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Record W4391873246 · doi:10.1093/jcag/gwad061.293

A293 PREVALENCE OF METABOLIC ASSOCIATED STEATOTIC LIVER DISEASE AND ITS IMPACT ON ADVERSE OUTCOMES IN PRIMARY BILIARY CHOLANGITIS PATIENTS

2024· article· en· W4391873246 on OpenAlexaffabout
Rojin Kaviani, Y. Wong, Devika Shreekumar, Andrew L. Mason, A Montano Loza, Ellina Lytvyak

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2024
Typearticle
Languageen
FieldMedicine
TopicLiver Disease Diagnosis and Treatment
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsMedicineInternal medicineGastroenterologyAdverse effectLiver diseasePrimary sclerosing cholangitisBiliary diseaseDisease

Abstract

fetched live from OpenAlex

Abstract Background Metabolic associated steatotic liver disease (MASLD) is highly prevalent among Canadians, thus making coexistence with other liver diseases inevitable. Primary biliary cholangitis (PBC) is the most common autoimmune liver disease diagnosed in one out of 1,000 women above 40. The impact of concomitant MASLD on liver outcomes in patients with PBC is unclear. Aims We aimed to determine the prevalence of MASLD among patients with PBC and the association between concomitant liver disease and adverse liver outcomes. Methods PBC patients diagnosed between 1984 and 2023 and followed up at the University of Alberta with vibration-controlled transient elastography data available were included. MASLD was diagnosed if the Controlled Attenuation Parameter ≥288 dB/min with at least one cardio-metabolic criteria, based on elevated body mass index, blood pressure, and abnormal glycemic and lipid tests. Proportions were compared using chi-square, medians – Mann-Whitney test. We utilized a Cox hazards regression model to calculate hazard ratios and determine associations between MASLD and the development of cirrhosis or decompensation, need for liver transplant, or death. Results A total of 115 patients (87.0% females, age at diagnosis 52.3±11.5 years) followed over a median duration of 11.0 [range 0.1-39.7] years) were included. The prevalence of MASLD (33.0% [n=38]) was higher in females than males (35.0%[n=35] vs. 20.0%[n=3]; p=0.249). The prevalence of cirrhosis at diagnosis was twice as high among PBC patients with MASLD than those without (26.3%[n=10] vs. 13.0%[n=10]; p=0.076). No difference was observed in the frequency of decompensation at diagnosis (8.8%[n=3] vs. 6.3%[n=4]; p=0.638). Cirrhosis frequency (50.0% vs. 50.6%; p=0.948) and decompensation (38.2% vs.37.1%; p=0.912) over the course of the disease were similar between PBC patients with and without MASLD. There was no association between MASLD and development of cirrhosis (HR0.51, 95%CI 0.23-1.13; p=0.095), decompensation (HR0.81, 95%CI 0.37-1.76; p=0.596), liver transplantation (HR0.72, 95%CI 0.19-2.72; p=0.628), or death (HR0.69, 95%CI 0.22-2.16; p=0.519). PBC patients with MASLD have comparable event-free (median 10.7 [3.1-30.8] vs. 10.7 [0.1-23.3] years; p=0.684) and overall survival (median 11.3 [3.2-39.7 vs. 10.7 [0.1-23.3] years; p=0.456). Conclusions Every third patient with PBC had MASLD, which tended to be more prevalent among females. We did not observe any significant differences in the development of adverse liver outcomes between patients with PBC and concurrent MASLD in comparison to those without. Studies with larger sample sizes are necessary to further explore the potential impact of MASLD on liver outcomes. Funding Agencies None

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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)0.000
metaresearch head score (Gemma)0.001
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 score0.086
Threshold uncertainty score0.172

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.007
GPT teacher head0.240
Teacher spread0.233 · 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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Citations2
Published2024
Admission routes2
Has abstractyes

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