Our scRNA-seq results revealed that CCL2 expression in M1 and M2 macrophages from patients with IPF was significantly greater than that in healthy donors, suggesting a potential connection between CCL2 and macrophages in the pathogenesis of IPF. The gene discussed is CCL2; the disease is idiopathic pulmonary fibrosis.