Celiac artery (CA) occlusion or stenosis is identified in up to almost half of all patients undergoing abdominal angiography, and the resulting increased collateral blood flow from the superior mesenteric artery to the pancreaticoduodenal artery (PDA) may cause PDA aneurysms (PDAAs). PDAAs are rare but could be fatal if they rupture. However, treatment of the PDAA could block this important collateral blood flow pathway, leading to ischemic organ damage. Treatment of such aneurysms is therefore difficult, especially in patients with multiple PDAAs. Successful treatment of PDAAs requires establishing blood flow in the CA region and selecting which aneurysm(s) to treat. We present four patients who underwent surgery for unruptured PDAAs caused by CA obstruction. Blood flow in the CA region was established by bypassing the splenic artery and by anastomosing it either directly to the left renal artery (n = 1) or to the abdominal aorta using a graft (saphenous vein: n = 1; artificial vessel: n = 2). Three patients had multiple PDAAs: all PDAAs were treated in one patient with PDAAs of similar size and shape, but only the largest PDAA with the highest risk of rupture was treated in the other two patients to simplify the procedure. The median observation period was 19.5 months (range: 11‐28 months), and all patients were alive without recurrence at the time of writing. Surgical treatment including splenic artery bypass may thus be a viable option for treating patients with unruptured PDAAs.