Evidence map›Paper›PMID 40114539›Full record

ArticleThe British journal of surgery2025

International multicentre validation of the left pancreatectomy pancreatic fistula prediction models and development and validation of the combined DISPAIR-FRS prediction model.

Akseli Bonsdorff, Trond Kjeseth, Jakob Kirkegård, Charles de Ponthaud, Poya Ghorbani, Johanna Wennerblom, Caroline Williamson, Alexandra W Acher, Manoj Thillai, Timo Tarvainen and 20 more

Abstract readMulticenter StudyValidation Study
In one paragraph

Article in The British journal of surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

30 authors.

Akseli BonsdorffDepartment of Gastroenterological Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.ORCID 0000-0002-2096-6131
Trond KjesethDepartment of Hepato-Pancreato-Biliary Surgery, Rikshospitalet, Oslo University Hospital, Oslo, Norway.
Jakob KirkegårdDepartment of Surgery, HPB Section and Institute for Clinical Medicine, Aarhus University Hospital, Aarhus University, Aarhus, Denmark.ORCID 0000-0002-6994-0637
Charles de PonthaudDepartment of Digestive, Hepato-Pancreato-Biliary Surgery and Liver Transplantation, AP-HP Pitié-Salpêtrière Hospital, Sorbonne Université Paris, Paris, France.ORCID 0000-0001-6011-7663
Poya GhorbaniDivision of Surgery and Oncology, Department of Clinical Science, Intervention, and Technology, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden.
Johanna WennerblomDepartment of Surgery, Sahlgrenska University Hospital, Gothenburg, Sweden.ORCID 0000-0002-2757-7489
Caroline WilliamsonDepartment of Surgery, Skåne University Hospital at Lund, Lund University, Lund, Sweden.ORCID 0000-0002-9743-3149
Alexandra W AcherDepartment of Surgery, University of Toronto and Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada.
Manoj ThillaiHepatobiliary and Pancreatic Unit & Edinburgh Transplant Unit, University of Edinburgh, Royal Infirmary, Edinburgh, UK.
Timo TarvainenDepartment of Gastroenterological Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.
Ilkka HelanteräDepartment of Transplantation and Liver Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.
Aki UutelaHepatobiliary and Pancreatic Unit & Edinburgh Transplant Unit, University of Edinburgh, Royal Infirmary, Edinburgh, UK.ORCID 0000-0003-1324-5894
Jukka SirénDepartment of Gastroenterological Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.
Arto KokkolaDepartment of Gastroenterological Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.
Mushegh SahakyanDepartment of Surgery, Vestre Viken Hospital Trust, Ringerike Hospital, Hønefoss, Norway.ORCID 0000-0002-4815-7694
Dyre KleiveDepartment of Hepato-Pancreato-Biliary Surgery, Rikshospitalet, Oslo University Hospital, Oslo, Norway.
Rolf HagenDepartment of Surgery, Vestfold Hospital Trust, Tønsberg, Norway.
Andrea LundDepartment of Surgery, HPB Section and Institute for Clinical Medicine, Aarhus University Hospital, Aarhus University, Aarhus, Denmark.
Mette F NielsenDepartment of Surgery, HPB Section and Institute for Clinical Medicine, Aarhus University Hospital, Aarhus University, Aarhus, Denmark.
Jean-Christophe VaillantDivision of Surgery and Oncology, Department of Clinical Science, Intervention, and Technology, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden.
Richard FristedtDepartment of Surgery, Skåne University Hospital at Lund, Lund University, Lund, Sweden.
Christina BiörserudDepartment of Surgery, Sahlgrenska University Hospital, Gothenburg, Sweden.
Svein O BratlieDepartment of Surgery, Sahlgrenska University Hospital, Gothenburg, Sweden.
Bobby TingstedtDepartment of Surgery, Skåne University Hospital at Lund, Lund University, Lund, Sweden.ORCID 0000-0002-5940-8276
Knut J LaboriDepartment of Hepato-Pancreato-Biliary Surgery, Rikshospitalet, Oslo University Hospital, Oslo, Norway.
Sébastien GaujouxDivision of Surgery and Oncology, Department of Clinical Science, Intervention, and Technology, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden.
Stephen J WigmoreHepatobiliary and Pancreatic Unit & Edinburgh Transplant Unit, University of Edinburgh, Royal Infirmary, Edinburgh, UK.
Julie HalletDepartment of Surgery, University of Toronto and Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada.ORCID 0000-0001-5108-1072
Ernesto SparrelidDepartment of Digestive, Hepato-Pancreato-Biliary Surgery and Liver Transplantation, AP-HP Pitié-Salpêtrière Hospital, Sorbonne Université Paris, Paris, France.
Ville SallinenDepartment of Gastroenterological Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.ORCID 0000-0001-5394-4169

Funding

Cancer Foundation FinlandHelsinki University Hospitalthe Finnish Medical Foundationthe Paulo Foundation
6 · The paper itself

Abstract

backgroundEvery fifth patient undergoing left pancreatectomy develops a postoperative pancreatic fistula (POPF). Accurate POPF risk prediction could help. Two independent preoperative prediction models have been developed and externally validated: DISPAIR and D-FRS. The aim of this study was to validate, compare, and possibly update the models.

methodsPatients from nine high-volume pancreatic surgery centres (8 in Europe and 1 in North America) were included in this retrospective cohort study. Inclusion criteria were age over 18 years and open or minimally invasive left pancreatectomy since 2010. Model performance was assessed with discrimination (receiver operating characteristic (ROC) curves) and calibration (calibration plots). The updated model was developed with logistic regression and internally-externally validated.

resultsOf 2284 patients included, 497 (21.8%) developed POPF. Both DISPAIR (area under the ROC curve (AUC) 0.62) and D-FRS (AUC 0.62) performed suboptimally, both in the pooled validation cohort combining every centre's data and centre-wise. An updated model, named DISPAIR-FRS, was constructed by combining the most stable predictors from the existing models and incorporating other readily available patient demographics, such as age, sex, transection site, pancreatic thickness at the transection site, and main pancreatic duct diameter at the transection site. Internal-external validation demonstrated an AUC of 0.72, a calibration slope of 0.93, and an intercept of -0.02 for the updated model.

conclusionThe combined updated model of DISPAIR and D-FRS named DISPAIR-FRS demonstrated better performance and can be accessed at www.tinyurl.com/the-dispair-frs.

Indexed as

PancreatectomyPancreatic FistulaPostoperative ComplicationsAdultAgedFemaleHumansMaleMiddle AgedRetrospective StudiesRisk AssessmentRisk FactorsROC Curve

Identifiers

PMID40114539
PMCPMC11926329

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Registered trials

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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.