The present application relates to securinine or norsecurinine analogues that, when administered to immature myeloid cells, promote differentiation of these cells to mature cells that do not readily proliferate. Therefore, the agents are useful in the treatment of myeloid disorders including myeloproliferative disorders, acute myeloid leukemia, and autoimmune diseases. The agents may also be used as a myeloablative agent in conjunction with a bone marrow transplant or stem cell therapy.