Metabolite Profiles of Diabetes Incidence and Intervention Response in the Diabetes Prevention Program

Publication Description
Identifying novel biomarkers of type 2 diabetes risk may improve prediction and prevention among individuals at high risk of the disease and elucidate new biological pathways relevant to diabetes development. We performed plasma metabolite profiling in the Diabetes Prevention Program (DPP), a completed trial that randomized high-risk individuals to lifestyle, metformin, or placebo interventions. Previously reported markers, branched-chain and aromatic amino acids and glutamine/glutamate, were associated with incident diabetes (P < 0.05 for all), but these associations were attenuated upon adjustment for clinical and biochemical measures. By contrast, baseline levels of betaine, also known as glycine betaine (hazard ratio 0.84 per SD log metabolite level, P = 0.02), and three other metabolites were associated with incident diabetes even after adjustment. Moreover, betaine was increased by the lifestyle intervention, which was the most effective approach to preventing diabetes, and increases in betaine at 2 years were also associated with lower diabetes incidence (P = 0.01). Our findings indicate betaine is a marker of diabetes risk among high-risk individuals both at baseline and during preventive interventions and they complement animal models demonstrating a direct role for betaine in modulating metabolic health.

Primary Author
Walford,Geoffrey A.
Ma,Yong
Clish,Clary
Florez,Jose C.
Wang,Thomas J.
Gerszten,Robert E.

Volume
65

Issue
5

Start Page
1424

Other Pages
1433

Publisher
American Diabetes Association

URL
https://www.ncbi.nlm.nih.gov/pubmed/26861782

PMID
26861782

PMCID
PMC4839205



Reference Type
Journal Article

Periodical Full
Diabetes

Publication Year
2016

Publication Date
May

Place of Publication
United States

ISSN/ISBN
0012-1797

Document Object Index
10.2337/db15-1063