Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Jun 3;122(22):e2422787122.
doi: 10.1073/pnas.2422787122. Epub 2025 May 30.

Proofreading and single-molecule sensitivity in T cell receptor signaling by condensate nucleation

Affiliations

Proofreading and single-molecule sensitivity in T cell receptor signaling by condensate nucleation

William L White et al. Proc Natl Acad Sci U S A. .

Abstract

T cells display the remarkable ability to detect single foreign peptides displayed on target cells, while ignoring highly abundant self-peptides. This selectivity has been explained by kinetic proofreading in the T cell receptor (TCR) signaling pathway, which prevents responses to short-lived binding events regardless of their abundance. However, the biochemical mechanisms that drive kinetic proofreading have remained unclear. Here, using computational modeling, we show that these key signaling properties of the TCR pathway can emerge from the dynamics of linker for activation of T cells (LAT) phosphorylation, diffusion, and condensation following TCR-peptide major histocompatibility complex (pMHC) binding. In this model, time delays in LAT condensate nucleation underlie kinetic proofreading, enabling selective signaling responses to high-affinity pMHC ligands. The cooperativity in the nucleation and growth of LAT condensates also provides a mechanism to amplify weak signals from single high-affinity peptides and for condensates to grow with increasing antigen numbers. In contrast to other models, condensate-nucleation proofreading predicts a dependence of signal strength on pMHC spacing at fixed number, a prediction we validated experimentally using a protein scaffold to present pMHCs at defined intervals. Our results suggest that nucleation-condensation proofreading underlies the remarkable antigen detection capabilities of the TCR signaling pathway.

Keywords: T cell receptor signaling; kinetic proofreading; nucleation-condensation; phase separation; stochastic computational modeling.

PubMed Disclaimer

Conflict of interest statement

Competing interests statement:The authors declare no competing interest.

References

    1. van der Merwe P. A., Dushek O., Mechanisms for T cell receptor triggering. Nat. Rev. Immunol. 11, 47–55 (2011). - PubMed
    1. Siller-Farfán J. A., Dushek O., Molecular mechanisms of T cell sensitivity to antigen. Immunol. Rev. 285, 194–205 (2018). - PubMed
    1. François P., Voisinne G., Siggia E., Altan-Bonnet G., Vergassola M., Phenotypic model for early T-cell activation displaying sensitivity, specificity, and antagonism. Proc. Natl. Acad. Sci. U.S.A. 110, E888–897 (2013). - PMC - PubMed
    1. Chakraborty A. K., Weiss A., Insights into the initiation of TCR signaling. Nat. Immunol. 15, 798–807. - PMC - PubMed
    1. Altan-Bonnet G., Germain R. N., Modeling T cell antigen discrimination based on feedback control of digital ERK responses. PLoS Biol. 3, e356 (2005). - PMC - PubMed

MeSH terms

LinkOut - more resources