Evidence map›Paper›PMID 42183248›Full record

ArticleFrontiers in immunology2026

Filaggrin as a potential biomarker in gastric cancer: insights from multi-omics analysis and experimental validation.

Nan Xia, Tianru Ben, Xin Guan, Linlin Gao, Yuan Yuan

Abstract read
In one paragraph

Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Nan Xia *National Clinical Research Center for Medical Auxiliary Technology (Laboratory Medicine), Department of Laboratory Medicine, The First Hospital of China Medical University, Shenyang, Liaoning, China.
Tianru Ben *The First Clinical College of China Medical University, Shenyang, Liaoning, China.
Xin Guan *The First Clinical College of China Medical University, Shenyang, Liaoning, China.
Linlin GaoNational Clinical Research Center for Medical Auxiliary Technology (Laboratory Medicine), Department of Laboratory Medicine, The First Hospital of China Medical University, Shenyang, Liaoning, China.
Yuan YuanTumor Etiology and Screening Department of Cancer Institute and General Surgery, Key Laboratory of Cancer Etiology and Prevention, The First Hospital of China Medical University, China Medical University, Shenyang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Filaggrin (FLG) plays an important role in the progression of malignant tumors; however, its expression characteristics and biological functions in gastric cancer (GC) remain unclear. Methods: Cancer-related datasets were retrieved from public repositories, including the Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA). A competing endogenous RNA (ceRNA) network was constructed to explore potential regulatory networks involving FLG. Differential expression analysis, genetic alteration analysis, and clinicopathological and survival analyses were performed to evaluate the role of FLG in GC. In addition, Gene Set Enrichment Analysis (GSEA), immune infiltration analysis, and in vitro functional experiments were conducted to investigate the biological effects and potential mechanisms of FLG in GC. Results: FLG was aberrantly expressed across multiple cancer types and was significantly associated with clinical characteristics and prognosis in GC. Further analyses showed that FLG was involved in genetic alterations and was closely associated with the immune microenvironment in GC. Functional experiments demonstrated that FLG promoted the invasion and metastasis of GC cells. Mechanistically, GSEA and experimental validation indicated that FLG exerted its tumor-promoting effects, at least in part, through activation of the epithelial-mesenchymal transition (EMT) signaling pathway. Conclusion: This study clarifies the biological role of FLG in GC and highlights its potential as a novel prognostic biomarker and therapeutic target. These findings provide new insights into the molecular mechanisms underlying GC progression and may contribute to the development of more effective diagnostic and therapeutic strategies.

Indexed as

Biomarkers, TumorStomach NeoplasmsCell Line, TumorEpithelial-Mesenchymal TransitionFilaggrin ProteinsGene Expression ProfilingGene Expression Regulation, NeoplasticGene Regulatory NetworksHumansMultiomicsPrognosisSignal TransductionTumor MicroenvironmentBiomarkers, TumorFilaggrin ProteinsFLG protein, humanepithelial-mesenchymal transitionFLGgastric cancermulti-omics analysisprognosis

Identifiers

PMID42183248
PMCPMC13194527

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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.