Evidence map›Paper›PMID 41918858›Full record

ArticlePeerJ2026

Identification of a GPR182-postive stem cell population that drives polyp progression in familial adenomatous polyposis.

Ruoyu Wu, Yuhang Ling, Ying He, Linhua Yao, Qian Shi, Weiyun Shen, Xinbo Li, Yan Liu, Jingjing Li

Abstract read
In one paragraph

Article in PeerJ, 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

9 authors.

Ruoyu WuDepartment of Gastroenterology, First Affiliated Hospital of Huzhou University, Huzhou, Zhejiang, China.
Yuhang LingHuzhou Key Laboratory of Translational Medicine, First Affiliated Hospital of Huzhou University, Huzhou, Zhejiang, China.
Ying HeHuzhou Key Laboratory of Translational Medicine, First Affiliated Hospital of Huzhou University, Huzhou, Zhejiang, China.
Linhua YaoDepartment of Gastroenterology, First Affiliated Hospital of Huzhou University, Huzhou, Zhejiang, China.
Qian ShiHuzhou Key Laboratory of Translational Medicine, First Affiliated Hospital of Huzhou University, Huzhou, Zhejiang, China.
Weiyun ShenHuzhou Key Laboratory of Translational Medicine, First Affiliated Hospital of Huzhou University, Huzhou, Zhejiang, China.
Xinbo LiDepartment of Gastroenterology, First Affiliated Hospital of Huzhou University, Huzhou, Zhejiang, China.
Yan LiuDepartment of General Practice, First Affiliated Hospital of Huzhou University, Huzhou, Zhejiang, China.
Jingjing LiDepartment of Gastroenterology, First Affiliated Hospital of Huzhou University, Huzhou, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Familial adenomatous polyposis (FAP) is characterized by hundreds of colorectal adenomas that inevitably progress into carcinomas. This study focused on the heterogeneity during the polyposis progression to identify new targets and signatures for therapeutic development. Methods: An integrated analysis of single-cell sequencing (GSE109308) and bulk transcriptomic data (GSE79460, GSE88945, GSE94919, GSE106500, GSE109812, GSE153385, and GSE156172) of FAP patients from the Gene Expression Omnibus database was conducted. The heterogeneous features of epithelial cell clusters were described in terms of evolutionary trajectory, stemness, hypoxia, epithelial-mesenchymal transition (EMT), immune infiltration and metabolism. Three machine learning algorithms were applied to identify the key cell subset driving polyp heterogeneity, followed by functional validation with cell cycle and viability experiments. Cell-cell communication landscapes of this significant cell subset and its associations with prognosis and response to chemotherapy or immunotherapy were delineated. Results: Thirteen epithelial cell clusters were determined and further classified into four heterogeneous phenotypes. A specific cell population, G protein-coupled receptor 182 (GPR182)-positive polyp stem cells (GPR182 Conclusion: Our findings map the epithelial heterogeneity in FAP and reveal that GPR182

Indexed as

Adenomatous Polyposis ColiNeoplastic Stem CellsReceptors, G-Protein-CoupledDisease ProgressionEpithelial-Mesenchymal TransitionHumansReceptors, G-Protein-CoupledBiomarkerFamilial adenomatous polyposisGPR182Machine learningSingle-cell sequencing

Identifiers

PMID41918858
PMCPMC13034868

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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.