In this study, we identified one genome-wide significant SNP in a novel candidate gene (PIBF1) and candidate SNPs (P < 5.0 × 10–6) for quantitative emphysema on CT in all subjects and COPD patients in Korean cohorts. The gene discussed is PIBF1; the disease is chronic obstructive pulmonary disease.