Among all immune cell subtypes, Arg1 Macro_2 cells (Fig. 1B) are the immune cells that interact most closely with different renal tubule segments, which possesses the highest interaction weight in all AKI models (Fig. 8A). Here, ARG1 is linked to acute kidney injury.