bioRxivImmunology
Human regulatory T-cells locally differentiate and are functionally heterogeneous within the inflamed arthritic joint
L. Lutter, M. M. van der Wal, E. C. Brand, P. Maschmeyer, B. Vastert, M.-F. Mashreghi, J. van Loosdregt, F. van Wijk
Abstract
ObjectiveTregs are crucial for immune regulation, and environment-driven adaptation of effector (e)Tregs is essential for local functioning. However, the extent of human Treg heterogeneity in inflammatory settings is unclear. MethodsWe combined single-cell RNA- and TCR-sequencing on Tregs derived from 4-6 patients with juvenile idiopathic arthritis (JIA) to investigate the functional heterogeneity of human synovial fluid (SF)-derived Tregs from inflamed joints. Confirmation and suppressive function of the identified Treg clusters was assessed by flow cytometry. ResultsFour Treg clusters were identified; incoming, activated eTregs with either a dominant suppressive or cytotoxic profile, and GPR56+CD161+CXCL13+ Tregs. Pseudotime analysis showed differentiation towards either classical eTreg profiles or GPR56+CD161+CXCL13+ Tregs supported by TCR data. Despite its most differentiated phenotype GPR56+CD161+CXCL13+ Tregs were shown to be suppressive. Furthermore, BATF was identified as an overarching eTreg regulator, with the novel Treg-associated regulon BHLHE40 driving differentiation towards GPR56+CD161+CXCL13+ Tregs, and JAZF1 towards classical eTregs. ConclusionOur study reveals a heterogeneous population of Tregs at the site of inflammation in JIA. SF Treg differentiate to a classical eTreg profile with a more dominant suppressive or cytotoxic profile that share a similar TCR repertoire, or towards GPR56+CD161+CXCL13+ Tregs with a more distinct TCR repertoire. Genes characterizing GPR56+CD161+CXCL13+ Tregs were also mirrored in other T-cell subsets in both the tumor and autoimmune setting. Finally, the identified key regulators driving SF Treg adaptation may be interesting targets for autoimmunity or tumor interventions.
- organism: human
- assay: scRNA-seq
- assay: CITE-seq
- research focus: cell type annotation
- research focus: clustering
- research focus: gene regulatory network inference
- 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
- Functional and dysfunctional T regulatory cell states in human tissues in RA and other autoimmune arthritic diseases
Byunghee Koh, Shani Talia Gal-Oz, … Michael B. Brenner·Nature ImmunologyPeer-reviewed·Jun 16, 2026
- Peripheral T Helper Cells Dominate the Synovial CD4⁺ T Cell Compartment in Systemic Juvenile Idiopathic Arthritis and Are Shaped by IL-1β and IL-18
Johannes Dirks, Jonas Fischer, … Henner Morbach·bioRxiv·Jul 3, 2025
- Single cell analysis of spondyloarthritis regulatory T cells identifies distinct synovial gene expression patterns and clonal fates
D. Simone, F. Penkava, … P. Bowness·bioRxiv·May 31, 2021
- Compartmentalization and persistence of dominant (regulatory) T cell clones indicates antigen skewing in juvenile idiopathic arthritis
G. Mijnheer, N. H. Servaas, … F. van Wijk·bioRxiv·Feb 10, 2022
- The immune landscape of the inflamed joint defined by spectral flow cytometry
M. H. Attrill, D. Shinko, … A. M. Pesenacker·bioRxiv·Nov 30, 2023
- Antigen-driven PD1+Tox+Eomes+ and PD1+Tox+BHLHE40+ synovial T lymphocytes regulate chronic inflammation in situ
P. Maschmeyer, G. A. Heinz, … M.-F. Mashreghi·bioRxiv·Dec 27, 2019