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

نویسندگان

  • Melissa J. Morine
  • Audrey C. Tierney
  • Ben van Ommen
  • Hannelore Daniel
  • Sinead Toomey
  • Ingrid M. F. Gjelstad
  • Isobel Claire Gormley
  • Pablo Pérez-Martinez
  • Christian A. Drevon
  • Jose López-Miranda
  • Helen M. Roche
چکیده

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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عنوان ژورنال:

دوره 7  شماره 

صفحات  -

تاریخ انتشار 2011