Renal tubular ALOX12 protein levels were positively correlated with lipid metabolism indicators, including TC, HDLC, LHDL, and Apo B. ALOX12 was also positively correlated with indicators of kidney damage, including U-RBP, U-CYC, and U-ACR, where U-RBP is an indicator of renal tubular damage [27]. This evidence concerns the gene APOB and Nephropathy.