Circulating metabolite predictors of glycemia in middle-aged men and women

Peter Würtz, Mika Tiainen, Ville Petteri Mak̈inen, Antti J. Kangas, Pasi Soininen, Juha Saltevo, Sirkka Keinan̈en-Kiukaanniemi, Pekka Mäntyselkä, Terho Lehtimak̈i, Markku Laakso, Antti Jula, Mika Kähönen, Mauno Vanhala, Mika Ala-Korpela

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161 Citations (Scopus)


OBJECTIVE - Metabolite predictors of deteriorating glucose tolerance may elucidate the pathogenesis of type 2 diabetes. We investigated associations of circulating metabolites from high-throughput profiling with fasting and postload glycemia cross-sectionally and prospectively on the population level. RESEARCH DESIGN AND METHODS - Oral glucose tolerance was assessed in two Finnish, population-based studies consisting of 1,873 individuals (mean age 52 years, 58% women) and reexamined after 6.5 years for 618 individuals in one of the cohorts. Metabolites were quantified by nuclear magnetic resonance spectroscopy from fasting serum samples. Associations were studied by linear regression models adjusted for established risk factors. RESULTS - Nineteen circulating metabolites, including amino acids, gluconeogenic substrates, and fatty acidmeasures, were cross-sectionally associated with fasting and/or postload glucose (P < 0.001). Among thesemetabolic intermediates, branched-chain amino acids, phenylalanine, and a1- acid glycoprotein were predictors of both fasting and 2-h glucose at 6.5-year follow-up (P < 0.05), whereas alanine, lactate, pyruvate, and tyrosine were uniquely associated with 6.5-year postload glucose (P = 0.003-0.04). None of the fatty acid measures were prospectively associated with glycemia. Changes in fatty acid concentrations were associated with changes in fasting and postload glycemia during follow-up; however, changes in branched-chain amino acids did not follow glucose dynamics, and gluconeogenic substrates only paralleled changes in fasting glucose. CONCLUSIONS - Alterations in branched-chain and aromatic amino acidmetabolismprecede hyperglycemia in the general population. Further, alanine, lactate, and pyruvate were predictive of postchallenge glucose exclusively. These gluconeogenic precursors are potential markers of long-term impaired insulin sensitivity that may relate to attenuated glucose tolerance later in life.

Original languageEnglish
Pages (from-to)1749-1756
Number of pages8
JournalDiabetes Care
Issue number8
Publication statusPublished or Issued - Aug 2012
Externally publishedYes

ASJC Scopus subject areas

  • Internal Medicine
  • Endocrinology, Diabetes and Metabolism
  • Advanced and Specialised Nursing

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