A Mendelian Randomization Study of the Effect of Type-2 Diabetes and Glycemic Traits on Bone Mineral Density

被引:57
作者
Ahmad, Omar S. [1 ,2 ]
Leong, Aaron [3 ]
Miller, Julie Ann [1 ]
Morris, John A. [1 ]
Forgetta, Vincenzo [1 ]
Mujammami, Muhammad [1 ,4 ]
Richards, J. Brent [1 ,2 ,5 ]
机构
[1] McGill Univ, Jewish Gen Hosp, Ctr Clin Epidemiol, Lady Davis Inst Med Res, Montreal, PQ, Canada
[2] McGill Univ, Dept Med, Montreal, PQ, Canada
[3] Harvard Med Sch, Div Gen Internal Med, Massachusetts Gen Hosp, Boston, MA USA
[4] King Saud Univ, Div Endocrinol & Metab, Dept Med, Riyadh, Saudi Arabia
[5] Kings Coll London, Dept Twin Res & Genet Epidemiol, London, England
关键词
OSTEOPOROSIS; HUMAN ASSOCIATION STUDES; BONE MINERAL DENSITY; DIABETES; MULTIPLE GENETIC-VARIANTS; INSTRUMENTAL VARIABLES; POSTMENOPAUSAL WOMEN; TRABECULAR BONE; FRACTURE RISK; ASSOCIATION; IDENTIFICATION; INSIGHTS; INSULIN; DESIGN;
D O I
10.1002/jbmr.3063
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Type-2 diabetes (T2D) is associated in observational studies with both higher bone mineral density (BMD) and higher fracture risk for given BMD. These relationships may however be confounded by factors such as body mass index (BMI). Here we used Mendelian randomization (MR) to obtain non-confounded estimates of the effect of T2D and glycemic traits on BMD. We identified genetic variants strongly associated with T2D risk (34,840 T2D cases and 114,981 controls) and fasting glucose (133,010 nondiabetic individuals), but not associated with BMI, and determined the effects of these variants on BMD (up to 83,894 individuals). Using these variants as instrumental variables, we found that a genetically-increased risk of T2D increased femoral neck BMD (+0.034 SD in BMD per unit increase in log-odds of T2D [95% CI, 0.001 to 0.067; p=0.044]). Genetically-increased fasting glucose also increased femoral neck BMD (+0.13 SD in BMD per mmol/L increase in fasting glucose [95% CI, 0.01 to 0.25; p=0.034]). Similar nonsignificant trends were observed for the effects of T2D and fasting glucose on lumbar spine BMD. Our results indicate that both genetically-increased T2D risk and genetically-increased fasting glucose have weak positive effects on BMD. (c) 2016 American Society for Bone and Mineral Research.
引用
收藏
页码:1072 / 1081
页数:10
相关论文
共 50 条
[1]   A Mendelian randomization study of the effect of type-2 diabetes on coronary heart disease [J].
Ahmad, Omar S. ;
Morris, John A. ;
Mujammami, Muhammad ;
Forgetta, Vincenzo ;
Leong, Aaron ;
Li, Rui ;
Turgeon, Maxime ;
Greenwood, Celia M. T. ;
Thanassoulis, George ;
Meigs, James B. ;
Sladek, Robert ;
Richards, J. Brent .
NATURE COMMUNICATIONS, 2015, 6
[2]   A global reference for human genetic variation [J].
