Data · dataset · 2026
Image 5_Single-cell mass cytometry cartography highlights systemic lupus erythematosus and Sjögren’s disease immune differences.jpeg
Listed in ZivaHub and Deakin Research Online and DMU Figshare — shown once because both records carry DOI 10.3389/fimmu.2026.1834700.s006
Objectives<p>Autoimmune diseases such as primary Sjögren’s disease (pSjD) and systemic lupus erythematosus (SLE) share clinical and serological features, including type I interferon signatures, autoantibody formation, and chronic inflammation, but the underlying immunopathology is not the same.
Description
To support the development of targeted therapies, we aimed to systematically characterize disease-specific alterations in peripheral immune cell subsets of pSjD and SLE compared to healthy donors (HD).</p>Methods<p>We analyzed peripheral blood mononuclear cells from 15 HD, 12 pSjD and 21 SLE patients by mass cytometry.
We manually pre-gated viable CD19<sup>+</sup> B cells, CD3<sup>+</sup> T cells, and innate immune populations before performing high-dimensional, consensus clustering. We compared relative subset frequencies and marker expression, including costimulatory and inhibitory receptors, between the three cohorts.</p>Results<p>In the B cell compartment, we identified 13 clusters. SLE patients showed an relative expansion of plasmablasts and two double-negative (IgD<sup>−</sup>CD27<sup>−</sup>) B cell clusters, one CD21<sup>−</sup> and one CD19<sup>low</sup> with high IgA.
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Both had an activated phenotype with elevated CD38, CD86, and Ki-67. In SLE, the costimulatory molecules CD86 and CD226 were upregulated on memory and DN B cells. By contrast, B cell changes in pSjD were more modest.
We found 12 T cells clusters. Both diseases had increased CD4<sup>+</sup> PD-1<sup>+</sup> ICOS<sup>+</sup> circulating T follicular helper-like cells, and pSjD showed expansion of CD8<sup>+</sup> effector memory (Tem) and terminally differentiated (Temra) T cell subsets. Relative innate cell frequencies did not differ substantially between groups, however, intermediate CD226<sup>hi</sup> monocytes were reduced in SLE but showed higher activation marker expression (CD86, HLA-DR).
Network correlation analysis revealed higher immune‐cell connectivity in SLE compared to pSjD.</p>Conclusion<p>SLE is characterized by B cell activation, plasmablast expansion, and costimulatory upregulation, while pSjD is mainly defined by alterations in the CD8<sup>+</sup> T cell compartment. These disease‐specific immunologic signatures highlight distinct patterns in SLE and pSjD and generate hypotheses for future studies investigating targeted therapeutic approaches.</p>
Links
Where it is published
- DOI doi.org/10.3389/fimmu.2026.1834700.s006 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
Provenance · 3 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34040160 | 9 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/34040160 | 9 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/34040160 | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[disease].local:disease:disease | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |