We found that SAP deletion significantly promoted the growth, invasion and metastasis of malignant insulinoma through C‐X‐C motif chemokine ligand 12 (CXCL12) secreted by cancer‐associated fibroblasts (CAFs). Here, CXCL12 is linked to pancreatic insulinoma.