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Updated: Aug 8, 2026

Peptide:MHC Tetramer-based Enrichment of Epitope-specific T cells
Published on: October 22, 2012
What Does the Shape Space of T Cell Epitopes Look Like?
Franka Buytenhuijs1, Gijs Schröder1, Johannes Textor1,2
1Data Science, Institute for Computing and Information Sciences, Radboud University, Nijmegen, the Netherlands.
Shape space modeling reveals T cell receptor (TCR) interactions with peptide-MHC complexes (pMHCs). This suggests that even minor pMHC changes can significantly alter immune responses, impacting cancer immunotherapy.
Area of Science:
- Immunology
- Structural Biology
- Computational Biology
Background:
- The shape space model traditionally describes antibody-antigen interactions and informs antigenic maps for viral evolution.
- This concept is now extended to T cell receptors (TCRs) and their recognition of peptide-MHC complexes (pMHCs).
Purpose of the Study:
- To apply the shape space concept to TCR-pMHC interactions, integrating principles from statistical physics and computer science.
- To propose a model where TCR-pMHC binding involves multiple structural constraints, leading to disjointed regions in shape space.
Main Methods:
- Reviewing the history and theoretical underpinnings of shape space, energy landscapes, and complexity theory.
- Developing a computational model for TCR-pMHC binding based on structural constraints.
- Analyzing published mutagenesis assay data for TCR-pMHC interactions.
Main Results:
- The proposed model implies that pMHCs recognized by a single TCR can occupy multiple, non-convex regions within shape space.
- Predictions include that minor pMHC structural alterations can drastically affect immunogenicity.
- Published data partially support the idea that TCRs can recognize pMHCs with significantly different structures.
Conclusions:
- A multispecific and non-convex T cell epitope shape space has significant implications for predicting immune responses.
- This framework is relevant for applications in cancer immunotherapy and understanding immune recognition.
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