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|Title: ||Mathematical model of heterogeneous cancer growth with an autocrine signalling pathway|
|Authors: ||Hu, G.-M.;Lee, C.-Y.;Chen, Y.-Y.;Pang, N.-N.;Tzeng, W. J.|
|Issue Date: ||2013-01-23 16:30:32 (UTC+8)|
|Publisher: ||Chichester: Wiley-Blackwell Publishing Ltd.|
Cancer is a complex biological occurrence which is difficult to describe clearly and explain its growth development. As such, novel concepts, such as of heterogeneity and signalling pathways, grow exponentially and many mathematical models accommodating the latest knowledge have been proposed. Here, we present a simple mathematical model that exhibits many characteristics of experimental data, using prostate carcinoma cell spheroids under treatment.
Materials and methods
We have modelled cancer as a two-subpopulation system, with one subpopulation representing a cancer stem cell state, and the other a normal cancer cell state. As a first approximation, these follow a logistical growth model with self and competing capacities, but they can transform into each other by using an autocrine signalling pathway.
Results and conclusion
By analysing regulation behaviour of each of the system parameters, we show that the model exhibits many characteristics of actual cancer growth curves. Features reproduced in this model include delayed phase of evolving cancer under 17AAG treatment, and bi-stable behaviour under treatment by irradiation. In addition, our interpretation of the system parameters corresponds well with known facts involving 17AAG treatment. This model may thus provide insight into some of the mechanisms behind cancer.
|Relation: ||Cell Proliferation 45(5), pp.445-455|
|Appears in Collections:||[物理學系暨研究所] 期刊論文|
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