Evidence map›Paper›PMID 41818206›Full record

ArticlePLoS computational biology2026

Multi-omics and network pharmacology identify IGFBP1 as an m6A-Epigenetic target of pueraria in NSCLC therapy.

Rui Li, Dong-Mei Hu, Yong-Li Liu, Wei Zhao, Yu-Xin Zhang, Yi-Qing Qu

Abstract read
In one paragraph

Article in PLoS computational biology, 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

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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

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

6 authors.

Rui LiDepartment of Pulmonary and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China.
Dong-Mei HuDepartment of Pulmonary and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China.
Yong-Li LiuDepartment of Pulmonary and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China.
Wei ZhaoDepartment of Pulmonary and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China.
Yu-Xin ZhangDepartment of Pulmonary and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China.
Yi-Qing QuDepartment of Pulmonary and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China.ORCID https://orcid.org/0000-0002-9538-7601

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The dysregulation of N6-methyladenosine (m6A) modification drives progression in non-small cell lung cancer (NSCLC), yet its interplay with traditional medicine-derived therapeutics remains largely unexplored. We propose a novel strategy that integrates m6A-based prognostic subtypes with Pueraria pharmacology to identify prognostic markers and therapeutic targets related to m6A regulators for NSCLC treatment. Multi-omics clustering of 1,661 NSCLC samples identified three distinct m6A modification patterns. Based on these, a robust 19-gene prognostic signature was constructed via Cox regression and validated in the GSE31210 dataset. This risk model significantly correlated with immune infiltration and patient survival. Furthermore, the expression patterns of these genes were validated via single-cell RNA-sequencing (scRNA-seq) and RT-qPCR in NSCLC cell lines. To identify pharmacological interventions, we intersected the m6A prognostic signature with 7,333 NSCLC-related genes and 366 Pueraria targets, revealing IGFBP1 as the core therapeutic nexus. Immunohistochemistry confirmed the expression of IGFBP1 in NSCLC tissues. Molecular docking and 100-ns molecular dynamics (MD) simulations confirmed stable binding of Pueraria compounds to IGFBP1, specifically 7,8,4'-trihydroxyisoflavone (binding energy = -8.3 kcal/mol) and genistein (-7.4 kcal/mol). This study establishes IGFBP1 as a therapeutic nexus connecting m6A-driven NSCLC progression and the anti-tumor effects of Pueraria. Our RNA-modification-guided pharmacology approach advances the integration of traditional medicines into precision oncology.

Indexed as

Carcinoma, Non-Small-Cell LungInsulin-Like Growth Factor Binding Protein 1Lung NeoplasmsPuerariaAdenosineCell Line, TumorComputational BiologyEpigenesis, GeneticGene Expression Regulation, NeoplasticHumansMultiomicsNetwork PharmacologyPrognosisRNA MethylationAdenosineIGFBP1 protein, humanInsulin-Like Growth Factor Binding Protein 1N-methyladenosine

Identifiers

PMID41818206
PMCPMC12981440

What Socratic holds

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LicenceCC BY
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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.