A293 PREVALENCE OF METABOLIC ASSOCIATED STEATOTIC LIVER DISEASE AND ITS IMPACT ON ADVERSE OUTCOMES IN PRIMARY BILIARY CHOLANGITIS PATIENTS
Bibliographic record
Abstract
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".