Evidence map›Paper›PMID 41540361›Full record

ArticleBMC cancer2026

M6A modification-related genes characterize prognostic risk and immune regulation in lung adenocarcinoma.

Xiaoxing Liu, Shanshan Li, Min Zhou, Ning Ding, Jinzhong Chen, Ning Zhou

Abstract read
In one paragraph

Article in BMC cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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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

2 citing papers in PubMed.

  1. Article
  2. WTAP-mediated mMolecular genetics and genomics : MGG · 2026
    Article
4 · The record

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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

6 authors.

Xiaoxing LiuDepartment of Respiratory Medicine, Pulmonary and Critial Care Medicine, Xuzhou First People's Hospital, No.269 Daxue Road, Tongshan District, Xuzhou, Jiangsu Province, 221116, China.
Shanshan LiDepartment of Respiratory Medicine, Pulmonary and Critial Care Medicine, Xuzhou First People's Hospital, No.269 Daxue Road, Tongshan District, Xuzhou, Jiangsu Province, 221116, China.
Min ZhouDepartment of Respiratory Medicine, Pulmonary and Critial Care Medicine, Xuzhou First People's Hospital, No.269 Daxue Road, Tongshan District, Xuzhou, Jiangsu Province, 221116, China.
Ning DingDepartment of Respiratory Medicine, Pulmonary and Critial Care Medicine, Xuzhou First People's Hospital, No.269 Daxue Road, Tongshan District, Xuzhou, Jiangsu Province, 221116, China.
Jinzhong ChenState Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China.
Ning ZhouDepartment of Respiratory Medicine, Pulmonary and Critial Care Medicine, Xuzhou First People's Hospital, No.269 Daxue Road, Tongshan District, Xuzhou, Jiangsu Province, 221116, China. zhouningxuzhou@outlook.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLung adenocarcinoma (LUAD), a molecularly complex and aggressive malignancy, has a dismal 5-year survival rate. N6-methyladenosine (m6A) associated factors regulates cancer progression, but its role in LUAD prognosis and immune regulation remains unclear.

methodsBy integrating LUAD gene expression data and clinical information from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO), we analyzed the expression differences and genetic variations of m6A regulators. Clustering analysis identified distinct m6A modification patterns, while various regression algorithms were employed to construct a risk model based on m6A-related differentially expressed genes, and assessed its clinical relevance, genetic mutations and sensitivity to immunotherapy. PHLDA2 function was assessed by RT-qPCR, proliferation, migration and invasion assays. Its role in immune regulation was tested via MIF promoter luciferase reporter and MIF neutralization followed by STAT3/PD-L1 analysis. Single-cell RNA sequencing and tools including CellChat and NicheNet were used to map gene expression and cell–cell communication in the tumor microenvironment.

resultsConsensus clustering analysis based on 15 differentially expressed m6A regulatory factors identified two m6A clusters. 40 key genes closely associated with m6A modification were identified and a two-gene (PHLDA2 and RGS13) risk model correlated with the prognosis of LUAD patients was constructed. High-risk scores were linked to poor prognosis, advanced TNM(Tumor-Node-Metastasis) stage, and higher mutation frequency. Furthermore, PHLDA2 was found to be highly expressed in LUAD, predominantly localizing in epithelial and T cells, influencing late-stage T cell functions, and regulating LUAD cell proliferation, migration and invasion. Additionally, PHLDA2 was positively correlated with Programmed Death-Ligand 1 (PD-L1) and associated with the initiation or activation of immune cycle processes. Experimental validation shows that PHLDA2 promotes MIF transcription, and that MIF signaling is required for PHLDA2-induced PD-L1 upregulation via STAT3 activation.

conclusionm6A modification patterns and the PHLDA2-RGS13 signature predict LUAD prognosis and immunotherapy response. PHLDA2 contributes to tumor progression and immune evasion through MIF-dependent signaling in mediating PHLDA2-driven PD-L1 expression, highlighting this axis as a potential therapeutic target.

Indexed as

Adenocarcinoma of LungAdenosineLung NeoplasmsCell Line, TumorEpitranscriptomeGene Expression ProfilingGene Expression Regulation, NeoplasticHumansPrognosisRGS ProteinsRNA MethylationTumor MicroenvironmentAdenosineN-methyladenosineRGS ProteinsImmunotherapyLung adenocarcinomaM6A methylationPHLDA2Prognostic signatureTumor microenvironment

Identifiers

PMID41540361
PMCPMC12896351

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.