Further studies suggested that PTPN7 significantly activated apoptosis, and EMT pathway in pan-cancer, PTPN2 significantly activated apoptosis and cell cycle pathway in pan-cancer, while PTPN21 significantly inhibited apoptosis and cell cycle pathway in pan-cancer (Fig. 1d). Here, PTPN7 is linked to cancer.