The observed correlation between the risk score and SNAI1/SNAI2 expression aligns with the enrichment of the TNF-α/NFκB signaling pathway in high-risk patients, a pathway that has been implicated in cancer cell migration and invasion through activation of Snail family transcription factors, as previously demonstrated in other malignancies [56]. This evidence concerns the gene TNF and cancer.