While SNPs in CHRNA3/5 were associated with nicotine dependence measured with FTND, surprisingly, nicotine dependence was a negative predictor for emphysema on CT in COPD patients and even in control smokers. This evidence concerns the gene CHRNA3 and nicotine dependence.