A new metabolomic signature in type-2 diabetes mellitus and its pathophysiology

PLoS One. 2014 Jan 17;9(1):e85082. doi: 10.1371/journal.pone.0085082. eCollection 2014.

Abstract

Objective: The objective of the current study was to find a metabolic signature associated with the early manifestations of type-2 diabetes mellitus.

Research design and method: Modern metabolic profiling technology (MxP™ Broad Profiling) was applied to find early alterations in the plasma metabolome of type-2 diabetic patients. The results were validated in an independent study. Eicosanoid and single inon monitoring analysis (MxP™ Eicosanoid and MxP™ SIM analysis) were performed in subsets of samples.

Results: A metabolic signature including significantly increased levels of glyoxylate as a potential novel marker for early detection of type-2 diabetes mellitus was identified in an initial study (Study1). The signature was significantly altered in fasted diabetic and pre-diabetic subjects and in non-fasted subjects up to three years prior to the diagnosis of type-2 diabetes; most alterations were also consistently found in an independent patient group (Study 2). In Study 2 diabetic and most control subjects suffered from heart failure. In Study 1 a subgroup of diabetic subjects, with a history of use of anti-hypertensive medication further showed a more pronounced increase of glyoxylate levels, compared to a non-diabetic control group when tested in a hyperglycemic state. In the context of a prior history of anti-hypertensive medication, alterations in hexosamine and eicosanoid levels were also found.

Conclusion: A metabolic signature including glyoxylate was associated with type-2 diabetes mellitus, independent of the fasting status and of occurrence of another major disease. The same signature was also found to be associated with pre-diabetic subjects. Glyoxylate levels further showed a specifically strong increase in a subgroup of diabetic subjects. It could represent a new marker for the detection of medical subgroups of diabetic subjects.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Amino Acids, Branched-Chain / metabolism
  • Antihypertensive Agents / therapeutic use
  • Case-Control Studies
  • Diabetes Mellitus, Type 2 / drug therapy
  • Diabetes Mellitus, Type 2 / metabolism*
  • Diabetes Mellitus, Type 2 / physiopathology*
  • Eicosanoids / metabolism
  • Fasting / metabolism
  • Glucose Tolerance Test
  • Glyoxylates / metabolism
  • Hexosamines / metabolism
  • Humans
  • Metabolomics*
  • Models, Biological
  • Prediabetic State / metabolism

Substances

  • Amino Acids, Branched-Chain
  • Antihypertensive Agents
  • Eicosanoids
  • Glyoxylates
  • Hexosamines
  • glyoxylic acid

Grants and funding

Study II was supported by the National Genome Research Network (NGFN-transfer/http://www.ngfn.de/) and funding was provided by the German Ministry of Education and Research (BMBF) under the funding ID FKZ01GR0813 (University of Heidelberg) and 01GR0812 (metanomics GmbH, Berlin). Sample collection of study I was co-funded by the “Bayrische Forschungsstiftung” (http://www.forschungsstiftung.de/grant number: AZ 773-707). These funders had no role in sample collection, study design, data analysis, decision to publish, and preparation of the manuscript.