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Investigating the spatial interaction of immune cells in colon cancer
The intricate network of interactions between cells and molecules in the tumor microenvironment creates a heterogeneous ecosystem. The proximity of the cells and molecules to their activators and inhibitors is essential in the progression of tumors. Here, we develop a system of partial differential...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10165418/ https://www.ncbi.nlm.nih.gov/pubmed/37168560 http://dx.doi.org/10.1016/j.isci.2023.106596 |
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author | Mohammad Mirzaei, Navid Hao, Wenrui Shahriyari, Leili |
author_facet | Mohammad Mirzaei, Navid Hao, Wenrui Shahriyari, Leili |
author_sort | Mohammad Mirzaei, Navid |
collection | PubMed |
description | The intricate network of interactions between cells and molecules in the tumor microenvironment creates a heterogeneous ecosystem. The proximity of the cells and molecules to their activators and inhibitors is essential in the progression of tumors. Here, we develop a system of partial differential equations coupled with linear elasticity to investigate the effects of spatial interactions on the tumor microenvironment. We observe interesting cell and cytokine distribution patterns, which are heavily affected by macrophages. We also see that cytotoxic T cells get recruited and suppressed at the site of macrophages. Moreover, we observe that anti-tumor macrophages reorganize the patterns in favor of a more spatially restricted cancer and necrotic core. Furthermore, the adjoint-based sensitivity analysis indicates that the most sensitive model’s parameters are directly related to macrophages. The results emphasize the widely acknowledged effect of macrophages in controlling cancer cells population and spatially arranging cells in the tumor microenvironment. |
format | Online Article Text |
id | pubmed-10165418 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-101654182023-05-09 Investigating the spatial interaction of immune cells in colon cancer Mohammad Mirzaei, Navid Hao, Wenrui Shahriyari, Leili iScience Article The intricate network of interactions between cells and molecules in the tumor microenvironment creates a heterogeneous ecosystem. The proximity of the cells and molecules to their activators and inhibitors is essential in the progression of tumors. Here, we develop a system of partial differential equations coupled with linear elasticity to investigate the effects of spatial interactions on the tumor microenvironment. We observe interesting cell and cytokine distribution patterns, which are heavily affected by macrophages. We also see that cytotoxic T cells get recruited and suppressed at the site of macrophages. Moreover, we observe that anti-tumor macrophages reorganize the patterns in favor of a more spatially restricted cancer and necrotic core. Furthermore, the adjoint-based sensitivity analysis indicates that the most sensitive model’s parameters are directly related to macrophages. The results emphasize the widely acknowledged effect of macrophages in controlling cancer cells population and spatially arranging cells in the tumor microenvironment. Elsevier 2023-04-10 /pmc/articles/PMC10165418/ /pubmed/37168560 http://dx.doi.org/10.1016/j.isci.2023.106596 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Mohammad Mirzaei, Navid Hao, Wenrui Shahriyari, Leili Investigating the spatial interaction of immune cells in colon cancer |
title | Investigating the spatial interaction of immune cells in colon cancer |
title_full | Investigating the spatial interaction of immune cells in colon cancer |
title_fullStr | Investigating the spatial interaction of immune cells in colon cancer |
title_full_unstemmed | Investigating the spatial interaction of immune cells in colon cancer |
title_short | Investigating the spatial interaction of immune cells in colon cancer |
title_sort | investigating the spatial interaction of immune cells in colon cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10165418/ https://www.ncbi.nlm.nih.gov/pubmed/37168560 http://dx.doi.org/10.1016/j.isci.2023.106596 |
work_keys_str_mv | AT mohammadmirzaeinavid investigatingthespatialinteractionofimmunecellsincoloncancer AT haowenrui investigatingthespatialinteractionofimmunecellsincoloncancer AT shahriyarileili investigatingthespatialinteractionofimmunecellsincoloncancer |