From this risk model, we can see that the upregulation of COL10A1/FAP/FN1 expression is a risk factor for pancreatic cancer, and the upregulation of all three increases the risk of developing PC in patients (Fig. 4A). This evidence concerns the gene FN1 and familial pancreatic carcinoma.