Caution is warranted when evaluating the role of MTH1 in cancers such as PDAC, thyroid cancer or specific hematological malignancies, where more research is needed to fully understand the impact of MTH1 on these tumors’ progression. Here, NUDT1 is linked to thyroid cancer.