Evidence map›Paper›PMID 40281593›Full record

ArticleArthritis research & therapy2025

Bioinformatic analysis and experimental verification reveal expansion of monocyte subsets with an interferon signature in systemic lupus erythematosus patients.

Jimin Zhang, Wuwei Zhuang, Yan Li, Chaoqiong Deng, Jingxiu Xuan, Yuechi Sun, Yan He

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Article in Arthritis research & therapy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

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3 · Its place in the literature

Who cites it

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

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Jimin Zhang *Department of Rheumatology and Clinical Immunology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361000, XM, China.
Wuwei Zhuang *Department of Rheumatology and Clinical Immunology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361000, XM, China.
Yan LiDepartment of Rheumatology and Clinical Immunology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361000, XM, China.
Chaoqiong DengDepartment of Rheumatology and Clinical Immunology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361000, XM, China.
Jingxiu XuanDepartment of Rheumatology and Clinical Immunology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361000, XM, China.
Yuechi SunDepartment of Rheumatology and Clinical Immunology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361000, XM, China. sunyuechi09@126.com.
Yan HeDepartment of Rheumatology and Clinical Immunology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361000, XM, China. swallowheyan@qq.com.

Funding

Fujian Provincial Natural Science Foundation Project 2022J011381National Natural Science Foundation of China 82201930Scientific and Technological Projects of Xiamen City 3502Z20244ZD1016
6 · The paper itself

Abstract

backgroundSystemic lupus erythematosus (SLE) is a complex autoimmune disorder characterized by chronic inflammation and multi-organ damage. A central factor in SLE pathogenesis is the excessive production of type I interferon (IFN-I), which drives immune dysregulation. Monocytes, key components of the immune system, significantly contribute to IFN-I production. However, their specific roles in SLE remain incompletely understood.

methodsThis study utilized bioinformatics and statistical analyses, including robust rank aggregation (RRA), DESeq2, and limma, to analyze transcriptome data from peripheral blood mononuclear cells (PBMCs) and monocytes of SLE patients and healthy controls. Single-cell RNA sequencing (scRNA-seq) data were processed using the Seurat R package to identify and characterize monocyte subsets with a strong IFN-driven gene signature. Flow cytometry was employed to validate key findings, using markers such as CD14, SIGLEC1, and IRF7 to confirm monocyte subset composition.

resultsOur research has found that monocytes in SLE undergo IFN-driven transcriptional reprogramming, with the upregulation of key interferon signature genes (ISGs), forming the SLE-Related Monocyte Signature (SLERRAsignature). Moreover, the composition of mononuclear phagocyte subsets in SLE patients changes, with an increase trend in the proportion of the CD14Mono8 subset in the flare group. The differentially expressed genes (DEGs) in 13 mononuclear phagocyte subsets of SLE are mainly ISGs, and the expression of ISGs is higher in severe patients. We identified SIGLEC1

conclusionsOur study found that the expansion of IFN-I-producing monocyte subsets, particularly the CD14

Indexed as

Computational BiologyInterferonsInterferon Type ILupus Erythematosus, SystemicMonocytesAdultFemaleGene Expression ProfilingHumansLeukocytes, MononuclearLipopolysaccharide ReceptorsMaleMiddle AgedSialic Acid Binding Ig-like Lectin 1TranscriptomeInterferonsInterferon Type ILipopolysaccharide ReceptorsSialic Acid Binding Ig-like Lectin 1SIGLEC1 protein, humanCD14+SIGLEC1+IRF7+ monocytesInterferon-stimulated genesSingle-cell RNA sequencingSystemic lupus erythematosusType I interferon

Identifiers

PMID40281593
PMCPMC12023529

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