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ConsensusPathDB 2022: molecular interactions update as a resource for network biology

Molecular interactions are key drivers of biological function. Providing interaction resources to the research community is important since they allow functional interpretation and network-based analysis of molecular data. ConsensusPathDB (http://consensuspathdb.org) is a meta-database combining int...

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Detalles Bibliográficos
Autores principales: Kamburov, Atanas, Herwig, Ralf
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8728246/
https://www.ncbi.nlm.nih.gov/pubmed/34850110
http://dx.doi.org/10.1093/nar/gkab1128
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author Kamburov, Atanas
Herwig, Ralf
author_facet Kamburov, Atanas
Herwig, Ralf
author_sort Kamburov, Atanas
collection PubMed
description Molecular interactions are key drivers of biological function. Providing interaction resources to the research community is important since they allow functional interpretation and network-based analysis of molecular data. ConsensusPathDB (http://consensuspathdb.org) is a meta-database combining interactions of diverse types from 31 public resources for humans, 16 for mice and 14 for yeasts. Using ConsensusPathDB, researchers commonly evaluate lists of genes, proteins and metabolites against sets of molecular interactions defined by pathways, Gene Ontology and network neighborhoods and retrieve complex molecular neighborhoods formed by heterogeneous interaction types. Furthermore, the integrated protein–protein interaction network is used as a basis for propagation methods. Here, we present the 2022 update of ConsensusPathDB, highlighting content growth, additional functionality and improved database stability. For example, the number of human molecular interactions increased to 859 848 connecting 200 499 unique physical entities such as genes/proteins, metabolites and drugs. Furthermore, we integrated regulatory datasets in the form of transcription factor–, microRNA– and enhancer–gene target interactions, thus providing novel functionality in the context of overrepresentation and enrichment analyses. We specifically emphasize the use of the integrated protein–protein interaction network as a scaffold for network inferences, present topological characteristics of the network and discuss strengths and shortcomings of such approaches.
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spelling pubmed-87282462022-01-05 ConsensusPathDB 2022: molecular interactions update as a resource for network biology Kamburov, Atanas Herwig, Ralf Nucleic Acids Res Database Issue Molecular interactions are key drivers of biological function. Providing interaction resources to the research community is important since they allow functional interpretation and network-based analysis of molecular data. ConsensusPathDB (http://consensuspathdb.org) is a meta-database combining interactions of diverse types from 31 public resources for humans, 16 for mice and 14 for yeasts. Using ConsensusPathDB, researchers commonly evaluate lists of genes, proteins and metabolites against sets of molecular interactions defined by pathways, Gene Ontology and network neighborhoods and retrieve complex molecular neighborhoods formed by heterogeneous interaction types. Furthermore, the integrated protein–protein interaction network is used as a basis for propagation methods. Here, we present the 2022 update of ConsensusPathDB, highlighting content growth, additional functionality and improved database stability. For example, the number of human molecular interactions increased to 859 848 connecting 200 499 unique physical entities such as genes/proteins, metabolites and drugs. Furthermore, we integrated regulatory datasets in the form of transcription factor–, microRNA– and enhancer–gene target interactions, thus providing novel functionality in the context of overrepresentation and enrichment analyses. We specifically emphasize the use of the integrated protein–protein interaction network as a scaffold for network inferences, present topological characteristics of the network and discuss strengths and shortcomings of such approaches. Oxford University Press 2021-11-25 /pmc/articles/PMC8728246/ /pubmed/34850110 http://dx.doi.org/10.1093/nar/gkab1128 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of Nucleic Acids Research. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Database Issue
Kamburov, Atanas
Herwig, Ralf
ConsensusPathDB 2022: molecular interactions update as a resource for network biology
title ConsensusPathDB 2022: molecular interactions update as a resource for network biology
title_full ConsensusPathDB 2022: molecular interactions update as a resource for network biology
title_fullStr ConsensusPathDB 2022: molecular interactions update as a resource for network biology
title_full_unstemmed ConsensusPathDB 2022: molecular interactions update as a resource for network biology
title_short ConsensusPathDB 2022: molecular interactions update as a resource for network biology
title_sort consensuspathdb 2022: molecular interactions update as a resource for network biology
topic Database Issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8728246/
https://www.ncbi.nlm.nih.gov/pubmed/34850110
http://dx.doi.org/10.1093/nar/gkab1128
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