We used the program PLINK (Purcell et al., 2007, Chang et al., 2015) to run set-based analyses for alcohol dependence diagnosis. The p-value threshold used in set-based analyses was 0.01, and the r2 threshold for LD pruning was set to 0.5. Gender and two race principal components were used as covariates.