['An inflammation-based prognostic score, the modified Glasgow prognostic score (mGPS), has been reported to be useful for predicting postoperative survival in patients with various types of cancer. However, no studies have investigated whether the mGPS can predict biliary stent (BS) patency in patients undergoing BS placement for unresectable malignant biliary obstruction (UMBO).', 'To evaluate the usefulness of the mGPS for predicting BS patency in patients undergoing intraoperative placement of uncovered expandable metallic stents (EMSs) for UMBO.', 'The mGPS was calculated as follows: patients with both an elevated C-reactive protein (CRP) level (>1.0 mg/dl) and hypoalbuminemia (<3.5 g/dl) were allocated a score of 2. Patients with only an elevated CRP level were allocated a score of 1, and patients without an elevated CRP level were allocated a score of 0. EMS patency was compared by Kaplan-Meier analysis and log-rank test between the two groups (mGPS 0 vs. mGPS 1 or 2). The significant risk factors for EMS occlusion were investigated by Cox proportional hazards model analysis.', 'Kaplan-Meier analysis revealed that patients with mGPS 1 (n=7) and 2 (n=19) had a lower EMS patency rate (p=0.014) than patients with mGPS 0 (n=37). Although univariate analyses revealed that a high serum total bilirubin level, stent-in-stent placement, and mGPS 1 or 2 were significant risk factors predictive of EMS occlusion, multivariate analysis demonstrated that no independent risk factors were significant.'] Does inflammation-based prognostic score predict biliary stent patency in patients with unresectable malignant biliary obstruction?