Serum metabolite signature predicts the acute onset of diabetes in spontaneously diabetic congenic BB rats

Lina Åkesson, Johan Trygg, Jessica Fuller, Rasmus Madsen, Jon Gabrielsson, Stephen Bruce, Hans Stenlund, Terry Tupling, Ranae Pefley, Torbjorn Lundstedt, Åke Lernmark, Thomas Moritz

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Abstract

The clinical presentation of type 1 diabetes is preceded by a prodrome of beta cell autoimmunity. We probed the short period of subtle metabolic abnormalities, which precede the acute onset of diabetes in the spontaneously diabetic BB rat, by analyzing the serum metabolite profile detected with combined gas chromatography/mass spectrometry (GC/MS) and liquid chromatography/mass spectrometry (LC/MS). We found that the metabolite pattern prior to diabetes included 17 metabolites, which differed between individual diabetes prone (DP) BB rats and their age and sex matched diabetes resistant (DR) littermates. As the metabolite signature at the 40 days of age baseline failed to distinguish DP from DR, there was a brief 10-day period after which the diabetes prediction pattern was observed, that includes fatty acids (e.g. oleamide), phospholipids (e.g. phosphocholines) and amino acids (e.g. isoleucine). It is concluded that distinct changes in the serum metabolite pattern predict type 1 diabetes and precede the appearance of insulitis in spontaneously diabetic BB DP rats. This observation should prove useful to dissect mechanisms of type 1 diabetes.
Original languageEnglish
Pages (from-to)593-603
JournalMetabolomics
Volume7
Issue number4
DOIs
Publication statusPublished - 2011

Subject classification (UKÄ)

  • Endocrinology and Diabetes

Free keywords

  • Type 1 diabetes
  • Metabolomics
  • OPLS-DA
  • Dynamic modeling

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