DocumentCode :
599187
Title :
Dynamical modeling of chronic myeloid leukemia progression and the development of mutations
Author :
Ben-gong Zhang ; Tanaka, G. ; Luonan Chen ; Aihara, Kazuyuki
Author_Institution :
Aihara Innovative Math. Modelling Project, JST, Japan
fYear :
2012
fDate :
4-7 Oct. 2012
Firstpage :
130
Lastpage :
135
Abstract :
Mathematical models have already been developed to describe the dynamics of the chronic myeloid leukemia (CML). However, most of them mainly focus on the short term dynamics and response to the treatment with drugs such as imatinib or the relapse upon cessation of treatment. In this paper, we aim to study the dynamics of CML which represents the first human cancer for the molecularly targeted therapy again. First, we propose a new mathematical model of CML which based on the known biology knowledges. And then we analyze its qualitative and dynamical properties. Combining the clinical data and theoretical analysis, we demonstrate that our model is biologically plausible and also computationally viable. Second, we demonstrate that this model can characterize the dynamics of the CML infection and the development of mutation, and is also validated by clinical data.
Keywords :
blood; cancer; drug delivery systems; drugs; mathematical analysis; biology knowledges; cessation treatment; chronic myeloid leukemia progression; clinical data; drugs; dynamical modeling; dynamical properties; human cancer; imatinib; mathematical models; molecularly targeted therapy; mutation development; short term dynamics; theoretical analysis; Biological system modeling; Cancer; Drugs; Immune system; Mathematical model; Stem cells; Chronic myeloid leukemia; Mathematical modeling; Resistance mutation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioinformatics and Biomedicine Workshops (BIBMW), 2012 IEEE International Conference on
Conference_Location :
Philadelphia, PA
Print_ISBN :
978-1-4673-2746-6
Electronic_ISBN :
978-1-4673-2744-2
Type :
conf
DOI :
10.1109/BIBMW.2012.6470294
Filename :
6470294
Link To Document :
بازگشت