TY - JOUR
T1 - Genetic association of waist-to-hip ratio with cardiometabolic traits, type 2 diabetes, and coronary heart disease
AU - Emdin, Connor A.
AU - Khera, Amit V.
AU - Natarajan, Pradeep
AU - Klarin, Derek
AU - Zekavat, Seyedeh M.
AU - Hsiao, Allan J.
AU - Kathiresan, Sekar
N1 - Funding Information:
Dr Emdin is funded by the Rhodes Trust. Dr Khera is funded by an ACCF/Merck Cardiovascular Research Fellowship and a John S. LaDue Memorial Fellowship in Cardiology. Dr Klarin is supported by the National Heart, Lung, and Blood Institute of the National Institutes of Health (NIH) under award T32 HL007734. Dr Kathiresan is supported by the Ofer and Shelly Nemirovsky Research Scholar award from the Massachusetts General Hospital, the Donovan Family Foundation, and R01HL127564 from the NIH.
PY - 2017/2/14
Y1 - 2017/2/14
N2 - 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.
AB - 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.
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U2 - 10.1001/jama.2016.21042
DO - 10.1001/jama.2016.21042
M3 - Article
C2 - 28196256
AN - SCOPUS:85014708940
SN - 0098-7484
VL - 317
SP - 626
EP - 634
JO - JAMA - Journal of the American Medical Association
JF - JAMA - Journal of the American Medical Association
IS - 6
ER -