Moreover, transcription factor activity inference revealed the subcluster-specific expression of regulators such as FOXC1 and E2F1, highlighting the central role of transcriptional regulatory networks in shaping tumor phenotypes. This evidence concerns the gene E2F1 and neoplasm.