Previous studies have demonstrated that a non-synonymous coding SNP, rs16969968 in CHRNA5, increases the risk for nicotine dependence [8]–[15]. To test whether rs16969968 underlies the association between variants upstream of CHRNB4 and AAO of daily smoking, we included rs16969968 as a covariate in QTDT and survival analysis.