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Decoding T Cell Recognition at Scale by Dr Stephanie Gaglione

Series
Immunity By Design From Cells to Systems Through Human and Machine Intelligence
Audio Embed
Dr Stephanie Gaglione discusses scalable technologies to map T cell receptor–antigen interactions, enabling large
datasets that could transform how we study immune recognition and build computational models of immunity.

In this episode of Immunity by Design, Dr Hashem Koohy speaks with Dr Stephanie Gaglione about new experimental 
approaches that could transform how we study T cell recognition. At the heart of adaptive immunity lies the 
interaction between T cell receptors (TCRs) and antigenic peptides presented by MHC molecules. However, mapping 
these interactions at scale has remained one of the central challenges in immunology.
Dr Gaglione discusses her work on scalable strategies for reconstructing and screening large numbers of TCRs, 
including the TCRAFT approach developed during her PhD with Michael Birnbaum at MIT. By enabling the 
reconstruction of thousands of TCRs from sequence data and integrating functional screening technologies such as 
RAPTR, these methods open the door to generating high-quality datasets linking TCR sequences to antigen 
specificity.
The conversation explores the technological hurdles of many-to-many TCR–antigen screening, the importance of 
accessible experimental tools for building community-scale datasets, and how such data could accelerate the 
development of computational models that predict immune recognition. The episode also touches on applications in 
autoimmune disease, including vitiligo, and the broader implications for immunology, cancer research, and data driven discovery.
 

Creative Commons Licence
Creative Commons Attribution-Non-Commercial-Share Alike 2.0 UK (BY-NC-SA): England & Wales; https://creativecommons.org/licenses/by-nc-sa/2.0/uk/
Transcript Available

Episode Information

Series
Immunity By Design From Cells to Systems Through Human and Machine Intelligence
People
Hashem Koohy
Stephanie Gaglione
Keywords
T cell receptors
Antigen recognition
immunology
tcr-antigen mapping
immune repertoire
computational immunology
autoimmunity
vitiligo
systems immunology
Department: MRC Weatherall Institute of Molecular Medicine
Date Added: 25/03/2026
Duration: 00:47:00

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