A substantial body of research has employed diverse bioinformatics approaches to identify oncogenic genes, revealing that NUSAP1 is a hub gene frequently observed in various digestive system tumors, including hepatocellular carcinoma (85), gastric cancer (122), colorectal cancer (124–127), and pancreatic cancer (131–134). Here, NUSAP1 is linked to familial pancreatic carcinoma.