More surprisingly, ID1 was the top one transcriptional factor gene (Fig. 6B) and was dramatically upregulated and specific in cancer cells (Fig. 6E,F), suggesting that ID1 might be critical for the PDAC development in human. Here, ID1 is linked to cancer.