Genome-wide association studies (GWASs) have highlighted genetic variants in the CHRNA5–CHRNA3–CHRB4 gene cluster associated with smoking heaviness and nicotine dependence as well as known smoking-related diseases such as chronic obstructive pulmonary disease (COPD) and lung cancer. The gene discussed is CHRNA3; the disease is chronic obstructive pulmonary disease.