These results show that CHRNA5-A3-B4 haplotypes are consistently related to severity of nicotine dependence among long-term smokers of European-American descent who began daily smoking at or before age 16 but not among those who began smoking daily after age 16. Here, CHRNA5 is linked to nicotine dependence.