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PMID: 17658951 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, N.I.H., Intramural

Genome-wide association scan shows genetic variants in the FTO gene are associated with obesity-related traits.

PLoS genetics ·Vol. 3 ·No. 7 ·2007-07-00 ·Pages e115

Scuteri A, Sanna S, Chen WM, Uda M, Albai G, Strait J, Najjar S, Nagaraja R, Orrú M, Usala G, Dei M, Lai S, Maschio A, Busonero F, Mulas A, Ehret GB, Fink AA, Weder AB, Cooper RS, Galan P, Chakravarti A, Schlessinger D, Cao A, Lakatta E, Abecasis GR

Abstract

The obesity epidemic is responsible for a substantial economic burden in developed countries and is a major risk factor for type 2 diabetes and cardiovascular disease. The disease is the result not only of several environmental risk factors, but also of genetic predisposition. To take advantage of recent advances in gene-mapping technology, we executed a genome-wide association scan to identify genetic variants associated with obesity-related quantitative traits in the genetically isolated population of Sardinia. Initial analysis suggested that several SNPs in the FTO and PFKP genes were associated with increased BMI, hip circumference, and weight. Within the FTO gene, rs9930506 showed the strongest association with BMI (p = 8.6 x10(-7)), hip circumference (p = 3.4 x 10(-8)), and weight (p = 9.1 x 10(-7)). In Sardinia, homozygotes for the rare "G" allele of this SNP (minor allele frequency = 0.46) were 1.3 BMI units heavier than homozygotes for the common "A" allele. Within the PFKP gene, rs6602024 showed very strong association with BMI (p = 4.9 x 10(-6)). Homozygotes for the rare "A" allele of this SNP (minor allele frequency = 0.12) were 1.8 BMI units heavier than homozygotes for the common "G" allele. To replicate our findings, we genotyped these two SNPs in the GenNet study. In European Americans (N = 1,496) and in Hispanic Americans (N = 839), we replicated significant association between rs9930506 in the FTO gene and BMI (p-value for meta-analysis of European American and Hispanic American follow-up samples, p = 0.001), weight (p = 0.001), and hip circumference (p = 0.0005). We did not replicate association between rs6602024 and obesity-related traits in the GenNet sample, although we found that in European Americans, Hispanic Americans, and African Americans, homozygotes for the rare "A" allele were, on average, 1.0-3.0 BMI units heavier than homozygotes for the more common "G" allele. In summary, we have completed a whole genome-association scan for three obesity-related quantitative traits and report that common genetic variants in the FTO gene are associated with substantial changes in BMI, hip circumference, and body weight. These changes could have a significant impact on the risk of obesity-related morbidity in the general population.

MeSH Terms
Adiposity/genetics Adolescent Adult Aged Aged, 80 and over Alleles Alpha-Ketoglutarate-Dependent Dioxygenase FTO Body Mass Index Body Weight/genetics Female Genetic Predisposition to Disease Genetic Variation Genome, Human Humans Linkage Disequilibrium Male Middle Aged Obesity/genetics,pathology Phosphofructokinases/genetics Polymorphism, Single Nucleotide Proteins/genetics Quantitative Trait Loci
Chemicals
Proteins Alpha-Ketoglutarate-Dependent Dioxygenase FTO FTO protein, human Phosphofructokinases
Authors & Affiliations
25 authors, click to expand affiliations / ORCID
Scuteri Angelo
Unità Operativa Geriatria, Istituto per la Patologia Endocrina e Metabolica, Rome, Italy.
Sanna Serena
Chen Wei-Min
Uda Manuela
Albai Giuseppe
Strait James
Najjar Samer
Nagaraja Ramaiah
Orrú Marco
Usala Gianluca
Dei Mariano
Lai Sandra
Maschio Andrea
Busonero Fabio
Mulas Antonella
Ehret Georg B
Fink Ashley A
Weder Alan B
Cooper Richard S
Galan Pilar
Chakravarti Aravinda
Schlessinger David
Cao Antonio
Lakatta Edward
Abecasis Gonçalo R
Conflict of Interest

Competing interests. The authors have declared that no competing interests exist.

