The results of PPI showed that five genes were enriched in lipid metabolic process, namely Cd36, Lpl, Apoh, Aacs and Cyp7b1, at the same time, Cd36, Lpl and Apoh were related to each other, which may act together to influence the occurrence and development of DKD. This evidence concerns the gene APOH and diabetic kidney disease.