Literature DB >> 31350582

A structured population model of clonal selection in acute leukemias with multiple maturation stages.

Tommaso Lorenzi1, Anna Marciniak-Czochra2, Thomas Stiehl3.   

Abstract

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.

Entities:  

Keywords:  Acute leukemia; Asymptotic analysis; Clonal selection; Continuously structured population models; Integro-differential equations

Year:  2019        PMID: 31350582     DOI: 10.1007/s00285-019-01404-w

Source DB:  PubMed          Journal:  J Math Biol        ISSN: 0303-6812            Impact factor:   2.259


  54 in total

1.  Homeostasis of telomere length rather than telomere shortening after allogeneic peripheral blood stem cell transplantation.

Authors:  Helene Roelofs; Elmar S D de Pauw; Aeilko H Zwinderman; Sonja M Opdam; Roel Willemze; Hans J Tanke; Willem E Fibbe
Journal:  Blood       Date:  2002-08-22       Impact factor: 22.113

Review 2.  Clonal evolution of acute leukemia genomes.

Authors:  M Jan; R Majeti
Journal:  Oncogene       Date:  2012-02-20       Impact factor: 9.867

3.  Oscillations in a white blood cell production model with multiple differentiation stages.

Authors:  Franziska Knauer; Thomas Stiehl; Anna Marciniak-Czochra
Journal:  J Math Biol       Date:  2019-09-26       Impact factor: 2.259

4.  Human acute myeloid leukemia is organized as a hierarchy that originates from a primitive hematopoietic cell.

Authors:  D Bonnet; J E Dick
Journal:  Nat Med       Date:  1997-07       Impact factor: 53.440

Review 5.  Identifying leukemia stem cells--is it feasible and does it matter?

Authors:  Christoph Lutz; Van T Hoang; Eike Buss; Anthony D Ho
Journal:  Cancer Lett       Date:  2012-07-20       Impact factor: 8.679

6.  Stem cell gene expression programs influence clinical outcome in human leukemia.

Authors:  Kolja Eppert; Katsuto Takenaka; Eric R Lechman; Levi Waldron; Björn Nilsson; Peter van Galen; Klaus H Metzeler; Armando Poeppl; Vicki Ling; Joseph Beyene; Angelo J Canty; Jayne S Danska; Stefan K Bohlander; Christian Buske; Mark D Minden; Todd R Golub; Igor Jurisica; Benjamin L Ebert; John E Dick
Journal:  Nat Med       Date:  2011-08-28       Impact factor: 53.440

7.  Effects of the NUP98-DDX10 oncogene on primary human CD34+ cells: role of a conserved helicase motif.

Authors:  E R Yassin; A M Abdul-Nabi; A Takeda; N R Yaseen
Journal:  Leukemia       Date:  2010-03-25       Impact factor: 11.528

8.  A stem cell-like gene expression signature associates with inferior outcomes and a distinct microRNA expression profile in adults with primary cytogenetically normal acute myeloid leukemia.

Authors:  K H Metzeler; K Maharry; J Kohlschmidt; S Volinia; K Mrózek; H Becker; D Nicolet; S P Whitman; J H Mendler; S Schwind; A-K Eisfeld; Y-Z Wu; B L Powell; T H Carter; M Wetzler; J E Kolitz; M R Baer; A J Carroll; R M Stone; M A Caligiuri; G Marcucci; C D Bloomfield
Journal:  Leukemia       Date:  2013-06-14       Impact factor: 11.528

9.  Genetic variegation of clonal architecture and propagating cells in leukaemia.

Authors:  Kristina Anderson; Christoph Lutz; Frederik W van Delft; Caroline M Bateman; Yanping Guo; Susan M Colman; Helena Kempski; Anthony V Moorman; Ian Titley; John Swansbury; Lyndal Kearney; Tariq Enver; Mel Greaves
Journal:  Nature       Date:  2010-12-15       Impact factor: 49.962

10.  A deterministic model for the occurrence and dynamics of multiple mutations in hierarchically organized tissues.

Authors:  Benjamin Werner; David Dingli; Arne Traulsen
Journal:  J R Soc Interface       Date:  2013-06-05       Impact factor: 4.118

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