Despite the research history of ATAD2 is not long, with the deepening of research, ATAD2 has also been found to be involved in many other cancer related pathways, including hedgehog (HH), TGF-β1, YAP/Hippo, p53 and NF-κB signaling pathways. This evidence concerns the gene TGFB1 and cancer.