We used linear regression to test SNP/indel associations with categorical nicotine dependence (mild=0/moderate=1/severe=2) in each separate study and ancestry group. Covariates included age, sex, principal components, and study-specific covariates (as needed); additional adjustment for family structure was made in studies with relatives included (Supplementary Methods).