In our study, ALOX12 protein expression was positively correlated with TC, HDLC, LDLC, and Apo B. Additionally, these results offer a fresh perspective on how lipid metabolism affects the development of tubular injury in DKD. Here, APOB is linked to diabetic kidney disease.