TNF and cancer: KEGG results showed that Radix Astragali acted on hypopharyngeal carcinoma through multiple signaling pathways, such as PI3K-Akt signaling pathway, IL-17 signaling pathway, TNF signaling pathway, and PD-L1 expression and PD-1 checkpoint pathway in cancer.