These findings suggest that Linc01559 interacts with GRSF1 to upregulate its expression, thereby promoting tumor cell migration, the stemness phenotype, and EMT as well as inhibiting apoptosis in duodenal adenocarcinoma (Figure 7). The gene discussed is GRSF1; the disease is duodenal adenocarcinoma.