Evidence map›Paper›PMID 41787453›Full record

ArticlePediatric rheumatology online journal2026

Neutrophil extracellular traps-associated candidate genes in IgA vasculitis: an exploratory multi-omics analysis integrating transcriptomics and Mendelian randomization.

Liyu Lin, Zilun Wu, Jiaqiang Wu, Wen Luo

Abstract read
In one paragraph

Article in Pediatric rheumatology online journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

1 citing paper in PubMed.

  1. Review
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

4 authors.

Liyu Lin *Guangzhou University of Chinese Medicine, Guangzhou, China.
Zilun Wu *Guangzhou University of Chinese Medicine, Guangzhou, China.
Jiaqiang WuGuangzhou University of Chinese Medicine, Guangzhou, China.
Wen LuoThe First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China. 114121368@qq.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveNeutrophil extracellular traps (NETs) have been implicated in the pathogenesis of IgA vasculitis (IgAV), yet the NET-associated genes and their immune cell-specific contexts remain incompletely defined. This study aimed to exploratorily identify NET-associated candidate genes related to IgAV using an integrated multi-omics approach.

methodsPeripheral-blood bulk transcriptomic data from IgAV patients and healthy controls were analyzed for differential expression. A curated set of 646 NET-associated genes was evaluated using gene set enrichment analysis (GSEA) and gene set variation analysis (GSVA). Differentially expressed genes, NET-related GSEA leading-edge genes, and transcriptome-wide association study (TWAS)-significant genes were intersected to prioritize candidate genes. Genetically supported associations with IgAV susceptibility were assessed using two-sample Mendelian randomization (MR), including cell-type-specific MR. Exploratory immune profiling and intercellular communication analyses were performed using single-sample GSEA and single-cell RNA sequencing (scRNA-seq).

resultsFive NET-associated candidate genes-AGER, TLR2, CXCR2, TEK, and THBD-were consistently prioritized across analyses. MR results indicated that genetically predicted higher expression of AGER, TLR2, and CXCR2 was associated with increased IgAV risk, whereas TEK and THBD showed inverse associations. Single-cell analyses suggested that these genes were mainly expressed in myeloid immune subsets, accompanied by elevated NETosis-related transcriptional signatures. Enhanced activity of immune-related signaling pathways, including MHC-I and MIF, was observed in IgAV samples.

conclusionsThis exploratory multi-omics study identified a set of NET-associated candidate genes showing consistent associations with IgAV. These findings provide a hypothesis-generating framework for understanding NET-related immune processes in IgAV and warrant further validation in larger cohorts and functional studies.

Indexed as

Extracellular TrapsIgA VasculitisTranscriptomeCase-Control StudiesChildHumansMendelian Randomization AnalysisSingle-Cell Gene Expression AnalysisIgA vasculitisMendelian randomizationMulti-omicsNeutrophil extracellular trapsSingle-cell RNA sequencing

Identifiers

PMID41787453
PMCPMC13078038

What Socratic holds

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