CPD is an alternative phenotype for smoking behavior that has been studied in previous GWAS. To evaluate CPD, a four point ordinal scale was created: at most 10 cigarettes daily, 11 to 20 cigarettes daily, 21 to 30 cigarettes daily, and more than 30 cigarettes daily. This phenotype has been used in other studies(10). We used this to further examine our top GWAS finding.