In retrospect, it is likely that the associations between GRPR expression, female sex, and smoking observed in our previous study were actually surrogates for the underlying association between bronchial epithelial GRPR expression and lung cancer, which appears to be most significant in never smokers. The gene discussed is GRPR; the disease is lung carcinoma.