CBR1 and chronic obstructive pulmonary disease: In the external validation dataset, CBR1 and PRDX1 exhibited AUC values > 0.65 as well as significantly elevated expression in COPD patients, supporting their diagnostic robustness across datasets (Figure 3C,D).