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Transcriptomic Coordination in the Human Metabolic Network Reveals Links between n-3 Fat Intake, Adipose Tissue Gene Expression and Metabolic Health

Understanding the molecular link between diet and health is a key goal in nutritional systems biology. As an alternative to pathway analysis, we have developed a joint multivariate and network-based approach to analysis of a dataset of habitual dietary records, adipose tissue transcriptomics and com...

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Autores principales: Morine, Melissa J., Tierney, Audrey C., van Ommen, Ben, Daniel, Hannelore, Toomey, Sinead, Gjelstad, Ingrid M. F., Gormley, Isobel C., Pérez-Martinez, Pablo, Drevon, Christian A., López-Miranda, Jose, Roche, Helen M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3207936/
https://www.ncbi.nlm.nih.gov/pubmed/22072950
http://dx.doi.org/10.1371/journal.pcbi.1002223
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author Morine, Melissa J.
Tierney, Audrey C.
van Ommen, Ben
Daniel, Hannelore
Toomey, Sinead
Gjelstad, Ingrid M. F.
Gormley, Isobel C.
Pérez-Martinez, Pablo
Drevon, Christian A.
López-Miranda, Jose
Roche, Helen M.
author_facet Morine, Melissa J.
Tierney, Audrey C.
van Ommen, Ben
Daniel, Hannelore
Toomey, Sinead
Gjelstad, Ingrid M. F.
Gormley, Isobel C.
Pérez-Martinez, Pablo
Drevon, Christian A.
López-Miranda, Jose
Roche, Helen M.
author_sort Morine, Melissa J.
collection PubMed
description Understanding the molecular link between diet and health is a key goal in nutritional systems biology. As an alternative to pathway analysis, we have developed a joint multivariate and network-based approach to analysis of a dataset of habitual dietary records, adipose tissue transcriptomics and comprehensive plasma marker profiles from human volunteers with the Metabolic Syndrome. With this approach we identified prominent co-expressed sub-networks in the global metabolic network, which showed correlated expression with habitual n-3 PUFA intake and urinary levels of the oxidative stress marker 8-iso-PGF(2α). These sub-networks illustrated inherent cross-talk between distinct metabolic pathways, such as between triglyceride metabolism and production of lipid signalling molecules. In a parallel promoter analysis, we identified several adipogenic transcription factors as potential transcriptional regulators associated with habitual n-3 PUFA intake. Our results illustrate advantages of network-based analysis, and generate novel hypotheses on the transcriptomic link between habitual n-3 PUFA intake, adipose tissue function and oxidative stress.
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spelling pubmed-32079362011-11-09 Transcriptomic Coordination in the Human Metabolic Network Reveals Links between n-3 Fat Intake, Adipose Tissue Gene Expression and Metabolic Health Morine, Melissa J. Tierney, Audrey C. van Ommen, Ben Daniel, Hannelore Toomey, Sinead Gjelstad, Ingrid M. F. Gormley, Isobel C. Pérez-Martinez, Pablo Drevon, Christian A. López-Miranda, Jose Roche, Helen M. PLoS Comput Biol Research Article Understanding the molecular link between diet and health is a key goal in nutritional systems biology. As an alternative to pathway analysis, we have developed a joint multivariate and network-based approach to analysis of a dataset of habitual dietary records, adipose tissue transcriptomics and comprehensive plasma marker profiles from human volunteers with the Metabolic Syndrome. With this approach we identified prominent co-expressed sub-networks in the global metabolic network, which showed correlated expression with habitual n-3 PUFA intake and urinary levels of the oxidative stress marker 8-iso-PGF(2α). These sub-networks illustrated inherent cross-talk between distinct metabolic pathways, such as between triglyceride metabolism and production of lipid signalling molecules. In a parallel promoter analysis, we identified several adipogenic transcription factors as potential transcriptional regulators associated with habitual n-3 PUFA intake. Our results illustrate advantages of network-based analysis, and generate novel hypotheses on the transcriptomic link between habitual n-3 PUFA intake, adipose tissue function and oxidative stress. Public Library of Science 2011-11-03 /pmc/articles/PMC3207936/ /pubmed/22072950 http://dx.doi.org/10.1371/journal.pcbi.1002223 Text en Morine et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Morine, Melissa J.
Tierney, Audrey C.
van Ommen, Ben
Daniel, Hannelore
Toomey, Sinead
Gjelstad, Ingrid M. F.
Gormley, Isobel C.
Pérez-Martinez, Pablo
Drevon, Christian A.
López-Miranda, Jose
Roche, Helen M.
Transcriptomic Coordination in the Human Metabolic Network Reveals Links between n-3 Fat Intake, Adipose Tissue Gene Expression and Metabolic Health
title Transcriptomic Coordination in the Human Metabolic Network Reveals Links between n-3 Fat Intake, Adipose Tissue Gene Expression and Metabolic Health
title_full Transcriptomic Coordination in the Human Metabolic Network Reveals Links between n-3 Fat Intake, Adipose Tissue Gene Expression and Metabolic Health
title_fullStr Transcriptomic Coordination in the Human Metabolic Network Reveals Links between n-3 Fat Intake, Adipose Tissue Gene Expression and Metabolic Health
title_full_unstemmed Transcriptomic Coordination in the Human Metabolic Network Reveals Links between n-3 Fat Intake, Adipose Tissue Gene Expression and Metabolic Health
title_short Transcriptomic Coordination in the Human Metabolic Network Reveals Links between n-3 Fat Intake, Adipose Tissue Gene Expression and Metabolic Health
title_sort transcriptomic coordination in the human metabolic network reveals links between n-3 fat intake, adipose tissue gene expression and metabolic health
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3207936/
https://www.ncbi.nlm.nih.gov/pubmed/22072950
http://dx.doi.org/10.1371/journal.pcbi.1002223
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