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Investigating the Influence of Growth Arrest Mechanisms on Tumour Responses to Radiotherapy
Cancer is a heterogeneous disease and tumours of the same type can differ greatly at the genetic and phenotypic levels. Understanding how these differences impact sensitivity to treatment is an essential step towards patient-specific treatment design. In this paper, we investigate how two different...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10307743/ https://www.ncbi.nlm.nih.gov/pubmed/37378740 http://dx.doi.org/10.1007/s11538-023-01171-2 |
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author | Colson, Chloé Maini, Philip K. Byrne, Helen M. |
author_facet | Colson, Chloé Maini, Philip K. Byrne, Helen M. |
author_sort | Colson, Chloé |
collection | PubMed |
description | Cancer is a heterogeneous disease and tumours of the same type can differ greatly at the genetic and phenotypic levels. Understanding how these differences impact sensitivity to treatment is an essential step towards patient-specific treatment design. In this paper, we investigate how two different mechanisms for growth control may affect tumour cell responses to fractionated radiotherapy (RT) by extending an existing ordinary differential equation model of tumour growth. In the absence of treatment, this model distinguishes between growth arrest due to nutrient insufficiency and competition for space and exhibits three growth regimes: nutrient limited, space limited (SL) and bistable (BS), where both mechanisms for growth arrest coexist. We study the effect of RT for tumours in each regime, finding that tumours in the SL regime typically respond best to RT, while tumours in the BS regime typically respond worst to RT. For tumours in each regime, we also identify the biological processes that may explain positive and negative treatment outcomes and the dosing regimen which maximises the reduction in tumour burden. |
format | Online Article Text |
id | pubmed-10307743 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-103077432023-06-30 Investigating the Influence of Growth Arrest Mechanisms on Tumour Responses to Radiotherapy Colson, Chloé Maini, Philip K. Byrne, Helen M. Bull Math Biol Original Article Cancer is a heterogeneous disease and tumours of the same type can differ greatly at the genetic and phenotypic levels. Understanding how these differences impact sensitivity to treatment is an essential step towards patient-specific treatment design. In this paper, we investigate how two different mechanisms for growth control may affect tumour cell responses to fractionated radiotherapy (RT) by extending an existing ordinary differential equation model of tumour growth. In the absence of treatment, this model distinguishes between growth arrest due to nutrient insufficiency and competition for space and exhibits three growth regimes: nutrient limited, space limited (SL) and bistable (BS), where both mechanisms for growth arrest coexist. We study the effect of RT for tumours in each regime, finding that tumours in the SL regime typically respond best to RT, while tumours in the BS regime typically respond worst to RT. For tumours in each regime, we also identify the biological processes that may explain positive and negative treatment outcomes and the dosing regimen which maximises the reduction in tumour burden. Springer US 2023-06-28 2023 /pmc/articles/PMC10307743/ /pubmed/37378740 http://dx.doi.org/10.1007/s11538-023-01171-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Colson, Chloé Maini, Philip K. Byrne, Helen M. Investigating the Influence of Growth Arrest Mechanisms on Tumour Responses to Radiotherapy |
title | Investigating the Influence of Growth Arrest Mechanisms on Tumour Responses to Radiotherapy |
title_full | Investigating the Influence of Growth Arrest Mechanisms on Tumour Responses to Radiotherapy |
title_fullStr | Investigating the Influence of Growth Arrest Mechanisms on Tumour Responses to Radiotherapy |
title_full_unstemmed | Investigating the Influence of Growth Arrest Mechanisms on Tumour Responses to Radiotherapy |
title_short | Investigating the Influence of Growth Arrest Mechanisms on Tumour Responses to Radiotherapy |
title_sort | investigating the influence of growth arrest mechanisms on tumour responses to radiotherapy |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10307743/ https://www.ncbi.nlm.nih.gov/pubmed/37378740 http://dx.doi.org/10.1007/s11538-023-01171-2 |
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