Through comprehensive analysis-including RT-qPCR, ELISA, immunohistochemistry, methylation profiling, miRNA expression, and survival analysis, we demonstrate that TNF-α, IL-1 β, and MAP3K8 are not only upregulated in high-grade astrocytomas but also independently predict worse overall survival. This evidence concerns the gene TNF and astrocytoma (excluding glioblastoma).