In addition to the well-established COPD genetic loci near HHIP, FAM13A, and CHRNA3/5, the MMP3/MMP12 and DBH regions had P < 0.001 evidence for association to lung function levels within COPD cases. Here, MMP3 is linked to chronic obstructive pulmonary disease.