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Consensus and conflict cards for metabolic pathway databases

BACKGROUND: The metabolic network of H. sapiens and many other organisms is described in multiple pathway databases. The level of agreement between these descriptions, however, has proven to be low. We can use these different descriptions to our advantage by identifying conflicting information and c...

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Autores principales: Stobbe, Miranda D, Swertz, Morris A, Thiele, Ines, Rengaw, Trebor, van Kampen, Antoine HC, Moerland, Perry D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3703255/
https://www.ncbi.nlm.nih.gov/pubmed/23803311
http://dx.doi.org/10.1186/1752-0509-7-50
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author Stobbe, Miranda D
Swertz, Morris A
Thiele, Ines
Rengaw, Trebor
van Kampen, Antoine HC
Moerland, Perry D
author_facet Stobbe, Miranda D
Swertz, Morris A
Thiele, Ines
Rengaw, Trebor
van Kampen, Antoine HC
Moerland, Perry D
author_sort Stobbe, Miranda D
collection PubMed
description BACKGROUND: The metabolic network of H. sapiens and many other organisms is described in multiple pathway databases. The level of agreement between these descriptions, however, has proven to be low. We can use these different descriptions to our advantage by identifying conflicting information and combining their knowledge into a single, more accurate, and more complete description. This task is, however, far from trivial. RESULTS: We introduce the concept of Consensus and Conflict Cards (C(2)Cards) to provide concise overviews of what the databases do or do not agree on. Each card is centered at a single gene, EC number or reaction. These three complementary perspectives make it possible to distinguish disagreements on the underlying biology of a metabolic process from differences that can be explained by different decisions on how and in what detail to represent knowledge. As a proof-of-concept, we implemented C(2)Cards(Human), as a web application http://www.molgenis.org/c2cards, covering five human pathway databases. CONCLUSIONS: C(2)Cards can contribute to ongoing reconciliation efforts by simplifying the identification of consensus and conflicts between pathway databases and lowering the threshold for experts to contribute. Several case studies illustrate the potential of the C(2)Cards in identifying disagreements on the underlying biology of a metabolic process. The overviews may also point out controversial biological knowledge that should be subject of further research. Finally, the examples provided emphasize the importance of manual curation and the need for a broad community involvement.
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spelling pubmed-37032552013-07-10 Consensus and conflict cards for metabolic pathway databases Stobbe, Miranda D Swertz, Morris A Thiele, Ines Rengaw, Trebor van Kampen, Antoine HC Moerland, Perry D BMC Syst Biol Research Article BACKGROUND: The metabolic network of H. sapiens and many other organisms is described in multiple pathway databases. The level of agreement between these descriptions, however, has proven to be low. We can use these different descriptions to our advantage by identifying conflicting information and combining their knowledge into a single, more accurate, and more complete description. This task is, however, far from trivial. RESULTS: We introduce the concept of Consensus and Conflict Cards (C(2)Cards) to provide concise overviews of what the databases do or do not agree on. Each card is centered at a single gene, EC number or reaction. These three complementary perspectives make it possible to distinguish disagreements on the underlying biology of a metabolic process from differences that can be explained by different decisions on how and in what detail to represent knowledge. As a proof-of-concept, we implemented C(2)Cards(Human), as a web application http://www.molgenis.org/c2cards, covering five human pathway databases. CONCLUSIONS: C(2)Cards can contribute to ongoing reconciliation efforts by simplifying the identification of consensus and conflicts between pathway databases and lowering the threshold for experts to contribute. Several case studies illustrate the potential of the C(2)Cards in identifying disagreements on the underlying biology of a metabolic process. The overviews may also point out controversial biological knowledge that should be subject of further research. Finally, the examples provided emphasize the importance of manual curation and the need for a broad community involvement. BioMed Central 2013-06-26 /pmc/articles/PMC3703255/ /pubmed/23803311 http://dx.doi.org/10.1186/1752-0509-7-50 Text en Copyright © 2013 Stobbe 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 Article
Stobbe, Miranda D
Swertz, Morris A
Thiele, Ines
Rengaw, Trebor
van Kampen, Antoine HC
Moerland, Perry D
Consensus and conflict cards for metabolic pathway databases
title Consensus and conflict cards for metabolic pathway databases
title_full Consensus and conflict cards for metabolic pathway databases
title_fullStr Consensus and conflict cards for metabolic pathway databases
title_full_unstemmed Consensus and conflict cards for metabolic pathway databases
title_short Consensus and conflict cards for metabolic pathway databases
title_sort consensus and conflict cards for metabolic pathway databases
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3703255/
https://www.ncbi.nlm.nih.gov/pubmed/23803311
http://dx.doi.org/10.1186/1752-0509-7-50
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