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Updated: Oct 11, 2025

Author Spotlight: A Model to Study the Systemic and Local Dynamics of CD8+ T Cells During LN Metastasis
Published on: January 26, 2024
Lymph node swelling combined with temporary effector T cell retention aids T cell response in a model of adaptive
Sarah C Johnson1, Jennifer Frattolin1, Lowell T Edgar1
1Department of Bioengineering, Imperial College London, London, UK.
Insights
Lymph node swelling aids T cell (TC) activation but can reduce effector TC production. Temporarily retaining TCs during swelling optimizes immune responses, benefiting vaccine design and immuno-suppressed patients.
Area of Science:
- Immunology
- Computational Biology
- Systems Biology
Background:
- Lymph node (LN) swelling is a common feature of adaptive immune responses.
- The precise impact of LN swelling on T cell (TC) trafficking and immune outcomes remains unclear.
Purpose of the Study:
- To investigate how lymph node swelling affects T cell dynamics and immune responses.
- To model the interplay between swelling, T cell recruitment/egress, and T cell receptor (TCR) signaling.
Main Methods:
- Developed an agent-based model of the LN paracortex.
- Simulated T cell proliferation, inflammation-driven changes, and swelling effects on TC recruitment and egress.
- Incorporated regulation of sphingosine-1-phosphate receptor-1 (S1PR1) expression.
Main Results:
- LN swelling generally enhanced TC activation.
- Early swelling or low T cell frequency reduced effector CD8+ TC production due to increased TC exit.
- Extended retention of effector TCs via S1PR1 modulation mitigated negative swelling effects.
Conclusions:
- Modulating temporary effector TC retention and egress during swelling can optimize immune responses.
- This approach may benefit immuno-suppressed patients and improve vaccine design.
Abstract:
Swelling of lymph nodes (LNs) is commonly observed during the adaptive immune response, yet the impact on T cell (TC) trafficking and subsequent immune response is not well known. To better understand the effect of macro-scale alterations, we developed an agent-based model of the LN paracortex, describing the TC proliferative response to antigen-presenting dendritic cells alongside inflammation-driven and swelling-induced changes in TC recruitment and egress, while also incorporating regulation of the expression of egress-modulating TC receptor sphingosine-1-phosphate receptor-1. Analysis of the effector TC response under varying swelling conditions showed that swelling consistently aided TC activation. However, subsequent effector CD8+ TC production was reduced in scenarios where swelling occurred too early in the TC proliferative phase or when TC cognate frequency was low due to increased opportunity for TC exit. Temporarily extending retention of newly differentiated effector TCs, mediated by sphingosine-1-phosphate receptor-1 expression, mitigated any negative effects of swelling by allowing facilitation of activation to outweigh increased access to exit areas. These results suggest that targeting temporary effector TC retention and egress associated with swelling offers new ways to modulate effector TC responses in, for example, immuno-suppressed patients and to optimize of vaccine design.
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