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Record W4416295278 · doi:10.1002/ueg2.70143

What the European Reference Network Registry for Rare Liver Diseases Tells Us About Primary Biliary Cholangitis in European Practice

2025· article· en· W4416295278 on OpenAlexaboutno aff
Marten A. Lantinga

Bibliographic record

VenueUnited European Gastroenterology Journal · 2025
Typearticle
Languageen
FieldMedicine
TopicLiver Diseases and Immunity
Canadian institutionsnot available
Fundersnot available
KeywordsObeticholic acidUrsodeoxycholic acidReferralEpidemiologyPrimary biliary cirrhosisCohortProspective cohort studyLiver diseaseDiseaseCirrhosis

Abstract

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Primary biliary cholangitis (PBC) continues to evolve as a disease, due to advances in non-invasive options to monitor disease progression, new therapeutic strategies, and identification of predictors for biochemical response. [1] As illustrated by a recent nationwide Dutch cohort study, the epidemiology of PBC is evolving reflected by a rising incidence, with the highest point prevalence increase observed amongst those aged 65 years and older. [2] The study by Gerussi et al. in this issue of the United European Gastroenterology Journal provides a prospective snapshot of the care provided for 327 patients across six European Reference Network Registry for Rare Liver Diseases (ERN R-LIVER) referral centers. [3] The prospective multicenter design of this study represents a methodological strength that distinguishes it from previous PBC patient registries. By including patients diagnosed between 2017 and March 2024, the authors can reflect on the current approach and challenges faced in these patients. This offers insights into how practice has followed guidelines, while on the other hand illustrating the gap in treatment options for patients not responding to either ursodeoxycholic acid (UDCA), off-label fibrates, or other strategies including for example obeticholic acid (OCA). A noteworthy finding is that almost 90% of PBC patients in the studied cohort had no signs of cirrhosis on imaging at diagnosis, further underlining the shift from historical studies where advanced disease at presentation was common. The widespread implementation of performing liver stiffness measurement (LSM) in 70.3% of patients at diagnosis is a relevant observation, as a recent international multicenter study analyzing 1.793 PBC patients (followed over a median of 22 months) showed that discordance between LSM and biochemical response is frequent, and that the current LSM value is the strongest predictor of future liver-related events in these patients. [4] Moreover, as shown in a multicenter Portuguese cohort study, among others baseline presence of cirrhosis was associated with a risk of incomplete response to UDCA, therefore warranting close monitoring of these patients when identified with cirrhosis at baseline. [5]. The almost universal initiation of first-line UDCA treatment at diagnosis (92.4%) at the recommended dose (median 13.3 mg/kg per day) shows the current near-perfect adherence to the clinical practice guideline across the included European centers. [6] Despite that inadequate biochemical response was observed in only 14.9% (Toronto criteria) and 22.3% (POISE criteria) of patients, respectively, normalization of alkaline phosphatase (ALP), was seen in 49.5% of patients after 12 months of UDCA. In contrast to this, the authors state that less than half of those with an inadequate response (following the Toronto criteria) were treated with any second-line treatment. Two main reasons could account for this. First, differences in availability and/or reimbursement of OCA across European countries exist, and fibrates remain an off-label option only. Second, as discussed in detail by the authors themselves, a combination of excluding patients participating in a clinical study investigating new treatment options (e.g., elafibranor and seladelpar), unavailability/delayed practice implementation of evidence at the time (e.g., the results of the BEZURSO trial [7]), and lack of specific treatment considerations in the current practice guideline, could have resulted in the relatively low number of patients receiving any form of second-line therapy. On the other hand, despite the prospective nature of the study by Gerussi et al. incomplete follow-up data led to the exclusion of 56% (n = 439/790) of patients of the total PBC cohort, potentially biasing these numbers. This exclusion rate is however remarkably similar to a recent retrospective study performed in The United States, in which only 52% of patients received adequate biochemical monitoring of treatment response. [8] This could highlight the unmet need for optimizing the biochemical monitoring and follow-up of treatment response of PBC patients. The importance of adequate follow-up is further highlighted by a recent Canadian multicenter cohort study which showed that loss of biochemical response at any time worsens outcomes in UDCA-treated patients with PBC. [9]. While the authors primarily focus on biochemical response, the study of Gerussi et al. fails to address the substantial symptom burden patients can experience. For example, fatigue is being increasingly recognized as a major determinant of health-related quality of life in PBC patients, reflected by the position paper by the ERN R-LIVER group which proposes an algorithm for its diagnosis and management. [10] Future registries should therefore integrate patient-reported outcome measures with biochemical monitoring to ensure a meaningful improvement in quality of life. To conclude, while PBC management has advanced with improved early detection and guideline adherence for first-line UDCA treatment, significant gaps persist in monitoring biochemical response and addressing symptom burden. The author has nothing to report. The author has nothing to report. The author declares no conflicts of interest. The author has nothing to report.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.055
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

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 head0.015
GPT teacher head0.260
Teacher spread0.244 · 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 teacher head, not a consensus.

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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