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Quantification of plasma cell dynamics using mathematical modelling.

Marcel Mohr1,2, Dirk Hose2, Anja Seckinger2

  • 1Heidelberg University, Institute of Applied Mathematics, BIOQUANT and IWR, Heidelberg, Germany.

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|February 8, 2018
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Summary
This summary is machine-generated.

This study introduces a mathematical model for plasma cell (PC) dynamics in bone marrow. The model explains how vaccination perturbs PC homeostasis and how the system recovers, detailing vaccine-specific PC competition for niche survival.

Keywords:
bone marrow nichecell population dynamicsmathematical modelplasma cellvaccination

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Area of Science:

  • Immunology
  • Mathematical Biology
  • Computational Biology

Background:

  • Plasma cells (PCs) are crucial for long-term antibody production, residing in bone marrow niches.
  • These niches provide essential growth and survival factors, ensuring PC longevity.
  • Newly generated PCs compete with resident PCs for niche occupancy after antigen encounters like vaccination.

Purpose of the Study:

  • To develop a mathematical model of healthy plasma cell dynamics within the bone marrow.
  • To analyze the competition between vaccine-induced and resident PCs for bone marrow niches.
  • To understand the recovery of plasma cell homeostasis post-vaccination.

Main Methods:

  • Parametrized mathematical modeling of plasma cell dynamics.
  • Mathematical analysis of model equations.
  • Numerical simulations to explore system behavior.

Main Results:

  • The model explains the recovery of plasma cell homeostasis after vaccine-induced perturbations.
  • It quantifies the fraction of vaccine-specific PCs within the bone marrow niche.
  • The model elucidates niche-related PC dynamics, including transition durations and rate impacts.

Conclusions:

  • The developed mathematical model provides insights into plasma cell dynamics and niche competition.
  • It offers a framework for quantifying immune responses related to plasma cells and bone marrow niches.
  • This work lays a foundation for further research into plasma cell behavior in health and disease.