A long-lived, myeloid-committed stem cell population is disclosed. Also disclosed are methods and compositions for targeting this population with retrovirus vectors in gene therapy protocols for correcting congenital disorders of myeloid system and for potentiating immune responses to defined tumor and viral antigens.