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Single-cell omics and flow cytometry identify distinct immune states of dural and brain-infiltrating IL-17-producing γδ T cells after experimental stroke.

Overview

Authors: Mingming Zha1,2, Alina Jander1, Haodi Cai1,3, Marius Piepke1, Karoline Degenhardt1, Leo Winter1, Tim Magnus1, Mathias Gelderblom1
ORCID iDs: Mingming Zha
  1. Department of Neurology, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246 Hamburg, Germany
  2. Department of Neurology, First Affiliated Hospital, School of Medicine, Zhejiang University, Zhejiang, China
  3. Department of Neurology, the First Affiliated Hospital of Soochow University, Jiangsu, China
Journal: Journal of neuroinflammation, volume 23, issue 1, article 127
Dates: received 18 September 2025; accepted 27 March 2026; published online 9 April 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1186/s12974-026-03794-3 · PMID 41952178 · PMCID PMC13088706 · OpenAlex W7151933707
Open access: gold, a free copy (OpenAlex)
Status: data only
Categories: genetics / omics (modality), other (modality), mouse (organism), stroke (population), cellular / molecular (subfield)
Methods: Spectral & time-frequency, Statistics, Smoothing, state filtering, decompositions, Machine learning
Keywords: Acute ischemic stroke, γδ T cell, Dura, Meninges, ScRNAseq, Flow cytometry
MeSH: Brain*, Interleukin-17*, Intraepithelial Lymphocytes*, Receptors, Antigen, T-Cell, gamma-delta*, Stroke*, Animals, Flow Cytometry, Male, Meninges, Mice, Mice, Inbred C57BL, Single-Cell Analysis (* major topic)
Topic: Psoriasis: Treatment and Pathogenesis (Immunology, Immunology and Microbiology), according to OpenAlex
Citations: cited by 2 papers (Europe PMC); 57 references in the paper

Abstract

Background: γδ T cells boost inflammatory responses and exacerbate tissue damage after ischemic stroke. However, the origin, dynamics, and tissue adaptation of γδ T cells in the ischemic brain and its border regions remain poorly understood. A systematic integration of large-scale datasets is urgently needed. Here, we investigated the impact of ischemic stroke on the state of meningeal and brain-infiltrating γδ T cells and explored their potential contributions to post-stroke inflammation.

Methods: We conducted an integrated analysis of publicly available single-cell RNA sequencing (scRNA-seq) datasets, which included meningeal and brain-infiltrating Ptprc+ (CD45+) immune cells following experimental stroke. γδ T cells were identified and subsequently classified into distinct subtypes through data integration and reference mapping. Subtype-specific functions, tissue residency signatures, migratory programs, and the cellular interactions between γδ T cells and endothelial cells or fibroblasts in the dura and brain were investigated, respectively. Key findings were validated by flow cytometry and immunofluorescence assays in vivo.

Results: On day 2 post-experimental stroke, the number of parenchymal γδ T cells significantly increased while dural γδ T cells decreased. The majority of γδ T cells residing in the meninges and infiltrating the brain, both under homeostatic conditions and following stroke, were Rorc⁺ and belonged to the Vγ6⁺ γδ17 cell subset. Compared to dural γδ T cells, brain-infiltrating γδ T cells showed reduced tissue residency capacities, higher migratory pathway activation, and lower Ki‑67 positivity, indicating acute recruitment. In contrast, dural γδ T cells exhibited greater IL‑17-producing capacities on day 3. Redistributions of dural γδ T cells were analyzed, and immunofluorescence revealed a close spatial association between dural γδ T cells and CD31+ cells. Cell–cell communication analysis predicted increased interactions between γδ T cells and CD45− cells in both the dura and the brain.

Conclusion: Our data indicate that most meningeal and brain-infiltrating γδ T cells after stroke share an activated γδ17 phenotype but display compartmentalized dynamics in activation, proliferation, and migration. These results establish a foundation for further studies on the spatially distinct roles of γδ T cells in post-stroke immunity.

Supplementary Information: The online version contains supplementary material available at 10.1186/s12974-026-03794-3.

Reproduced under the paper's license (CC BY), from the paper cited above.

Code

The paper links to its data, not to its authors' code: see the Data section.

The paper's code and data availability statement is in the Data section.

Tracing map

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Data

Datasets cited

Data availability

The codes generated for this study are shown in the Additional file 1. All information on the mice used in this study is shown in Additional file 2. The processed flow cytometric results are attached to the Additional file 3. All publicly available single-cell RNA sequencing datasets analyzed in this study were retrieved from the Gene Expression Omnibus database as provided by the original studies, which were also mentioned in the Methods section. The integrated scRNAseq data and in-house γδ T cells used in the current study are available from the Google Drive (Link: https://drive.google.com/drive/folders/1G5p2NjEPxWSxETw0hckLma45-9xYKylg?usp=sharing). The dataset supporting the conclusions of this article is included within the article and its additional files.

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 29 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 8 authors, 6 keywords, 12 MeSH terms, 3 funders, 54 references, 27 RRIDs.

Cite

This paper

Zha, M., Jander, A., Cai, H., Piepke, M., Degenhardt, K., Winter, L., Magnus, T., & Gelderblom, M. (2026). Single-cell omics and flow cytometry identify distinct immune states of dural and brain-infiltrating IL-17-producing γδ T cells after experimental stroke. Journal of neuroinflammation, 23(1), 127. https://doi.org/10.1186/s12974-026-03794-3

BibTeX

@article{zha2026single,
author = {Zha, Mingming and Jander, Alina and Cai, Haodi and Piepke, Marius and Degenhardt, Karoline and Winter, Leo and Magnus, Tim and Gelderblom, Mathias},
title = {{Single-cell omics and flow cytometry identify distinct immune states of dural and brain-infiltrating IL-17-producing γδ T cells after experimental stroke}},
journal = {Journal of neuroinflammation},
year = {2026},
month = apr,
volume = {23},
number = {1},
pages = {127},
publisher = {BMC},
issn = {1742-2094},
doi = {10.1186/s12974-026-03794-3},
url = {https://doi.org/10.1186/s12974-026-03794-3},
pmid = {41952178},
pmcid = {PMC13088706}
}

RIS

TY - JOUR
AU - Zha, Mingming
AU - Jander, Alina
AU - Cai, Haodi
AU - Piepke, Marius
AU - Degenhardt, Karoline
AU - Winter, Leo
AU - Magnus, Tim
AU - Gelderblom, Mathias
TI - Single-cell omics and flow cytometry identify distinct immune states of dural and brain-infiltrating IL-17-producing γδ T cells after experimental stroke
T2 - Journal of neuroinflammation
J2 - J Neuroinflammation
PY - 2026
DA - 2026/04/09
VL - 23
IS - 1
SP - 127
SN - 1742-2094
PB - BMC
DO - 10.1186/s12974-026-03794-3
UR - https://doi.org/10.1186/s12974-026-03794-3
LA - en
ER -

CSL-JSON

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