ArticleJournal of gastrointestinal surgery : official journal of the Society for Surgery of the Alimentary Tract2021
A Novel Pancreatic Fistula Risk Score Including Preoperative Radiation Therapy in Pancreatic Cancer Patients.
Article in Journal of gastrointestinal surgery : official journal of the Society for Surgery of the Alimentary Tract, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 33 citations in OpenAlex.
- Impact of age on safety of pancreaticoduodenectomy: a nationwide cohort study stratified by surgical approach and anastomotic technique with optimal age cut-off analysis.Science China. Life sciences · 2026Article
- External validation of the original, alternative, updated alternative, and auditing Fistula Risk Score for the prediction of post-operative pancreatic fistula after minimally invasive and open pancreatoduodenectomy.Surgical endoscopy · 2026Article
- Does neoadjuvant therapy reduce pancreatic fistula after pancreatoduodenectomy and distal pancreatectomy?-a systematic review and meta-analysis.Hepatobiliary surgery and nutrition · 2026Article
- Laparoscopic versus open pancreaticoduodenectomy for pancreatic or periampullary tumors: a multicenter propensity score-matched comparative study.Surgical endoscopy · 2025Article
- Advancements in postoperative pancreatic fistula: a comprehensive review of predictive factors, therapies, scoring systems and ongoing trials.eGastroenterology · 2025Review
- Single Center, Propensity Score Matching Analysis of Different Reconstruction Techniques following Pancreatoduodenectomy.Journal of clinical medicine · 2023Article
- Differential Performance of Machine Learning Models in Prediction of Procedure-Specific Outcomes.Journal of gastrointestinal surgery : official journal of the Society for Surgery of the Alimentary Tract · 2022Article
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Authors and funding
11 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPostoperative pancreatic fistula (POPF) is the most serious complication following pancreaticoduodenectomy (PD). Identifying patients at high or low risk of developing POPF is important in perioperative management. This study aimed to determine a predictive risk score for POPF following PD, and compare it to preexisting scores.
methodsAll patients who underwent open PD from 2012 to 2017 in two high-volume centers were included. The training dataset was used for the development of the POPF predictive risk score (using the 2016 ISGPS definition), while the testing dataset was used for external validation. The proposed score was compared to the fistula risk score (FRS), the NSQIP-modified FRS (mFRS), and the alternative FRS (aFRS).
resultsOverall, 448 and 213 patients were included in the training and testing datasets, respectively. A probabilistic predictive risk score was developed using four independent POPF risk factors (increasing age, no preoperative radiation therapy, soft pancreatic stump, and decreasing main pancreatic duct diameter). The discriminative capacities of the new score, FRS, mFRS, and aFRS were similar (AUC ranging from 0.73 to 0.79 in the training cohort and from 0.73 to 0.76 in the testing cohort). However, the new score identified more specifically patients at low risk of POPF compared with other scores, in both cohorts, with a 6% false-negative rate.
conclusionsPreoperative radiation therapy is an independent protective factor of POPF following PD. It should be included in the risk score of POPF to identify more precisely patients at low risk for this complication.
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