Evidence map›Paper›PMID 40998180›Full record

ArticleJournal of hepatology2026

Genetic and non-genetic drivers of histological progression and regression in MASLD.

Eduardo Vilar-Gomez, Katherine P Yates, David E Kleiner, Cynthia Behling, Oscar W Cummings, Laura A Wilson, Tiebing Liang, Chaowapong Jarasvaraparn, Rohit Loomba, Jeffrey B Schwimmer and 3 more

Abstract read
In one paragraph

Article in Journal of hepatology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

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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

13 authors.

Eduardo Vilar-GomezDivision of Gastroenterology and Hepatology, Indiana University School of Medicine, Indiana University Health, Indianapolis, IN, United States.
Katherine P YatesDepartment of Epidemiology, Johns Hopkins University, Baltimore, MD, United States.
David E KleinerLaboratory of Pathology, National Cancer Institute, Bethesda, MD, United States.
Cynthia BehlingPacific Rim Pathology and Department of Pathology, Sharp Medical Group, San Diego, CA, United States.
Oscar W CummingsDepartment of Pathology, Indiana University School of Medicine, Indiana University Health, Indianapolis, IN, United States.
Laura A WilsonDepartment of Epidemiology, Johns Hopkins University, Baltimore, MD, United States.
Tiebing LiangDivision of Gastroenterology and Hepatology, Indiana University School of Medicine, Indiana University Health, Indianapolis, IN, United States.
Chaowapong JarasvaraparnDivision of Pediatric Gastroenterology, Hepatology and Nutrition, Indiana University School of Medicine, Indianapolis, IN, United States.
Rohit LoombaMASLD Research Center, Division of Gastroenterology and Hepatology, University of California, San Diego School of Medicine, La Jolla, CA, United States.
Jeffrey B SchwimmerDivision of Pediatric Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, La Jolla, CA, United States; Department of Gastroenterology, Rady Children's Hospital-San Diego, San Diego, CA, United States.
Arun J SanyalDivision of Gastroenterology and Hepatology, Virginia Commonwealth University, Richmond, VA, United States.
Jay HoofnagleNational Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, United States.
Naga ChalasaniDivision of Gastroenterology and Hepatology, Indiana University School of Medicine, Indiana University Health, Indianapolis, IN, United States. Electronic address: nchalasa@iu.edu.

Funding

Pediatric Trials in Non-Alcoholic Steatohepatitis (NASH)U01DK061734 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ROHIT LOOMBA · 2002 to 2026
$24.4M
Continuation of the Non-Alcoholic Steatohepatitis Clinical Research Network (NASHU01DK061730 · NIDDK · JOHNS HOPKINS UNIVERSITY · PI TONASCIA, JAMES A · 2002 to 2018
$23.2M
Non Alcoholic Steatohepatitis Clinical Research NetworkU01DK061732 · NIDDK · CLEVELAND CLINIC LERNER COM-CWRU · PI Srinivasan Dasarathy · 2002 to 2026
$12.2M
Tissue-specific roles of FXR in CVD and NASHP01HL147835 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI LOOMBA, ROHIT · 2020 to 2024
$12.2M
The Saint Louis University Component of the NASH CRNU01DK061718 · NIDDK · SAINT LOUIS UNIVERSITY · PI BRENT A NEUSCHWANDER-TETRI · 2002 to 2026
$12.0M
VEDS Year2-Continuation of the Nonalcoholic Steatohepatitis Clinical Research Network (NASH CRN) Data Coordinating CenterU24DK061730 · NIDDK · JOHNS HOPKINS UNIVERSITY · PI JEANNE M CLARK, David M Shade · 2019 to 2026
$11.3M
Nonalcoholic Steatohepatittis Clinical Research Network (NASH CRN)U01DK061731 · NIDDK · VIRGINIA COMMONWEALTH UNIVERSITY · PI ARUN J SANYAL · 2002 to 2026
$11.2M
San Diego Digestive Diseases Research CenterP30DK120515 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Bernd G. Schnabl · 2019 to 2026
$10.8M
Pathogenesis, prognosis, and treatment of NAFLD patientsU01DK061713 · NIDDK · JOHNS HOPKINS UNIVERSITY · PI ANNA MAE ELIZABETH DIEHL · 2002 to 2026
$10.3M
Collaborative Clinical Research on Non Alcoholic StratohepatitisU01DK061737 · NIDDK · INDIANA UNIV-PURDUE UNIV AT INDIANAPOLIS · PI NAGA P CHALASANI · 2002 to 2026
$10.2M
Clinical Research Network in Non-Alcoholic SteatohepatitisU01DK061728 · NIDDK · UNIVERSITY OF WASHINGTON · PI KRIS KOWDLEY · 2002 to 2026
$9.0M
Nonalcoholic Steatohepatitis Clinical Research Network (NASH CRN)U01DK061738 · NIDDK · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Norah A. Terrault · 2002 to 2026
$8.9M
NHLBI NIH HHS P01 HL147835NIDDK NIH HHS P30 DK120515NIDDK NIH HHS U01 DK061713NIDDK NIH HHS U01 DK061718NIDDK NIH HHS U01 DK061728NIDDK NIH HHS U01 DK061730NIDDK NIH HHS U01 DK061731NIDDK NIH HHS U01 DK061732NIDDK NIH HHS U01 DK061734NIDDK NIH HHS U01 DK061737NIDDK NIH HHS U01 DK061738NIDDK NIH HHS U24 DK061730
6 · The paper itself

