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IID 2021: towards context-specific protein interaction analyses by increased coverage, enhanced annotation and enrichment analysis

Improved bioassays have significantly increased the rate of identifying new protein-protein interactions (PPIs), and the number of detected human PPIs has greatly exceeded early estimates of human interactome size. These new PPIs provide a more complete view of disease mechanisms but precise underst...

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Autores principales: Kotlyar, Max, Pastrello, Chiara, Ahmed, Zuhaib, Chee, Justin, Varyova, Zofia, Jurisica, Igor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8728267/
https://www.ncbi.nlm.nih.gov/pubmed/34755877
http://dx.doi.org/10.1093/nar/gkab1034
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author Kotlyar, Max
Pastrello, Chiara
Ahmed, Zuhaib
Chee, Justin
Varyova, Zofia
Jurisica, Igor
author_facet Kotlyar, Max
Pastrello, Chiara
Ahmed, Zuhaib
Chee, Justin
Varyova, Zofia
Jurisica, Igor
author_sort Kotlyar, Max
collection PubMed
description Improved bioassays have significantly increased the rate of identifying new protein-protein interactions (PPIs), and the number of detected human PPIs has greatly exceeded early estimates of human interactome size. These new PPIs provide a more complete view of disease mechanisms but precise understanding of how PPIs affect phenotype remains a challenge. It requires knowledge of PPI context (e.g. tissues, subcellular localizations), and functional roles, especially within pathways and protein complexes. The previous IID release focused on PPI context, providing networks with comprehensive tissue, disease, cellular localization, and druggability annotations. The current update adds developmental stages to the available contexts, and provides a way of assigning context to PPIs that could not be previously annotated due to insufficient data or incompatibility with available context categories (e.g. interactions between membrane and cytoplasmic proteins). This update also annotates PPIs with conservation across species, directionality in pathways, membership in large complexes, interaction stability (i.e. stable or transient), and mutation effects. Enrichment analysis is now available for all annotations, and includes multiple options; for example, context annotations can be analyzed with respect to PPIs or network proteins. In addition to tabular view or download, IID provides online network visualization. This update is available at http://ophid.utoronto.ca/iid.
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spelling pubmed-87282672022-01-05 IID 2021: towards context-specific protein interaction analyses by increased coverage, enhanced annotation and enrichment analysis Kotlyar, Max Pastrello, Chiara Ahmed, Zuhaib Chee, Justin Varyova, Zofia Jurisica, Igor Nucleic Acids Res Database Issue Improved bioassays have significantly increased the rate of identifying new protein-protein interactions (PPIs), and the number of detected human PPIs has greatly exceeded early estimates of human interactome size. These new PPIs provide a more complete view of disease mechanisms but precise understanding of how PPIs affect phenotype remains a challenge. It requires knowledge of PPI context (e.g. tissues, subcellular localizations), and functional roles, especially within pathways and protein complexes. The previous IID release focused on PPI context, providing networks with comprehensive tissue, disease, cellular localization, and druggability annotations. The current update adds developmental stages to the available contexts, and provides a way of assigning context to PPIs that could not be previously annotated due to insufficient data or incompatibility with available context categories (e.g. interactions between membrane and cytoplasmic proteins). This update also annotates PPIs with conservation across species, directionality in pathways, membership in large complexes, interaction stability (i.e. stable or transient), and mutation effects. Enrichment analysis is now available for all annotations, and includes multiple options; for example, context annotations can be analyzed with respect to PPIs or network proteins. In addition to tabular view or download, IID provides online network visualization. This update is available at http://ophid.utoronto.ca/iid. Oxford University Press 2021-11-10 /pmc/articles/PMC8728267/ /pubmed/34755877 http://dx.doi.org/10.1093/nar/gkab1034 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of Nucleic Acids Research. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Database Issue
Kotlyar, Max
Pastrello, Chiara
Ahmed, Zuhaib
Chee, Justin
Varyova, Zofia
Jurisica, Igor
IID 2021: towards context-specific protein interaction analyses by increased coverage, enhanced annotation and enrichment analysis
title IID 2021: towards context-specific protein interaction analyses by increased coverage, enhanced annotation and enrichment analysis
title_full IID 2021: towards context-specific protein interaction analyses by increased coverage, enhanced annotation and enrichment analysis
title_fullStr IID 2021: towards context-specific protein interaction analyses by increased coverage, enhanced annotation and enrichment analysis
title_full_unstemmed IID 2021: towards context-specific protein interaction analyses by increased coverage, enhanced annotation and enrichment analysis
title_short IID 2021: towards context-specific protein interaction analyses by increased coverage, enhanced annotation and enrichment analysis
title_sort iid 2021: towards context-specific protein interaction analyses by increased coverage, enhanced annotation and enrichment analysis
topic Database Issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8728267/
https://www.ncbi.nlm.nih.gov/pubmed/34755877
http://dx.doi.org/10.1093/nar/gkab1034
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