DYRK2 and diabetic kidney disease: Subsequently, five novel hub genes (NFKB1, DYRK2, ATAD2, YAP1, and CHD3) were recognized and demonstrated the strong diagnostic accuracy of distinguishing DKD patients from healthy living donors.