As an influential player in the cuproptosis gene family, SLC31A1 has been confirmed to be highly correlated with poor prognosis in a range of tumor types, including BC, cervical cancers, head and neck squamous cell carcinoma, and esophageal carcinoma (ESCA) 63,78. This evidence concerns the gene SLC31A1 and head and neck squamous cell carcinoma.