ATAD2 and diabetic kidney disease: Analysis of all the five hub genes (NFKB1, DYRK2, ATAD2, YAP1, and CHD3) from GSE142025 dataset revealed that all of them reached the highest expression levels in the kidney tissues of advanced stage DKD samples (Figure 6A).