Evidence map›Paper›PMID 42299299›Full record

ArticleGland surgery2026

Construction of a predictive model for postoperative pancreatic fistula following pancreaticoduodenectomy and an exploration of inflammatory biomarker associations.

Shutong Shao, Kang Xue, Xiaofeng Liu, Junjie Xiong, Bole Tian

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Article in Gland surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

5 authors.

Shutong Shao *Division of Pancreatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China.
Kang Xue *Division of Pancreatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China.
Xiaofeng LiuDivision of Pancreatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China.
Junjie XiongDivision of Pancreatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China.
Bole TianDivision of Pancreatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Clinically relevant postoperative pancreatic fistula (CR-POPF) remains a significant cause of morbidity after pancreaticoduodenectomy (PD). Existing predictive tools, such as the Fistula risk score (FRS), demonstrate inconsistent performance. This study aimed to develop a nomogram with superior predictive accuracy for CR-POPF. Methods: This retrospective cohort study analysed 1,026 PD patients (70% training, 30% validation). Least absolute shrinkage and selection operator (LASSO) and multivariate logistic regression were used to identify independent predictors and construct a dynamic nomogram. Model performance was assessed via the area under the curve (AUC), calibration, and decision curve analysis (DCA). Results: CR-POPF occurred in 18.4% of the cohort. Multivariable analysis identified five independent predictors: soft pancreatic texture, small pancreatic duct diameter, elevated body mass index (BMI), prolonged operation time, and absence of diabetes mellitus. Inflammatory markers were not retained in the final model. The nomogram showed robust discrimination with AUCs of 0.770 (training) and 0.759 (validation), significantly outperforming both the alternative FRS (a-FRS) (AUC =0.579) and the traditional FRS (AUC =0.529). Conclusions: We successfully developed and internally validated a superior nomogram integrating anatomical, metabolic, and procedural factors. This highly accurate tool facilitates precise preoperative and intraoperative risk stratification, guiding tailored preventive strategies to mitigate the burden of POPF.

Indexed as

nomogramPancreaticoduodenectomy (PD)postoperative pancreatic fistula (POPF)predictive model

Identifiers

PMID42299299
PMCPMC13264731

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.