The multivariate cox proportional hazards model indicated that LINC00470 expression and astrocytoma grades were independently associated with overall survival (hazard ratio [HR] = 2.876, P = 0.02; HR = 1.892, P = 0.044; respectively) (Table 2). This evidence concerns the gene LINC00470 and astrocytoma (excluding glioblastoma).