Emdin Connor A, Khera Amit V, Natarajan Pradeep, Klarin Derek, Zekavat Seyedeh M, Hsiao Allan J, Kathiresan Sekar
Center for Genomic Medicine and Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston2Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts.
Department of Economics, Massachusetts Institute of Technology, Cambridge.
JAMA. 2017 Feb 14;317(6):626-634. doi: 10.1001/jama.2016.21042.
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.
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.
Genetic predisposition to increased WHR adjusted for BMI.
Type 2 diabetes and CHD.
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).
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.
在观察性研究中,腹部肥胖与2型糖尿病和冠心病(CHD)相关。这些关联是否代表因果关系仍不确定。
通过血脂、血压和血糖表型等潜在中介因素,检验调整体重指数(BMI)后的腰臀比(WHR)多基因风险评分与2型糖尿病和冠心病的关联,BMI是腹部肥胖的一种衡量指标。
设计、设置和参与者:利用48个单核苷酸多态性构建了调整BMI后的WHR多基因风险评分,BMI是腹部肥胖遗传易感性的一种衡量指标。在一项孟德尔随机化分析中检验了该评分与心脏代谢特征、2型糖尿病和冠心病的关联,该分析结合了病例对照和横断面数据集。心脏代谢特征的估计基于一个合并数据集,该数据集由2007年至2015年进行的4项全基因组关联研究的汇总结果组成,包括多达322154名参与者,以及来自英国生物银行2007 - 2011年收集的个体水平横断面数据,包括111986人。2型糖尿病和冠心病的估计值来自2007年至2015年进行的2项单独的全基因组关联研究的汇总统计数据,分别包括149821人和184305人,并结合了来自英国生物银行的个体水平数据。
调整BMI后WHR增加的遗传易感性。
2型糖尿病和冠心病。
在英国生物银行的111986名个体中,平均年龄为57(标准差,8)岁,58845名参与者(52.5%)为女性,平均WHR为0.875。对汇总水平的全基因组关联研究结果和个体水平的英国生物银行数据的分析表明,由多基因风险评分介导的调整BMI后的WHR每增加1个标准差,与甘油三酯水平升高27mg/dL、2小时血糖水平升高4.1mg/dL和收缩压升高2.1mmHg相关(每项P <.001)。调整BMI后WHR的遗传增加1个标准差也与2型糖尿病风险增加相关(优势比,1.77 [95%CI,1.57 - 2.00];每1000参与者年的绝对风险增加,6.0 [95%CI,4.4 - 7.8];2型糖尿病结局的参与者数量,40530)和冠心病(优势比,1.46 [95%CI,1.32 - 1.62];每1000参与者年的绝对风险增加,1.8 [95%CI,1.3 - 2.4];冠心病结局的参与者数量,66440)。
调整体重指数后较高腰臀比的遗传易感性与2型糖尿病和冠心病风险增加相关。这些结果为腹部肥胖与这些结局之间的因果关联提供了支持证据。