Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Neufeld, Zoltan, von Witt, William, Lakatos, Dora, Wang, Jiaming, Hegedus, Balazs, Czirok, Andras
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
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
_version_ 1783282992742924288
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
work_keys_str_mv AT neufeldzoltan theroleofalleeeffectinmodellingpostresectionrecurrenceofglioblastoma
AT vonwittwilliam theroleofalleeeffectinmodellingpostresectionrecurrenceofglioblastoma
AT lakatosdora theroleofalleeeffectinmodellingpostresectionrecurrenceofglioblastoma
AT wangjiaming theroleofalleeeffectinmodellingpostresectionrecurrenceofglioblastoma
AT hegedusbalazs theroleofalleeeffectinmodellingpostresectionrecurrenceofglioblastoma
AT czirokandras theroleofalleeeffectinmodellingpostresectionrecurrenceofglioblastoma
AT neufeldzoltan roleofalleeeffectinmodellingpostresectionrecurrenceofglioblastoma
AT vonwittwilliam roleofalleeeffectinmodellingpostresectionrecurrenceofglioblastoma
AT lakatosdora roleofalleeeffectinmodellingpostresectionrecurrenceofglioblastoma
AT wangjiaming roleofalleeeffectinmodellingpostresectionrecurrenceofglioblastoma
AT hegedusbalazs roleofalleeeffectinmodellingpostresectionrecurrenceofglioblastoma
AT czirokandras roleofalleeeffectinmodellingpostresectionrecurrenceofglioblastoma