Altshuler, David M. ;
Durbin, Richard M. ;
Abecasis, Goncalo R. ;
Bentley, David R. ;
Chakravarti, Aravinda ;
Clark, Andrew G. ;
Donnelly, Peter ;
Eichler, Evan E. ;
Flicek, Paul ;
Gabriel, Stacey B. ;
Gibbs, Richard A. ;
Green, Eric D. ;
Hurles, Matthew E. ;
Knoppers, Bartha M. ;
Korbel, Jan O. ;
Lander, Eric S. ;
Lee, Charles ;
Lehrach, Hans ;
Mardis, Elaine R. ;
Marth, Gabor T. ;
McVean, Gil A. ;
Nickerson, Deborah A. ;
Wang, Jun ;
Wilson, Richard K. ;
Boerwinkle, Eric ;
Doddapaneni, Harsha ;
Han, Yi ;
Korchina, Viktoriya ;
Kovar, Christie ;
Lee, Sandra ;
Muzny, Donna ;
Reid, Jeffrey G. ;
Zhu, Yiming ;
Chang, Yuqi ;
Feng, Qiang ;
Fang, Xiaodong ;
Guo, Xiaosen ;
Jian, Min ;
Jiang, Hui ;
Jin, Xin ;
Lan, Tianming ;
Li, Guoqing ;
Li, Jingxiang ;
Li, Yingrui ;
Liu, Shengmao ;
Liu, Xiao ;
Lu, Yao ;
Ma, Xuedi ;
Tang, Meifang ;
Wang, Bo .
NATURE, 2015, 526 (7571) :68-+
[3]  
Aoki T T, 2000, Endocr Pract, V6, P127
[4]   Impact of Common Variation in Bone-Related Genes on Type 2 Diabetes and Related Traits [J].
Billings, Liana K. ;
Hsu, Yi-Hsiang ;
Ackerman, Rachel J. ;
Dupuis, Josee ;
Voight, Benjamin F. ;
Rasmussen-Torvik, Laura J. ;
Hercberg, Serge ;
Lathrop, Mark ;
Barnes, Daniel ;
Langenberg, Claudia ;
Hui, Jennie ;
Fu, Mao ;
Bouatia-Naji, Nabila ;
Lecoeur, Cecile ;
An, Ping ;
Magnusson, Patrik K. ;
Surakkaza, Ida ;
Ripatti, Samuli ;
Christiansen, Lene ;
Dalgard, Christine ;
Folkersen, Lasse ;
Grundberg, Elin ;
Eriksson, Per ;
Kaprio, Jaakko ;
Kyvik, Kirsten Ohm ;
Pedersen, Nancy L. ;
Borecki, Ingrid B. ;
Province, Michael A. ;
Balkau, Beverley ;
Froguel, Philippe ;
Shuldiner, Alan R. ;
Palmer, Lyle J. ;
Wareham, Nick ;
Meneton, Pierre ;
Johnson, Toby ;
Pankow, James S. ;
Karasik, David ;
Meigs, James B. ;
Kiel, Douglas P. ;
Florez, Jose C. .
DIABETES, 2012, 61 (08) :2176-2186
[5]   Patient variables impact lumbar spine dual energy X-ray absorptiometry precision [J].
Blank, RD ;
Malone, DG ;
Christian, RC ;
Vallarta-Ast, NL ;
Krueger, DC ;
Drezner, MK ;
Binkley, NC ;
Hansen, KE .
OSTEOPOROSIS INTERNATIONAL, 2006, 17 (05) :768-774
[6]   Mendelian randomization with invalid instruments: effect estimation and bias detection through Egger regression [J].
Bowden, Jack ;
Smith, George Davey ;
Burgess, Stephen .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2015, 44 (02) :512-525
[7]   Combining information on multiple instrumental variables in Mendelian randomization: comparison of allele score and summarized data methods [J].
Burgess, Stephen ;
Dudbridge, Frank ;
Thompson, Simon G. .
STATISTICS IN MEDICINE, 2016, 35 (11) :1880-1906
[8]   Using published data in Mendelian randomization: a blueprint for efficient identification of causal risk factors [J].
Burgess, Stephen ;
Scott, Robert A. ;
Timpson, Nicholas J. ;
Smith, George Davey ;
Thompson, Simon G. .
EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2015, 30 (07) :543-552
[9]   Instrumental Variable Analysis with a Nonlinear Exposure-Outcome Relationship [J].
Burgess, Stephen ;
Davies, Neil M. ;
Thompson, Simon G. .
EPIDEMIOLOGY, 2014, 25 (06) :877-885
[10]   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