The ROC curves for MMP-9, TIMP-1 and the MMP-9/TIMP-1 ratio for COPD diagnosis are presented in Table 3, with areas under the curve (AUCs) of 0.974, 0.961 and 0.910, respectively. This evidence concerns the gene TIMP1 and chronic obstructive pulmonary disease.