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Record W4412522542 · doi:10.1111/liv.70190

Pathogenesis, Non‐Invasive Assessments and Treatment of Hepatic Fibrosis in Autoimmune Liver Diseases

2025· review· en· W4412522542 on OpenAlexaff
Ellina Lytvyak, Gideon M. Hirschfield, Devika Shreekumar, Yu Jun Wong, Aldo J. Montaño‐Loza

Bibliographic record

VenueLiver International · 2025
Typereview
Languageen
FieldMedicine
TopicLiver Diseases and Immunity
Canadian institutionsUniversity Health NetworkUniversity of Alberta HospitalToronto General HospitalUniversity of Alberta
Fundersnot available
KeywordsPathogenesisMedicineHepatic fibrosisLiver fibrosisAutoimmune hepatitisFibrosisImmunologyPathologyGastroenterologyInternal medicineHepatitis

Abstract

fetched live from OpenAlex

BACKGROUND AND AIMS: Autoimmune liver diseases (AILD), including autoimmune hepatitis (AIH), primary biliary cholangitis (PBC) and primary sclerosing cholangitis (PSC), can lead to progressive liver fibrosis, development of cirrhosis, decompensation, hepatocellular carcinoma (HCC), and need for liver transplantation (LT). METHODS: This review aims to provide a comprehensive overview of the mechanisms of liver fibrogenesis, non-invasive methods to assess hepatic fibrosis and potential anti-fibrotic interventions in AILD. RESULTS AND CONCLUSIONS: Current management for AILD should incorporate non-invasive methods to evaluate changes in hepatic fibrosis and consider potential interventions aiming at controlling the progression of the disease, interruption and, potentially, reversal of liver fibrosis. Several laboratory tests can help distinguish patients with advanced fibrosis or cirrhosis but their utility in discriminating earlier histological stages of fibrosis is unclear. A current shift toward non-invasive radiological methods, such as vibration-controlled transient elastography, shear wave elastography, acoustic radiation force impulse imaging and magnetic resonance elastography, opens promising avenues for their wide application; however, their performances may be compromised by hepatic inflammation, ascites, biliary obstruction, or concomitant obesity and metabolic dysfunction-associated steatotic liver disease. Corticosteroids and immunomodulators have been shown to regress fibrosis in AIH patients. In PBC, treatment with either synthetic bile acids, farnesoid X receptor agonists or peroxisome proliferator-activated receptor agonist leads to the improvement or stabilization in the fibrosis stage. There is an urgent need for effective medical treatment in PSC, and available evidence of antifibrotic treatment is particularly limited. Promising anti-fibrotic interventions in AILD encompass conventional pharmacological agents as well as potential new treatments, such as fibrates, monoclonal antibodies, and site- and organelle-specific agents.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.947
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.037
GPT teacher head0.349
Teacher spread0.312 · 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 designOther design
Domainnot available
GenreReview

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

Citations10
Published2025
Admission routes1
Has abstractyes

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