Along with the trajectory, epithelial cell marker EPCAM and ductal marker KRT19 exhibited sustained high expression levels during PDAC progression, while genes previously reported to be involved in tumor progression, such as MUC1 and CEACAM6, gradually upregulated along with the transition (Fig. 4E). Here, KRT19 is linked to neoplasm.