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The role of Allee effect in modelling post resection recurrence of glioblastoma
Resection of the bulk of a tumour often cannot eliminate all cancer cells, due to their infiltration into the surrounding healthy tissue. This may lead to recurrence of the tumour at a later time. We use a reaction-diffusion equation based model of tumour growth to investigate how the invasion front...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5711030/ https://www.ncbi.nlm.nih.gov/pubmed/29149169 http://dx.doi.org/10.1371/journal.pcbi.1005818 |
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author | Neufeld, Zoltan von Witt, William Lakatos, Dora Wang, Jiaming Hegedus, Balazs Czirok, Andras |
author_facet | Neufeld, Zoltan von Witt, William Lakatos, Dora Wang, Jiaming Hegedus, Balazs Czirok, Andras |
author_sort | Neufeld, Zoltan |
collection | PubMed |
description | Resection of the bulk of a tumour often cannot eliminate all cancer cells, due to their infiltration into the surrounding healthy tissue. This may lead to recurrence of the tumour at a later time. We use a reaction-diffusion equation based model of tumour growth to investigate how the invasion front is delayed by resection, and how this depends on the density and behaviour of the remaining cancer cells. We show that the delay time is highly sensitive to qualitative details of the proliferation dynamics of the cancer cell population. The typically assumed logistic type proliferation leads to unrealistic results, predicting immediate recurrence. We find that in glioblastoma cell cultures the cell proliferation rate is an increasing function of the density at small cell densities. Our analysis suggests that cooperative behaviour of cancer cells, analogous to the Allee effect in ecology, can play a critical role in determining the time until tumour recurrence. |
format | Online Article Text |
id | pubmed-5711030 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-57110302017-12-15 The role of Allee effect in modelling post resection recurrence of glioblastoma Neufeld, Zoltan von Witt, William Lakatos, Dora Wang, Jiaming Hegedus, Balazs Czirok, Andras PLoS Comput Biol Research Article Resection of the bulk of a tumour often cannot eliminate all cancer cells, due to their infiltration into the surrounding healthy tissue. This may lead to recurrence of the tumour at a later time. We use a reaction-diffusion equation based model of tumour growth to investigate how the invasion front is delayed by resection, and how this depends on the density and behaviour of the remaining cancer cells. We show that the delay time is highly sensitive to qualitative details of the proliferation dynamics of the cancer cell population. The typically assumed logistic type proliferation leads to unrealistic results, predicting immediate recurrence. We find that in glioblastoma cell cultures the cell proliferation rate is an increasing function of the density at small cell densities. Our analysis suggests that cooperative behaviour of cancer cells, analogous to the Allee effect in ecology, can play a critical role in determining the time until tumour recurrence. Public Library of Science 2017-11-17 /pmc/articles/PMC5711030/ /pubmed/29149169 http://dx.doi.org/10.1371/journal.pcbi.1005818 Text en © 2017 Neufeld et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Neufeld, Zoltan von Witt, William Lakatos, Dora Wang, Jiaming Hegedus, Balazs Czirok, Andras The role of Allee effect in modelling post resection recurrence of glioblastoma |
title | The role of Allee effect in modelling post resection recurrence of glioblastoma |
title_full | The role of Allee effect in modelling post resection recurrence of glioblastoma |
title_fullStr | The role of Allee effect in modelling post resection recurrence of glioblastoma |
title_full_unstemmed | The role of Allee effect in modelling post resection recurrence of glioblastoma |
title_short | The role of Allee effect in modelling post resection recurrence of glioblastoma |
title_sort | role of allee effect in modelling post resection recurrence of glioblastoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5711030/ https://www.ncbi.nlm.nih.gov/pubmed/29149169 http://dx.doi.org/10.1371/journal.pcbi.1005818 |
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