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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...

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Detalles Bibliográficos
Autores principales: Mon Père, Nathaniel Vincent, Lenaerts, Tom, Pacheco, Jorge Manuel dos Santos, Dingli, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
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.
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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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