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). Here, COL10A1 is linked to familial pancreatic carcinoma.