Evidence map›Paper›PMID 41964297›Full record

ArticleANZ journal of surgery

External Validation of the Auditing Fistula Risk Score for Pancreatoduodenectomy.

Hwee Leong Tan, Yun Zhao, Darren Weiquan Chua, Brian Kim Poh Goh, Ye Xin Koh

Abstract readValidation Study
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Hwee Leong TanDepartment of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Academia, Singapore, Singapore.
Yun ZhaoDepartment of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Academia, Singapore, Singapore.ORCID https://orcid.org/0000-0003-4093-4695
Darren Weiquan ChuaDepartment of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Academia, Singapore, Singapore.
Brian Kim Poh GohDepartment of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Academia, Singapore, Singapore.ORCID https://orcid.org/0000-0001-8218-4576
Ye Xin KohDepartment of Hepatopancreatobiliary and Transplant Surgery, Singapore General Hospital and National Cancer Centre Singapore, Academia, Singapore, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPostoperative pancreatic fistula (POPF) complicates 10%-25% of pancreatoduodenectomies (PDs). This study sought to validate the recent Auditing Fistula Risk Score (Auditing-FRS).

methodsPDs recorded in the 2015-2023 National Surgical Quality Improvement Program (NSQIP) were analyzed. Multivariable logistic regression confirmed independent predictors. Discrimination was quantified using the area under the receiver operating characteristic curve (AUC). Calibration was assessed using the Brier score, and decision-curve analysis (DCA) evaluated clinical utility across overall, open (OPD), laparoscopic (LPD), and robotic (RPD) subgroups.

resultsAmong 25 250 PDs, POPF occurred in 12.6% of cases. All Auditing-FRS predictors remained independently associated with POPF. The AUC was 0.694 (95% confidence interval [CI] 0.684-0.704) for the overall cohort, with comparable performance across operative subgroups: OPD 0.693 (95% CI 0.683-0.703), LPD 0.708 (95% CI 0.672-0.745), and RPD 0.701 (95% CI 0.657-0.744). Predicted and observed POPF probabilities were closely aligned. DCA demonstrated that within the clinically relevant threshold range of 5%-30%, the Auditing-FRS consistently offered greater net benefit than treating all or no patients.

conclusionThe Auditing-FRS demonstrates acceptable discrimination and good calibration in a large NSQIP cohort across open, laparoscopic, and robotic approaches, supporting its use for institutional benchmarking and perioperative risk stratification.

Indexed as

Pancreatic FistulaPancreaticoduodenectomyPostoperative ComplicationsAgedFemaleHumansMaleMiddle AgedRetrospective StudiesRisk AssessmentRisk FactorsROC Curveauditing‐fistula risk scoreNSQIP validationpancreaticoduodenectomypostoperative pancreatic fistularisk prediction

Identifiers

PMID41964297
PMCPMC13536262

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.