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.
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.
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Who cites it
4 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Application of multi-omics in systemic autoimmune rheumatic diseases: a bibliometric and visualization analysis.Frontiers in immunology · 2026Pooled it
- Article
- From Genes to Pathways: The Molecular Landscape of Systemic Lupus Erythematosus.International journal of molecular sciences · 2026Review
- SLECA: A Single-Cell Atlas of Systemic Lupus Erythematosus Enabling Rare-Cell Discovery Using Graph Transformer.Computational and structural biotechnology journal · 2026Article
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
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