TY - JOUR
T1 - Multistage feedback-driven compartmental dynamics of hematopoiesis
AU - Mon Père, Nathaniel Vincent
AU - Lenaerts, Tom
AU - Pacheco, Jorge Manuel dos Santos
AU - Dingli, David
N1 - Funding Information:
Nathaniel V. Mon Père gratefully acknowledges the funding of Télévie grant nr. 7652018F for supporting the research performed in this work. T.L. acknowledges the support of the F.W.O., through the project nr. G.0259.15, the F.N.R.S., through the project nr. 31257234 and FLAG-ERA JCT 2016 through the FuturICT2.0 ( www.futurict2.eu ) project. Jorge M. Pacheco gratefully acknowledges funding from Fundação para a Ciência e a Tecnologia Portugal through grants PTDC/MAT/STA/3358/2014 and PTDC/MAT-APL/6804/2020 .
Funding Information:
Nathaniel V. Mon Père gratefully acknowledges the funding of Télévie grant nr. 7652018F for supporting the research performed in this work. T.L. acknowledges the support of the F.W.O. through the project nr. G.0259.15, the F.N.R.S. through the project nr. 31257234 and FLAG-ERA JCT 2016 through the FuturICT2.0 (www.futurict2.eu) project. Jorge M. Pacheco gratefully acknowledges funding from Fundação para a Ciência e a Tecnologia Portugal through grants PTDC/MAT/STA/3358/2014 and PTDC/MAT-APL/6804/2020. Conceptualization, N.V.M. T.L. J.M.P. and D.D.; methodology, N.V.M. and J.M.P.; software, N.V.M.; formal analysis, N.V.M. and J.M.P.; writing – original draft, N.V.M. T.L. J.M.P. and D.D.; writing – review & editing, N.V.M. T.L. J.M.P. and D.D. The authors declare no competing interests.
Publisher Copyright:
© 2021 The Author(s)
PY - 2021/4/23
Y1 - 2021/4/23
N2 - 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.
AB - 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.
KW - Bioinformatics
KW - Mathematical Biosciences
KW - Systems Biology
UR - http://www.scopus.com/inward/record.url?scp=85103675653&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85103675653&partnerID=8YFLogxK
U2 - 10.1016/j.isci.2021.102326
DO - 10.1016/j.isci.2021.102326
M3 - Article
AN - SCOPUS:85103675653
SN - 2589-0042
VL - 24
JO - iScience
JF - iScience
IS - 4
M1 - 102326
ER -