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Record W4408895342 · doi:10.1055/s-0045-1806607

Sarcopenia in Chronic Pancreatitis: An Overlooked Determinant of Outcomes in the Era of Endoscopic Management

2025· article· en· W4408895342 on OpenAlexaff
MAG A Bucheeri, Khaled Khalaf, Huai Li, Saara Nasruddin, Monireh Mahjoob, Yuhong Yuan, Natalia Causada Calo

Bibliographic record

VenueEndoscopy · 2025
Typearticle
Languageen
FieldMedicine
TopicNutrition and Health in Aging
Canadian institutionsSt. Michael's HospitalMcMaster UniversityUniversity of Toronto
Fundersnot available
KeywordsMedicineSarcopeniaPancreatitisChronic diseaseGeneral surgeryIntensive care medicineInternal medicine

Abstract

fetched live from OpenAlex

Aims Chronic pancreatitis (CP) is a progressive inflammatory disease leading to irreversible pancreatic damage, resulting in exocrine and endocrine insufficiency. While endoscopic interventions effectively manage morphological complications of CP, they do not address the systemic impacts of malnutrition, frailty, and sarcopenia—factors increasingly recognized as critical contributors to morbidity and mortality in these patients. This systematic review and meta-analysis aimed to evaluate the prevalence of sarcopenia in CP patients and assess the modalities used for its diagnosis, highlighting the potential interplay between sarcopenia and outcomes in CP management, including endoscopic care [ 1 ] [ 2 ] [ 3 ] [ 4 ]. Methods A systematic search of Ovid MEDLINE and Embase databases (from inception to November 2024) was conducted in accordance with PRISMA guidelines. Studies reporting the prevalence of sarcopenia in CP patients, assessed through various diagnostic modalities (e.g., anthropometrics, bioelectrical impedance analysis, DEXA, CT, MRI, or ultrasound), were included. Random-effects proportional meta-analysis using the Freeman-Tukey double arcsine transformation was applied to pool prevalence estimates. Heterogeneity was assessed using the I² statistic, and subgroup analyses explored sources of variability. Results Seventeen studies met the inclusion criteria were analyzed, with a total of 1,417 CP patients included. The pooled prevalence of sarcopenia was 52% [95% CI: 0.35; 0.69], with significant heterogeneity (I²=94%, p<0.01). The prediction interval [0.05–0.96] revealed variability in sarcopenia prevalence across populations and settings. These findings underscore the substantial burden of sarcopenia in CP, emphasizing its role as an underrecognized determinant of patient outcomes, including response to endoscopic therapy. Conclusions Endoscopic therapies in CP focus primarily on resolving morphological complications, yet the high prevalence of sarcopenia highlights a gap in addressing the broader systemic impact of the disease. Sarcopenia and related malnutrition diminish pancreatic reserve and exacerbate frailty, contributing to poorer outcomes and increased mortality. Integrating nutritional and muscle-preserving strategies into CP care, alongside endoscopic management, could improve overall outcomes and patient survival. Future studies should focus on standardizing sarcopenia assessment and exploring its interplay with endoscopic outcomes to refine CP management strategies. 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)0.008
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 score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.020
GPT teacher head0.358
Teacher spread0.339 · 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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Citations0
Published2025
Admission routes1
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