We introduce a phenomenological model for anti-angiogenic therapy in the treatment of metastatic cancers. It is a structured transport equation with a nonlocal boundary condition describing the evolution of the density of metastases that we analyze first at the continuous level. We present the numerical analysis of a lagrangian scheme based on the characteristics whose convergence establishes existence of solutions. Then we prove an error estimate and use the model to perform interesting simulations in view of clinical applications.
Mots-clés : anticancer therapy modelling, angiogenesis, structured population dynamics, lagrangian scheme
@article{M2AN_2012__46_2_207_0, author = {Benzekry, S\'ebastien}, title = {Mathematical and numerical analysis of a model for anti-angiogenic therapy in metastatic cancers}, journal = {ESAIM: Mathematical Modelling and Numerical Analysis }, pages = {207--237}, publisher = {EDP-Sciences}, volume = {46}, number = {2}, year = {2012}, doi = {10.1051/m2an/2011041}, mrnumber = {2855641}, zbl = {1273.92025}, language = {en}, url = {http://www.numdam.org/articles/10.1051/m2an/2011041/} }
TY - JOUR AU - Benzekry, Sébastien TI - Mathematical and numerical analysis of a model for anti-angiogenic therapy in metastatic cancers JO - ESAIM: Mathematical Modelling and Numerical Analysis PY - 2012 SP - 207 EP - 237 VL - 46 IS - 2 PB - EDP-Sciences UR - http://www.numdam.org/articles/10.1051/m2an/2011041/ DO - 10.1051/m2an/2011041 LA - en ID - M2AN_2012__46_2_207_0 ER -
%0 Journal Article %A Benzekry, Sébastien %T Mathematical and numerical analysis of a model for anti-angiogenic therapy in metastatic cancers %J ESAIM: Mathematical Modelling and Numerical Analysis %D 2012 %P 207-237 %V 46 %N 2 %I EDP-Sciences %U http://www.numdam.org/articles/10.1051/m2an/2011041/ %R 10.1051/m2an/2011041 %G en %F M2AN_2012__46_2_207_0
Benzekry, Sébastien. Mathematical and numerical analysis of a model for anti-angiogenic therapy in metastatic cancers. ESAIM: Mathematical Modelling and Numerical Analysis , Tome 46 (2012) no. 2, pp. 207-237. doi : 10.1051/m2an/2011041. http://www.numdam.org/articles/10.1051/m2an/2011041/
[1] Numerical schemes for size-structured population equations. Math. Biosci. 157 (1999) 169-188. | MR
and ,[2] Mathematical and numerical analysis for a model of growing metastatic tumours. Math. Biosci. 218 (2009) 1-14. | MR | Zbl
, , and ,[3] Mathematical modeling of MTD and metronomic temozolomide, 2nd Workshop on Metronomic Anti-Angiogenic Chemotherapy in Paediatric Oncology (2010).
, and ,[4] Problèmes aux limites pour les équations aux dérivées partielles du premier ordre à coefficients réels; théorèmes d'approximation; application à l'équation de transport. Ann. Sci. Éc. Norm. Supér. 3 (1970) 185-233. | Numdam | MR | Zbl
,[5] Abstract time-dependent transport equations. J. Math. Anal. Appl. 2 (1987) 370-405. | MR | Zbl
and ,[6] Optimizing drug regimens in cancer chemotherapy: a simulation study using a PK-PD model. Comput. Biol. Med. 31 (2001) 157-172.
and ,[7] Mathematical analysis of a two-dimensional population model of metastatic growth including angiogenesis, J. Evol. Equ. 11 (2011) 187-213. | MR | Zbl
,[8] Passing to the limit 2D-1D in a model for metastatic growth, to appear in J. Biol. Dyn., doi:10.1080/17513758.2011.568071. | MR
,[9] A pharmacologically based multiscale mathematical model of angiogenesis and its use in investigating the efficacy of a new cancer treatment strategy. J. Theor. Biol. 260 (2009) 545-562. | MR
, , , , , , , and ,[10] Trace theorems and spatial continuity properties for the solutions of the transport equation. Differential Integral Equations 18 (2005) 891-934. | MR | Zbl
,[11] A model describing the growth and the size distribution of multiple metastatic tumours. Discret. Contin. Dyn. Syst. Ser. B 12 (2009) 731-767. | MR | Zbl
, and ,[12] Tumour eradication by antiangiogenic therapy: analysis and extensions of the model by Hahnfeldt et al. (1999). Math. Biosci. 191 (2004) 159-184. | MR | Zbl
and ,[13] On optimal delivery of combination therapy for tumours. Math. Biosci. 222 (2009) 13-26. | MR | Zbl
, , and ,[14] Analysis of a population model structured by the cells molecular content. Math. Model. Nat. Phenom. 2 (2007) 121-152. | MR
,[15] Accelerated metastasis after short-term treatment with a potent inhibitor of tumour angiogenesis. Cancer Cell 15 (2009) 232-239.
, , , , and ,[16] Antiangiogenesis: new concept for therapy of solid tumours. Ann. Surg. 175 (1972)
,[17] Tumour development under angiogenic signaling: a dynamical theory of tumour growth, treatment, response and postvascular dormancy. Cancer Res. 59 (1999) 4770-4775.
, , and ,[18] Minimizing long-term tumour burden: the logic for metronomic chemotherapeutic dosing and its antiangiogenic basis. J. Theor. Biol. 220 (2003) 545-554.
, and ,[19] A dynamical model for the growth and size distribution of multiple metastatic tumours. J. Theor. Biol. 203 (2000) 177-186.
, and ,[20] Normalizing tumour vasculature with anti-angiogenic therapy: A new paradigm for combination therapy. Nature Med. 7 (2001) 987-989.
,[21] Identifying optimal combinations of anti-angiogenesis drugs and chemotherapies using a theoretical model of vascular tumour growth (in preparation).
, , , , , , , , , and ,[22] Antiangiogenic therapy elicits malignant progression of tumours to increased local invasion and distant metastasis. Cancer Cell 15 (2009) 220-231.
, , , , , , , , and ,[23] Transport equations in biology. Frontiers in Mathematics, Birkhaüser Verlag, Basel (2007). | MR | Zbl
,[24] Randomized phase II study of pulse erlotinib before or after carboplatin and paclitaxel in current or former smokers with advanced non-small-cell lung cancer. J. Clin. Oncol. (2009) 264-270.
et al.,[25] Applications of optimal control theory in biomedicine. Math. Biosci. 101 (1990) 237-284. | Zbl
,[26] A nonlinear model of population dynamics containing an arbitrary number of continuous structure variables. SIAM J. Appl. Math. 48 (1988) 549-591. | MR | Zbl
and ,[27] B. tranchand, J. Guitton, C. Rioufol, A. Iliadis and G. Freyer, A mechanistic model predicting hematopoiesis and tumour growth to optimize docetaxel + epirubicin (ET) administration in metastatic breast cancer (MBC): Phase I trial. J. Clin. Oncol.(Meeting abstracts) 25 (2007) 13013.
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