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Mathematical modelling identifies conditions for maintaining and escaping feedback control in the intestinal epithelium
The intestinal epithelium is one of the fastest renewing tissues in mammals. It shows a hierarchical organisation, where intestinal stem cells at the base of crypts give rise to rapidly dividing transit amplifying cells that in turn renew the pool of short-lived differentiated cells. Upon injury and...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8976856/ https://www.ncbi.nlm.nih.gov/pubmed/35368028 http://dx.doi.org/10.1038/s41598-022-09202-z |
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author | Fischer, Matthias M. Herzel, Hanspeter Blüthgen, Nils |
author_facet | Fischer, Matthias M. Herzel, Hanspeter Blüthgen, Nils |
author_sort | Fischer, Matthias M. |
collection | PubMed |
description | The intestinal epithelium is one of the fastest renewing tissues in mammals. It shows a hierarchical organisation, where intestinal stem cells at the base of crypts give rise to rapidly dividing transit amplifying cells that in turn renew the pool of short-lived differentiated cells. Upon injury and stem-cell loss, cells can also de-differentiate. Tissue homeostasis requires a tightly regulated balance of differentiation and stem cell proliferation, and failure can lead to tissue extinction or to unbounded growth and cancerous lesions. Here, we present a two-compartment mathematical model of intestinal epithelium population dynamics that includes a known feedback inhibition of stem cell differentiation by differentiated cells. The model shows that feedback regulation stabilises the number of differentiated cells as these become invariant to changes in their apoptosis rate. Stability of the system is largely independent of feedback strength and shape, but specific thresholds exist which if bypassed cause unbounded growth. When dedifferentiation is added to the model, we find that the system can recover faster after certain external perturbations. However, dedifferentiation makes the system more prone to losing homeostasis. Taken together, our mathematical model shows how a feedback-controlled hierarchical tissue can maintain homeostasis and can be robust to many external perturbations. |
format | Online Article Text |
id | pubmed-8976856 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-89768562022-04-05 Mathematical modelling identifies conditions for maintaining and escaping feedback control in the intestinal epithelium Fischer, Matthias M. Herzel, Hanspeter Blüthgen, Nils Sci Rep Article The intestinal epithelium is one of the fastest renewing tissues in mammals. It shows a hierarchical organisation, where intestinal stem cells at the base of crypts give rise to rapidly dividing transit amplifying cells that in turn renew the pool of short-lived differentiated cells. Upon injury and stem-cell loss, cells can also de-differentiate. Tissue homeostasis requires a tightly regulated balance of differentiation and stem cell proliferation, and failure can lead to tissue extinction or to unbounded growth and cancerous lesions. Here, we present a two-compartment mathematical model of intestinal epithelium population dynamics that includes a known feedback inhibition of stem cell differentiation by differentiated cells. The model shows that feedback regulation stabilises the number of differentiated cells as these become invariant to changes in their apoptosis rate. Stability of the system is largely independent of feedback strength and shape, but specific thresholds exist which if bypassed cause unbounded growth. When dedifferentiation is added to the model, we find that the system can recover faster after certain external perturbations. However, dedifferentiation makes the system more prone to losing homeostasis. Taken together, our mathematical model shows how a feedback-controlled hierarchical tissue can maintain homeostasis and can be robust to many external perturbations. Nature Publishing Group UK 2022-04-02 /pmc/articles/PMC8976856/ /pubmed/35368028 http://dx.doi.org/10.1038/s41598-022-09202-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Fischer, Matthias M. Herzel, Hanspeter Blüthgen, Nils Mathematical modelling identifies conditions for maintaining and escaping feedback control in the intestinal epithelium |
title | Mathematical modelling identifies conditions for maintaining and escaping feedback control in the intestinal epithelium |
title_full | Mathematical modelling identifies conditions for maintaining and escaping feedback control in the intestinal epithelium |
title_fullStr | Mathematical modelling identifies conditions for maintaining and escaping feedback control in the intestinal epithelium |
title_full_unstemmed | Mathematical modelling identifies conditions for maintaining and escaping feedback control in the intestinal epithelium |
title_short | Mathematical modelling identifies conditions for maintaining and escaping feedback control in the intestinal epithelium |
title_sort | mathematical modelling identifies conditions for maintaining and escaping feedback control in the intestinal epithelium |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8976856/ https://www.ncbi.nlm.nih.gov/pubmed/35368028 http://dx.doi.org/10.1038/s41598-022-09202-z |
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