Using these approaches, we found that overall survival was the main clinical trait associated with the transcriptome profiles of pancreatic cancer patients, and that DSG3, ARNTL2, NUSAP1 and KRT7 were independent prognostic factors. Here, DSG3 is linked to familial pancreatic carcinoma.