The abnormal reabsorption of albumin-bound long-chain fatty acids (FAs) at the top of renal tubules mediated by FATP2 is the key mechanism of lipid accumulation and renal injury in DKD [78]. This evidence concerns the gene SLC27A2 and diabetic kidney disease.