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Record W4408894783 · doi:10.1055/s-0045-1805623

Long-Term Outcomes of Endoscopic Drainage Modalities in Patients with Pancreatic Fluid Collections Following Acute Pancreatitis: a multicenter retrospective cohort study

2025· article· en· W4408894783 on OpenAlexaff
Х. А. Халаф, Krystian Pawlak, Hans‐Peter Tony, Marek Jackowski, Maria Terrin, Yoshinori Fujiyoshi, Marco Spadaccini, Shagun Gupta, Alessandro Fugazza, Reza Gholami, Tommy Rizkala, Silvia Carrara, Daniel Tham, MAG A Bucheeri, Huai Li, Monireh Mahjoob, S Nasruddin, Rosalie Devloo, Youstina Hanna, Cesare Hassan, Jeffrey D. Mosko, Christopher Teshima, G May, Mateusz Jagielski, Alessandro Repici, Natalia Causada Calo

Bibliographic record

VenueEndoscopy · 2025
Typearticle
Languageen
FieldMedicine
TopicPancreatitis Pathology and Treatment
Canadian institutionsSt. Michael's Hospital
Fundersnot available
KeywordsMedicineRetrospective cohort studyPancreatitisAcute pancreatitisModalitiesCohort studyGeneral surgeryMulticenter studyCohortInternal medicineRandomized controlled trial

Abstract

fetched live from OpenAlex

Aims This study aims to evaluate current practices in managing pancreatic fluid collections, identify trends over time, and assess predictors of clinical improvement and collection resolution following various drainage procedures. Methods An international multicenter cohort study was conducted across three institutions from 2016 to 2023. Patients with radiologically confirmed pancreatic fluid collections were included. The primary outcome was the time to clinical improvement post-drainage, defined as resolution of indications for drainage. Secondary outcomes included complications, readmissions, and rates of collection resolution. Results 403 patients were included in the final analysis. The median age of participants was 56 years (IQR: 24.5), and the cohort was predominantly male (75.8%). Comorbidities included hypertension (41.7%), diabetes (21.3%), and coronary artery disease (16.6%). The most common etiologies of pancreatitis were alcohol misuse disorder (40.0%) and biliary causes (27.8%). Severity classification revealed mild pancreatitis in 46.2%, moderate in 39.0%, and severe in 14.6%. The majority of patients presented with walled-off pancreatic necrosis (62.8%), and 44.7% required drainage due to infection. Endoscopic interventions included lumen-apposing metal stents (46.4%), bi-flanged metal stents (39.2%), and double pigtail stents (12.5%). Adverse events were rare, with a bleeding rate of 0.25% and a stent migration rate of 1.99%. At follow-up, 79.4% of patients achieved resolution of fluid collections, with a total follow-up time of 192.6 person-years and a median follow-up of 190 days (IQR: 267.5). The overall resolution rate was 76.4%. Reintervention was required in 24.8% of patients, with 55% of these requiring endoscopic re-stenting. The median time to reintervention was 108 days (IQR: 244). Factors associated with faster recovery after drainage, as identified through Cox regression, included LAMS placement (HR=1.8, [1.44, 2.35], P<0.001) and peripancreatic involvement only (HR=1.2, [1.02, 1.31], P=0.02). Older age, female sex, and the location of the procedure were not significantly associated with recovery time (Age: HR=1.0, [0.99, 1.01], P=0.43; Sex: HR=1.1, [0.85, 1.37], P=0.53). Factors predictive of longer resolution times included repeat pancreatitis (HR=0.56, [0.37, 0.83], P=0.004), multiorgan failure (HR=0.45, [0.27, 0.76], P=0.003), and walled-off necrosis as the type of pancreatic fluid collection (HR=0.75, [0.59, 0.94], P=0.01). Predictors of procedure failure, identified through logistic regression, included age (OR=1.0, [1.00, 1.03], P=0.06), multi-organ failure (OR=6.3, [3.04, 13.18], P<0.001), and walled-off necrosis (OR=2.54, [1.41, 4.57], P=0.002). Factors associated with improvement included biliary (OR=0.39, [0.21, 0.75], P=0.005) and chronic pancreatitis etiology (OR=0.48, [0.02, 0.23], P<0.001) [ 1 ] [ 2 ] [ 3 ] [ 4 ] [ 5 ] [ 6 ] [ 7 ] [ 8 ] [ 9 ] [ 10 ] [ 11 ]. Conclusions In conclusion, our study underscores the complexity of managing pancreatic fluid collections, emphasizing the role of timely interventions and stenting strategies in clinical outcomes. Publication History Article published online: 27 March 2025 © 2025. European Society of Gastrointestinal Endoscopy. All rights reserved. Georg Thieme Verlag KG Oswald-Hesse-Straße 50, 70469 Stuttgart, Germany

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.007
GPT teacher head0.281
Teacher spread0.274 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Published2025
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