Furthermore, the univariate cox regression analysis demonstrated that PuMRS, together with other factors, including tumor grade, age, radiotherapy, KPS, 1p/19q codeletion, and IDH mutation (p-value < 0.05), was a potential prognostic factor in glioma patients (Figure 7E). Here, IDH1 is linked to neoplasm.