Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Mohammad Mirzaei, Navid, Hao, Wenrui, Shahriyari, Leili
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
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
_version_ 1785038261812461568
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