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Multistage feedback-driven compartmental dynamics of hematopoiesis
Human hematopoiesis is surprisingly resilient to disruptions, providing suitable responses to severe bleeding, long-lasting immune activation, and even bone marrow transplants. Still, many blood disorders exist which push the system past its natural plasticity, resulting in abnormalities in the circ...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8050392/ https://www.ncbi.nlm.nih.gov/pubmed/33889822 http://dx.doi.org/10.1016/j.isci.2021.102326 |
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author | Mon Père, Nathaniel Vincent Lenaerts, Tom Pacheco, Jorge Manuel dos Santos Dingli, David |
author_facet | Mon Père, Nathaniel Vincent Lenaerts, Tom Pacheco, Jorge Manuel dos Santos Dingli, David |
author_sort | Mon Père, Nathaniel Vincent |
collection | PubMed |
description | Human hematopoiesis is surprisingly resilient to disruptions, providing suitable responses to severe bleeding, long-lasting immune activation, and even bone marrow transplants. Still, many blood disorders exist which push the system past its natural plasticity, resulting in abnormalities in the circulating blood. While proper treatment of such diseases can benefit from understanding the underlying cell dynamics, these are non-trivial to predict due to the hematopoietic system's hierarchical nature and complex feedback networks. To characterize the dynamics following different types of perturbations, we investigate a model representing hematopoiesis as a sequence of compartments covering all maturation stages—from stem to mature cells—where feedback regulates cell production to ongoing necessities. We find that a stable response to perturbations requires the simultaneous adaptation of cell differentiation and self-renewal rates, and show that under conditions of continuous disruption—as found in chronic hemolytic states—compartment cell numbers evolve to novel stable states. |
format | Online Article Text |
id | pubmed-8050392 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-80503922021-04-21 Multistage feedback-driven compartmental dynamics of hematopoiesis Mon Père, Nathaniel Vincent Lenaerts, Tom Pacheco, Jorge Manuel dos Santos Dingli, David iScience Article Human hematopoiesis is surprisingly resilient to disruptions, providing suitable responses to severe bleeding, long-lasting immune activation, and even bone marrow transplants. Still, many blood disorders exist which push the system past its natural plasticity, resulting in abnormalities in the circulating blood. While proper treatment of such diseases can benefit from understanding the underlying cell dynamics, these are non-trivial to predict due to the hematopoietic system's hierarchical nature and complex feedback networks. To characterize the dynamics following different types of perturbations, we investigate a model representing hematopoiesis as a sequence of compartments covering all maturation stages—from stem to mature cells—where feedback regulates cell production to ongoing necessities. We find that a stable response to perturbations requires the simultaneous adaptation of cell differentiation and self-renewal rates, and show that under conditions of continuous disruption—as found in chronic hemolytic states—compartment cell numbers evolve to novel stable states. Elsevier 2021-03-18 /pmc/articles/PMC8050392/ /pubmed/33889822 http://dx.doi.org/10.1016/j.isci.2021.102326 Text en © 2021 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 Mon Père, Nathaniel Vincent Lenaerts, Tom Pacheco, Jorge Manuel dos Santos Dingli, David Multistage feedback-driven compartmental dynamics of hematopoiesis |
title | Multistage feedback-driven compartmental dynamics of hematopoiesis |
title_full | Multistage feedback-driven compartmental dynamics of hematopoiesis |
title_fullStr | Multistage feedback-driven compartmental dynamics of hematopoiesis |
title_full_unstemmed | Multistage feedback-driven compartmental dynamics of hematopoiesis |
title_short | Multistage feedback-driven compartmental dynamics of hematopoiesis |
title_sort | multistage feedback-driven compartmental dynamics of hematopoiesis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8050392/ https://www.ncbi.nlm.nih.gov/pubmed/33889822 http://dx.doi.org/10.1016/j.isci.2021.102326 |
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