Tissue-of-origin classification for cancer of unknown primary using DNA methylation data and the CpGPT transformer foundation model
Cancer of unknown primary (CUP) accounts for approximately 2–3 percent of all cancer diagnoses, with incidence declining due to improved diagnostic technologies. Accurate identification of tissue origin is critical for treatment selection and prognosis, yet conventional immunohistochemistry achieves only 65.6 percent a...