Characterization of a regulatory T cells molecular meta-signature identifies the pro-enkephalin gene as a novel marker in mice
Abstract
Regulatory T cells (Treg) are crucial in the proper balance of the immune system. A better characterization of Treg-specific genes should extend our knowledge on their complex biology. However, to date there is no consensual Treg signature in the literature. Here, we extracted a molecular Treg meta-signature relative to CD4+ conventional T cell from 8 different but comparable publicly available microarray datasets. We confirmed the validity of our result using the much larger but less stringent Immuno-Navigator database. However, many genes of the Treg meta-signature were also expressed at the protein level by other immune cell subsets, as assessed by mass cytometry, with the noticeable exceptions of Il2ra, Ctla4, and Tnfrsf9. Surprisingly, the proenkephalin (Penk) gene was a prominent member of this restricted Treg meta-signature. Further analysis of public datasets and of our own RNA sequencing experiments confirms that Penk was over expressed by Treg in various murine tissues, including thymic Treg. Interestingly, Penk expression was increased in intra tumoral Treg whereas it was down modulated in the central nervous system of mice suffering from EAE. Finally, we propose a mechanistic model linking TNFR signaling and the transcription factor Batf in the regulation of Penk expression in Treg. Altogether, our results provide the first Treg meta-signature in mice and identifies Penk as a novel and unexpected Treg marker.
02 /Specification & Classification
Click any tag to browse matching papers- Organism
- Assay
- Research Focus
- Approach
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
- Enkephalin-mediated modulation of basal somatic sensitivity by regulatory T cells in mice
N. Aubert, M. Purcarea, … G. Marodon·bioRxiv·Sep 12, 2023
- Proteomics reveals unique identities of human TGF-β-induced and thymus-derived CD4+ regulatory T cells
M. Mensink, E. Schrama, … S. de Kivit·bioRxiv·Oct 30, 2021
- Identification of an immune gene expression signature associated with favorable clinical features in Treg-enriched patient tumor samples
K. B. Givechian, K. Wnuk, … P. Soon-Shiong·bioRxiv·Jan 11, 2018
- T-bet marks contact-capable regulatory T cells embedded within Th1-dendritic cell networks in skin-draining lymph nodes
Amanda H Priddy, Mitra Padideh Maz, … Billur Akkaya·bioRxiv·Oct 12, 2026
- Epigenetic signature and key transcriptional regulators of human antigen-specific type 1 regulatory T cells
Alma‐Martina Cepika, Laura Amaya, … Maria Grazia Roncarolo·Science AdvancesPeer-reviewed·Jul 10, 2026
- Loss of TCF-1 regulates the production of noncanonical Tregs in a prion-like manner
R. Harris, M. Mammadli, M. Karimi·bioRxiv·Mar 11, 2021