Evidence map›Paper›PMID 41378027›Full record

ArticleTranslational cancer research2025

Significance of the association between hypoxia and pyroptosis-related genes in the prognostic prediction of glioblastoma: insights from model construction and validation.

Qiang Chen, Helan Yuan, Weilong Huang, Huichen Li, Yuqing Liao, Qiuhua Jiang, Dong Wang

Abstract read
In one paragraph

Article in Translational cancer research, 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

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

1 citing paper in PubMed.

  1. Article
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

7 authors.

Qiang ChenDepartment of Neurosurgery, Ganzhou People's Hospital, Ganzhou, China.
Helan YuanDepartment of Neurosurgery, Ganzhou People's Hospital, Ganzhou, China.
Weilong HuangDepartment of Neurosurgery, Ganzhou People's Hospital, Ganzhou, China.
Huichen LiDepartment of Neurosurgery, Ganzhou People's Hospital, Ganzhou, China.
Yuqing LiaoDepartment of Neurosurgery, Ganzhou People's Hospital, Ganzhou, China.
Qiuhua JiangDepartment of Neurosurgery, Ganzhou People's Hospital, Ganzhou, China.
Dong WangDepartment of Neurosurgery, Ganzhou People's Hospital, Ganzhou, China.ORCID https://orcid.org/0009-0008-0787-5949

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Tumor hypoxic environment can regulate pyroptosis and immune escape by affecting multiple signaling pathways, and synergistic targeting this interaction may be a promising strategy for tumor treatment. However, their connection in glioblastoma (GBM) remains unclear. This study aimed to construct hypoxia- and pyroptosis-related signatures for exploring their values in predicting prognosis of GBM. Methods: GBM expression profiles, hypoxia genes, and pyroptosis genes were collected from the following public databases: The Cancer Genome Atlas (TCGA), Gene Expression Omnibus (GEO), Genecards, and gene set enrichment analysis (GSEA). After obtaining the hypoxia- and pyroptosis-related differentially expressed genes (DEGs) within GBM Results: A total of 13 hypoxia- and 13 pyroptosis-associated genes were included in the risk models, respectively. Two models had high accuracy and stability in predicting GBM prognosis. Low-risk and high-risk groups identified by the model had different immune cell infiltration patterns. In the high-risk group, the abundance level of naïve B cells, plasma cells, and native CD4 T cells was inhibited, while levels of neutrophils were increased. In addition, the risk models could predict chemotherapy sensitivity. Of interest, pyroptosis-related genes showed a significant negative correlation with most hypoxia-related genes. Conclusions: These constructed prognostic models can effectively identify high-risk patients, and drugs targeting the hypoxia-pyroptosis axis have a broad application prospect in GBM.

Indexed as

Glioblastoma (GBM)hypoxiaprognostic modelpyroptosis

Identifiers

PMID41378027
PMCPMC12686173

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.