Evidence mapPaperPMID 42311536Full record

SynthesisJournal of the ASEAN Federation of Endocrine Societies2026

High Remnant Cholesterol Increased the Risk of Metabolic Dysfunction-Associated Fatty Liver Disease (MAFLD) or Non-Alcoholic Fatty Liver Disease (NAFLD): A Systematic Review and Meta-Analysis.

Taufik Biya, Himawan Sanusi, Andi Makbul Aman

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in Journal of the ASEAN Federation of Endocrine Societies, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Taufik BiyaDepartment of Internal Medicine, Faculty of Medicine, Hasanuddin University, Makassar, Indonesia.
Himawan SanusiDepartment of Internal Medicine, Faculty of Medicine, Hasanuddin University, Makassar, Indonesia.
Andi Makbul AmanDepartment of Internal Medicine, Faculty of Medicine, Hasanuddin University, Makassar, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: MAFLD is currently acknowledged as the most common chronic liver disease and is strongly associated with obesity, metabolic dysregulation and diabetes. MAFLD is defined by the accumulation of lipids within the liver due to impaired lipid metabolism. Objective: The objective of this study is to assess the association between increased remnant cholesterol levels and the likelihood of developing MAFLD or NAFLD. Methodology: A systematic review and meta-analysis were performed in accordance with PRISMA recommendations. Databases such as the Cochrane Library and PubMed were queried for relevant material through March 21, 2025, using specific keywords related to remnant cholesterol and fatty liver disorders. The inclusion criteria concentrated on research investigating the influence of remnant cholesterol on the incidence of NAFLD/MAFLD. Data extraction and quality evaluation were conducted utilizing the JBI Critical Appraisal Checklist for Cohort Studies and ROBINS-I instruments. Results: Six studies were eventually included in our systematic review, including cross-sectional studies with a total of 45,821participants. The meta-analysis, conducted with Review Manager version 5.4, demonstrated a significant association between elevated remnant cholesterol levels and an increased risk of NAFLD/MAFLD, yielding a relative risk (RR) of 3.18 (95% CI 1.89-5.37; Conclusion: Remnant cholesterol is associated with MAFLD or NAFLD. Increased remnant cholesterol is a risk factor for MAFLD or NAFLD.

Indexed as

CholesterolFatty LiverNon-alcoholic Fatty Liver DiseaseHumansRisk FactorsCholesterolinsulin resistanceMAFLDNAFLDremnant cholesterol

Identifiers

PMID42311536
PMCPMC13269365

What Socratic holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.