A Ten-Gene Transcriptomic Biomarker Panel for Glioma Classification and Prognosis Identified via Integrative Hypergraph and Rough Set Analysis.

Cancers (Basel) · 2026 · PMC13204315 · PMID 42192936

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closest p · 0.0× alpha

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highly significantp = 4.60 × 10 −37actually significant

The biomarker-derived risk score demonstrated independent prognostic value in CGGA-693 (multivariate Cox hazard ratio = 9.195; p < 0.001) after adjustment for WHO histological grade, with Kaplan–Meier analysis confirming highly significant survival separation (log-rank p = 4.60 × 10 −37 ).

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