Then, 6 diagnostic genes (METTL27, NMNAT2, TTC25, GAS6, ATP4A and ZNF223) of DN and 4 diagnostic genes (MCOLN3, C17orf77, ENPP3 and ATP4A) of DR were screened out. This evidence concerns the gene ZNF223 and liver dysplastic nodule.