Skip to main content
Log in

FTO influences on longitudinal BMI over childhood and adulthood and modulation on relationship between birth weight and longitudinal BMI

  • Original Investigation
  • Published:
Human Genetics Aims and scope Submit manuscript

Abstract

SNP rs9939609 within the fat mass and obesity associated gene (FTO) is strongly associated with adult body mass index (BMI). However, influences of FTO on longitudinal BMI change from childhood to adulthood have not been examined. Knowledge is limited on FTO, modulating the association between birth weight and longitudinal change of BMI. This longitudinal study examined SNPs of FTO in 658 white subjects from childhood (3–17 years) to adulthood (18–45 years). No significant associations of FTO SNPs with either birth weight or longitudinal BMI over childhood were noted after multiple-test adjustment. However, three SNPs (rs9939609, rs17820875 and rs860713) with different inheritance patterns were identified to be associated with longitudinal BMI over adulthood after Bonferroni adjustment (P = 5.3 × 10−5, 2.0 × 10−4 and 0.001). In addition, interactions were discovered between birth weight and SNPs of rs17820875 (P = 0.001) and rs860713 (0.002). A negative association between birth weight and adult BMI were found in risk genotype AG of rs17820875 and GG of rs860713 in contrast to positive associations in other genotypes. These findings led to the conclusion that lower birth weight predisposes to higher adult BMI depending on FTO risk genotypes. Our studies underscore the importance of FTO influences on obesity and provide insights into the evolution of the long-term burden of obesity.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Abelson P, Kennedy D (2004) The obesity epidemic. Science 304:1413

    Article  CAS  PubMed  Google Scholar 

  • Barker DJ (1990) The fetal and infant origins of adult disease. BMJ 301:1111

    Article  CAS  PubMed  Google Scholar 

  • Barker DJ, Winter PD, Osmond C, Margetts B, Simmonds SJ (1989) Weight in infancy and death from ischaemic heart disease. Lancet 2:577–580

    Article  CAS  PubMed  Google Scholar 

  • Barker DJ, Bull AR, Osmond C, Simmonds SJ (1990) Fetal and placental size and risk of hypertension in adult life. BMJ 301:259–262

    Article  CAS  PubMed  Google Scholar 

  • Bassols J, Prats-Puig A, Vazquez-Ruiz M, Garcia-Gonzalez MM, Martinez-Pascual M, Avelli P, Martinez-Martinez R, Fabrega R, Colomer-Virosta C, Soriano-Rodriguez P, Diaz M, de Zegher F, Ibanez L, Lopez-Bermejo A (2010) Placental FTO expression relates to fetal growth. Int J Obes (Lond)

  • Berenson GS (1980) Cardiovascular risk factors in children. Oxford University Press, New York

    Google Scholar 

  • Berenson GS (2005) Obesity—a critical issue in preventive cardiology: the Bogalusa Heart Study. Prev Cardiol 8:234–241 (quiz 242–243)

    Article  PubMed  Google Scholar 

  • Berenson GS, Pickoff AS (1995) Preventive cardiology and its potential influence on the early natural history of adult heart diseases: the Bogalusa Heart Study and the Heart Smart Program. Am J Med Sci 310(Suppl 1):S133–S138

    PubMed  Google Scholar 

  • Boissel S, Reish O, Proulx K, Kawagoe-Takaki H, Sedgwick B, Yeo GS, Meyre D, Golzio C, Molinari F, Kadhom N, Etchevers HC, Saudek V, Farooqi IS, Froguel P, Lindahl T, O’Rahilly S, Munnich A, Colleaux L (2009) Loss-of-function mutation in the dioxygenase-encoding FTO gene causes severe growth retardation and multiple malformations. Am J Hum Genet 85:106–111

    Article  CAS  PubMed  Google Scholar 

  • Broyles S, Katzmarzyk PT, Srinivasan SR, Chen W, Bouchard C, Freedman DS, Berenson GS (2010) The pediatric obesity epidemic continues unabated in Bogalusa, Louisiana. Pediatrics 125:900–905

    Article  PubMed  Google Scholar 

  • Fabsitz RR, Carmelli D, Hewitt JK (1992) Evidence for independent genetic influences on obesity in middle age. Int J Obes Relat Metab Disord 16:657–666

    CAS  PubMed  Google Scholar 

  • Farooqi IS, O’Rahilly S (2005) Monogenic obesity in humans. Annu Rev Med 56:443–458

    Article  CAS  PubMed  Google Scholar 

  • Frayling TM, Timpson NJ, Weedon MN, Zeggini E, Freathy RM, Lindgren CM, Perry JR, Elliott KS, Lango H, Rayner NW, Shields B, Harries LW, Barrett JC, Ellard S, Groves CJ, Knight B, Patch AM, Ness AR, Ebrahim S, Lawlor DA, Ring SM, Ben-Shlomo Y, Jarvelin MR, Sovio U, Bennett AJ, Melzer D, Ferrucci L, Loos RJ, Barroso I, Wareham NJ, Karpe F, Owen KR, Cardon LR, Walker M, Hitman GA, Palmer CN, Doney AS, Morris AD, Smith GD, Hattersley AT, McCarthy MI (2007) A common variant in the FTO gene is associated with body mass index and predisposes to childhood and adult obesity. Science 316:889–894

    Article  CAS  PubMed  Google Scholar 

  • Godfrey KM, Barker DJ (2000) Fetal nutrition and adult disease. Am J Clin Nutr 71:1344S–1352S

