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Open accessFull analysisOct 15, 2026

MASLD beyond the liver: decoding the gut-genetic-metabolic nexus

This narrative review maps gut-liver axis mechanisms in MASLD but generates no new causal evidence and does not support direct therapeutic recommendations.

Evidence levelDNarrative / animal / in vitro / mechanistic
Study typenarrative_review
Sample—
Effect directionInsufficient
CertaintyVery low
Clinical applicabilityVery low
Overinterpretation risk1/5 · Low
PICO
PopulationAdults with MASLD/MASH across different histological stages
InterventionCharacterization of the gut-genetic-metabolic nexus (microbiota, microbial metabolites, genetic factors, inflammatory pathways)
ComparatorNot applicable (narrative review without formal control group)
OutcomeGut dysbiosis and hepatic steatosis; TMAO and insulin resistance; Butyrate and intestinal barrier integrity; IPA/IAA and hepatic steatosis; Apelin as marker of fibrosis and HCC; LPS/TLR4 and hepatic inflammation; Secondary bile acids and fibrosis/hepatocyte injury

Summary of findings

OutcomeEffect95% CICertaintyClinical relevanceNotes
Gut dysbiosis and hepatic steatosisQualitative association; in the pooled effect size or 95% CI reported—Low—
TMAO and insulin resistanceQualitative association; in the pooled effect size or 95% CI reported—Low—
Butyrate and intestinal barrier integrityQualitative protective association; in the pooled effect size or 95% CI reported—Low—
IPA/IAA and hepatic steatosisQualitative improvement in steatosis with supplementation; in the effect size or 95% CI reported—Low—
Apelin as marker of fibrosis and HCCQualitative correlation with advanced fibrosis and HCC risk; in the effect size or 95% CI reported—Low—
LPS/TLR4 and hepatic inflammationQualitative mechanistic association; in the pooled effect size or 95% CI reported—Low—
Secondary bile acids and fibrosis/hepatocyte injuryQualitative association with steatosis, inflammation and fibrosis; in the pooled effect size or 95% CI reported—Low—

Context

MASLD affects approximately 30% of the global population and lacks approved therapies for most disease stages. Understanding the role of the microbiota, genetics, and lipid metabolism is necessary to identify therapeutic targets. Narrative reviews such as this synthesize mechanistic hypotheses but do not replace clinical trials.

What the study showed

The review describes consistent associations between intestinal dysbiosis and MASLD: reduction of butyrate-producing bacteria (e.g., Faecalibacterium), increase of endotoxin producers, and alteration of metabolites such as TMAO, secondary bile acids, and IPA/IAA. These findings derive primarily from observational human studies and experimental models (germ-free, FMT in animals), with no quantified effect magnitude reported in the review. No 95% CI or absolute effect sizes are reported for clinical outcomes. The direction of described effects consistently points toward disease progression being worsened by dysfunctional microbiota.

How it was done

Narrative review without registered protocol, without systematized search strategy, and without formal risk-of-bias assessment of included studies. Integrates literature from observational studies, experimental (animal/germ-free), isolated clinical trials, and genetic data. No consolidated sample size or defined follow-up duration.

Effect magnitude

No effect size with 95% CI is reported. The review cites qualitative associations between dysbiosis and MASLD, without meta-analysis or quantitative data pooling.

Risk of bias

Narrative review without PROSPERO registration, without PRISMA, without quality assessment tool (AMSTAR-2 not applied). High risk of literature selection bias and absence of quantitative synthesis. Most cited human studies are observational, limiting causal inference. Animal model data are not directly transferable to humans.

Interpretation limit

What this study does NOT prove

This review does not prove causality between dysbiosis and MASLD in humans, does not demonstrate efficacy of any microbiota intervention on clinical outcomes, and is not generalizable to pediatric populations or MASLD without obesity.

In clinical practice

No direct clinical practice change is supported by this review. Clinicians should await RCTs testing microbiota interventions (probiotics, FMT, metabolite modulators) with validated histological outcomes. The only FDA-approved drug for non-cirrhotic MASH F2-F3 remains resmetirom.

Limitations

Narrative review without PROSPERO registration, without PRISMA, without quality assessment tool (AMSTAR-2 not applied). High risk of literature selection bias and absence of quantitative synthesis. Most cited human studies are observational, limiting causal inference. Animal model data are not directly transferable to humans.

What is still missing

High-quality RCTs testing microbiota modulation (FMT, specific probiotics, dietary intervention) with primary histological outcomes (MASH resolution, fibrosis regression) are needed. Prospective genetic studies integrating risk variants (PNPLA3, TM6SF2) with microbial composition are absent.

Technical appendix

Version history

  • 1.0 · 2026-10-15 — Auto-generated under Evidence Standard v1.0

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