Synergistic bioinformatics and sophisticated machine learning unveil ferroptosis-driven regulatory pathways and immunotherapy potential in breast carcinoma

The integration of bioinformatics and machine learning in this study underscores a strong correlation between FRG expression patterns and BRCA prognosis, affirming their potential as precise biomarkers for personalized immunotherapy.

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Publication Details

Journal
Discover Oncology
Published
2025-05-04
DOI
https://doi.org/10.1007/s12672-025-02393-7
Primary Topic
Ferroptosis and cancer prognosis
Type
article
Field-Weighted Citation Impact
0.00
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article

Synergistic bioinformatics and sophisticated machine learning unveil ferroptosis-driven regulatory pathways and immunotherapy potential in breast carcinoma

Zhaofeng Tan, Lei Xia, Man Zheng, Zhen Ye
Discover Oncology
Ferroptosis and cancer prognosis
article

Synergistic bioinformatics and sophisticated machine learning unveil ferroptosis-driven regulatory pathways and immunotherapy potential in breast carcinoma

Zhaofeng Tan, Lei Xia, Man Zheng, Zhen Ye
article en

Abstract

The integration of bioinformatics and machine learning in this study underscores a strong correlation between FRG expression patterns and BRCA prognosis, affirming their potential as precise biomarkers for personalized immunotherapy.

Discover OncologyVol. 16(1)
Wenzhou Medical University (CN), Shanghai University of Traditional Chinese Medicine (CN), Longhua Hospital Shanghai University of Traditional Chinese Medicine (CN), Shandong Provincial Hospital (CN), Dongyang People's Hospital (CN), Affiliated Hospital of Shandong University of Traditional Chinese Medicine (CN)
Good health and well-being
Openalex Percentile: Top 85%
Ferroptosis and cancer prognosis
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Synergistic bioinformatics and sophisticated machine learning unveil ferroptosis-driven regulatory pathways and immunotherapy potential in breast carcinoma — Zhaofeng Tan, Lei Xia, et al. · Discover Oncology (2025) | TGRS Research Map | TGRS