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Updated: Jul 9, 2026

Semi-automated Biopanning of Bacterial Display Libraries for Peptide Affinity Reagent Discovery and Analysis of Resulting Isolates
Published on: December 6, 2017
A deterministic model for the processing and presentation of bacteria-derived antigenic peptides.
1Institut für Medizinische Mikrobiologie und Hygiene, Fakultät für Medizin Mannheim der Universität Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany.
Antigen supply dynamics shape cellular antigen presentation patterns. Mathematical modeling reveals distinct patterns based on antigen source and cell type, influencing immune responses.
Area of Science:
- Immunology
- Computational Biology
- Microbial Pathogenesis
Background:
- Antigen processing and presentation are crucial for adaptive immunity.
- The kinetics of antigen supply vary significantly across different microbial antigens and antigen-presenting cells (APCs).
- The precise impact of antigen supply dynamics on APC presentation patterns remains largely unknown.
Purpose of the Study:
- To develop a mathematical model for microbial antigen processing and presentation.
- To investigate how antigen supply kinetics influence the antigen presentation patterns of different APC types.
- To reevaluate existing experimental data in light of the model's predictions.
Main Methods:
- Development of a basic deterministic mathematical model for antigen processing and presentation.
- Simulation of antigen presentation patterns under varying conditions of antigen supply.
- Reanalysis of published experimental data on Listeria monocytogenes antigen presentation.
Main Results:
- The model predicts distinct antigen presentation patterns for different APCs (e.g., exogenous antigen presentation, cross-presentation, presentation from replicating microbes, or blocked antigen synthesis).
- These distinct patterns are primarily determined by the kinetics of antigen supply.
- Reevaluation of data suggests intracellularly accumulating p60 proteins from Listeria monocytogenes do not significantly contribute to the cytosolic antigen presentation pathway.
Conclusions:
- Antigen supply kinetics are a key determinant of cellular antigen presentation patterns.
- The mathematical model provides a framework for understanding how APCs present diverse microbial antigens.
- Further research is needed to fully elucidate the role of antigen accumulation in immune responses.
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