Machine learning integration with multi-omics data constructs a robust prognostic model and identifies PTGES3 as a therapeutic target for precision oncology in lung adenocarcinoma

Our findings highlight the potential of LS score-based molecular subtyping to improve treatment strategies for lung adenocarcinoma and emphasize PTGES3's role in new therapeutic development.

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Publication Details

Journal
Frontiers in Immunology
Published
2025-09-29
DOI
https://doi.org/10.3389/fimmu.2025.1651270
Citations
1
Primary Topic
Cancer Immunotherapy and Biomarkers
Type
article
Field-Weighted Citation Impact
1.05
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article

Machine learning integration with multi-omics data constructs a robust prognostic model and identifies PTGES3 as a therapeutic target for precision oncology in lung adenocarcinoma

Yan Zhuang, K. Weng, Lin Ruan, Jing Li et al.
1 citations
Frontiers in Immunology
Cancer Immunotherapy and Biomarkers
1.05
article

Machine learning integration with multi-omics data constructs a robust prognostic model and identifies PTGES3 as a therapeutic target for precision oncology in lung adenocarcinoma

Yan Zhuang, K. Weng, Lin Ruan, Jing Li, Yutong Chen, Weiyu Zhang, Yiming Zeng, Liming Lin
article en
1 citations

Abstract

Our findings highlight the potential of LS score-based molecular subtyping to improve treatment strategies for lung adenocarcinoma and emphasize PTGES3's role in new therapeutic development.

Frontiers in ImmunologyVol. 16
Fujian Medical University (CN), Second Affiliated Hospital of Fujian Medical University (CN), Fujian Provincial Hospital (CN), Putian University (CN)
Openalex Percentile: Top 17%
Cancer Immunotherapy and Biomarkers
1.05
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