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Long-term Effects of Bariatric Surgery in Patients with Non-alcoholic Fatty Liver Disease: A Literature Review and Meta-Analysis

2016· review· en· W2979160062 on OpenAlexaff
Malcolm Wells, Amanda Schneier, Naveen Ganjoo, Thomas D. Schiano, Rachel Pinotti

Bibliographic record

VenueThe American Journal of Gastroenterology · 2016
Typereview
Languageen
FieldMedicine
TopicLiver Disease Diagnosis and Treatment
Canadian institutionsRoyal Victoria Regional Health Centre
Fundersnot available
KeywordsMedicineWeight lossFatty liverInternal medicineMeta-analysisSurgeryHyperlipidemiaWeight changeRandomized controlled trialGastroenterologySteatohepatitisCirrhosisObesityDiseaseDiabetes mellitusEndocrinology

Abstract

fetched live from OpenAlex

Introduction: Weight loss is the only proven effective treatment for non-alcoholic fatty liver disease (NAFLD). Bariatric surgery has been shown to lead to significant weight loss in subjects, and improve other co-morbidities of obesity such as glucose intolerance, hypertension and hyperlipidemia but there is scant data available on its effects on NAFLD. Methods: We included controlled studies comparing patients with NAFLD or NASH who underwent bariatric surgery with those who underwent non-surgical management. We systematically search PubMed/MEDLINE, Embase, and CINAHL to identify eligibility studies. Two independent investigators assessed trial eligibility and abstracted data. Results: Our search identified 2588 citations with 5 trials, having 4399 patients, meeting our eligibility criteria. Compared to the control group, patients undergoing bariatric surgery had significant improvement in all-cause mortality (OR 0.12; 95% CI 0.03-0.55; p=0.006; I2=0%), diagnosis of cirrhosis (OR 0.24; 95% CI 0.10-0.59; p=0.002), change in weight measured as >10% of total body weight lost (OR 21.67; 95% CI 3.73-125.77; p=0.0006), and change in weight measured as mean kilograms lost (mean difference of 21.0 kg; 95% CI 8.40-33.60; p=0.001), regression of fibrosis (OR 18.90; 95% CI 2.10-170.39; p=0.009), reduction in ALT (-3.87, 95%CI -3.89-3.85, p=2=0%). In our literature review, we identified 29 of uncontrolled trials reporting changes in histology after bariatric surgery. Of these, 20 studies reported a decrease in the prevalence of hepatic steatosis (from 84.5% to 36.1%), 6 studied reported a decrease in the prevalence of NASH (from 51.45% to 9.76%), 11 studies reported a change in steatosis score (D weighted mean -1.49) and 9 reported a change in fibrosis score (D weighted mean -0.34). Conclusion: In this meta-analysis, patients with NAFLD who underwent bariatric surgery showed signifi cant reduction of all-cause mortality, weight loss, fibrosis score and ALT. Further studies are needed to assess the longterm benefit of bariatric surgery in the treatment of patients with NAFLD.

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)0.010
metaresearch head score (Gemma)0.023
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (broad)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.983
Threshold uncertainty score0.055

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.023
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0170.030
Bibliometrics0.0070.009
Science and technology studies0.0010.001
Scholarly communication0.0030.002
Open science0.0020.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0050.000

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 head0.016
GPT teacher head0.285
Teacher spread0.270 · 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.

Study designMeta-analysis
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

Citations0
Published2016
Admission routes1
Has abstractyes

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