Genetic Association of Waist-to-Hip Ratio With Cardiometabolic Traits, Type 2 Diabetes, and Coronary Heart Disease

被引:329
作者
Emdin, Connor A. [1 ,2 ,3 ]
Khera, Amit V. [1 ,2 ,3 ]
Natarajan, Pradeep [1 ,2 ,3 ]
Klarin, Derek [1 ,2 ,3 ]
Zekavat, Seyedeh M. [1 ,2 ,3 ]
Hsiao, Allan J. [4 ]
Kathiresan, Sekar [1 ,2 ,3 ]
机构
[1] Harvard Med Sch, Massachusetts Gen Hosp, Ctr Genom Med, Boston, MA USA
[2] Harvard Med Sch, Massachusetts Gen Hosp, Div Cardiol, Boston, MA USA
[3] Broad Inst, Program Med & Populat Genet, Cambridge, MA USA
[4] MIT, Dept Econ, 77 Massachusetts Ave, Cambridge, MA 02139 USA
来源
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION | 2017年 / 317卷 / 06期
基金
美国国家卫生研究院;
关键词
BODY-MASS INDEX; GENOME-WIDE ASSOCIATION; MENDELIAN RANDOMIZATION; LARGE-SCALE; CARDIOVASCULAR-DISEASE; COMPUTED-TOMOGRAPHY; BIOLOGICAL PATHWAYS; FAT DISTRIBUTION; ARTERY-DISEASE; RISK;
D O I
10.1001/jama.2016.21042
中图分类号
R5 [内科学];
学科分类号
100201 [内科学];
摘要
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.
引用
收藏
页码:626 / 634
页数:9
相关论文
共 32 条
[1]
OBESITY - NEW INSIGHT INTO THE ANTHROPOMETRIC CLASSIFICATION OF FAT DISTRIBUTION SHOWN BY COMPUTED-TOMOGRAPHY [J].
ASHWELL, M ;
COLE, TJ ;
DIXON, AK .
BRITISH MEDICAL JOURNAL, 1985, 290 (6483) :1692-1694
[3]
Consistent Estimation in Mendelian Randomization with Some Invalid Instruments Using a Weighted Median Estimator [J].
Bowden, Jack ;
Smith, George Davey ;
Haycock, Philip C. ;
Burgess, Stephen .
GENETIC EPIDEMIOLOGY, 2016, 40 (04) :304-314
[4]
Instrumental Variable Analysis with a Nonlinear Exposure-Outcome Relationship [J].
Burgess, Stephen ;
Davies, Neil M. ;
Thompson, Simon G. .
EPIDEMIOLOGY, 2014, 25 (06) :877-885
[5]
Mendelian Randomization Analysis With Multiple Genetic Variants Using Summarized Data [J].
Burgess, Stephen ;
Butterworth, Adam ;
Thompson, Simon G. .
GENETIC EPIDEMIOLOGY, 2013, 37 (07) :658-665
[6]
Body Fat Distribution and Risk of Cardiovascular Disease An Update [J].
Despres, Jean-Pierre .
CIRCULATION, 2012, 126 (10) :1301-1313
[7]
Common variants associated with plasma triglycerides and risk for coronary artery disease [J].
Do, Ron ;
Willer, Cristen J. ;
Schmidt, Ellen M. ;
Sengupta, Sebanti ;
Gao, Chi ;
Peloso, Gina M. ;
Gustafsson, Stefan ;
Kanoni, Stavroula ;
Ganna, Andrea ;
Chen, Jin ;
Buchkovich, Martin L. ;
Mora, Samia ;
Beckmann, Jacques S. ;
Bragg-Gresham, Jennifer L. ;
Chang, Hsing-Yi ;
Demirkan, Ayse ;
Den Hertog, Heleen M. ;
Donnelly, Louise A. ;
Ehret, Georg B. ;
Esko, Tonu ;
Feitosa, Mary F. ;
Ferreira, Teresa ;
Fischer, Krista ;
Fontanillas, Pierre ;
Fraser, Ross M. ;
Freitag, Daniel F. ;
Gurdasani, Deepti ;
Heikkila, Kauko ;
Hyppoenen, Elina ;
Isaacs, Aaron ;
Jackson, Anne U. ;
Johansson, Asa ;
Johnson, Toby ;
Kaakinen, Marika ;
Kettunen, Johannes ;
Kleber, Marcus E. ;
Li, Xiaohui ;
Luan, Jian'an ;
Lyytikainen, Leo-Pekka ;
Magnusson, Patrik K. E. ;
Mangino, Massimo ;
Mihailov, Evelin ;
Montasser, May E. ;
Mueller-Nurasyid, Martina ;
Nolte, Ilja M. ;
O'Connell, Jeffrey R. ;
Palmer, Cameron D. ;
Perola, Markus ;
Petersen, Ann-Kristin ;
Sanna, Serena .
NATURE GENETICS, 2013, 45 (11) :1345-+
[8]
Genetic variants in novel pathways influence blood pressure and cardiovascular disease risk [J].
Ehret, Georg B. ;
Munroe, Patricia B. ;
Rice, Kenneth M. ;
Bochud, Murielle ;
Johnson, Andrew D. ;
Chasman, Daniel I. ;
Smith, Albert V. ;
Tobin, Martin D. ;
Verwoert, Germaine C. ;
Hwang, Shih-Jen ;
Pihur, Vasyl ;
Vollenweider, Peter ;
O'Reilly, Paul F. ;
Amin, Najaf ;
Bragg-Gresham, Jennifer L. ;
Teumer, Alexander ;
Glazer, Nicole L. ;
Launer, Lenore ;
Zhao, Jing Hua ;
Aulchenko, Yurii ;
Heath, Simon ;
Sober, Siim ;
Parsa, Afshin ;
Luan, Jian'an ;
Arora, Pankaj ;
Dehghan, Abbas ;
Zhang, Feng ;
Lucas, Gavin ;
Hicks, Andrew A. ;
Jackson, Anne U. ;
Peden, John F. ;
Tanaka, Toshiko ;
Wild, Sarah H. ;
Rudan, Igor ;
Igl, Wilmar ;
Milaneschi, Yuri ;
Parker, Alex N. ;
Fava, Cristiano ;
Chambers, John C. ;
Fox, Ervin R. ;
Kumari, Meena ;
Go, Min Jin ;
van der Harst, Pim ;
Kao, Wen Hong Linda ;
Sjogren, Marketa ;
Vinay, D. G. ;
Alexander, Myriam ;
Tabara, Yasuharu ;
Shaw-Hawkins, Sue ;
Whincup, Peter H. .
NATURE, 2011, 478 (7367) :103-109
[9]
South Asians and cardiovascular risk - What clinicians should know [J].
Gupta, M ;
Singh, N ;
Verma, S .
CIRCULATION, 2006, 113 (25) :E924-E929
[10]
Separate associations of waist and hip circumference with lifestyle factors [J].
Han, TS ;
Bijnen, FCH ;
Lean, MEJ ;
Seidell, JC .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 1998, 27 (03) :422-430