References (54)
54 references, click to expand
  1. Merlin--rapid analysis of dense genetic maps using sparse gene flow trees.
    Nat Genet. 2002 Jan;30(1):97-101 PMID: 11731797
  2. Fine-mapping gene-by-diet interactions on chromosome 13 in a LG/J x SM/J murine model of obesity.
    Diabetes. 2005 Jun;54(6):1863-72 PMID: 15919810
  3. A combined analysis of genomewide linkage scans for body mass index from the National Heart, Lung, and Blood Institute Family Blood Pressure Program.
    Am J Hum Genet. 2002 May;70(5):1247-56 PMID: 11923912
  4. Twins and virtual twins: bases of relative body weight revisited.
    Int J Obes Relat Metab Disord. 2002 Apr;26(4):437-41 PMID: 12075568
  5. A genome-wide linkage analysis investigating the determinants of blood pressure in whites and African Americans.
    Am J Hypertens. 2003 Feb;16(2):151-3 PMID: 12559684
  6. Interaction of the lipoprotein lipase asparagine 291-->serine mutation with body mass index determines elevated plasma triacylglycerol concentrations: a study in hyperlipidemic subjects, myocardial infarction survivors, and healthy adults.
    J Lipid Res. 1995 Oct;36(10):2104-12 PMID: 8576637
  7. Current estimates of the economic cost of obesity in the United States.
    Obes Res. 1998 Mar;6(2):97-106 PMID: 9545015
  8. Environmental contributions to the obesity epidemic.
    Science. 1998 May 29;280(5368):1371-4 PMID: 9603719
  9. The search for human obesity genes.
    Science. 1998 May 29;280(5368):1374-7 PMID: 9603720
  10. A primary prevention trial using nutritional doses of antioxidant vitamins and minerals in cardiovascular diseases and cancers in a general population: the SU.VI.MAX study--design, methods, and participant characteristics. SUpplementation en VItamines et Minéraux AntioXydants.
    Control Clin Trials. 1998 Aug;19(4):336-51 PMID: 9683310
  11. Combined linkage and association sib-pair analysis for quantitative traits.
    Am J Hum Genet. 1999 Jan;64(1):259-67 PMID: 9915965
  12. The direct health care costs of obesity in the United States.
    Am J Public Health. 1999 Aug;89(8):1194-9 PMID: 10432905
  13. Body-mass index and mortality in a prospective cohort of U.S. adults.
    N Engl J Med. 1999 Oct 7;341(15):1097-105 PMID: 10511607
  14. Cloning of Fatso (Fto), a novel gene deleted by the Fused toes (Ft) mouse mutation.
    Mamm Genome. 1999 Oct;10(10):983-6 PMID: 10501967
  15. The SU.VI.MAX Study: a randomized, placebo-controlled trial of the health effects of antioxidant vitamins and minerals.
    Arch Intern Med. 2004 Nov 22;164(21):2335-42 PMID: 15557412
  16. Genome-wide association studies for common diseases and complex traits.
    Nat Rev Genet. 2005 Feb;6(2):95-108 PMID: 15716906
  17. Meta-analysis of genetic association studies supports a contribution of common variants to susceptibility to common disease.
    Nat Genet. 2003 Feb;33(2):177-82 PMID: 12524541
  18. Discovering genotypes underlying human phenotypes: past successes for mendelian disease, future approaches for complex disease.
    Nat Genet. 2003 Mar;33 Suppl:228-37 PMID: 12610532
  19. Physical inactivity, excess adiposity and premature mortality.
    Obes Rev. 2003 Nov;4(4):257-90 PMID: 14649376
  20. Genome scan for body mass index and height in the Framingham Heart Study.
    BMC Genet. 2003;4 Suppl 1:S91 PMID: 14975159
  21. A gene atlas of the mouse and human protein-encoding transcriptomes.
    Proc Natl Acad Sci U S A. 2004 Apr 20;101(16):6062-7 PMID: 15075390
  22. Isozymes of human phosphofructokinase: biochemical and genetic aspects.
    Isozymes Curr Top Biol Med Res. 1983;11:3-23 PMID: 6227585
  23. Construction of multilocus genetic linkage maps in humans.
    Proc Natl Acad Sci U S A. 1987 Apr;84(8):2363-7 PMID: 3470801
  24. Positional cloning: let's not call it reverse anymore.
    Nat Genet. 1992 Apr;1(1):3-6 PMID: 1301996
  25. A note on exact tests of Hardy-Weinberg equilibrium.
    Am J Hum Genet. 2005 May;76(5):887-93 PMID: 15789306
  26. Genetic variation in adiponectin receptor 1 and adiponectin receptor 2 is associated with type 2 diabetes in the Old Order Amish.
    Diabetes. 2005 Jul;54(7):2245-50 PMID: 15983228
  27. PEDSTATS: descriptive statistics, graphics and quality assessment for gene mapping data.
    Bioinformatics. 2005 Aug 15;21(16):3445-7 PMID: 15947021
  28. A haplotype map of the human genome.
