TY - JOUR
T1 - Optimization of Interferon–Alpha and Imatinib Combination Therapy for Chronic Myeloid Leukemia
T2 - A Modeling Approach
AU - Bunimovich-Mendrazitsky, Svetlana
AU - Kronik, Natalie
AU - Vainstein, Vladimir
N1 - Publisher Copyright:
© 2018 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim
PY - 2019/1/1
Y1 - 2019/1/1
N2 - Chronic myeloid leukemia (CML) in its chronic phase is treated with imatinib, with an attempt at discontinuation after at least three years of therapy in patients with deep molecular responses. Following the attempted discontinuation, approximately half of the patients regress and need to return to the imatinib treatment. Interferon-alpha monotherapy results in a cure in only a small percentage of patients. The combination of both drugs is simulated to optimize the treatment with respect to duration and schedule. This is achieved through a mathematical model in which three cell types are described: leukemic stem cells, mature leukemic cells, and CML-cytotoxic-lymphocyte (CML-CTL) cells. The model is simulated in silico, under different combination treatment regimens of imatinib and interferon-alpha. It is observed that a low level of CML-CTL cells causes failure of the combination treatment; an intermediate level of CML-CTL produces mixed results for the success of the combination treatment; a high level of CML-CTL cells promotes the success of the combination treatment. According to the model, treatment can lead to low-level persistence of CML stem cells after treatment discontinuation, even in the absence of acquired drug resistance. The model defines conditions under which imatinib-interferon-alpha treatment leads to CML eradication.
AB - Chronic myeloid leukemia (CML) in its chronic phase is treated with imatinib, with an attempt at discontinuation after at least three years of therapy in patients with deep molecular responses. Following the attempted discontinuation, approximately half of the patients regress and need to return to the imatinib treatment. Interferon-alpha monotherapy results in a cure in only a small percentage of patients. The combination of both drugs is simulated to optimize the treatment with respect to duration and schedule. This is achieved through a mathematical model in which three cell types are described: leukemic stem cells, mature leukemic cells, and CML-cytotoxic-lymphocyte (CML-CTL) cells. The model is simulated in silico, under different combination treatment regimens of imatinib and interferon-alpha. It is observed that a low level of CML-CTL cells causes failure of the combination treatment; an intermediate level of CML-CTL produces mixed results for the success of the combination treatment; a high level of CML-CTL cells promotes the success of the combination treatment. According to the model, treatment can lead to low-level persistence of CML stem cells after treatment discontinuation, even in the absence of acquired drug resistance. The model defines conditions under which imatinib-interferon-alpha treatment leads to CML eradication.
KW - T-cell response
KW - chronic myeloid leukemia model
KW - leukemic stem cells
KW - pulsing simulation
UR - http://www.scopus.com/inward/record.url?scp=85088924054&partnerID=8YFLogxK
U2 - 10.1002/adts.201800081
DO - 10.1002/adts.201800081
M3 - ???researchoutput.researchoutputtypes.contributiontojournal.article???
AN - SCOPUS:85088924054
SN - 2513-0390
VL - 2
JO - Advanced Theory and Simulations
JF - Advanced Theory and Simulations
IS - 1
M1 - 1800081
ER -