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Multi-scale mathematical modelling of tumour growth and microenvironments in anti-angiogenic therapy

BACKGROUND: Angiogenesis, a process of generation of new blood vessels from the pre-existing vasculature, has been demonstrated to be a basic prerequisite for sustainable growth and proliferation of tumour. Anti-angiogenic treatments show normalization of tumour vasculature and microenvironment at l...

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Autores principales: Cai, Yan, Zhang, Jie, Li, Zhiyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5259872/
https://www.ncbi.nlm.nih.gov/pubmed/28155728
http://dx.doi.org/10.1186/s12938-016-0275-x
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author Cai, Yan
Zhang, Jie
Li, Zhiyong
author_facet Cai, Yan
Zhang, Jie
Li, Zhiyong
author_sort Cai, Yan
collection PubMed
description BACKGROUND: Angiogenesis, a process of generation of new blood vessels from the pre-existing vasculature, has been demonstrated to be a basic prerequisite for sustainable growth and proliferation of tumour. Anti-angiogenic treatments show normalization of tumour vasculature and microenvironment at least transiently in both preclinical and clinical settings. METHODS: In this study, we proposed a multi-scale mathematical model to simulate the dynamic changes of tumour microvasculature and microenvironment in response to anti-angiogenic drug endostatin (ES). We incorporated tumour growth, angiogenesis and vessel remodelling at tissue level, by coupling tumour cell phenotypes and endothelial cell behaviour in response to local chemical and haemodynamical microenvironment. RESULTS: Computational simulation results showed the tumour morphology and growth curves in general tumour progression and following different anti-angiogenic drug strategies. Furthermore, different anti-angiogenic drug strategies were designed to test the influence of ES on tumour growth and morphology. The largest reduction of tumour size was found when ES is injected at simulation time 100, which was concomitant with the emergence of angiogenesis phase. CONCLUSION: The proposed model not only can predict detailed information of chemicals distribution and vessel remodelling, but also has the potential to specific anti-angiogenic drugs by modifying certain functional modules.
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spelling pubmed-52598722017-01-26 Multi-scale mathematical modelling of tumour growth and microenvironments in anti-angiogenic therapy Cai, Yan Zhang, Jie Li, Zhiyong Biomed Eng Online Research BACKGROUND: Angiogenesis, a process of generation of new blood vessels from the pre-existing vasculature, has been demonstrated to be a basic prerequisite for sustainable growth and proliferation of tumour. Anti-angiogenic treatments show normalization of tumour vasculature and microenvironment at least transiently in both preclinical and clinical settings. METHODS: In this study, we proposed a multi-scale mathematical model to simulate the dynamic changes of tumour microvasculature and microenvironment in response to anti-angiogenic drug endostatin (ES). We incorporated tumour growth, angiogenesis and vessel remodelling at tissue level, by coupling tumour cell phenotypes and endothelial cell behaviour in response to local chemical and haemodynamical microenvironment. RESULTS: Computational simulation results showed the tumour morphology and growth curves in general tumour progression and following different anti-angiogenic drug strategies. Furthermore, different anti-angiogenic drug strategies were designed to test the influence of ES on tumour growth and morphology. The largest reduction of tumour size was found when ES is injected at simulation time 100, which was concomitant with the emergence of angiogenesis phase. CONCLUSION: The proposed model not only can predict detailed information of chemicals distribution and vessel remodelling, but also has the potential to specific anti-angiogenic drugs by modifying certain functional modules. BioMed Central 2016-12-28 /pmc/articles/PMC5259872/ /pubmed/28155728 http://dx.doi.org/10.1186/s12938-016-0275-x Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Cai, Yan
Zhang, Jie
Li, Zhiyong
Multi-scale mathematical modelling of tumour growth and microenvironments in anti-angiogenic therapy
title Multi-scale mathematical modelling of tumour growth and microenvironments in anti-angiogenic therapy
title_full Multi-scale mathematical modelling of tumour growth and microenvironments in anti-angiogenic therapy
title_fullStr Multi-scale mathematical modelling of tumour growth and microenvironments in anti-angiogenic therapy
title_full_unstemmed Multi-scale mathematical modelling of tumour growth and microenvironments in anti-angiogenic therapy
title_short Multi-scale mathematical modelling of tumour growth and microenvironments in anti-angiogenic therapy
title_sort multi-scale mathematical modelling of tumour growth and microenvironments in anti-angiogenic therapy
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5259872/
https://www.ncbi.nlm.nih.gov/pubmed/28155728
http://dx.doi.org/10.1186/s12938-016-0275-x
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