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Modelling the effect of subcellular mutations on the migration of cells in the colorectal crypt
BACKGROUND: Many cancers arise from mutations in cells within epithelial tissues. Mutations manifesting at the subcellular level influence the structure and function of the tissue resulting in cancer. Previous work has proposed how cell level properties can lead to mutant cell invasion, but has not...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7053074/ https://www.ncbi.nlm.nih.gov/pubmed/32126976 http://dx.doi.org/10.1186/s12859-020-3391-3 |
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author | Romijn, Lotte B. Almet, Axel A. Tan, Chin Wee Osborne, James M. |
author_facet | Romijn, Lotte B. Almet, Axel A. Tan, Chin Wee Osborne, James M. |
author_sort | Romijn, Lotte B. |
collection | PubMed |
description | BACKGROUND: Many cancers arise from mutations in cells within epithelial tissues. Mutations manifesting at the subcellular level influence the structure and function of the tissue resulting in cancer. Previous work has proposed how cell level properties can lead to mutant cell invasion, but has not incorporated detailed subcellular modelling RESULTS: We present a framework that allows the straightforward integration and simulation of SBML representations of subcellular dynamics within multiscale models of epithelial tissues. This allows us to investigate the effect of mutations in subcellular pathways on the migration of cells within the colorectal crypt. Using multiple models we find that mutations in APC, a key component in the Wnt signalling pathway, can bias neutral drift and can also cause downward invasion of mutant cells in the crypt. CONCLUSIONS: Our framework allows us to investigate how subcellular mutations, i.e. knockouts and knockdowns, affect cell-level properties and the resultant migration of cells within epithelial tissues. In the context of the colorectal crypt, we see that mutations in APC can lead directly to mutant cell invasion. |
format | Online Article Text |
id | pubmed-7053074 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-70530742020-03-10 Modelling the effect of subcellular mutations on the migration of cells in the colorectal crypt Romijn, Lotte B. Almet, Axel A. Tan, Chin Wee Osborne, James M. BMC Bioinformatics Research Article BACKGROUND: Many cancers arise from mutations in cells within epithelial tissues. Mutations manifesting at the subcellular level influence the structure and function of the tissue resulting in cancer. Previous work has proposed how cell level properties can lead to mutant cell invasion, but has not incorporated detailed subcellular modelling RESULTS: We present a framework that allows the straightforward integration and simulation of SBML representations of subcellular dynamics within multiscale models of epithelial tissues. This allows us to investigate the effect of mutations in subcellular pathways on the migration of cells within the colorectal crypt. Using multiple models we find that mutations in APC, a key component in the Wnt signalling pathway, can bias neutral drift and can also cause downward invasion of mutant cells in the crypt. CONCLUSIONS: Our framework allows us to investigate how subcellular mutations, i.e. knockouts and knockdowns, affect cell-level properties and the resultant migration of cells within epithelial tissues. In the context of the colorectal crypt, we see that mutations in APC can lead directly to mutant cell invasion. BioMed Central 2020-03-03 /pmc/articles/PMC7053074/ /pubmed/32126976 http://dx.doi.org/10.1186/s12859-020-3391-3 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. 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 in a credit line to the data. |
spellingShingle | Research Article Romijn, Lotte B. Almet, Axel A. Tan, Chin Wee Osborne, James M. Modelling the effect of subcellular mutations on the migration of cells in the colorectal crypt |
title | Modelling the effect of subcellular mutations on the migration of cells in the colorectal crypt |
title_full | Modelling the effect of subcellular mutations on the migration of cells in the colorectal crypt |
title_fullStr | Modelling the effect of subcellular mutations on the migration of cells in the colorectal crypt |
title_full_unstemmed | Modelling the effect of subcellular mutations on the migration of cells in the colorectal crypt |
title_short | Modelling the effect of subcellular mutations on the migration of cells in the colorectal crypt |
title_sort | modelling the effect of subcellular mutations on the migration of cells in the colorectal crypt |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7053074/ https://www.ncbi.nlm.nih.gov/pubmed/32126976 http://dx.doi.org/10.1186/s12859-020-3391-3 |
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