E2F1, a pivotal transcription factor regulating diverse cellular processes such as proliferation, differentiation, migration, and metabolism [42], exhibits dual oncogenic and tumor-suppressive roles in cancer progression [43, 44]. The gene discussed is E2F1; the disease is neoplasm.