bioRxivImmunology
Discovery of CD80 and CD86 as recent activation markers on regulatory T cells by protein-RNA single-cell analysis
D. Trzupek, M. Dunstan, A. J. Cutler, M. Lee, L. Godfrey, D. Aschenbrenner, H. H. Uhlig, L. Wicker, J. A. Todd, R. C. Ferreira
Abstract
The transcriptomic and proteomic characterisation of CD4+ T cells at the single-cell level has been performed traditionally by two largely exclusive types of technologies: single cell RNA-sequencing (scRNA-seq) technologies and antibody-based cytometry. Here we demonstrate that the simultaneous targeted quantification of mRNA and protein expression in single-cells provides a high-resolution map of human primary CD4+ T cells, and identified precise trajectories of Th1, Th17 and regulatory T-cell (Treg) differentiation in blood and tissue. Furthermore, the sensitivity provided by this massively-parallel multi-omics approach revealed novel insight into the mechanism of expression of CD80 and CD86 on the surface of activated CD4+ Tregs and demonstrate their potential to identify recently activated T cells in circulation. This transcriptomic and proteomic hybrid technology provides a cost-effective solution to dissect the heterogeneity of immune cell populations, including more precise and detailed descriptions of the differentiation and activation of circulating and tissue-resident cells in response to therapies and in stratification of patients.
- organism: human
- assay: scRNA-seq
- assay: proteomics
- research focus: cell type annotation
- research focus: differential expression
- approach: deep learning
- approach: statistical model
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 analysis reveals CD45RClow/-TNFR2+CD29lowCD8+ Tregs with superior activity
C. Serazin, L. Flippe, … C. Guillonneau·bioRxiv·Dec 13, 2023
- The proteomic landscape of resting and activated CD4+ T cells reveal insights into cell differentiation and function
Y. Subbannayya, M. Haug, … R. K. Kandasamy·bioRxiv·Nov 17, 2020
- Integrative proteomics and transcriptomics of human T-cells reveals temporal metabolic reprogramming following TCR-induced activation
Harshi Thilanka Welegedara Weerakoon, Ahmed Mohamed, … Ailin Lepletier·bioRxiv·Mar 17, 2023
- A genome-wide CRISPR activation map of surface protein expression in human CD4 T cells
Yutong V Wang, Junha Park, … Byungjin Hwang·bioRxiv·Aug 11, 2026
- Transcriptional landscape of CD4+ T cells in Systemic Sclerosis
Gonzalo Villanueva-Martín, Gonzalo Borrego‐Yaniz, … Lara Bossini‐Castillo·bioRxiv·Mar 19, 2026
- The combined use of scRNA-seq and network propagation highlights key features of pan-cancer Tumor-Infiltrating T cells
Adèle Mangelinck, Elodie Molitor, … Céline Lefèbvre·PLoS ONEPeer-reviewed·Dec 27, 2024