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The Immunometabolic Atlas: A tool for design and interpretation of metabolomics studies in immunology

Immunometabolism, which concerns the interplay between metabolism and the immune system, is increasingly recognized as a potential source of novel drug targets and biomarkers. In this context, the use of metabolomics to identify metabolic characteristics associated with specific functional immune re...

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Autores principales: Maas, Pascal, den Hartog, Ilona, Kindt, Alida, Boman, Sonja, Hankemeier, Thomas, van Hasselt, Coen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9098072/
https://www.ncbi.nlm.nih.gov/pubmed/35550647
http://dx.doi.org/10.1371/journal.pone.0268408
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author Maas, Pascal
den Hartog, Ilona
Kindt, Alida
Boman, Sonja
Hankemeier, Thomas
van Hasselt, Coen
author_facet Maas, Pascal
den Hartog, Ilona
Kindt, Alida
Boman, Sonja
Hankemeier, Thomas
van Hasselt, Coen
author_sort Maas, Pascal
collection PubMed
description Immunometabolism, which concerns the interplay between metabolism and the immune system, is increasingly recognized as a potential source of novel drug targets and biomarkers. In this context, the use of metabolomics to identify metabolic characteristics associated with specific functional immune response processes is of value. Currently, there is a lack of tools to determine known associations between metabolites and immune processes. Consequently, interpretation of metabolites in metabolomics studies in terms of their role in the immune system, or selection of the most relevant metabolite classes to include in metabolomics studies, is challenging. Here, we describe the Immunometabolic Atlas (IMA), a public web application and library of R functions to infer immune processes associated with specific metabolites and vice versa. The IMA derives metabolite-immune process associations utilizing a protein-metabolite network analysis algorithm that associates immune system-associated annotated proteins in Gene Ontology to metabolites. We evaluated IMA inferred metabolite-immune system associations using a text mining strategy, identifying substantial overlap, but also demonstrating a significant chemical space of immune system-associated metabolites that should be confirmed experimentally. Overall, the IMA facilitates the interpretation and design of immunometabolomics studies by the association of metabolites to specific immune processes.
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spelling pubmed-90980722022-05-13 The Immunometabolic Atlas: A tool for design and interpretation of metabolomics studies in immunology Maas, Pascal den Hartog, Ilona Kindt, Alida Boman, Sonja Hankemeier, Thomas van Hasselt, Coen PLoS One Research Article Immunometabolism, which concerns the interplay between metabolism and the immune system, is increasingly recognized as a potential source of novel drug targets and biomarkers. In this context, the use of metabolomics to identify metabolic characteristics associated with specific functional immune response processes is of value. Currently, there is a lack of tools to determine known associations between metabolites and immune processes. Consequently, interpretation of metabolites in metabolomics studies in terms of their role in the immune system, or selection of the most relevant metabolite classes to include in metabolomics studies, is challenging. Here, we describe the Immunometabolic Atlas (IMA), a public web application and library of R functions to infer immune processes associated with specific metabolites and vice versa. The IMA derives metabolite-immune process associations utilizing a protein-metabolite network analysis algorithm that associates immune system-associated annotated proteins in Gene Ontology to metabolites. We evaluated IMA inferred metabolite-immune system associations using a text mining strategy, identifying substantial overlap, but also demonstrating a significant chemical space of immune system-associated metabolites that should be confirmed experimentally. Overall, the IMA facilitates the interpretation and design of immunometabolomics studies by the association of metabolites to specific immune processes. Public Library of Science 2022-05-12 /pmc/articles/PMC9098072/ /pubmed/35550647 http://dx.doi.org/10.1371/journal.pone.0268408 Text en © 2022 Maas et al 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 use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Maas, Pascal
den Hartog, Ilona
Kindt, Alida
Boman, Sonja
Hankemeier, Thomas
van Hasselt, Coen
The Immunometabolic Atlas: A tool for design and interpretation of metabolomics studies in immunology
title The Immunometabolic Atlas: A tool for design and interpretation of metabolomics studies in immunology
title_full The Immunometabolic Atlas: A tool for design and interpretation of metabolomics studies in immunology
title_fullStr The Immunometabolic Atlas: A tool for design and interpretation of metabolomics studies in immunology
title_full_unstemmed The Immunometabolic Atlas: A tool for design and interpretation of metabolomics studies in immunology
title_short The Immunometabolic Atlas: A tool for design and interpretation of metabolomics studies in immunology
title_sort immunometabolic atlas: a tool for design and interpretation of metabolomics studies in immunology
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9098072/
https://www.ncbi.nlm.nih.gov/pubmed/35550647
http://dx.doi.org/10.1371/journal.pone.0268408
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