    Nature. 2005 Oct 27;437(7063):1299-320 PMID: 16255080
  29. Obesity as compared with physical activity in predicting risk of coronary heart disease in women.
    Circulation. 2006 Jan 31;113(4):499-506 PMID: 16449729
  30. Prevalence of overweight and obesity in the United States, 1999-2004.
    JAMA. 2006 Apr 5;295(13):1549-55 PMID: 16595758
  31. A common genetic variant in the NOS1 regulator NOS1AP modulates cardiac repolarization.
    Nat Genet. 2006 Jun;38(6):644-51 PMID: 16648850
  32. The human obesity gene map: the 2005 update.
    Obesity (Silver Spring). 2006 Apr;14(4):529-644 PMID: 16741264
  33. Overweight, obesity, and mortality in a large prospective cohort of persons 50 to 71 years old.
    N Engl J Med. 2006 Aug 24;355(8):763-78 PMID: 16926275
  34. In silico method for inferring genotypes in pedigrees.
    Nat Genet. 2006 Sep;38(9):1002-4 PMID: 16921375
  35. Heritability of cardiovascular and personality traits in 6,148 Sardinians.
    PLoS Genet. 2006 Aug 25;2(8):e132 PMID: 16934002
  36. A genome-wide association study identifies IL23R as an inflammatory bowel disease gene.
    Science. 2006 Dec 1;314(5804):1461-3 PMID: 17068223
  37. A genome-wide association study identifies novel risk loci for type 2 diabetes.
    Nature. 2007 Feb 22;445(7130):881-5 PMID: 17293876
  38. A common variant in the FTO gene is associated with body mass index and predisposes to childhood and adult obesity.
    Science. 2007 May 11;316(5826):889-94 PMID: 17434869
  39. Variation in FTO contributes to childhood obesity and severe adult obesity.
    Nat Genet. 2007 Jun;39(6):724-6 PMID: 17496892
  40. Family-based association tests for genomewide association scans.
    Am J Hum Genet. 2007 Nov;81(5):913-26 PMID: 17924335
  41. The disease burden associated with overweight and obesity.
    JAMA. 1999 Oct 27;282(16):1523-9 PMID: 10546691
  42. Population choice in mapping genes for complex diseases.
    Nat Genet. 1999 Dec;23(4):397-404 PMID: 10581024
  43. A general test of association for quantitative traits in nuclear families.
    Am J Hum Genet. 2000 Jan;66(1):279-92 PMID: 10631157
  44. GOLD--graphical overview of linkage disequilibrium.
    Bioinformatics. 2000 Feb;16(2):182-3 PMID: 10842743
  45. Anisomastia associated with interstitial duplication of chromosome 16, mental retardation, obesity, dysmorphic facies, and digital anomalies: molecular mapping of a new syndrome by fluorescent in situ hybridization and microsatellites to 16q13 (D16S419-D16S503).
    J Clin Endocrinol Metab. 2000 Sep;85(9):3396-401 PMID: 10999840
  46. Use of population isolates for mapping complex traits.
    Nat Rev Genet. 2000 Dec;1(3):182-90 PMID: 11252747
  47. Genomic control for association studies.
    Biometrics. 1999 Dec;55(4):997-1004 PMID: 11315092
  48. Trans-ethnic fine mapping of a quantitative trait locus for circulating angiotensin I-converting enzyme (ACE).
    Hum Mol Genet. 2001 May 1;10(10):1077-84 PMID: 11331618
  49. Global and societal implications of the diabetes epidemic.
    Nature. 2001 Dec 13;414(6865):782-7 PMID: 11742409
  50. Genome-wide association studies: theoretical and practical concerns.
    Nat Rev Genet. 2005 Feb;6(2):109-18 PMID: 15716907
  51. Increasing prevalence of overweight among US adults. The National Health and Nutrition Examination Surveys, 1960 to 1991.
    JAMA. 1994 Jul 20;272(3):205-11 PMID: 8022039
  52. Characterization of the human P-type 6-phosphofructo-1-kinase gene promoter in neural cell lines.
    Gene. 2005 Jan 31;345(2):237-47 PMID: 15716112
  53. Complement factor H polymorphism in age-related macular degeneration.
    Science. 2005 Apr 15;308(5720):385-9 PMID: 15761122
  54. Phosphofructokinase deficiency; past, present and future.
    Curr Mol Med. 2002 Mar;2(2):197-212 PMID: 11949936
Article Info
Journal
PLoS genetics
Abbr.
PLoS Genet
ISSN
1553-7404
Published
2007-07-00
Pages
e115
Language
English
Region
United States
NLM ID
101239074
PMCID
PMC1934391
Subset
IM
Grants
NHLBI NIH HHS · U01 HL084729 · United States
NIA NIH HHS · N01-AG-1-2109 · United States
NHGRI NIH HHS · R01 HG002651 · United States
NHLBI NIH HHS · HL084729 · United States
Intramural NIH HHS · United States
PHS HHS · 263-MA-410953 · United States
NHGRI NIH HHS · HG02651 · United States
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