health twins weight

BMI Heritability

Shard environment effects are important in determining BMI in childhood but disappear in adolescence.

A meta-analysis found 88 BMI twin studies found a random effects meta-estimate for heritability of 0.75. However, we should adjust by two factors:

  • -0.06 because heritability is falling over time (see Table 2)
  • +0.03 to account for the studies which used self-reported zygosity and self-reported BMI (see Table 3)

This results in a meta-estimate of around 0.72.

However, BMI generally correlates r~0.28 between husbands and wives, which suggests the true heritability is around 0.80.

However, weight fluctuates over time as well. I looked at the control group's data from the CALERIE-2 trial and found the correlation between clinically measured weight on a particular day and the median clinically measured weight over 2 years was only ~0.92 calerie.

If we model

  • The heritability on a given day as a function of long-term heritability plus noise
  • Genes affecting long-term heritability

Then, the implied heritability for 2-year BMI is around 0.95. Presumably, it would be even higher if we used a longer time-frame.

tl;dr: Almost all variance in long-term BMI is due to variance in genes.

Oreffice, S., & Quintana-Domeque, C. (2010). Anthropometry and socioeconomics among couples: Evidence in the United States. Economics & Human Biology, 8(3), 373-384. https://doi.org/10.1016/j.ehb.2010.05.001 Elks, C. E., Den Hoed, M., Zhao, J. H., Sharp, S. J., Wareham, N. J., Loos, R. J., & Ong, K. K. (2012). Variability in the heritability of body mass index: a systematic review and meta-regression. Frontiers in endocrinology, 3, 29. https://doi.org/10.3389/fendo.2012.00029 calerie. Duke University of Medicine. https://calerie.duke.edu/ Chiappori, P. A., Oreffice, S., & Quintana-Domeque, C. (2012). Fatter attraction: anthropometric and socioeconomic matching on the marriage market. Journal of Political Economy, 120(4), 659-695. https://doi.org/10.1086/667941 Dupuy, A., & Galichon, A. (2014). Personality traits and the marriage market. Journal of Political Economy, 122(6), 1271-1319. https://doi.org/10.1086/677191 Speakman, J. R., Djafarian, K., Stewart, J., & Jackson, D. M. (2007). Assortative mating for obesity. The American journal of clinical nutrition, 86(2), 316-323. https://doi.org/10.1093/ajcn/86.2.316