    CAS  PubMed  Google Scholar 

  • Hakanen M, Raitakari OT, Lehtimaki T, Peltonen N, Pahkala K, Sillanmaki L, Lagstrom H, Viikari J, Simell O, Ronnemaa T (2009) FTO genotype is associated with body mass index after the age of seven years but not with energy intake or leisure-time physical activity. J Clin Endocrinol Metab 94:1281–1287

    Article  CAS  PubMed  Google Scholar 

  • Horikoshi M, Hara K, Ito C, Shojima N, Nagai R, Ueki K, Froguel P, Kadowaki T (2007) Variations in the HHEX gene are associated with increased risk of type 2 diabetes in the Japanese population. Diabetologia 50:2461–2466

    Article  CAS  PubMed  Google Scholar 

  • Hsu FC, Lenchik L, Nicklas BJ, Lohman K, Register TC, Mychaleckyj J, Langefeld CD, Freedman BI, Bowden DW, Carr JJ (2005) Heritability of body composition measured by DXA in the diabetes heart study. Obes Res 13:312–319

    Article  PubMed  Google Scholar 

  • Johnston LB, Clark AJ, Savage MO (2002) Genetic factors contributing to birth weight. Arch Dis Child Fetal Neonatal Ed 86:F2–F3

    Article  CAS  PubMed  Google Scholar 

  • Jorgenson E, Witte JS (2006) Coverage and power in genomewide association studies. Am J Hum Genet 78:884–888

    Article  CAS  PubMed  Google Scholar 

  • Li H, Wu Y, Loos RJ, Hu FB, Liu Y, Wang J, Yu Z, Lin X (2008) Variants in the fat mass- and obesity-associated (FTO) gene are not associated with obesity in a Chinese Han population. Diabetes 57:264–268

    Article  CAS  PubMed  Google Scholar 

  • Luan J, Kerner B, Zhao JH, Loos RJ, Sharp SJ, Muthen BO, Wareham NJ (2009) A multilevel linear mixed model of the association between candidate genes and weight and body mass index using the Framingham longitudinal family data. BMC Proc 3(Suppl 7):S115

    Article  PubMed  Google Scholar 

  • Magnus P (1984) Causes of variation in birth weight: a study of offspring of twins. Clin Genet 25:15–24

    Article  CAS  PubMed  Google Scholar 

  • Morton NE (1955) The inheritance of human birth weight. Ann Hum Genet 20:125–134

    Article  CAS  PubMed  Google Scholar 

  • Ogden CL, Carroll MD, Curtin LR, McDowell MA, Tabak CJ, Flegal KM (2006) Prevalence of overweight and obesity in the United States, 1999–2004. JAMA 295:1549–1555

    Article  CAS  PubMed  Google Scholar 

  • Olszewski PK, Fredriksson R, Olszewska AM, Stephansson O, Alsio J, Radomska KJ, Levine AS, Schioth HB (2009) Hypothalamic FTO is associated with the regulation of energy intake not feeding reward. BMC Neurosci 10:129

    Article  PubMed  Google Scholar 

  • Parsons TJ, Power C, Manor O (2001) Fetal and early life growth and body mass index from birth to early adulthood in 1958 British cohort: longitudinal study. BMJ 323:1331–1335

    Article  CAS  PubMed  Google Scholar 

  • Peeters A, Beckers S, Verrijken A, Roevens P, Peeters P, Van Gaal L, Van Hul W (2008) Variants in the FTO gene are associated with common obesity in the Belgian population. Mol Genet Metab 93:481–484

    Article  CAS  PubMed  Google Scholar 

  • Price RA, Li WD, Zhao H (2008) FTO gene SNPs associated with extreme obesity in cases, controls and extremely discordant sister pairs. BMC Med Genet 9:4

    Article  PubMed  Google Scholar 

  • Schousboe K, Willemsen G, Kyvik KO, Mortensen J, Boomsma DI, Cornes BK, Davis CJ, Fagnani C, Hjelmborg J, Kaprio J, De Lange M, Luciano M, Martin NG, Pedersen N, Pietilainen KH, Rissanen A, Saarni S, Sorensen TI, Van Baal GC, Harris JR (2003) Sex differences in heritability of BMI: a comparative study of results from twin studies in eight countries. Twin Res 6:409–421

    Article  PubMed  Google Scholar 

  • Scuteri A, Sanna S, Chen WM, Uda M, Albai G, Strait J, Najjar S, Nagaraja R, Orru 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 (2007) Genome-wide association scan shows genetic variants in the FTO gene are associated with obesity-related traits. PLoS Genet 3:e115

    Article  PubMed  Google Scholar 

  • Singhal A, Wells J, Cole TJ, Fewtrell M, Lucas A (2003) Programming of lean body mass: a link between birth weight, obesity, and cardiovascular disease? Am J Clin Nutr 77:726–730

    CAS  PubMed  Google Scholar 

  • The International HapMap Consortium (2005) A haplotype map of the human genome. Nature 437:1299–1320

    Article  Google Scholar 

  • Webber LS, Wattigney WA, Srinivasan SR, Berenson GS (1995) Obesity studies in Bogalusa. Am J Med Sci 310(Suppl 1):S53–S61

    PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Gerald S. Berenson.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Mei, H., Chen, W., Srinivasan, S.R. et al. FTO influences on longitudinal BMI over childhood and adulthood and modulation on relationship between birth weight and longitudinal BMI. Hum Genet 128, 589–596 (2010). https://doi.org/10.1007/s00439-010-0883-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00439-010-0883-7

Keywords

Navigation