Abstract

BACKGROUND &

aimsThe association between genetic variants and longitudinal changes in liver histology has not been well characterized. We examined relationships between three single nucleotide polymorphisms (SNPs) - PNPLA3 rs738409, TM6SF2 rs58542926, and HSD17B13 rs72613567 - and longitudinal changes in liver histology.

methodsA total of 671 (444 adults and 227 children) individuals enrolled in different NASH CRN studies and randomized controlled trials, with ≥2 serial liver biopsies, were analyzed. The main outcomes were progression from metabolic dysfunction-associated steatotic liver (MASL) to steatohepatitis (MASH), ≥1 stage increase in fibrosis, and resolution of MASH or fibrosis regression ≥1 stage. Interval-censored Cox models, adjusted for race/ethnicity, sex, age, BMI, type 2 diabetes mellitus (T2DM), and study cluster, were used to examine the associations between genetic variants and histological outcomes.

resultsThe PNPLA3 G allele increased the risk of fibrosis progression (adjusted hazard ratio [aHR] 1.31, 95% CI 1.05-1.64). The HSD17B13 A allele attenuated MASL to MASH progression (aHR 0.46, 95% CI 1.5-3.9) and fibrosis progression (aHR 0.69, 95% CI 0.51-0.92) while increasing the likelihood of MASH resolution (aHR 1.58, 95% CI 1.13-2.22) and fibrosis regression (aHR 1.42, 95% CI 1.09-1.85). The TM6SF2 T allele did not influence histological changes. An unweighted 3-SNP polygenic risk score, incorporating PNPLA3, HSD17B13, and TM6SF2 risk alleles, was associated with an increased risk of MASL to MASH progression (aHR 1.33, 95% CI 1.03-1.71) and fibrosis progression (aHR 1.37, 95% CI 1.18-1.60). The unweighted sum of the 3-SNP non-risk alleles was associated with a higher chance of MASH resolution (aHR 1.21, 95% CI 1.02-1.43). Non-genetic factors, including T2DM and BMI change, also independently influenced histology. The effects of single variants and the PRS were significantly modified by age, sex, BMI, and T2DM.

conclusionGenetic predisposition and its significant interactions with non-genetic factors drive the dynamic trajectory of MASLD, providing a critical framework for personalized risk stratification and management. IMPACT AND IMPLICATIONS: Histological changes in metabolic dysfunction-associated steatotic liver disease are driven by complex interactions between genetic and non-genetic factors, not by isolated influences. The PNPLA3 rs738409 allele worsened fibrosis and steatosis, while the HSD17B13 rs72613567 allele acted as a protective factor against progression and promoted regression. A polygenic risk score (PRS), based on three single nucleotide polymorphisms, comprising the sum of the three risk alleles, independently predicted histological progression. Conversely, the PRS of the three non-risk alleles was associated with histological regression. Non-genetic factors such as age, sex, BMI changes, and type 2 diabetes mellitus significantly modified the impact of both single genetic variants and the PRS on histology. These findings underscore the necessity of considering these multifaceted interactions for personalized MASLD management, including risk stratification and future therapeutic development.

Indexed as

17-Hydroxysteroid DehydrogenasesFatty LiverLipaseLiverMembrane ProteinsNon-alcoholic Fatty Liver DiseaseAcyltransferasesAdultBiopsyChildDisease ProgressionFemaleHumansLiver CirrhosisMaleMiddle Aged17-Hydroxysteroid DehydrogenasesAcyltransferasesHSD17B13 protein, humanLipaseMembrane ProteinsPhospholipases A2, Calcium-IndependentPNPLA3 protein, humanTM6SF2 protein, humanbody mass indexdiabetes mellitusfibrosisHSD17B13 rs72613567Metabolic dysfunction-associated steatohepatitismetabolic dysfunction-associated steatotic liver diseasePNPLA3 rs738409polygenic risk scoresexTM6SF2 rs58542926

Identifiers

PMID40998180
PMCPMC12495455

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