Future research should include in vitro and in vivo studies on proteins such as MMP12 and ASM to elucidate their precise molecular roles in COPD pathogenesis and to evaluate their potential as therapeutic targets. Here, MMP12 is linked to chronic obstructive pulmonary disease.