IREB2 expression significantly increased in COPD lung tissue, while PSMA4 remained unchanged (Figure 4D). IREB2 inversely correlated with lung function and positively with emphysema; PSMA4 showed no functional correlation but negative emphysema association (Figure S7A,B). Here, PSMA4 is linked to pulmonary emphysema.