The most prominent finding was that TFDP1 was highly activated in cluster 1 and was the top-ranked TF regulon, which was consistent with the trend revealed by the heatmap and tumor samples in our validation cohort (Fig. 2I, J, Supplementary Fig. 2s). This evidence concerns the gene TF and neoplasm.