Publication: Dynamical properties of feedback signalling in B lymphopoiesis: A mathematical modelling approach.
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Identifiers
Date
2021-03-19
Authors
Chulian, Salvador
Martinez-Rubio, Alvaro
Marciniak-Czochra, Anna
Stiehl, Thomas
Goñi, Cristina Blazquez
Rodriguez Gutierrez, Juan Francisco
Ramirez Orellana, Manuel
Castillo Robleda, Ana
Perez-Garcia, Victor M
Rosa, Maria
Advisors
Journal Title
Journal ISSN
Volume Title
Publisher
Elsevier
Abstract
Haematopoiesis is the process of generation of blood cells. Lymphopoiesis generates lymphocytes, the cells in charge of the adaptive immune response. Disruptions of this process are associated with diseases like leukaemia, which is especially incident in children. The characteristics of self-regulation of this process make them suitable for a mathematical study. In this paper we develop mathematical models of lymphopoiesis using currently available data. We do this by drawing inspiration from existing structured models of cell lineage development and integrating them with paediatric bone marrow data, with special focus on regulatory mechanisms. A formal analysis of the models is carried out, giving steady states and their stability conditions. We use this analysis to obtain biologically relevant regions of the parameter space and to understand the dynamical behaviour of B-cell renovation. Finally, we use numerical simulations to obtain further insight into the influence of proliferation and maturation rates on the reconstitution of the cells in the B line. We conclude that a model including feedback regulation of cell proliferation represents a biologically plausible depiction for B-cell reconstitution in bone marrow. Research into haematological disorders could benefit from a precise dynamical description of B lymphopoiesis.
Description
MeSH Terms
B-lymphocytes
Cell lineage
Child
Feedback
Humans
Lymphopoiesis
Models, theoretical
Cell lineage
Child
Feedback
Humans
Lymphopoiesis
Models, theoretical
DeCS Terms
Linaje de la célula
Linfocitos B
Linfopoyesis
Modelos teóricos
Niño
Retroalimentación
Linfocitos B
Linfopoyesis
Modelos teóricos
Niño
Retroalimentación
CIE Terms
Keywords
Haematopoiesis, Lymphopoiesis, Mathematical medicine, Mathematical modelling, Área de Gestión Sanitaria de Jerez, Costa Noroeste y Sierra de Cádiz
Citation
Chulián S, Martínez-Rubio Á, Marciniak-Czochra A, Stiehl T, Goñi CB, Rodríguez Gutiérrez JF, et al. Dynamical properties of feedback signalling in B lymphopoiesis: A mathematical modelling approach. J Theor Biol. 2021 Aug 7;522:110685