Our Cellchat analysis further revealed that N4-macrophages are enriched in the Ptprc-Mrc1 signaling pathway, which is associated with macrophage polarization, particularly the M1-to-M2 transition in the ALI model. The gene discussed is MRC1; the disease is acute respiratory distress syndrome.