TY - JOUR
T1 - Optimization of Combined Leukemia Therapy by Finite-Dimensional Optimal Control Modeling
AU - Bunimovich-Mendrazitsky, Svetlana
AU - Shklyar, Benzion
N1 - Publisher Copyright:
© 2017, Springer Science+Business Media, LLC.
PY - 2017/10/1
Y1 - 2017/10/1
N2 - Imatinib is a highly effective treatment for chronic myeloid leukemia, a common type of leukemia. Treatment efficacy of imatinib has been further improved by combination therapy with exogenic cytokine interferon-α. However, the prolonged administration of drug and immunotherapy exacts a significant cost to the patient’s quality of life, due to the treatments side effects. We present a mathematical model for the scheduling of combined treatment with imatinib and interferon-α by finite-dimensional optimal control problems. The explicit formulas for the optimal controls minimizing the integral quality criterion are obtained, and the corresponding leukemia treatment process is then described by numerical simulation. The attained optimization of treatment holds clinical potential for improving patient’s quality of life, as well as overall prognosis.
AB - Imatinib is a highly effective treatment for chronic myeloid leukemia, a common type of leukemia. Treatment efficacy of imatinib has been further improved by combination therapy with exogenic cytokine interferon-α. However, the prolonged administration of drug and immunotherapy exacts a significant cost to the patient’s quality of life, due to the treatments side effects. We present a mathematical model for the scheduling of combined treatment with imatinib and interferon-α by finite-dimensional optimal control problems. The explicit formulas for the optimal controls minimizing the integral quality criterion are obtained, and the corresponding leukemia treatment process is then described by numerical simulation. The attained optimization of treatment holds clinical potential for improving patient’s quality of life, as well as overall prognosis.
KW - Chronic myeloid leukemia
KW - Immune response
KW - Optimal control problem
KW - Pontryagin’s maximum principle
UR - http://www.scopus.com/inward/record.url?scp=85029494164&partnerID=8YFLogxK
U2 - 10.1007/s10957-017-1161-9
DO - 10.1007/s10957-017-1161-9
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AN - SCOPUS:85029494164
SN - 0022-3239
VL - 175
SP - 218
EP - 235
JO - Journal of Optimization Theory and Applications
JF - Journal of Optimization Theory and Applications
IS - 1
ER -