Conclusions: In this Brazilian population, the CHRNA3/5 polymorphisms may influence nicotine dependence, while EPHX1 rs2234922 appears to be associated with COPD susceptibility. Here, CHRNA3 is linked to chronic obstructive pulmonary disease.