Through integrated analysis of scRNA-seq data, our study revealed that seven days post-AKI, macrophages may induce leukocyte migration and chemotaxis through the interaction between Ccl6 and Ccr2, exhibiting a temporal correlation with Arg1 expression. The gene discussed is ARG1; the disease is acute kidney injury.