Single-cell and machine learning-based pyroptosis-related gene signature predicts prognosis and immunotherapy response in glioblastoma

This study systematically elucidates the role of pyroptosis in GBM and establishes PRGS as a reliable prognostic biomarker. PRGS not only refines risk stratification and predicts immunotherapy response but also provides molecular insights into tumor metabolism and immune regulation, thereby offering potential avenues for targeted therapeutic strategies in GBM.

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Publication Details

Journal
Frontiers in Immunology
Published
2025-10-24
DOI
https://doi.org/10.3389/fimmu.2025.1693940
Citations
1
Primary Topic
Ferroptosis and cancer prognosis
Type
article
Field-Weighted Citation Impact
1.52
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article

Single-cell and machine learning-based pyroptosis-related gene signature predicts prognosis and immunotherapy response in glioblastoma

Yinzhi Wang, Lin Fang, Congjun Li, Feng Lu et al.
1 citations
Frontiers in Immunology
Ferroptosis and cancer prognosis
1.52
article

Single-cell and machine learning-based pyroptosis-related gene signature predicts prognosis and immunotherapy response in glioblastoma

Yinzhi Wang, Lin Fang, Congjun Li, Feng Lu, Fanbo Meng, Desheng Wang
article en
1 citations

Abstract

This study systematically elucidates the role of pyroptosis in GBM and establishes PRGS as a reliable prognostic biomarker. PRGS not only refines risk stratification and predicts immunotherapy response but also provides molecular insights into tumor metabolism and immune regulation, thereby offering potential avenues for targeted therapeutic strategies in GBM.

Frontiers in ImmunologyVol. 16
Taizhou Central Hospital (CN), Second Hospital of Tianjin Medical University (CN), Tianjin Hospital (CN), Tianjin Medical University (CN)
Openalex Percentile: Top 13%
Ferroptosis and cancer prognosis
1.52
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