IGF2 and neoplasm: 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).