TY - JOUR
T1 - Stability and Controllability Issues in Mathematical Modeling of the Intensive Treatment of Leukemia
AU - Berezansky, L.
AU - Bunimovich-Mendrazitsky, S.
AU - Shklyar, B.
N1 - Publisher Copyright:
© 2015, Springer Science+Business Media New York.
PY - 2015/10/14
Y1 - 2015/10/14
N2 - We present a mathematical model of dynamic changes in clinical parameters following drug therapy for chronic myeloid leukemia (CML) using a system of ordinary differential equations (ODE), describing the interactions between effector T cells and leukemic cancer cells. The model successfully predicts clinical response to two separate drug therapies: targeted therapy with the tyrosine kinase inhibitor imatinib and immunotherapy with interferon alfa-2. Development of this model enables the identification of the treatment regimen for a determined time period, in order to reach an admissible concentration of cancer cells. To mathematically model the dynamics of CML progression, both without and with treatment, we have obtained the local and global stability and the local relative controllability conditions for this ODE system.
AB - We present a mathematical model of dynamic changes in clinical parameters following drug therapy for chronic myeloid leukemia (CML) using a system of ordinary differential equations (ODE), describing the interactions between effector T cells and leukemic cancer cells. The model successfully predicts clinical response to two separate drug therapies: targeted therapy with the tyrosine kinase inhibitor imatinib and immunotherapy with interferon alfa-2. Development of this model enables the identification of the treatment regimen for a determined time period, in order to reach an admissible concentration of cancer cells. To mathematically model the dynamics of CML progression, both without and with treatment, we have obtained the local and global stability and the local relative controllability conditions for this ODE system.
KW - Local and global controllability
KW - Local and global stability
KW - Mathematical model of leukemia
UR - http://www.scopus.com/inward/record.url?scp=84941423037&partnerID=8YFLogxK
U2 - 10.1007/s10957-015-0717-9
DO - 10.1007/s10957-015-0717-9
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AN - SCOPUS:84941423037
SN - 0022-3239
VL - 167
SP - 326
EP - 341
JO - Journal of Optimization Theory and Applications
JF - Journal of Optimization Theory and Applications
IS - 1
ER -