Population genetic differentiation of height and body mass index across Europe

Matthew R. Robinson, Gibran Hemani, Carolina Medina-Gomez, Massimo Mezzavilla, Tonu Esko, Konstantin Shakhbazov, Joseph E. Powell, Anna Vinkhuyzen, Sonja I. Berndt, Stefan Gustafsson, Anne E. Justice, Bratati Kahali, Adam Locke, Tune H. Pers, Sailaja Vedantam, Andrew R. Wood, Wouter Van Rheenen, Ole A. Andreassen, Paolo Gasparini, Andres MetspaluLeonard H. Van Den Berg, Jan H. Veldink, Fernando Rivadeneira, Thomas M. Werge, Goncalo R. Abecasis, Dorret I. Boomsma, Daniel I. Chasman, Eco J.C. De Geus, Timothy M. Frayling, Joel N. Hirschhorn, Jouke Jan Hottenga, Erik Ingelsson, Ruth J.F. Loos, Patrik K.E. Magnusson, Nicholas G. Martin, Grant W. Montgomery, Kari E. North, Nancy L. Pedersen, Timothy D. Spector, Elizabeth K. Speliotes, Michael E. Goddard, Jian Yang, Peter M. Visscher

    Research output: Contribution to journalArticlepeer-review

    123 Scopus citations


    Across-nation differences in the mean values for complex traits are common, but the reasons for these differences are unknown. Here we find that many independent loci contribute to population genetic differences in height and body mass index (BMI) in 9,416 individuals across 14 European countries. Using discovery data on over 250,000 individuals and unbiased effect size estimates from 17,500 sibling pairs, we estimate that 24% (95% credible interval (CI) = 9%, 41%) and 8% (95% CI = 4%, 16%) of the captured additive genetic variance for height and BMI, respectively, reflect population genetic differences. Population genetic divergence differed significantly from that in a null model (height, P < 3.94 × 10 -8; BMI, P < 5.95 × 10 -4), and we find an among-population genetic correlation for tall and slender individuals (r = -0.80, 95% CI = -0.95, -0.60), consistent with correlated selection for both phenotypes. Observed differences in height among populations reflected the predicted genetic means (r = 0.51; P < 0.001), but environmental differences across Europe masked genetic differentiation for BMI (P < 0.58).

    Original languageEnglish
    Pages (from-to)1357-1361
    Number of pages5
    JournalNature Genetics
    Issue number11
    StatePublished - Nov 1 2015


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