Evidence map›Paper›PMID 42481975›Full record

SynthesisBMC gastroenterology2026

Association between the PNPLA3 I148M (rs738409) polymorphism and risk of metabolic dysfunction-associated steatotic liver disease: a meta-analysis (2015-2025).

Muteia'a Hamood, Mohammed Ahmed Al-Salehi, Ali F Hussein, Khalid Mohammed Naji, Rakesh Rawal

Abstract readMeta-AnalysisSystematic Review
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In one paragraph

Synthesis in BMC gastroenterology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Muteia'a HamoodDepartment of Biochemistry & Forensic Science, University School of Sciences, Gujarat University, Ahmedabad, Gujarat, 380009, India.
Mohammed Ahmed Al-SalehiDepartment of Chemistry, Sana'a University, Sana'a, Yemen. mohammed.alsalehi@su.edu.ye.ORCID http://orcid.org/0009-0007-8199-6098
Ali F HusseinTechnical Medical Institute, Southern Technical University, Basrah, Iraq.
Khalid Mohammed NajiDepartment of Chemistry, Faculty of Science, Sana'a University, Sana'a, Yemen.
Rakesh RawalDepartment of Medical Biotechnology, Gujarat Biotechnology University, GIFT City, Gandhinagar, Gujarat, 382355, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMetabolically-dysfunction-associated steatotic liver disease (MASLD) is the most common chronic liver disease worldwide and is strongly influenced by genetic susceptibility. Among the identified genetic variants, the patatin-like phospholipase domain-containing protein 3 (PNPLA3) rs738409 (I148M) polymorphism has been consistently associated with hepatic steatosis and disease progression. However, previous meta-analyses included fewer studies, limited ethnic diversity, and insufficient investigation of between-study heterogeneity. This study aimed to comprehensively evaluate the association between the PNPLA3 rs738409 polymorphism and MASLD susceptibility.

methodsA systematic literature search was conducted in PubMed, Embase, Scopus, Web of Science, and Google Scholar to identify eligible case-control studies published between 2015 and 2025. Pooled odds ratios (ORs) and 95% confidence intervals (CIs) were calculated under allelic, dominant, homozygous, heterozygous, and combined genotype models using random-effects meta-analysis. Between-study heterogeneity was assessed using the I² statistic, and ethnicity-based subgroup analyses were performed to investigate potential sources of heterogeneity.

resultsForty-one studies comprising 9,064 patients with MASLD and 10,894 controls were included. The G allele was significantly associated with increased susceptibility to MASLD (OR = 1.70, 95% CI: 1.49-1.93). Individuals carrying the GG genotype had approximately a twofold higher risk of MASLD (OR = 2.00, 95% CI: 1.65-2.42), whereas the CC genotype showed a protective association (OR = 0.51, 95% CI: 0.44-0.59). Significant associations were also observed for the CG genotype (OR = 1.22, 95% CI: 1.08-1.38) and the dominant model (CG + GG vs. CC) (OR = 2.64, 95% CI: 1.86-3.75). Although substantial between-study heterogeneity was observed (I² = 66%-96%), ethnicity-based subgroup analyses explained part of the variability while demonstrating consistent associations across major ethnic populations.

conclusionsThis updated meta-analysis confirms that the PNPLA3 rs738409 (I148M) polymorphism is a major genetic susceptibility factor for MASLD across diverse populations. Although ethnicity contributes to between-study heterogeneity, the association remains robust across populations. These findings support the incorporation of PNPLA3 into multifactorial risk assessment models and provide an updated evidence base for future precision medicine approaches in MASLD.

Indexed as

Fatty LiverGenetic Predisposition to DiseaseLipaseMembrane ProteinsNon-alcoholic Fatty Liver DiseasePolymorphism, Single NucleotideAcyltransferasesCase-Control StudiesGenotypeHumansPhospholipases A2, Calcium-IndependentAcyltransferasesLipaseMembrane ProteinsPhospholipases A2, Calcium-IndependentPNPLA3 protein, humanGenetic polymorphismI148MMASLDMeta-analysisPNPLA3Precision mediciners738409

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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 OpenQuestion graph.