Evidence map›Paper›PMID 41602375›Full record

ArticleFrontiers in oncology2025

PCDH1 facilitates migration, proliferation, and stemness of pancreatic cancer cells through PI3K-Akt signaling.

Zhiqiang Yang, Zhipeng Zhang, Ye Song, Chuang Dai, Weihui Zhang, Dali Zhao

Abstract read
In one paragraph

Article in Frontiers in oncology, 2025. 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

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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

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

6 authors.

Zhiqiang YangDepartment of General Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
Zhipeng ZhangDepartment of Anorectal Surgery, The Fifth Hospital of Zunyi Medical University, Zhuhai, Guangdong, China.
Ye SongDepartment of General Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
Chuang DaiDepartment of General Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
Weihui ZhangDepartment of General Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
Dali ZhaoDepartment of General Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Pancreatic ductal adenocarcinoma (PDAC) exhibits high lethality due to late diagnosis, therapy resistance, and cancer stem cell (CSC)-driven progression. However, the molecular determinants of stemness in PDAC remain unclear. Methods: We integrated RNA-sequencing and clinical data from TCGA to calculate stemness indices and identify hub genes using weighted co-expression network analysis and differential expression profiling. PCDH1 expression was validated in PDAC tissues by qRT-PCR and immunohistochemistry. Functional assays, including MTT, colony formation, Transwell, wound healing, flow cytometry, and spheroid culture, were performed following PCDH1 knockdown. Transcriptome sequencing was used to delineate downstream signaling mechanisms. Results: PCDH1 emerged as a stemness-associated oncogene strongly linked to poor survival. It was markedly overexpressed in PDAC tissues and cell lines. Silencing PCDH1 significantly impaired proliferation, clonogenicity, migration, and CSC frequency. Sphere-forming ability was also reduced. Transcriptomic analysis revealed downregulation of PI3K/AKT signaling upon PCDH1 knockdown, and rescue experiments confirmed its role in driving PDAC progression through PI3K/AKT activation. High PCDH1 expression further correlated with immune exclusion and distinctive patterns of chemosensitivity. Conclusion: PCDH1 is a novel stemness-linked oncogene that accelerates PDAC progression via PI3K/AKT signaling. Its prognostic relevance, association with immune evasion, and impact on drug responsiveness highlight PCDH1 as a promising biomarker and therapeutic target for CSC-directed intervention in PDAC.

Indexed as

genepancreatic ductal adenocarcinomaPCDH1stemness indexverification

Identifiers

PMID41602375
PMCPMC12832269

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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.