Evidence map›Paper›PMID 41181153›Full record

ArticleFrontiers in immunology2025

B cell subpopulations and their role in the pathogenesis of primary Sjögren's syndrome: insights from single-cell RNA sequencing.

Xiaoyu Zhang, Yuanwei Han, Jing Zhang, Yu Song, Yan Zhou, Jia Wang, Jinhai Tian, Xinran Xin, Bin Liu, Li Fang and 1 more

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Xiaoyu Zhang *Department of Rheumatology, Affiliated Hospital of Qingdao University, Qingdao, Shangdong, China.
Yuanwei Han *The First Clinical Medical College of Ningxia Medical University, Yinchuan, China.
Jing ZhangDepartment of Endodontics, Stomatology Hospital, General Hospital of Ningxia Medical University, Yinchuan, China.
Yu SongDepartment of Oral and Maxillofacial Surgery, Stomatology Hospital, General Hospital of Ningxia Medical University, Yinchuan, China.
Yan ZhouDepartment of Rheumatology, General Hospital of Ningxia Medical University, Yinchuan, China.
Jia WangBiochip Center, General Hospital of Ningxia Medical University, Yinchuan, China.
Jinhai TianBiochip Center, General Hospital of Ningxia Medical University, Yinchuan, China.
Xinran XinDepartment of Rheumatology, Affiliated Hospital of Qingdao University, Qingdao, Shangdong, China.
Bin LiuDepartment of Rheumatology, Affiliated Hospital of Qingdao University, Qingdao, Shangdong, China.
Li FangSchool of Health Management, Ningxia Vocational and Technical College for Minorities, Wuzhong, China.
Hong ZhuDepartment of Rheumatology, General Hospital of Ningxia Medical University, Yinchuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aims to investigate the potential role of B cells in the pathogenesis of Primary Sjögren's Syndrome (pSS) by analyzing cell types, differentially expressed genes, and associated signaling pathways using single-cell RNA sequencing. Methods: Peripheral blood mononuclear cells (PBMCs) from 3 pSS patients and 3 healthy controls (HCs) were collected. Single-cell transcriptomic analysis was performed, including Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis, transcription factor analysis, pseudotime analysis, cell communication analysis, and B cell receptor (BCR) repertoire analysis. Genes and pathways potentially involved in the pathogenesis of pSS were identified, and key genes were validated by qRT-PCR. Statistical significance was assessed using T-tests and the Wilcoxon rank-sum test, with a p-value < 0.05 considered statistically significant. Results: Single-cell RNA sequencing of peripheral blood B cells from three patients with primary Sjögren's syndrome (pSS) and three healthy controls (HCs) identified three subpopulations: memory B (Bmem), naïve B (NaiveB), and plasma cells (PlasmaCells). In pSS, differentially expressed genes were enriched in Type I interferon signaling, antigen processing/presentation, and MHC class II binding. Transcription factors related to interferon responses, including NR2F6, IRF5, STAT2, and IRF9, were upregulated. Cell-cell communication analysis highlighted frequent interactions via TNFSF10-TNFRSF10C and TGFB1-TGFBR3. Pseudotime analysis indicated accelerated NaiveB differentiation along the effector branch. B cell receptor repertoire analysis revealed increased IGHV4-34 usage and higher IGHJ4/IGHJ6 usage in PlasmaCells, with reduced IGHV1-3, IGHV1-69D, and IGHV2-7D usage. qRT-PCR validation in 22 pSS patients and 22 HCs confirmed significant ISG15 upregulation (p < 0.0001). Conclusion: B cells contribute to the pathogenesis of pSS through the Type I IFN signaling pathway mediated by genes such as ISG15, alterations in BCR clonality, IGHV-J gene rearrangements, and abnormal gene usage.

Indexed as

B-Lymphocyte SubsetsSjogren's SyndromeAdultFemaleGene Expression ProfilingHumansMaleMiddle AgedSequence Analysis, RNASignal TransductionSingle-Cell AnalysisTranscriptomeB cellscell communicationprimary Sjögren’s syndromepseudo-time analysissingle-cell transcriptome sequencing

Identifiers

PMID41181153
PMCPMC12571843

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.