Genetic association of waist-to-hip ratio with cardiometabolic traits, type 2 diabetes, and coronary heart disease

Connor A. Emdin, Amit V. Khera, Pradeep Natarajan, Derek Klarin, Seyedeh M. Zekavat, Allan J. Hsiao, Sekar Kathiresan

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Abstract

IMPORTANCE In observational studies, abdominal adiposity has been associated with type 2 diabetes and coronary heart disease (CHD). Whether these associations represent causal relationships remains uncertain. OBJECTIVE To test the association of a polygenic risk score for waist-to-hip ratio (WHR) adjusted for body mass index (BMI), a measure of abdominal adiposity, with type 2 diabetes and CHD through the potential intermediates of blood lipids, blood pressure, and glycemic phenotypes. DESIGN, SETTING, AND PARTICIPANTS A polygenic risk score for WHR adjusted for BMI, a measure of genetic predisposition to abdominal adiposity, was constructed with 48 single-nucleotide polymorphisms. The association of this score with cardiometabolic traits, type 2 diabetes, and CHD was tested in a mendelian randomization analysis that combined case-control and cross-sectional data sets. Estimates for cardiometabolic traits were based on a combined data set consisting of summary results from 4 genome-wide association studies conducted from 2007 to 2015, including up to 322 154 participants, as well as individual-level, cross-sectional data from the UK Biobank collected from 2007-2011, including 111 986 individuals. Estimates for type 2 diabetes and CHD were derived from summary statistics of 2 separate genome-wide association studies conducted from 2007 to 2015 and including 149 821 individuals and 184 305 individuals, respectively, combined with individual-level data from the UK Biobank. EXPOSURES Genetic predisposition to increased WHR adjusted for BMI. MAIN OUTCOMES AND MEASURES Type 2 diabetes and CHD. RESULTS Among 111 986 individuals in the UK Biobank, the mean age was 57 (SD, 8) years, 58 845 participants (52.5%) were women, and mean WHR was 0.875. Analysis of summary-level genome-wide association study results and individual-level UK Biobank data demonstrated that a 1-SD increase in WHR adjusted for BMI mediated by the polygenic risk score was associated with 27-mg/dL higher triglyceride levels, 4.1-mg/dL higher 2-hour glucose levels, and 2.1-mm Hg higher systolic blood pressure (each P < .001). A 1-SD genetic increase in WHR adjusted for BMI was also associated with a higher risk of type 2 diabetes (odds ratio, 1.77 [95%CI, 1.57-2.00]; absolute risk increase per 1000 participant-years, 6.0 [95%CI, CI, 4.4-7.8]; number of participants with type 2 diabetes outcome, 40 530) and CHD (odds ratio, 1.46 [95%CI, 1.32-1.62]; absolute risk increase per 1000 participant-years, 1.8 [95%CI, 1.3-2.4]; number of participants with CHD outcome, 66 440). CONCLUSIONS AND RELEVANCE A genetic predisposition to higher waist-to-hip ratio adjusted for body mass index was associated with increased risk of type 2 diabetes and coronary heart disease. These results provide evidence supportive of a causal association between abdominal adiposity and these outcomes.

Original languageEnglish (US)
Pages (from-to)626-634
Number of pages9
JournalJAMA - Journal of the American Medical Association
Volume317
Issue number6
DOIs
StatePublished - Feb 14 2017
Externally publishedYes

All Science Journal Classification (ASJC) codes

  • General Medicine

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