bioRxivBioengineeringPreprint
Whole-Proteome Screening and Multi-Modal Profiling of Antigen-Specific CD4+ T Cells at Single-Cell Resolution
Rongyu ZhangiD, Qi JiniD, Michaela McKasson, Jongchan ChoiiD, Vanessa GutiérreziD, Conor Brennan, Sunga HongiD, William ChouriD, Rachel H. Ng, Jingyi XieiD, Dan YuaniD, Andrew WebsteriD, Simranjeet K. Sidhu, Abby Anderson, Daniel Chen, Rick Edmark, Kim M. MurrayiD, Sarah LiiD, Connor McDonald, Lee Rowen, Shuo WangiD, Yusuf RasheediD, Yapeng SuiD, Jamie R. WagneriD, Jia Chen, , James R. HeathiD
Abstract
Systematic whole-proteome screening and comprehensive profiling of antigen-specific CD4+ T cells are crucial for advancing our understanding of CD4+ T cell immunity, yet such efforts remain technically challenging. Here, we present a high-throughput platform that employs large-scale class II single-chain trimer libraries to detect antigen-specific CD4+ T cells, while simultaneously profiling their antigen specificity, TCR/{beta} sequences, MHC restriction, whole transcriptomes, and patient/timepoint origins at single-cell resolution. We benchmarked SCTs against conventional pMHCs and validated the SCT library-based approach in direct ex vivo identification of antigen-specific CD4+ T cells in healthy donors. We then applied the platform to screen the entire SARS-CoV-2 receptor-binding domain in a longitudinal patient cohort, identifying 2,188 antigen-specific CD4+ T cells and revealing key features that define antigen immunogenicity. Extending to cancer, we performed whole-proteome screening of HPV-16 E6/E7 for TCR repertoire profiling in a precancerous cohort, uncovering functional heterogeneity of HPV-specific TCRs. By integrating high-throughput antigen screening with high-dimensional, multi-modal cellular characterization, our approach offers an unprecedented window into CD4+ T cell immunity across diverse disease contexts and empowers the development of new therapies.
- organism: human
- assay: proteomics
- assay: bulk RNA-seq
- assay: flow cytometry
- research focus: cell type annotation
- research focus: differential expression
- research focus: cell-cell communication
- approach: experimental assay
- Citations
- 0
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