When chronic myeloid leukemia (CML) marrow is set up in long‐term culture (LTC), Philadelphia chromosome (Ph)‐positive (Ph+) cells typically decline and Ph‐negative (Ph−) hematopoietic cells often become detectable. In 1987, we initiated a study to evaluate the feasibility of using 10‐day cultured marrow autografts to allow intensive treatment of CML. Patients were selected on the basis of a previous assessment of the frequencies of normal and leukemic LTC‐initiating cells (LTC‐IC) remaining in their marrow after 10 days of LTC. Of the 87 patients evaluated, 36 (41%) were considered eligible, and 22 (15 in first chronic phase [CP], Group 1; and 7 with more advanced disease, Group 2) were autografted with 10‐day cultured marrow after intensive therapy. Satisfactory hematological recovery occurred in 16 patients, and of these, only Ph− cells were detected in 13 (nine in Group 1), with 76–94% Ph− cells in the other three (two in Group 1). Ph+ cells reappeared between 4 and 36 months post‐autograft in all but one of the 13 patients in whom complete (morphological and cytogenetic) remission had been achieved; the remaining patient died in remission. Nine of these twelve patients were then treated with α‐interferon (IFN‐α) 1–3 × 106 units/m2, 3–7 days/week; four returned to complete remission, three developed increasing numbers of Ph+ cells, and two are still too early to evaluate. Fifteen patients (12 in Group 1) remain alive and well, nine in hematological remission (eight in Group 1), 9 to 64 months (median 28) post‐autograft. Another patient (Group 1) remains alive 30 months post‐autograft but has developed blast phase disease. Four patients (all in Group 1) continue in complete remission after treatment with IFN‐α. These results establish the feasibility of using cultured marrow autografts for the treatment of CML.