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. 2025 Aug 18.
doi: 10.1007/s11604-025-01847-w. Online ahead of print.

Developing a predictive model for healing of clinically relevant pancreatic fistulas post-pancreatoduodenectomy based on clinical and imaging nutritional status

Affiliations

Developing a predictive model for healing of clinically relevant pancreatic fistulas post-pancreatoduodenectomy based on clinical and imaging nutritional status

Yuan Xu et al. Jpn J Radiol. .

Abstract

Background: Clinically relevant pancreatic fistula (CR-PF) is a common complication following pancreaticoduodenectomy, and delayed healing (DH) of the fistula can lead to poor prognosis. We aimed to predict DH of CR-PF based on postoperative clinical and imaging-related inflammation and nutritional status in patients.

Methods: We retrospectively collected data from 121 patients who developed grade B CR-PF following pancreaticoduodenectomy (PD) at two centers between 2018 and 2023. Patients were categorized into early and delayed healing groups based on the median healing time. Postoperative contrast-enhanced CT was used to measure pancreatic thickness (PT), main pancreatic duct diameter (DPD), and psoas muscle index (PMI). Logistic regression analysis was used to identify risk factors associated with delayed healing and to construct a predictive model. Model performance was evaluated using the area under the receiver operating characteristic curve (AUC), calibration curve, and decision curve analysis (DCA).

Results: Postoperative neutrophil-to-lymphocyte ratio, prognostic nutritional index, PMI, PT, and pancreatic texture (soft) were identified as independent risk factors for DH in patients with Grade B CR-PF. A comprehensive model was constructed based on these independent predictors. In the validation group, the model demonstrated an AUC of 0.840 (95% CI 0.711-0.969), and DCA and calibration curve indicated good predictive consistency and clinical utility.

Conclusion: The model constructed based on dual-center data can accurately predict DH of Grade B CR-PF, providing reference value for clinicians in nutritional support and surgical interventions for CR-PF.

Keywords: Clinically relevant pancreatic fistula; Inflammation; Nutritional status; Pancreaticoduodenectomy; Surgery complication.

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Conflict of interest statement

Declarations. Conflict of interest: The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article. Ethics approval and informed consent: This is a retrospective study that follows the Declaration of Helsinki and good clinical practice guidelines, and was approved by the Ethics Committee of Center 1 (Lanzhou University Second Hospital) and Center 2 (the Affiliated Hospital of Qingdao University). The committee waived the need for informed consent to be obtained because this case series is a retrospective study. The medical records and data accessed in the study contained no personal or identifying information. Language editing services: The authors thank MJEditor ( www.mjeditor.com ) for providing English language editing during the preparation of this manuscript.

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References

    1. Brown EG, Yang A, Canter RJ, et al. Outcomes of pancreaticoduodenectomy: where should we focus our efforts on improving outcomes? JAMA Surg. 2014;149(7):694–9. - PubMed
    1. Yamashita Y, Shirabe K, Tsujita E, et al. Surgical outcomes of pancreaticoduodenectomy for periampullary tumors in elderly patients. Langenbecks Arch Surg. 2013;398(4):539–45. - PubMed
    1. He C, Zhang Y, Li L, et al. Risk factor analysis and prediction of postoperative clinically relevant pancreatic fistula after distal pancreatectomy. BMC Surg. 2023;23(1):5. - PubMed - PMC
    1. Toya K, Tomimaru Y, Kobayashi S, et al. Preoperative neutrophil-to-lymphocyte ratio predicts healing time for postoperative pancreatic fistula after distal pancreatectomy. Ann Gastroenterol Surg. 2022;6(1):169–75. - PubMed
    1. Tomimaru Y, Noguchi K, Noura S, et al. Factors affecting healing time of postoperative pancreatic fistula in patients undergoing pancreaticoduodenectomy. Mol Clin Oncol. 2019;10(4):435–40. - PubMed - PMC

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