Mathematical Modeling of Leukemogenesis and Cancer Stem Cell Dynamics
Mathematical modelling of natural phenomena, Tome 7 (2012) no. 1, pp. 166-202.

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The cancer stem cell hypothesis has evolved to one of the most important paradigms in biomedical research. During recent years evidence has been accumulating for the existence of stem cell-like populations in different cancers, especially in leukemias. In the current work we propose a mathematical model of cancer stem cell dynamics in leukemias. We apply the model to compare cellular properties of leukemic stem cells to those of their benign counterparts. Using linear stability analysis we derive conditions necessary and sufficient for expansion of malignant cell clones, based on fundamental cellular properties. This approach reveals different scenarios of cancer initiation and provides qualitative hints to possible treatment strategies.
DOI : 10.1051/mmnp/20127199

T. Stiehl 1 ; A. Marciniak-Czochra 1

1 Interdisciplinary Center for Scientific Computing (IWR) Institute of Applied Mathematics and BIOQUANT University of Heidelberg, Im Neuenheimer Feld 267 D - 69120 Heidelberg, Germany
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T. Stiehl; A. Marciniak-Czochra. Mathematical Modeling of Leukemogenesis and Cancer Stem Cell Dynamics. Mathematical modelling of natural phenomena, Tome 7 (2012) no. 1, pp. 166-202. doi : 10.1051/mmnp/20127199. http://geodesic.mathdoc.fr/articles/10.1051/mmnp/20127199/

[1] J. Ablain, H. De The Blood 2008 5795 5802

[2] M. Adimy, F. Crauste Discrete Contin. Dyn. Syst. Ser. B 2007 19 38

[3] M. Adimy, F. Crauste, S. Ruan SIAM J. Appl. Math. 2005 1328 1352

[4] M. Adimy, F. Crauste, S. Ruan Bull. Math. Biol. 2006 2321 2351

[5] M. Aglietta, W. Piacibello, F. Sanavio, A. Stacchini, F. Apra, M. Schena, C. Mossetti, F. Carnino, F. Caligaris-Cappio, F. Gavosto J. Clin. Invest. 1989 551 557

[6] T. Alarcon, P. Getto, A. Marciniak-Czochra, MdM. Vivanco. A model for stem cell population dynamics with regulated maturation delay. Discr. Cont. Dyn. Systems B (2011), to appear.

[7] L. Andrey Med. Hypotheses 1989 143 144

[8] O. Arino, M. Kimmel Math. Modelling 1986 1269 1300

[9] M. Baum, Ma. Chaplain, Ar. Anderson, M. Douek, Js. Vaidya Eur. J. Cancer 1999 886 891

[10] R. Bejar, R. Levine, B. L. Ebert J. Clin. Oncol. 2011 504 514

[11] J. Belair, Mc. Mackey, J. M. Mahaffy Math. Biosci. 1995 317 346

[12] C. Bellan, L. Stefano, Df. Giulia, E. A. Rogena, L. Lorenzo Hematol. Oncol. 2010 53 56

[13] Mt. Bocker, I. Hellwig, A. Breiling, V. Eckstein, A. D. Ho, F. Lyko Blood 2011 e182 e189

[14] V. Bogner, L. Keil, Kg. Kanz, C. Kirchhoff, B. A. Leidel, W. Mutschler, P. Biberthaler Eur. J. Med. Res. 2009 284 291

[15] D. Bonnet, J. E. Dick Nat. Med. 1997 730 737

[16] J. Bryan, E. Jabbour, H. Prescott, G. Garcia-Manero, J. P. Issa, H. Kantarjian Drugs 2010 1381

[17] Ec. Buss, A. D. Ho Int. J. Cancer. 2011 2328 2336

[18] Sy. Chen, Yc. Huang, Sp Liu, Fj Tsai, Wc Shyu, Sz Lin Cell Transplant. 2011 113 120

[19] Bd. Cheson Leuk. Res., Suppl. 1998 S17 S21

[20] H. Clevers Nat Med. 2011 313 319

[21] D.S. Coffey Nat. Med. 1998 882 885

[22] C. Colijn, M.C. Mackey J. Theor. Biol. 2005 117 132

[23] D. Dingli, JM. Pacheco. Stochastic dynamics and the evolution of mutations in stem cells. BMC Biol., 9 :41 (2011).

[24] M. Doumic-Jauffret, Ps. Kim, B. Perthame Bull. Math. Biol. 2010 1732 1759

[25] M. Doumic-Jauffret, A. Marciniak-Czochra, B. Perthame, Jp. Zubelli SIAM J. Appl. Math. 2011 1918 1940

[26] P. Fenaux, Gj. Mufti, E. Hellstrom-Lindberg, V. Santini, C. Finelli, A. Giagounidis, R. Schoch, N. Gattermann, G. Sanz, A. List, Sd. Gore, Jf. Seymour, Jm. Bennett, J. Byrd, J. Backstrom, L. Zimmerman, D. Mckenzie, C. Beach, Lr. Silverman Lancet Oncol. 2009 223 232

[27] C. Foley, S. Bernard, Mc. Mackey J. Theor. Biol. 2006 754 763

[28] W. Fried Exp. Hematol. 2009 1007 1015

[29] FR. Gantmacher. The theory of matrices 2. Chelsea Publishing, New York, 1964.

