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The Evolution of Tumour Composition During Fractionated Radiotherapy: Implications for Outcome
- Source :
- Bulletin of mathematical biology. 80(5)
- Publication Year :
- 2017
-
Abstract
- Current protocols for delivering radiotherapy are based primarily on tumour stage and nodal and metastases status, even though it is well known that tumours and their microenvironments are highly heterogeneous. It is well established that the local oxygen tension plays an important role in radiation-induced cell death, with hypoxic tumour regions responding poorly to irradiation. Therefore, to improve radiation response, it is important to understand more fully the spatiotemporal distribution of oxygen within a growing tumour before and during fractionated radiation. To this end, we have extended a spatially-resolved mathematical model of tumour growth first proposed by Greenspan (Stud. Appl. Math., 1972) to investigate the effects of oxygen heterogeneity on radiation-induced cell death. In more detail, cell death due to radiation at each location in the tumour, as determined by the well-known linear-quadratic model, is assumed also to depend on the local oxygen concentration. The oxygen concentration is governed by a reaction-diffusion equation that is coupled to an integro-differential equation that determines the size of the assumed spherically-symmetric tumour. We combine numerical and analytical techniques to investigate radiation response of tumours with different intra-tumoral oxygen distribution profiles. Model simulations reveal a rapid transient increase in hypoxia upon re-growth of the tumour spheroid post-irradiation. We investigate the response to different radiation fractionation schedules and identify a tumour-specific relationship between inter-fraction time and dose per fraction to achieve cure. The rich dynamics exhibited by the model suggest that spatial heterogeneity may be important for predicting tumour response to radiotherapy for clinical applications.
- Subjects :
- 0301 basic medicine
Fractionated radiotherapy
General Mathematics
medicine.medical_treatment
Immunology
Biology
Dose per fraction
Tumour stage
Models, Biological
Radiation Tolerance
General Biochemistry, Genetics and Molecular Biology
03 medical and health sciences
0302 clinical medicine
Neoplasms
Spheroids, Cellular
Tumour spheroid
medicine
Humans
Computer Simulation
Irradiation
General Environmental Science
Pharmacology
Cell Death
Ecology
General Neuroscience
Metastases status
Mathematical Concepts
Oxygen tension
Radiation therapy
Oxygen
030104 developmental biology
Computational Theory and Mathematics
030220 oncology & carcinogenesis
Cancer research
Linear Models
Tumor Hypoxia
Limiting oxygen concentration
Dose Fractionation, Radiation
General Agricultural and Biological Sciences
Radiation response
Subjects
Details
- ISSN :
- 15229602
- Volume :
- 80
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- Bulletin of mathematical biology
- Accession number :
- edsair.doi.dedup.....7e72e11a11fcd564e2516fc640a31516