Our analysis led to the selection of Random Survival Forest for constructing a GMR prognosis model, pinpointing five key genes (SLC19A1, SGTA, PGK1, ETFA, TH) linked to BC prognosis (Figures 5B, C). The gene discussed is PGK1; the disease is breast cancer.