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A mathematical model for reconstitution of granulopoiesis after high dose chemotherapy with autologous stem cell transplantation
Authors:Ivar??stby  author-information"  >  author-information__contact u-icon-before"  >  mailto:ivaro@ifi.uio.no"   title="  ivaro@ifi.uio.no"   itemprop="  email"   data-track="  click"   data-track-action="  Email author"   data-track-label="  "  >Email author,Leiv S.?Rusten,Gunnar?Kvalheim,Per?Gr?ttum
Affiliation:(1) Department of Informatics, University of Oslo, 0316 Oslo, Norway;(2) Stem Cell Laboratory, The Norwegian Radium Hospital, 0310 Oslo, Norway
Abstract:High dose chemotherapy supported with hematopoietic progenitor cells gives a characteristic neutropenic period (blood neutrophils <0.5sdot109 c/l) ranging from 10 to 16 days. The question of a correlation between the CFU-GM content of the transplanted CD34+ cells and time to neutrophil recovery by patients having been given high-dose chemotherapy (HD-CT) with stem cell support was addressed by means of a mathematical model of granulopoiesis. The model utilizes a convection-reaction partial differential equation (PDE) with feedback from a cytokine compartment on proliferation, maturation, and mobilization of granulocytes from bone marrow to blood. The observed number of CFU-GM cells in the transplanted CD34+ cell autograft was used as input to the model. Using this approach, the observed gross relationship between CFU-GM content in the reinfused blood product and engraftment time could be reproduced. At the same time, the effects of assumed physiological mechanisms, especially some of the effects of G-CSF on proliferation rate, maturation rate, mobilization, and cell death, could be investigated and discussed relative to observed engraftment. The model makes it possible to explain how cytokines interfere with progenitor cell mobilization from bone marrow to blood, and it points out the implications of a regulating mechanism for the granulocyte maturation rate.
Keywords:Granulopoiesis  Mathematical model  High dose chemotherapy  Stem cell support  Engraftment time  CFU-GM cells  CD34+ cells
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