In 2019, ASCO recognizes the progress in treating rare cancers as the Advance of the Year. Impressive progress has been made in bringing new treatment advances to cancers that are rare and difficult to treat. This year’s Clinical Cancer Advances report describes emerging treatments for thyroid cancer, uterine cancer, desmoid tumor, neuroendocrine tumor, and tenosynovial giant cell tumor.