In a recent landmark study, Wang et al<i>.</i> introduced an innovative internal Z-score based approach to comprehensively characterize the transcription factor (TF) landscape in prostate cancer progression, uncovering distinct TF profiles associated with adenocarcinoma and NEPC lineages. This evidence concerns the gene TF and prostate carcinoma.