Meta-analysis was carried out using the meta-analysis procedure in PLINK [Purcell et al., 2007]. This procedure requires results files (for a quantitative trait) with beta estimates, standard errors, and an optional P-value. PLINK meta-analysis output includes a beta summary estimate, and a summary P-value for both random and fixed effects models. The R package rmeta was used to create forest plots.