OBJECTIVE: 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. RESEARCH DESIGN AND METHODS: 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. RESULTS: 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)). CONCLUSIONS: 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.
OBJECTIVE: 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. RESEARCH DESIGN AND METHODS: 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. RESULTS: 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)). CONCLUSIONS: 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.
Authors: Ram Weiss; James Dziura; Tania S Burgert; William V Tamborlane; Sara E Taksali; Catherine W Yeckel; Karin Allen; Melinda Lopes; Mary Savoye; John Morrison; Robert S Sherwin; Sonia Caprio Journal: N Engl J Med Date: 2004-06-03 Impact factor: 91.245
Authors: Naveed Sattar; Alex McConnachie; Ian Ford; Allan Gaw; Stephen J Cleland; Nita G Forouhi; Peter McFarlane; James Shepherd; Stuart Cobbe; Chris Packard Journal: Diabetes Date: 2007-04 Impact factor: 9.461
Authors: Timothy M Frayling; Nicholas J Timpson; Michael N Weedon; Eleftheria Zeggini; Rachel M Freathy; Cecilia M Lindgren; John R B Perry; Katherine S Elliott; Hana Lango; Nigel W Rayner; Beverley Shields; Lorna W Harries; Jeffrey C Barrett; Sian Ellard; Christopher J Groves; Bridget Knight; Ann-Marie Patch; Andrew R Ness; Shah Ebrahim; Debbie A Lawlor; Susan M Ring; Yoav Ben-Shlomo; Marjo-Riitta Jarvelin; Ulla Sovio; Amanda J Bennett; David Melzer; Luigi Ferrucci; Ruth J F Loos; Inês Barroso; Nicholas J Wareham; Fredrik Karpe; Katharine R Owen; Lon R Cardon; Mark Walker; Graham A Hitman; Colin N A Palmer; Alex S F Doney; Andrew D Morris; George Davey Smith; Andrew T Hattersley; Mark I McCarthy Journal: Science Date: 2007-04-12 Impact factor: 47.728
Authors: Christian Dina; David Meyre; Sophie Gallina; Emmanuelle Durand; Antje Körner; Peter Jacobson; Lena M S Carlsson; Wieland Kiess; Vincent Vatin; Cecile Lecoeur; Jérome Delplanque; Emmanuel Vaillant; François Pattou; Juan Ruiz; Jacques Weill; Claire Levy-Marchal; Fritz Horber; Natascha Potoczna; Serge Hercberg; Catherine Le Stunff; Pierre Bougnères; Peter Kovacs; Michel Marre; Beverley Balkau; Stéphane Cauchi; Jean-Claude Chèvre; Philippe Froguel Journal: Nat Genet Date: 2007-05-13 Impact factor: 38.330
Authors: Angelo Scuteri; Serena Sanna; Wei-Min Chen; Manuela Uda; Giuseppe Albai; James Strait; Samer Najjar; Ramaiah Nagaraja; Marco Orrú; Gianluca Usala; Mariano Dei; Sandra Lai; Andrea Maschio; Fabio Busonero; Antonella Mulas; Georg B Ehret; Ashley A Fink; Alan B Weder; Richard S Cooper; Pilar Galan; Aravinda Chakravarti; David Schlessinger; Antonio Cao; Edward Lakatta; Gonçalo R Abecasis Journal: PLoS Genet Date: 2007-07 Impact factor: 5.917
Authors: M Islam; T H Jafar; A R Wood; N M G De Silva; M Caulfield; N Chaturvedi; T M Frayling Journal: Diabetologia Date: 2012-04-28 Impact factor: 10.122
Authors: Paul Welsh; Eliana Polisecki; Michele Robertson; Sabine Jahn; Brendan M Buckley; Anton J M de Craen; Ian Ford; J Wouter Jukema; Peter W Macfarlane; Chris J Packard; David J Stott; Rudi G J Westendorp; James Shepherd; Aroon D Hingorani; George Davey Smith; Ernst Schaefer; Naveed Sattar Journal: J Clin Endocrinol Metab Date: 2009-11-11 Impact factor: 5.958
Authors: Carina Zabena; José L González-Sánchez; María T Martínez-Larrad; Antonio Torres-García; Jesús Alvarez-Fernández-Represa; Arturo Corbatón-Anchuelo; Milagros Pérez-Barba; Manuel Serrano-Ríos Journal: Obes Surg Date: 2008-10-15 Impact factor: 4.129