The association analysis conducted in our study unveiled significant relationships between key prognostic markers Ki-67, IDH-1, ATRX and p53—and various clinical parameters encompassing age, histological type, treatment modalities, and tumor grade. The gene discussed is IDH1; the disease is neoplasm.