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Three-Dimensional Modeling of Avascular Tumor Growth in Both Static and Dynamic Culture Platforms

Microfluidic cell culture platforms are ideal candidates for modeling the native tumor microenvironment because they can precisely reconstruct in vivo cellular behavior. Moreover, mathematical modeling of tumor growth can pave the way toward description and prediction of growth pattern as well as im...

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Autores principales: Taghibakhshi, Ali, Barisam, Maryam, Saidi, Mohammad Said, Kashaninejad, Navid, Nguyen, Nam-Trung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6780963/
https://www.ncbi.nlm.nih.gov/pubmed/31480431
http://dx.doi.org/10.3390/mi10090580
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author Taghibakhshi, Ali
Barisam, Maryam
Saidi, Mohammad Said
Kashaninejad, Navid
Nguyen, Nam-Trung
author_facet Taghibakhshi, Ali
Barisam, Maryam
Saidi, Mohammad Said
Kashaninejad, Navid
Nguyen, Nam-Trung
author_sort Taghibakhshi, Ali
collection PubMed
description Microfluidic cell culture platforms are ideal candidates for modeling the native tumor microenvironment because they can precisely reconstruct in vivo cellular behavior. Moreover, mathematical modeling of tumor growth can pave the way toward description and prediction of growth pattern as well as improving cancer treatment. In this study, a modified mathematical model based on concentration distribution is applied to tumor growth in both conventional static culture and dynamic microfluidic cell culture systems. Apoptosis and necrosis mechanisms are considered as the main inhibitory factors in the model, while tumor growth rate and nutrient consumption rate are modified in both quiescent and proliferative zones. We show that such modification can better predict the experimental results of tumor growth reported in the literature. Using numerical simulations, the effects of the concentrations of the nutrients as well as the initial tumor radius on the tumor growth are investigated and discussed. Furthermore, tumor growth is simulated by taking into account the dynamic perfusion into the proposed model. Subsequently, tumor growth kinetics in a three-dimensional (3D) microfluidic device containing a U-shaped barrier is numerically studied. For this case, the effect of the flow rate of culture medium on tumor growth is investigated as well. Finally, to evaluate the impact of the trap geometry on the tumor growth, a comparison is made between the tumor growth kinetics in two frequently used traps in microfluidic cell culture systems, i.e., the U-shaped barrier and microwell structures. The proposed model can provide insight into better predicting the growth and development of avascular tumor in both static and dynamic cell culture platforms.
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spelling pubmed-67809632019-10-30 Three-Dimensional Modeling of Avascular Tumor Growth in Both Static and Dynamic Culture Platforms Taghibakhshi, Ali Barisam, Maryam Saidi, Mohammad Said Kashaninejad, Navid Nguyen, Nam-Trung Micromachines (Basel) Article Microfluidic cell culture platforms are ideal candidates for modeling the native tumor microenvironment because they can precisely reconstruct in vivo cellular behavior. Moreover, mathematical modeling of tumor growth can pave the way toward description and prediction of growth pattern as well as improving cancer treatment. In this study, a modified mathematical model based on concentration distribution is applied to tumor growth in both conventional static culture and dynamic microfluidic cell culture systems. Apoptosis and necrosis mechanisms are considered as the main inhibitory factors in the model, while tumor growth rate and nutrient consumption rate are modified in both quiescent and proliferative zones. We show that such modification can better predict the experimental results of tumor growth reported in the literature. Using numerical simulations, the effects of the concentrations of the nutrients as well as the initial tumor radius on the tumor growth are investigated and discussed. Furthermore, tumor growth is simulated by taking into account the dynamic perfusion into the proposed model. Subsequently, tumor growth kinetics in a three-dimensional (3D) microfluidic device containing a U-shaped barrier is numerically studied. For this case, the effect of the flow rate of culture medium on tumor growth is investigated as well. Finally, to evaluate the impact of the trap geometry on the tumor growth, a comparison is made between the tumor growth kinetics in two frequently used traps in microfluidic cell culture systems, i.e., the U-shaped barrier and microwell structures. The proposed model can provide insight into better predicting the growth and development of avascular tumor in both static and dynamic cell culture platforms. MDPI 2019-08-31 /pmc/articles/PMC6780963/ /pubmed/31480431 http://dx.doi.org/10.3390/mi10090580 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Taghibakhshi, Ali
Barisam, Maryam
Saidi, Mohammad Said
Kashaninejad, Navid
Nguyen, Nam-Trung
Three-Dimensional Modeling of Avascular Tumor Growth in Both Static and Dynamic Culture Platforms
title Three-Dimensional Modeling of Avascular Tumor Growth in Both Static and Dynamic Culture Platforms
title_full Three-Dimensional Modeling of Avascular Tumor Growth in Both Static and Dynamic Culture Platforms
title_fullStr Three-Dimensional Modeling of Avascular Tumor Growth in Both Static and Dynamic Culture Platforms
title_full_unstemmed Three-Dimensional Modeling of Avascular Tumor Growth in Both Static and Dynamic Culture Platforms
title_short Three-Dimensional Modeling of Avascular Tumor Growth in Both Static and Dynamic Culture Platforms
title_sort three-dimensional modeling of avascular tumor growth in both static and dynamic culture platforms
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6780963/
https://www.ncbi.nlm.nih.gov/pubmed/31480431
http://dx.doi.org/10.3390/mi10090580
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