Intersection analysis identified core COPD–lung cancer genes (UBA7, ZDHH5, GMPPB, IREB2, PYGB; Figure 3C and Data S14), with emphysema‐specific IREB2 (lung) and PSMA4 (blood; Figure 3D). Here, GMPPB is linked to chronic obstructive pulmonary disease.