Evidence map›Paper›PMID 39282715›Full record

ReviewLiver international : official journal of the International Association for the Study of the Liver2025

Integrating PNPLA3 into clinical risk prediction.

Vincent L Chen, Umberto Vespasiani-Gentilucci

Abstract readReview
In one paragraph

Review in Liver international : official journal of the International Association for the Study of the Liver, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Review
  2. Observational
  3. Review
  4. Review
  5. Review
  6. Review
  7. MetALD: New Perspectives on an Old Overlooked Disease.Liver international : official journal of the International Association for the Study of the Liver · 2025
    Review
  8. Integrating PNPLA3 into clinical risk prediction.Liver international : official journal of the International Association for the Study of the Liver · 2025
    Review
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

2 authors.

Vincent L ChenDivision of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA.ORCID 0000-0002-0157-6066
Umberto Vespasiani-GentilucciResearch Unit of Hepatology, Università Campus Bio-Medico di Rome, Rome, Italy.ORCID 0000-0002-1138-1967

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The PNPLA3-rs738409-G variant was the first common variant associated with hepatic fat accumulation and progression of metabolic dysfunction-associated steatotic liver disease (MASLD). Nevertheless, to date, the clinical translation of this discovery has been minimal because it has not yet been clearly demonstrated where the genetic information may play an independent and additional role in clinical risk prediction. In this mini-review, we will discuss the most relevant evidence regarding the potential integration of the PNPLA3 variant into scores and algorithms for liver disease diagnostics and risk stratification, specifically focusing on MASLD but also extending to liver diseases of other etiologies. The PNPLA3 variant adds little in diagnosing the current state of the disease, whether in terms of presence/absence of metabolic dysfunction-associated steatohepatitis or the stage of fibrosis. While it can play an important role in prediction, allowing for the early definition of risk profiles that enable tailored monitoring and interventions over time, this is most valuable when applied to populations with relatively high pre-test probability of having significant fibrosis based on either non-invasive tests (e.g. Fibrosis-4) or demographics (e.g. diabetes). Indeed, in this context, integrating FIB4 with the PNPLA3 genotype can refine risk stratification, though there is still no evidence that genetic information adds to liver stiffness determined by elastography. Similarly, in patients with known liver cirrhosis, knowing the PNPLA3 genotype can play a role in predicting the risk of hepatocellular carcinoma, while more doubts remain about the risk of decompensation.

Indexed as

Fatty LiverLipaseMembrane ProteinsNon-alcoholic Fatty Liver DiseaseAcyltransferasesGenetic Predisposition to DiseaseHumansLiver CirrhosisPhospholipases A2, Calcium-IndependentRisk AssessmentRisk FactorsAcyltransferasesLipaseMembrane ProteinsPhospholipases A2, Calcium-IndependentPNPLA3 protein, humanAPRIFIB‐4geneticsnon‐invasive testprecision medicineVCTE

Identifiers

PMID39282715
PMCPMC11815612

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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 OpenQuestion graph.