The disclosure relates to methods and compositions effective in the diagnosis, prognosis and treatment of human hematopoietic cancers. In particular, the disclosure provides tumor-associated genes that encode for cytokine receptors that are differentially expressed in hematopoietic tumor cells of myeloid origin compared with other cells, e.g., normal stem cells.