title: Radiation-induced leukemia at doses relevant to radiation therapy: modeling mechanisms and estimating risks.
abstract: BACKGROUND
  Because many cancer patients are diagnosed earlier and live longer than in the past, second cancers induced by radiation therapy have become a clinically significant issue. An earlier biologically based model that was designed to estimate risks of high-dose radiation-induced solid cancers included initiation of stem cells to a premalignant state, inactivation of stem cells at high radiation doses, and proliferation of stem cells during cellular repopulation after inactivation. This earlier model predicted the risks of solid tumors induced by radiation therapy but overestimated the corresponding leukemia risks.
  
  
  METHODS
  To extend the model to radiation-induced leukemias, we analyzed--in addition to cellular initiation, inactivation, and proliferation--a repopulation mechanism specific to the hematopoietic system: long-range migration through the blood stream of hematopoietic stem cells (HSCs) from distant locations. Parameters for the model were derived from HSC biologic data in the literature and from leukemia risks among atomic bomb survivors who were subjected to much lower radiation doses.
  
  
  RESULTS
  Proliferating HSCs that migrate from sites distant from the high-dose region include few preleukemic HSCs, thus decreasing the high-dose leukemia risk. The extended model for leukemia provides risk estimates that are consistent with epidemiologic data for leukemia risk associated with radiation therapy over a wide dose range. For example, when applied to an earlier case-control study of 110,000 women undergoing radiotherapy for uterine cancer, the model predicted an excess relative risk (ERR) of 1.9 for leukemia among women who received a large inhomogeneous fractionated external beam dose to the bone marrow (mean = 14.9 Gy), consistent with the measured ERR (2.0, 95% confidence interval [CI] = 0.2 to 6.4; from 3.6 cases expected and 11 cases observed). As a corresponding example for brachytherapy, the predicted ERR of 0.80 among women who received an inhomogeneous low-dose-rate dose to the bone marrow (mean = 2.5 Gy) was consistent with the measured ERR (0.62, 95% CI = -0.2 to 1.9).
  
  
  CONCLUSIONS
  An extended, biologically based model for leukemia that includes HSC initiation, inactivation, proliferation, and, uniquely for leukemia, long-range HSC migration predicts, with reasonable accuracy, risks for radiation-induced leukemia associated with exposure to therapeutic doses of radiation.
authors.affiliation: Center for Radiological Research, Columbia University Medical Center, 630 West 168th St., New York, NY 10032, USA.
authors.forename: Igor
authors.initials: I
authors.lastname: Shuryak
authors.forename: Rainer K
authors.initials: RK
authors.lastname: Sachs
authors.forename: Lynn
authors.initials: L
authors.lastname: Hlatky
authors.forename: Mark P
authors.initials: MP
authors.lastname: Little
authors.forename: Philip
authors.initials: P
authors.lastname: Hahnfeldt
authors.forename: David J
authors.initials: DJ
authors.lastname: Brenner
mesh_terms: D000328:Adult; D000368:Aged; D001853:Bone Marrow / Q000528:radiation effects*; D001918:Brachytherapy / Q000009:adverse effects; D016022:Case-Control Studies; D002465:Cell Movement / Q000528:radiation effects; D049109:Cell Proliferation / Q000528:radiation effects; D015986:Confounding Factors, Epidemiologic; D019583:Dose Fractionation, Radiation; D005260:Female; D006412:Hematopoietic Stem Cells / Q000528:radiation effects*; D006801:Humans; D007953:Leukemia, Radiation-Induced / Q000453:epidemiology / Q000209:etiology*; D008432:Mathematical Computing; D008875:Middle Aged; D008954:Models, Biological; D011879:Radiotherapy Dosage; D012042:Registries; D012107:Research Design; D018570:Risk Assessment; D014594:Uterine Neoplasms / Q000532:radiotherapy