The region on 15q25 contains the genes CHRNA3, CHRNA5, CHRNB4, AGPHD1, and IREB2, and numerous GWA have shown evidence of association of this region with COPD, emphysema, lung cancer, and smoking intensity [14–23]. This evidence concerns the gene IREB2 and pulmonary emphysema.