Additionally, while gene expression was elevated for multiple genes implicated in COPD pathogenesis, the protein products or activity of several of these genes were either not measured (for MMP-9, MMP-12, and TNF-α) or were not convincingly associated with biomass smoke exposure (for IL-8). Here, MMP9 is linked to chronic obstructive pulmonary disease.