In mid-stage diabetes, an increase in cell-cell interactions was found in the livers of diabetic mice primarily originating from aHSCs and Cd36+ KCs, as revealed by ligand-receptor pair analysis. The gene discussed is CD36; the disease is diabetes mellitus.