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A structured population model of clonal selection in acute leukemias with multiple maturation stages.
Lorenzi, Tommaso; Marciniak-Czochra, Anna; Stiehl, Thomas.
Afiliação
  • Lorenzi T; School of Mathematics and Statistics, University of St Andrews, North Haugh, St Andrews, Fife, KY16 9SS, UK.
  • Marciniak-Czochra A; Institute of Applied Mathematics, BIOQUANT and IWR, Heidelberg University, Im Neuenheimer Feld 205, 69120, Heidelberg, Germany. Anna.Marciniak@iwr.uni-heidelberg.de.
  • Stiehl T; Institute of Applied Mathematics, Heidelberg University, Im Neuenheimer Feld 205, 69120, Heidelberg, Germany.
J Math Biol ; 79(5): 1587-1621, 2019 10.
Article em En | MEDLINE | ID: mdl-31350582
Recent progress in genetic techniques has shed light on the complex co-evolution of malignant cell clones in leukemias. However, several aspects of clonal selection still remain unclear. In this paper, we present a multi-compartmental continuously structured population model of selection dynamics in acute leukemias, which consists of a system of coupled integro-differential equations. Our model can be analysed in a more efficient way than classical models formulated in terms of ordinary differential equations. Exploiting the analytical tractability of this model, we investigate how clonal selection is shaped by the self-renewal fraction and the proliferation rate of leukemic cells at different maturation stages. We integrate analytical results with numerical solutions of a calibrated version of the model based on real patient data. In summary, our mathematical results formalise the biological notion that clonal selection is driven by the self-renewal fraction of leukemic stem cells and the clones that possess the highest value of this parameter are ultimately selected. Moreover, we demonstrate that the self-renewal fraction and the proliferation rate of non-stem cells do not have a substantial impact on clonal selection. Taken together, our results indicate that interclonal variability in the self-renewal fraction of leukemic stem cells provides the necessary substrate for clonal selection to act upon.
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Leucemia / Evolução Clonal / Modelos Biológicos Limite: Humans Idioma: En Revista: J Math Biol Ano de publicação: 2019 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Leucemia / Evolução Clonal / Modelos Biológicos Limite: Humans Idioma: En Revista: J Math Biol Ano de publicação: 2019 Tipo de documento: Article