ATAD2 and neoplasm: Here, we demonstrate that ATAD2 upregulation positively correlates with a higher tumor grade of HNSC, KIRC, LGG, LIHC, OV, PAAD and UCEC tumors, and higher‐grade tumors clearly display stem cell features, particularly stemness‐related gene expression profiles.