The Open Nutrition Journal

ISSN: 1874-2882 ― Volume 13, 2019

Effect of Body Composition Methodology on Heritability Estimation of Body Fatness

The Open Nutrition Journal, 2012, 6: 48-58

Sonya J. Elder, Susan B. Roberts, Megan A. McCrory, Sai Krupa Das, Paul J. Fuss, Anastassios G. Pittas, Andrew S. Greenberg, Steven B. Heymsfield, Bess Dawson-Hughes, Thomas J. Bouchard, Jr., Edward Saltzman, Michael C. Neale

Energy Metabolism Lab, USDA HNRCA at Tufts University, 711 Washington St, Boston, MA 02111, USA.

Electronic publication date 5/4/2012
[DOI: 10.2174/1874288201206010048]

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Heritability estimates of human body fatness vary widely and the contribution of body composition methodol-ogy to this variability is unknown. The effect of body composition methodology on estimations of genetic and environ-mental contributions to body fatness variation was examined in 78 adult male and female monozygotic twin pairs reared apart or together. Body composition was assessed by six methods – body mass index (BMI), dual energy x-ray absorpti-ometry (DXA), underwater weighing (UWW), total body water (TBW), bioelectric impedance (BIA), and skinfold thick-ness. Body fatness was expressed as percent body fat, fat mass, and fat mass/height2 to assess the effect of body fatness expression on heritability estimates. Model-fitting multivariate analyses were used to assess the genetic and environmental components of variance. Mean BMI was 24.5 kg/m2 (range of 17.8-43.4 kg/m2). There was a significant effect of body composition methodology (p<0.001) on heritability estimates, with UWW giving the highest estimate (69%) and BIA giv-ing the lowest estimate (47%) for fat mass/height2. Expression of body fatness as percent body fat resulted in significantly higher heritability estimates (on average 10.3% higher) compared to expression as fat mass/height2 (p=0.015). DXA and TBW methods expressing body fatness as fat mass/height2 gave the least biased heritability assessments, based on the small contribution of specific genetic factors to their genetic variance. A model combining DXA and TBW methods re-sulted in a relatively low FM/ht2 heritability estimate of 60%, and significant contributions of common and unique envi-ronmental factors (22% and 18%, respectively). The body fatness heritability estimate of 60% indicates a smaller contri-bution of genetic variance to total variance than many previous studies using less powerful research designs have indi-cated. The results also highlight the importance of environmental factors and possibly genotype by environmental interac-tions in the etiology of weight gain and the obesity epidemic.

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