In the future, we will conduct a detailed analysis of the expression of KLF9 in different cells, such as immune cells, endothelial cells, and epithelial cells, to comprehensively analyze the regulatory role of KLF9 in COPD. Here, KLF9 is linked to chronic obstructive pulmonary disease.