http://dx.doi.org/10.1186/1471-2105-11-449
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author Soh, Donny
Dong, Difeng
Guo, Yike
Wong, Limsoon
author_facet Soh, Donny
Dong, Difeng
Guo, Yike
Wong, Limsoon
author_sort Soh, Donny
collection PubMed
description BACKGROUND: It is necessary to analyze microarray experiments together with biological information to make better biological inferences. We investigate the adequacy of current biological databases to address this need. DESCRIPTION: Our results show a low level of consistency, comprehensiveness and compatibility among three popular pathway databases (KEGG, Ingenuity and Wikipathways). The level of consistency for genes in similar pathways across databases ranges from 0% to 88%. The corresponding level of consistency for interacting genes pairs is 0%-61%. These three original sources can be assumed to be reliable in the sense that the interacting gene pairs reported in them are correct because they are curated. However, the lack of concordance between these databases suggests each source has missed out many genes and interacting gene pairs. CONCLUSIONS: Researchers will hence find it challenging to obtain consistent pathway information out of these diverse data sources. It is therefore critical to enable them to access these sources via a consistent, comprehensive and unified pathway API. We accumulated sufficient data to create such an aggregated resource with the convenience of an API to access its information. This unified resource can be accessed at http://www.pathwayapi.com.
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spelling pubmed-29442802010-09-24 Consistency, comprehensiveness, and compatibility of pathway databases Soh, Donny Dong, Difeng Guo, Yike Wong, Limsoon BMC Bioinformatics Database BACKGROUND: It is necessary to analyze microarray experiments together with biological information to make better biological inferences. We investigate the adequacy of current biological databases to address this need. DESCRIPTION: Our results show a low level of consistency, comprehensiveness and compatibility among three popular pathway databases (KEGG, Ingenuity and Wikipathways). The level of consistency for genes in similar pathways across databases ranges from 0% to 88%. The corresponding level of consistency for interacting genes pairs is 0%-61%. These three original sources can be assumed to be reliable in the sense that the interacting gene pairs reported in them are correct because they are curated. However, the lack of concordance between these databases suggests each source has missed out many genes and interacting gene pairs. CONCLUSIONS: Researchers will hence find it challenging to obtain consistent pathway information out of these diverse data sources. It is therefore critical to enable them to access these sources via a consistent, comprehensive and unified pathway API. We accumulated sufficient data to create such an aggregated resource with the convenience of an API to access its information. This unified resource can be accessed at http://www.pathwayapi.com. BioMed Central 2010-09-07 /pmc/articles/PMC2944280/ /pubmed/20819233 http://dx.doi.org/10.1186/1471-2105-11-449 Text en Copyright ©2010 Soh 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 Database
Soh, Donny
Dong, Difeng
Guo, Yike
Wong, Limsoon
Consistency, comprehensiveness, and compatibility of pathway databases
title Consistency, comprehensiveness, and compatibility of pathway databases
title_full Consistency, comprehensiveness, and compatibility of pathway databases
title_fullStr Consistency, comprehensiveness, and compatibility of pathway databases
title_full_unstemmed Consistency, comprehensiveness, and compatibility of pathway databases
title_short Consistency, comprehensiveness, and compatibility of pathway databases
title_sort consistency, comprehensiveness, and compatibility of pathway databases
topic Database
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2944280/
https://www.ncbi.nlm.nih.gov/pubmed/20819233
http://dx.doi.org/10.1186/1471-2105-11-449
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