Abstract
Many autoimmune diseases are characterized by a pattern of recurrence and remission, in which periods of apparent self-tolerance are punctuated by intervals of recurring autoimmunity. We introduce a newly discovered class of terminally differentiated regulatory T cells, HLA-DR+ TReg cells, into an existing autoimmune disease model. Our newly developed 4-dimensional model exhibits recurrent dynamics, which are preserved in a reduced and rescaled 3-dimensional model as well. Applying dynamical systems theory, we analyze the dynamics underlying this behavior in both the 4-dimensional and 3-dimensional models and further prove that the recurrent behavior (or oscillation) arises due to a Hopf bifurcation or a persistent oscillation rather than from homoclinic orbits. Numerical simulations are conducted to verify the analytical results and identify the recurrent parameter region.
Original language | English |
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Pages (from-to) | 1998-2025 |
Number of pages | 28 |
Journal | SIAM Journal on Applied Mathematics |
Volume | 74 |
Issue number | 6 |
DOIs | |
State | Published - 2014 |
Keywords
- Autoimmunity
- Bifurcation
- Dynamical system
- Modeling
- Recurrent infection
- Stability