[30] P. Getto, A. Marciniak-Czochra, Y. Nakata, MdM. Vivanco. Global dynamics of two compartment models for cell production systems with regulatory mechanisms. (2011), submitted.

[31] J. Guckenheimer, P. Holmes. Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields. Springer, New York, 2002.

[32] H. Haeno, Rl. Levine, Dg. Gilliland, F. Michor PNAS 2009 16616 16621

[33] Kj. Hope, L. Jin, Je. Dick Nat. Immun. 2004 738 743

[34] JH. Jandl (ed), Textbook of Hematology, Little Brown, Boston, MA, 1996.

[35] S. Janz, M. Potter, Cs. Rabkin Genes Chromosomes Cancer 2003 211 223

[36] H. Kantarjian, Y. Oki, G. Garcia-Manero, X. Huang, S. Obrien, J. Cortes, S. Faderl, C. Bueso-Ramos, F. Ravandi, Z. Estrov, A. Ferrajoli, W. Wierda, J. Shan, J. Davis, F. Giles, Hi. Saba, Jp. Issa Blood 2007 52 57

[37] S. Knipp, B. Hildebrand, A. Kündgen, A. Giagounidis, G. Kobbe, R. Haas, C. Aul, N. Gat- Termann, U. Germing Cancer 2007 345 352

[38] N. Korde, Sy. Kristinsson, O. Landgren Blood 2011 5573 5581

[39] A. Lander, K. Gokoffski, F. Wan, Q. Nie, A. Calof PLoS biology 2009 84 100

[40] Ss. Lange, K. Takata, Rd. Wood Nat. Rev. Cancer 2011 96 110

[41] Pm. Lansdorp Vox Sang. 1998 91 94

[42] Je. Layton, H. Hockman, Wp. Sheridan, G. Morstyn Blood 1989 1303 1307

[43] W. Lo, C. Chou, K. Gokoffski, F. Wan, A. Lander, A. Calof, Q. Nie Math. Biosci. Eng. 2009 59 82

[44] C. Mackey Blood 1978 941 956

[45] Mc. Mackey, L. Glass Science 1977 287 289

[46] A. Marciniak-Czochra, T.Stiehl. Mathematical models of hematopoietic reconstitution after stem cell transplantation. In HG. Bock, T. Carraro, W. Jäger, S. Koerkel, R. Rannacher, JP. Schloeder (eds), Model Based Parameter Estimation : Theory and Applications. Springer, Heidelberg, 2011.

[47] A. Marciniak-Czochra, T. Stiehl, W. Jäger, Ad. Ho, W. Wagner Stem Cells Dev. 2009 377 385

[48] A. Marciniak-Czochra, T. Stiehl, W. Wagner Aging (Albany NY) 2009 723 732

[49] D. Metcalf Blood 2008 485 491

[50] F. Michor, Tp. Hughes, Y. Iwasa, S. Branford, Np. Shah, Cl. Sawyers, Ma. Nowak Nature 2005 1267 1270

[51] Ka. Moore, Ir. Lemischka Science 2006 1880 1805

[52] D. Morgan, A. Murray, T. Hunt, P. Nurse. In : Alberts Molecular Biology of the Cell, 4th Edition, Garland Science, New York, 2002.

[53] I. Munk Pedersen, J. Reed Leuk. Lymphoma 2004 2365 2372

[54] Y. Nakata, P. Getto, A. Marciniak-Czochra, T. Alarcon J. Biol. Dyn. 2011

[55] L. Pujo-Menjouet, S. Bernard, Mc. Mackey SIAM J. Appl. Dyn. Syst 2005 312 332

[56] T. Reya, Sj. Morrison, Mf. Clarke, Il. Weissman Nature 2001 105 111

[57] I. Roeder, M. Herberg, M. Horn Bull. Math. Biol. 2009 602 626

[58] I. Roeder, M. Horn, I. Glauche, A. Hochhaus, Mc. Mueller, M. Loeffler Nat. Med. 2006 1181 1184

[59] I. Roeder, M. Loeffler Exp. Hematol. 2002 853 861

[60] R. Rudnicki. Chaoticity of the blood cell production system. Chaos, doi : 10.1063/1.3258364, 2009.

[61] F. Schueler, C. Hirt, G. Doelken Semin. Cancer. Biol. 2003 203 209

[62] K. Shinjo, A. Takeshita, K. Ohnishi, R. Ohno Leuk. Lymphoma 1997 37 46

[63] S. Soltanian, Mm. Matin Tumour Biol. 2011 425 440

[64] T. Stiehl, A. Marciniak-Czochra Mathematical and Computer Modelling 2011 1505 1517

[65] Je. Till, L. Siminovitch, Ea. Mcculloch PNAS 1964 29 49

[66] C. Tomasetti, D. Levy PNAS. 2010 16766 16771

[67] M. Tormo, I. Marugan, M. Calabuig Clin. Transl. Oncol. 2010 652 661

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