This review examines the connections between cancer and neurodevelopmental disorders, exploring shared biological mechanisms across multiple scales. It incorporates computational approaches to help explain how genes involved in neurodevelopment may also play roles in cancer biology. While the full text is needed for details, this kind of cross-disciplinary review may offer insights relevant to POGZ, which has been implicated in both neurodevelopmental conditions and certain cancers.