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The role of cell location and spatial gradients in the evolutionary dynamics of colon and intestinal crypts

BACKGROUND: Colon and intestinal crypts serve as an important model system for adult stem cell proliferation and differentiation. We develop a spatial stochastic model to study the rate of somatic evolution in a normal crypt, focusing on the production of two-hit mutants that inactivate a tumor supp...

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Autores principales: Shahriyari, Leili, Komarova, Natalia L., Jilkine, Alexandra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4994304/
https://www.ncbi.nlm.nih.gov/pubmed/27549762
http://dx.doi.org/10.1186/s13062-016-0141-6
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author Shahriyari, Leili
Komarova, Natalia L.
Jilkine, Alexandra
author_facet Shahriyari, Leili
Komarova, Natalia L.
Jilkine, Alexandra
author_sort Shahriyari, Leili
collection PubMed
description BACKGROUND: Colon and intestinal crypts serve as an important model system for adult stem cell proliferation and differentiation. We develop a spatial stochastic model to study the rate of somatic evolution in a normal crypt, focusing on the production of two-hit mutants that inactivate a tumor suppressor gene. We investigate the effect of cell division pattern along the crypt on mutant production, assuming that the division rate of each cell depends on its location. RESULTS: We find that higher probability of division at the bottom of the crypt, where the stem cells are located, leads to a higher rate of double-hit mutant production. The optimal case for delaying mutations occurs when most of the cell divisions happen at the top of the crypt. We further consider an optimization problem where the “evolutionary” penalty for double-hit mutant generation is complemented with a “functional” penalty that assures that fully differentiated cells at the top of the crypt cannot divide. CONCLUSION: The trade-off between the two types of objectives leads to the selection of an intermediate division pattern, where the cells in the middle of the crypt divide with the highest rate. This matches the pattern of cell divisions obtained experimentally in murine crypts. REVIEWERS: This article was reviewed by David Axelrod (nominated by an Editorial Board member, Marek Kimmel), Yang Kuang and Anna Marciniak-Czochra. For the full reviews, please go to the Reviewers’ comments section. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13062-016-0141-6) contains supplementary material, which is available to authorized users.
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spelling pubmed-49943042016-08-24 The role of cell location and spatial gradients in the evolutionary dynamics of colon and intestinal crypts Shahriyari, Leili Komarova, Natalia L. Jilkine, Alexandra Biol Direct Research BACKGROUND: Colon and intestinal crypts serve as an important model system for adult stem cell proliferation and differentiation. We develop a spatial stochastic model to study the rate of somatic evolution in a normal crypt, focusing on the production of two-hit mutants that inactivate a tumor suppressor gene. We investigate the effect of cell division pattern along the crypt on mutant production, assuming that the division rate of each cell depends on its location. RESULTS: We find that higher probability of division at the bottom of the crypt, where the stem cells are located, leads to a higher rate of double-hit mutant production. The optimal case for delaying mutations occurs when most of the cell divisions happen at the top of the crypt. We further consider an optimization problem where the “evolutionary” penalty for double-hit mutant generation is complemented with a “functional” penalty that assures that fully differentiated cells at the top of the crypt cannot divide. CONCLUSION: The trade-off between the two types of objectives leads to the selection of an intermediate division pattern, where the cells in the middle of the crypt divide with the highest rate. This matches the pattern of cell divisions obtained experimentally in murine crypts. REVIEWERS: This article was reviewed by David Axelrod (nominated by an Editorial Board member, Marek Kimmel), Yang Kuang and Anna Marciniak-Czochra. For the full reviews, please go to the Reviewers’ comments section. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13062-016-0141-6) contains supplementary material, which is available to authorized users. BioMed Central 2016-08-23 /pmc/articles/PMC4994304/ /pubmed/27549762 http://dx.doi.org/10.1186/s13062-016-0141-6 Text en © The Author(s) 2016 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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.
spellingShingle Research
Shahriyari, Leili
Komarova, Natalia L.
Jilkine, Alexandra
The role of cell location and spatial gradients in the evolutionary dynamics of colon and intestinal crypts
title The role of cell location and spatial gradients in the evolutionary dynamics of colon and intestinal crypts
title_full The role of cell location and spatial gradients in the evolutionary dynamics of colon and intestinal crypts
title_fullStr The role of cell location and spatial gradients in the evolutionary dynamics of colon and intestinal crypts
title_full_unstemmed The role of cell location and spatial gradients in the evolutionary dynamics of colon and intestinal crypts
title_short The role of cell location and spatial gradients in the evolutionary dynamics of colon and intestinal crypts
title_sort role of cell location and spatial gradients in the evolutionary dynamics of colon and intestinal crypts
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4994304/
https://www.ncbi.nlm.nih.gov/pubmed/27549762
http://dx.doi.org/10.1186/s13062-016-0141-6
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