iScienceImmunologyPeer-reviewed journal article
Antigen-reactive CD4+ T cells after SARS-CoV-2 vaccination show divergent phenotypic states with or without restimulation bias
Katharina KocheriD, Felix DrostiD, Christine Schülein, Bernd M. Spriewald, Benjamin SchubertiD, Kilian SchoberiD
Abstract
Understanding antigen reactivity is crucial for characterizing CD4+ T helper (Th) cell fate, yet conventional peptide restimulation assays introduce phenotypic bias by activating cells ex vivo. However, by performing single-cell RNA and T cell receptor (TCR) sequencing on both antigen-stimulated and unstimulated samples, clonotypes can be tracked across conditions to identify antigen-reactive CD4+ T cells and simultaneously be assessed for their phenotypes in the unperturbed state. Using this reverse phenotyping strategy, complemented by DNA-barcoded peptide-HLA (pHLA) class II multimers, we here tracked SARS-CoV-2 spike-reactive CD4+ T cells longitudinally after repeated mRNA vaccination. Without stimulation, reactive clones showed more Th-neutral features and less of an activated Th1-like state than would be assessed after antigen restimulation. Furthermore, transgenic TCR re-expression guided separation of antigen-specific from bystander-activated clones. These results uncover unbiased phenotypes of antigen-reactive CD4+ T cells and highlight that cell state classification can differ fundamentally when judged by phenotype versus function.
- organism: human
- assay: scRNA-seq
- assay: CITE-seq
- research focus: cell type annotation
- research focus: clustering
- approach: deep learning
- approach: statistical model
- Citations
- 0
- FWCI
- 0.00
- Field percentile
- 32th percentile
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Single-cell transcriptomic analysis of SARS-CoV-2 reactive CD4+ T cells
B. J. Meckiff, C. Ramirez-Suastegui, … P. Vijayanand·bioRxiv·Jun 12, 2020
- Rapid induction of antigen-specific CD4+ T cells guides coordinated humoral and cellular immune responses to SARS-CoV-2 mRNA vaccination
M. M. Painter, D. Mathew, … E. J. Wherry·bioRxiv·Apr 21, 2021
- Mode of T cell priming durably shapes the TCR repertoire, effector function and α4β1 integrin expression of human virus-specific CD4+ T cells
Elie Antoun, Guihai Liu, … Tao Dong·bioRxiv·Aug 19, 2026
- SARS-CoV-2-specific T cells exhibit unique features reflecting robust helper function, lack of terminal differentiation, and high proliferative potential
J. Neidleman, X. Luo, … N. R. Roan·bioRxiv·Jun 8, 2020
- Single cell profiling of T and B cell repertoires following SARS-CoV-2 mRNA vaccine
S. Sureshchandra, S. A. Lewis, … I. Messaoudi·bioRxiv·Jul 14, 2021
- Inflammation durably imprints memory CD4+ T cells
S. L. Gray-Gaillard, S. Solis, … R. S. Herati·bioRxiv·Nov 15, 2022