A total of eight COPD macrophage ferroptosis-related genes were identified in this study, including ALOX5, NCF2, CYBB, HSPB1, GPX4, FTH1, FTL, SOCS1. Here, HSPB1 is linked to chronic obstructive pulmonary disease.