Hence, we speculate that the key genes, including MYC and CXCL8, are involved in meningioma progression via the regulating of different pathways such as the TNF signaling pathway, cytokine-cytokine receptor interaction, and IL-17 signaling pathway. Here, TNF is linked to meningioma.