TY - JOUR
T1 - Immune network behavior-I. From stationary states to limit cycle oscilations
AU - De Boer, Rob J.
AU - Perelson, Alan S.
AU - Kevrekidis, Ioannis G.
N1 - Funding Information:
We thank Dr Mark A. Taylor for reading and commenting on the manuscript. This work was performed under the auspices of the U.S. Deparment of Energy. It was supported in part by NIH Grants AI28433 and RR06555 (A. P.), by NSF Grant CTS89-57213 (I. K.) and a Packard Foundation Fellowship (I. K.). It was also supported by the Santa Fe Institute through their
PY - 1993/7
Y1 - 1993/7
N2 - We develop a model for the idiotypic interaction between two B cell clones. This model takes into account B cell proliferation, B cell maturation, antibody production, the formation and subsequent elimination of antibody-antibody complexes and recirculation of antibodies between the spleen and the blood. Here we investigate, by means of stability and bifurcation analysis, how each of the processes influences the model's behavior. After appropriate nondimensinalization, the model consists of eight ordinary differential equations and a number of parameters. We estimate the parameters from experimental sources. Using a coordinate system that exploits the pairwise symmetry of the interactions between two clones, we analyse two simplified forms of the model and obtain bifurcation diagrams showing how their five equilibrium states are related. We show that the so-called immune states lose stability if B cell and antibody concentrations change on different time scales. Additionally, we derive the structure of stable and unstable manifolds of saddle-tye equilibria, pinpoint their (global) bifurcations and show that these bifurcations play a crucial role in determining the parameter regimes in which the model exhibits oscillatory behavior.
AB - We develop a model for the idiotypic interaction between two B cell clones. This model takes into account B cell proliferation, B cell maturation, antibody production, the formation and subsequent elimination of antibody-antibody complexes and recirculation of antibodies between the spleen and the blood. Here we investigate, by means of stability and bifurcation analysis, how each of the processes influences the model's behavior. After appropriate nondimensinalization, the model consists of eight ordinary differential equations and a number of parameters. We estimate the parameters from experimental sources. Using a coordinate system that exploits the pairwise symmetry of the interactions between two clones, we analyse two simplified forms of the model and obtain bifurcation diagrams showing how their five equilibrium states are related. We show that the so-called immune states lose stability if B cell and antibody concentrations change on different time scales. Additionally, we derive the structure of stable and unstable manifolds of saddle-tye equilibria, pinpoint their (global) bifurcations and show that these bifurcations play a crucial role in determining the parameter regimes in which the model exhibits oscillatory behavior.
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U2 - 10.1007/BF02460672
DO - 10.1007/BF02460672
M3 - Article
C2 - 8318929
AN - SCOPUS:0027345308
SN - 0092-8240
VL - 55
SP - 745
EP - 780
JO - Bulletin of Mathematical Biology
JF - Bulletin of Mathematical Biology
IS - 4
ER -