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Record W4214683414 · doi:10.14740/gr1498

Statin Use in Patients With Chronic Liver Disease and Cirrhosis: Current Evidence and Future Directions

2022· review· en· W4214683414 on OpenAlexvenueno aff
Malek Kreidieh, Rachelle Hamadi, Mira Alsheikh, Hassan Al Moussawi, Liliane Deeb

Bibliographic record

VenueGastroenterology Research · 2022
Typereview
Languageen
FieldMedicine
TopicLiver Disease Diagnosis and Treatment
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineCirrhosisDecompensationTolerabilityLiver diseaseIntensive care medicineRegimenHepatocellular carcinomaInternal medicineChronic liver diseaseDiseaseStatinGastroenterologyAdverse effect

Abstract

fetched live from OpenAlex

Chronic liver disease (CLD) and its complications constitute a significant cause of mortality and morbidity worldwide. Most deaths are secondary to the decompensation of cirrhosis and evolution of portal hypertension (PHTN). Since disease progression reversal is hardly attainable after decompensated cirrhosis develops, it is essential to intervene early with a therapeutic agent or regimen that could prevent or slow disease evolution. Thus far, there has been no agreed-upon medication to help in the fight against the development of cirrhosis or its decompensation. While early data depicted statins as harmful agents for the liver, current evidence from preclinical and clinical studies suggests that they might have positive impact on CLD. Low-quality evidence supports the fact that statins reduce mortality in CLD. Moderate-quality evidence suggests that statins reduce the risk of hepatic decompensation, variceal bleeding, and mortality, especially among patients with compensated cirrhosis. Combining this data with the long track-record of safety and tolerability of statins and their potential benefits in hepatocellular carcinoma (HCC) risk reduction, hepatologists might soon rely on statins to achieve better outcomes in their CLD and cirrhotic patients without significant additional costs. This review describes the rationale behind the use of statins in patients with CLD and cirrhosis. It sheds light on the current preclinical and clinical studies that reflect beneficial effects of the use of different types and doses of statins in the treatment of patients with different types and stages of CLD and cirrhosis. It also emphasizes the need for designing and developing additional large prospective interventional randomized control trials (RCTs) to better evaluate the association between statin exposure and the risk of fibrosis progression and development of cirrhosis in patients with non-cirrhotic CLDs, the risk of progression of PHTN in patients with cirrhosis, and the mortality rates in patients with cirrhotic or non-cirrhotic CLDs.

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)0.003
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.004
Threshold uncertainty score0.015

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0030.002
Bibliometrics0.0010.002
Science and technology studies0.0000.001
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.001

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 head0.125
GPT teacher head0.397
Teacher spread0.272 · 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 designNot applicable
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

Citations19
Published2022
Admission routes1
Has abstractyes

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