Evidence map›Paper›PMID 40212811›Full record

ArticleBiochemistry and biophysics reports2025

Single-cell RNA sequencing reveals the heterogeneity and regulatory modules of cell-specific RNA-binding proteins in patients with systemic lupus erythematosus.

Sheng-Yan Lin, Yikai Yu, Daan Nie, Lili Yang, Yuxue Chen, Yu Chen, Cheng Wen, Zhipeng Zeng

Abstract read
In one paragraph

Article in Biochemistry and biophysics reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–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

The trial behind it

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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

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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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

8 authors.

Sheng-Yan LinDepartment of Rheumatology and Immunology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, China.
Yikai YuDepartment of Rheumatology and Immunology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, China.
Daan NieDepartment of Cardiology, Hunan University of Medicine General Hospital, Huaihua, 418000, China.
Lili YangDepartment of Rheumatology and Immunology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, China.
Yuxue ChenDepartment of Rheumatology and Immunology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, China.
Yu ChenDepartment of Rheumatology and Immunology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, China.
Cheng WenDepartment of Rheumatology and Immunology, Xiaogan First People's Hospital, Xiaogan, 432000, China.
Zhipeng ZengDepartment of Rheumatology and Immunology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Systemic lupus erythematosus (SLE) is an autoimmune disorder characterized by immune dysregulation, heterogeneous clinical phenotypes, and a complex interplay of pathogenic mechanisms. RNA-binding proteins (RBPs), which orchestrate post-transcriptional gene regulation through dynamic interactions with target transcripts, are increasingly implicated in autoimmune pathogenesis. However, the cell-type-specific heterogeneity of RBPs expression and their regulatory networks in SLE remain poorly characterized. Methods: To delineate RBPs dynamics in SLE skin microenvironment, we conducted a comprehensive single-cell transcriptomic analysis of publicly accessible single cell RNA sequencing (scRNA-seq) datasets from lesional skin biopsies of SLE patients and healthy controls (HC). Cell-type-specific RBPs expression patterns were systematically profiled across epidermal keratinocytes, dermal endothelial cells, and T cells. Complementary bulk RNA-Seq analyses employing Splicing Site Usage Variation Analysis (SUVA) were performed to identify immune gene-associated regulatory alternative splicing (RAS) events. Integrative co-expression networks linking RBPs, RAS events, and immune pathways were subsequently constructed. Results: Single-cell resolution revealed marked heterogeneity in RBPs expression across keratinocyte, endothelial cell, and T cell in SLE compared to HC. Notably, disease-specific RBPs were enriched in pathways governing interferon response, cytokine signaling, and leukocyte activation. Cross-analysis with bulk transcriptomic data highlighted JUN and HLA-A as hub regulators exhibiting elevated expression in SLE T cells. Network modeling further uncovered coordinated interactions between JUN, HLA-A, and RAS events in immune genes, implicating their synergistic roles in modulating T cell effector functions. Conclusion: Our multi-omics integration identifies JUN and HLA-A as central coordinators of alternative splicing programs in SLE T cells. These molecular hubs, embedded within immune regulatory networks, may drive pathogenic rewiring of T cell responses in SLE.

Indexed as

HLA-AJUNRNA-Binding proteinssingle cell RNA-SequencingSystemic lupus erythematosus

Identifiers

PMID40212811
PMCPMC11985018

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