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Discovery of CD80 and CD86 as recent activation markers on regulatory T cells by protein-RNA single-cell analysis.

Published version
Peer-reviewed

Type

Article

Change log

Authors

Trzupek, Dominik 
Dunstan, Melanie 
Cutler, Antony J 
Lee, Mercede 
Godfrey, Leila 

Abstract

BACKGROUND: Traditionally, the transcriptomic and proteomic characterisation of CD4+ T cells at the single-cell level has been performed by two largely exclusive types of technologies: single-cell RNA sequencing (scRNA-seq) and antibody-based cytometry. Here, we present a multi-omics approach allowing the simultaneous targeted quantification of mRNA and protein expression in single cells and investigate its performance to dissect the heterogeneity of human immune cell populations. METHODS: We have quantified the single-cell expression of 397 genes at the mRNA level and up to 68 proteins using oligo-conjugated antibodies (AbSeq) in 43,656 primary CD4+ T cells isolated from the blood and 31,907 CD45+ cells isolated from the blood and matched duodenal biopsies. We explored the sensitivity of this targeted scRNA-seq approach to dissect the heterogeneity of human immune cell populations and identify trajectories of functional T cell differentiation. RESULTS: We provide a high-resolution map of human primary CD4+ T cells and identify precise trajectories of Th1, Th17 and regulatory T cell (Treg) differentiation in the blood and tissue. The sensitivity provided by this multi-omics approach identified the expression of the B7 molecules CD80 and CD86 on the surface of CD4+ Tregs, and we further demonstrated that B7 expression has the potential to identify recently activated T cells in circulation. Moreover, we identified a rare subset of CCR9+ T cells in the blood with tissue-homing properties and expression of several immune checkpoint molecules, suggestive of a regulatory function. CONCLUSIONS: The transcriptomic and proteomic hybrid technology described in this study provides a cost-effective solution to dissect the heterogeneity of immune cell populations at extremely high resolution. Unexpectedly, CD80 and CD86, normally expressed on antigen-presenting cells, were detected on a subset of activated Tregs, indicating a role for these co-stimulatory molecules in regulating the dynamics of CD4+ T cell responses.

Description

Keywords

AbSeq, C-C chemokine receptor type 9 (CCR9), CD4+ T cells, CD80, CD86, Immunophenotyping, Multi-omics, Regulatory T cells (Tregs), Single-cell RNA sequencing (scRNA-seq), Adolescent, Adult, B7-1 Antigen, B7-2 Antigen, Female, Forkhead Transcription Factors, Humans, Male, Proteome, RNA, RNA-Seq, Single-Cell Analysis, T-Lymphocytes, Regulatory, Transcriptome

Journal Title

Genome Med

Conference Name

Journal ISSN

1756-994X
1756-994X

Volume Title

12

Publisher

Springer Science and Business Media LLC
Sponsorship
Wellcome Trust (107212/Z/15/Z)
Wellcome Trust (105924/Z/14/Z)
Wellcome Trust (105924/Z/14/A)
Wellcome Trust (105924/Z/14/Z)
Wellcome Trust (105924/Z/14/A)