In a further study, Zhang PF found that serum MMP-9/TIMP-1 ratios in COPD patients with osteoporosis were significantly higher (high MMP-9, low TIMP-1) than in patients with normal bone mineral density (BMD) and that these ratios were negatively correlated with BMD [34]. This evidence concerns the gene TIMP1 and chronic obstructive pulmonary disease.