Previous studies have indicated that macrophage regulation involves the FABP4 and FOXO1 pathways in an atherosclerosis model [27]; however, these mechanisms have not been confirmed in a DN model, representing a critical gap in the literature. Here, FABP4 is linked to atherosclerosis.