IL6 and chronic obstructive pulmonary disease: Bioinformatics analyses identified five ferroptosis-related hub genes (HIF1A, IL6, PTGS2, CDKN1A, ATM) that influence COPD pathogenesis, with immune profiling revealing upregulated monocytes and M0 macrophages alongside downregulated M2 macrophages (78).