To validate our findings, we employed Kaplan-Meier survival curves and ROC curves to analyze the key genes associated with C2 tumor cell subtypes, including the top five transcription factors (IGF2, PRRX1, MAFB, LBX2, GATA2, MAFG). This evidence concerns the gene MAFB and neoplasm.