Evidence map›Paper›PMID 41311809›Full record

ArticleStem cells international2025

Discovery of PAK2 as a Key Regulator of Cancer Stem Cell in Head and Neck Squamous Cell Carcinoma Using Multi-Omic Techniques.

Puyu Wang, Shengshan Xu, Qian Guo, Yulin Zhao

Abstract read
In one paragraph

Article in Stem cells international, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers.

0numbers the graph read from it
0cells of the map it votes in
43citing 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

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

43 citing papers in PubMed.

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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

4 authors.

Puyu WangDepartment of Otolaryngology Head and Neck Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.ORCID https://orcid.org/0009-0001-3431-2315
Shengshan XuDepartment of Thoracic Surgery, Jiangmen Central Hospital, Jiangmen, Guangdong, China.ORCID https://orcid.org/0000-0003-3371-7780
Qian GuoDepartment of Otolaryngology Head and Neck Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.ORCID https://orcid.org/0009-0009-7398-709X
Yulin ZhaoDepartment of Otolaryngology Head and Neck Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.ORCID https://orcid.org/0009-0004-2886-8175

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Head and neck squamous cell carcinoma (HNSC) is an aggressive malignancy whose progression is closely associated with dysregulation of programed cell death (PCD) pathways and cancer stem cell (CSC) characteristics. To systematically screen for key pathogenic genes, this study performed single-cell analysis on the GSE150321 dataset. The identified cell-specific genes were intersected with PCD- and CSC-related genes, yielding 24 candidate genes for preliminary screening. Further refinement using multiple machine learning (ML) algorithms identified PAK2 as the most central gene among these candidates. Analysis of TCGA and external datasets confirmed that PAK2 is significantly overexpressed in HNSC tissues, demonstrating good diagnostic value and strong association with poor patient prognosis. Functional studies revealed that PAK2 overexpression positively correlates with malignant phenotypes such as metabolic reprograming and tumor metastasis. Notably, PAK2 expression showed a significant negative correlation with antitumor immune status and negatively regulated the infiltration of multiple immune cell types. Spatial transcriptomics and single-cell sequencing analyses revealed PAK2's specific expression patterns within the tumor microenvironment, confirming its influence on the activity of immune-related molecules and immunomodulators. Finally, through Connectivity Map (cMAP) screening and molecular docking, we identified the small molecule compound butein as an effective agent capable of reversing PAK2-mediated procancer molecular features. Butein exhibits stable binding to the PAK2 protein, suggesting its potential as a targeted therapeutic agent. In summary, through multi-omics integration analysis, this study first reveals that PAK2 plays a central role in the pathogenesis of HNSC by regulating PCD, tumor stem cell properties, and the immune microenvironment, and provides a candidate drug for its targeted therapy.

Indexed as

cancer stem cellsPAK2programed cell deathsingle-cell sequencingspatial transcriptomicstumor immune microenvironment

Identifiers

PMID41311809
PMCPMC12657082

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.