Extracellular matrix density regulates the formation of tumour spheroids through cell migration.

In this work, we show how the mechanical properties of the cellular microenvironment modulate the growth of tumour spheroids. Based on the composition of the extracellular matrix, its stiffness and architecture can significantly vary, subsequently influencing cell movement and tumour growth. However...

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Main Authors: Inês G Gonçalves, Jose Manuel Garcia-Aznar
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-02-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1008764
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spelling doaj-a4e9b05544ad439db95ac08723be7d342021-07-09T04:31:56ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582021-02-01172e100876410.1371/journal.pcbi.1008764Extracellular matrix density regulates the formation of tumour spheroids through cell migration.Inês G GonçalvesJose Manuel Garcia-AznarIn this work, we show how the mechanical properties of the cellular microenvironment modulate the growth of tumour spheroids. Based on the composition of the extracellular matrix, its stiffness and architecture can significantly vary, subsequently influencing cell movement and tumour growth. However, it is still unclear exactly how both of these processes are regulated by the matrix composition. Here, we present a centre-based computational model that describes how collagen density, which modulates the steric hindrance properties of the matrix, governs individual cell migration and, consequently, leads to the formation of multicellular clusters of varying size. The model was calibrated using previously published experimental data, replicating a set of experiments in which cells were seeded in collagen matrices of different collagen densities, hence producing distinct mechanical properties. At an initial stage, we tracked individual cell trajectories and speeds. Subsequently, the formation of multicellular clusters was also analysed by quantifying their size. Overall, the results showed that our model could accurately replicate what was previously seen experimentally. Specifically, we showed that cells seeded in matrices with low collagen density tended to migrate more. Accordingly, cells strayed away from their original cluster and thus promoted the formation of small structures. In contrast, we also showed that high collagen densities hindered cell migration and produced multicellular clusters with increased volume. In conclusion, this model not only establishes a relation between matrix density and individual cell migration but also showcases how migration, or its inhibition, modulates tumour growth.https://doi.org/10.1371/journal.pcbi.1008764
collection DOAJ
language English
format Article
sources DOAJ
author Inês G Gonçalves
Jose Manuel Garcia-Aznar
spellingShingle Inês G Gonçalves
Jose Manuel Garcia-Aznar
Extracellular matrix density regulates the formation of tumour spheroids through cell migration.
PLoS Computational Biology
author_facet Inês G Gonçalves
Jose Manuel Garcia-Aznar
author_sort Inês G Gonçalves
title Extracellular matrix density regulates the formation of tumour spheroids through cell migration.
title_short Extracellular matrix density regulates the formation of tumour spheroids through cell migration.
title_full Extracellular matrix density regulates the formation of tumour spheroids through cell migration.
title_fullStr Extracellular matrix density regulates the formation of tumour spheroids through cell migration.
title_full_unstemmed Extracellular matrix density regulates the formation of tumour spheroids through cell migration.
title_sort extracellular matrix density regulates the formation of tumour spheroids through cell migration.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2021-02-01
description In this work, we show how the mechanical properties of the cellular microenvironment modulate the growth of tumour spheroids. Based on the composition of the extracellular matrix, its stiffness and architecture can significantly vary, subsequently influencing cell movement and tumour growth. However, it is still unclear exactly how both of these processes are regulated by the matrix composition. Here, we present a centre-based computational model that describes how collagen density, which modulates the steric hindrance properties of the matrix, governs individual cell migration and, consequently, leads to the formation of multicellular clusters of varying size. The model was calibrated using previously published experimental data, replicating a set of experiments in which cells were seeded in collagen matrices of different collagen densities, hence producing distinct mechanical properties. At an initial stage, we tracked individual cell trajectories and speeds. Subsequently, the formation of multicellular clusters was also analysed by quantifying their size. Overall, the results showed that our model could accurately replicate what was previously seen experimentally. Specifically, we showed that cells seeded in matrices with low collagen density tended to migrate more. Accordingly, cells strayed away from their original cluster and thus promoted the formation of small structures. In contrast, we also showed that high collagen densities hindered cell migration and produced multicellular clusters with increased volume. In conclusion, this model not only establishes a relation between matrix density and individual cell migration but also showcases how migration, or its inhibition, modulates tumour growth.
url https://doi.org/10.1371/journal.pcbi.1008764
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