Correlation analysis further demonstrated that the level of NOX4 in ASM was inversely associated with the pulmonary function but positively correlated with the abundance of ECM marker laminin and TGF-β in small airway of COPD lungs. The gene discussed is LAMB2; the disease is chronic obstructive pulmonary disease.