Freathy Rachel M, Timpson Nicholas J, Lawlor Debbie A, Pouta Anneli, Ben-Shlomo Yoav, Ruokonen Aimo, Ebrahim Shah, Shields Beverley, Zeggini Eleftheria, Weedon Michael N, Lindgren Cecilia M, Lango Hana, Melzer David, Ferrucci Luigi, Paolisso Giuseppe, Neville Matthew J, Karpe Fredrik, Palmer Colin N A, Morris Andrew D, Elliott Paul, Jarvelin Marjo-Riitta, Smith George Davey, McCarthy Mark I, Hattersley Andrew T, Frayling Timothy M
Institute of Biomedical and Clinical Science, Peninsula Medical School, Magdalen Rd., Exeter, EX1 2LU, UK.
Diabetes. 2008 May;57(5):1419-26. doi: 10.2337/db07-1466. Epub 2008 Mar 17.
Common variation in the FTO gene is associated with BMI and type 2 diabetes. Increased BMI is associated with diabetes risk factors, including raised insulin, glucose, and triglycerides. We aimed to test whether FTO genotype is associated with variation in these metabolic traits.
We tested the association between FTO genotype and 10 metabolic traits using data from 17,037 white European individuals. We compared the observed effect of FTO genotype on each trait to that expected given the FTO-BMI and BMI-trait associations.
Each copy of the FTO rs9939609 A allele was associated with higher fasting insulin (0.039 SD [95% CI 0.013-0.064]; P = 0.003), glucose (0.024 [0.001-0.048]; P = 0.044), and triglycerides (0.028 [0.003-0.052]; P = 0.025) and lower HDL cholesterol (0.032 [0.008-0.057]; P = 0.009). There was no evidence of these associations when adjusting for BMI. Associations with fasting alanine aminotransferase, gamma-glutamyl-transferase, LDL cholesterol, A1C, and systolic and diastolic blood pressure were in the expected direction but did not reach P < 0.05. For all metabolic traits, effect sizes were consistent with those expected for the per allele change in BMI. FTO genotype was associated with a higher odds of metabolic syndrome (odds ratio 1.17 [95% CI 1.10-1.25]; P = 3 x 10(-6)).
FTO genotype is associated with metabolic traits to an extent entirely consistent with its effect on BMI. Sample sizes of >12,000 individuals were needed to detect associations at P < 0.05. Our findings highlight the importance of using appropriately powered studies to assess the effects of a known diabetes or obesity variant on secondary traits correlated with these conditions.
FTO基因的常见变异与体重指数(BMI)及2型糖尿病相关。BMI升高与糖尿病风险因素有关,包括胰岛素、血糖和甘油三酯升高。我们旨在测试FTO基因型是否与这些代谢特征的变异相关。
我们使用来自17037名欧洲白人个体的数据,测试了FTO基因型与10种代谢特征之间的关联。我们将FTO基因型对每种特征的观察效应与根据FTO - BMI和BMI - 特征关联所预期的效应进行了比较。
FTO rs9939609 A等位基因的每一个拷贝都与更高的空腹胰岛素(0.039标准差[95%置信区间0.013 - 0.064];P = 0.003)、血糖(0.024[0.001 - 0.048];P = 0.044)和甘油三酯(0.028[0.003 - 0.052];P = 0.025)以及更低的高密度脂蛋白胆固醇(HDL - C)(0.032[0.008 - 0.057];P = 0.009)相关。在调整BMI后,没有这些关联的证据。与空腹丙氨酸氨基转移酶、γ - 谷氨酰转移酶、低密度脂蛋白胆固醇、糖化血红蛋白(A1C)以及收缩压和舒张压的关联方向符合预期,但未达到P < 0.05。对于所有代谢特征,效应大小与BMI每等位基因变化所预期的一致。FTO基因型与代谢综合征的较高几率相关(优势比1.17[95%置信区间1.10 - 1.25];P = 3×10⁻⁶)。
FTO基因型与代谢特征的关联程度与其对BMI的影响完全一致。需要超过12000名个体的样本量才能检测到P < 0.05的关联。我们的研究结果强调了使用样本量充足的研究来评估已知糖尿病或肥胖变异对与这些疾病相关的次要特征影响的重要性。