Highly significant DEGs including CYP1A1 [73], HHIP (hedgehog interacting protein) [74], MUC5AC [75], and CYP2A6 [76] might be related to the pathophysiology of chronic obstructive pulmonary disease. Here, CYP1A1 is linked to chronic obstructive pulmonary disease.