Our study of common variants identified a splice site acceptor variant allele (rs2273500-C) as being associated with (1) increased risk of nicotine dependence at genome-wide significance, (2) decreased CHRNA4 expression in human brain and (3) increased lung cancer risk likely through its effect on smoking. Here, CHRNA4 is linked to lung carcinoma.