Our results in Table 3 revealed that overexpression of HSP10 protein was identified as an independent poor prognostic factor for astrocytoma (P = 0.032), so did WHO grades (P = 0.035). This evidence concerns the gene HSPE1 and astrocytoma (excluding glioblastoma).