Tumour Control Probability in Cancer Stem Cells Hypothesis

被引:15
作者
Dhawan, Andrew [1 ,2 ]
Kohandel, Mohammad [1 ,3 ]
Hill, Richard [4 ]
Sivaloganathan, Sivabal [1 ,3 ]
机构
[1] Univ Waterloo, Dept Appl Math, Waterloo, ON N2L 3G1, Canada
[2] Queens Univ, Sch Med, Kingston, ON, Canada
[3] Fields Inst Res Math Sci, Ctr Math Med, Toronto, ON, Canada
[4] Univ Toronto, Ontario Canc Inst, Dept Med Biophys, Princess Margaret Hosp, Toronto, ON M5S 1A1, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
EPITHELIAL-MESENCHYMAL TRANSITION; IDENTIFICATION; RADIOTHERAPY;
D O I
10.1371/journal.pone.0096093
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
The tumour control probability (TCP) is a formalism derived to compare various treatment regimens of radiation therapy, defined as the probability that given a prescribed dose of radiation, a tumour has been eradicated or controlled. In the traditional view of cancer, all cells share the ability to divide without limit and thus have the potential to generate a malignant tumour. However, an emerging notion is that only a sub-population of cells, the so-called cancer stem cells (CSCs), are responsible for the initiation and maintenance of the tumour. A key implication of the CSC hypothesis is that these cells must be eradicated to achieve cures, thus we define TCPS as the probability of eradicating CSCs for a given dose of radiation. A cell surface protein expression profile, such as CD44high/CD24low for breast cancer or CD133 for glioma, is often used as a biomarker to monitor CSCs enrichment. However, it is increasingly recognized that not all cells bearing this expression profile are necessarily CSCs, and in particular early generations of progenitor cells may share the same phenotype. Thus, due to the lack of a perfect biomarker for CSCs, we also define a novel measurable TCPCD+, that is the probability of eliminating or controlling biomarker positive cells. Based on these definitions, we use stochastic methods and numerical simulations parameterized for the case of gliomas, to compare the theoretical TCPS and the measurable TCPCD+. We also use the measurable TCP to compare the effect of various radiation protocols.
引用
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页数:6
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