We conducted a bioinformatic analysis of the ABCA1 gene expression in alveolar macrophages and airway epithelium in smokers, non-smokers, and COPD patients from GEO datasets and showed that the levels of gene expression in the alveolar macrophages of smokers are lower than in non-smokers. The gene discussed is ABCA1; the disease is chronic obstructive pulmonary disease.