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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2011
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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. |
format | Online Article Text |
id | pubmed-3207936 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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