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CoffeeProt: an online tool for correlation and functional enrichment of systems genetics data

The integration of genomics, transcriptomics, proteomics and phenotypic traits across genetically diverse populations is a powerful approach to discover novel biological regulators. The increasing volume of complex data require new and easy-to-use tools accessible to a variety of scientists for the...

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Detalles Bibliográficos
Autores principales: Molendijk, Jeffrey, Seldin, Marcus M, Parker, Benjamin L
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8262721/
https://www.ncbi.nlm.nih.gov/pubmed/33978718
http://dx.doi.org/10.1093/nar/gkab352
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author Molendijk, Jeffrey
Seldin, Marcus M
Parker, Benjamin L
author_facet Molendijk, Jeffrey
Seldin, Marcus M
Parker, Benjamin L
author_sort Molendijk, Jeffrey
collection PubMed
description The integration of genomics, transcriptomics, proteomics and phenotypic traits across genetically diverse populations is a powerful approach to discover novel biological regulators. The increasing volume of complex data require new and easy-to-use tools accessible to a variety of scientists for the discovery and visualization of functionally relevant associations. To meet this requirement, we developed CoffeeProt, an open-source tool that analyses genetic variants associated to protein networks, other omics datatypes and phenotypic traits. CoffeeProt uses transcriptomics or proteomics data to perform correlation network analyses and annotates results with protein-protein interactions, subcellular localisations and drug associations. It then integrates genetic variants associated with gene expression (eQTLs) or protein abundance (pQTLs) and includes predictions of the potential consequences of variants on gene function. Finally, genetic variants are co-mapped to molecular or phenotypic traits either provided by the user or retrieved directly from publicly available GWAS results. We demonstrate its utility with the analysis of mouse and human population data enabling the rapid identification of genetic variants associated with druggable proteins and clinical traits. We expect that CoffeeProt will serve the systems genetics and basic science research communities, leading to the discovery of novel biologically relevant associations. CoffeeProt is available at www.coffeeprot.com.
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spelling pubmed-82627212021-07-08 CoffeeProt: an online tool for correlation and functional enrichment of systems genetics data Molendijk, Jeffrey Seldin, Marcus M Parker, Benjamin L Nucleic Acids Res Web Server Issue The integration of genomics, transcriptomics, proteomics and phenotypic traits across genetically diverse populations is a powerful approach to discover novel biological regulators. The increasing volume of complex data require new and easy-to-use tools accessible to a variety of scientists for the discovery and visualization of functionally relevant associations. To meet this requirement, we developed CoffeeProt, an open-source tool that analyses genetic variants associated to protein networks, other omics datatypes and phenotypic traits. CoffeeProt uses transcriptomics or proteomics data to perform correlation network analyses and annotates results with protein-protein interactions, subcellular localisations and drug associations. It then integrates genetic variants associated with gene expression (eQTLs) or protein abundance (pQTLs) and includes predictions of the potential consequences of variants on gene function. Finally, genetic variants are co-mapped to molecular or phenotypic traits either provided by the user or retrieved directly from publicly available GWAS results. We demonstrate its utility with the analysis of mouse and human population data enabling the rapid identification of genetic variants associated with druggable proteins and clinical traits. We expect that CoffeeProt will serve the systems genetics and basic science research communities, leading to the discovery of novel biologically relevant associations. CoffeeProt is available at www.coffeeprot.com. Oxford University Press 2021-05-12 /pmc/articles/PMC8262721/ /pubmed/33978718 http://dx.doi.org/10.1093/nar/gkab352 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 (http://creativecommons.org/licenses/by/4.0/ (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 Web Server Issue
Molendijk, Jeffrey
Seldin, Marcus M
Parker, Benjamin L
CoffeeProt: an online tool for correlation and functional enrichment of systems genetics data
title CoffeeProt: an online tool for correlation and functional enrichment of systems genetics data
title_full CoffeeProt: an online tool for correlation and functional enrichment of systems genetics data
title_fullStr CoffeeProt: an online tool for correlation and functional enrichment of systems genetics data
title_full_unstemmed CoffeeProt: an online tool for correlation and functional enrichment of systems genetics data
title_short CoffeeProt: an online tool for correlation and functional enrichment of systems genetics data
title_sort coffeeprot: an online tool for correlation and functional enrichment of systems genetics data
topic Web Server Issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8262721/
https://www.ncbi.nlm.nih.gov/pubmed/33978718
http://dx.doi.org/10.1093/nar/gkab352
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