Logistic regression analysis for COPD diagnosis prediction (no COPD versus COPD) adjusted for age and sex identified the MMP-9/TIMP-1 ratio as a significant predictor for COPD presence (Table 7). Here, TIMP1 is linked to chronic obstructive pulmonary disease.