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 carcinoma of esophagus.