Evidence map›Paper›PMID 39877862›Full record

ArticleGastro hep advances2025

Plasma Circulating Metabolites Associated With Steatotic Liver Disease and Liver Enzymes: A Multiplatform Population-Based Study.

Yasir J Abozaid, Ibrahim Ayada, Laurens A van Kleef, Neil J Goulding, Jessica S Williams-Nguyen, Robert C Kaplan, Robert J de Knegt, Lynne E Wagenknecht, Nicholette D Palmer, Nicholas J Timpson and 5 more

Abstract read
In one paragraph

Article in Gastro hep advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
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

15 authors.

Yasir J AbozaidDepartment of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
Ibrahim AyadaDepartment of Gastroenterology and Hepatology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
Laurens A van KleefDepartment of Gastroenterology and Hepatology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
Neil J GouldingMedical Research Council (MRC) Integrative Epidemiology Unit, University of Bristol, Bristol, UK.
Jessica S Williams-NguyenDepartment of Medical Education and Clinical Sciences, Washington State University, Elson S. Floyd College of Medicine, Seattle, Washington.
Robert C KaplanDepartment of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York.
Robert J de KnegtDepartment of Gastroenterology and Hepatology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
Lynne E WagenknechtDepartment of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina.
Nicholette D PalmerDepartment of Biochemistry, Wake Forest School of Medicine, Winston-Salem, North Carolina.
Nicholas J TimpsonMedical Research Council (MRC) Integrative Epidemiology Unit, University of Bristol, Bristol, UK.
Jill M NorrisColorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, Colorado.
Yii-Der Ida ChenThe Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, California.
M Arfan IkramDepartment of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
Willem Pieter BrouwerDepartment of Gastroenterology and Hepatology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
Mohsen GhanbariDepartment of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.

Funding

Genetic & Epidemiologic Predictors of Glucose Homeostasis Measures in HispanicsR01DK085175 · NIDDK · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI WAGENKNECHT, LYNNE E, WATANABE, RICHARD M · 2010 to 2013
$6.9M
Molecular genetics of glucose homeostasis and fatR01HL060894 · NHLBI · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI BOWDEN, DONALD W · 1999 to 2009
$6.0M
IRAS FAMILY STUDY--GENETICS OF INSULIN RESISTANCER01HL060944 · NHLBI · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI WAGENKNECHT, LYNNE E · 1999 to 2009
$5.5M
Genetic and Epidemiological Predictors of Glucose Homeostasis MeasuresR01DK118062 · NIDDK · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI ALLRED, NICHOLETTE D. · 2019 to 2024
$3.3M
IRAS FAMILY STUDY: GENETICS OF INSULIN RESISTANCER01HL060919 · NHLBI · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI LORENZO, CARLOS · 1999 to 2008
$2.7M
IRAS FAMILY STUDY--GENETICS OF INSULIN RESISTANCER01HL061019 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI NORRIS, JILL M · 1999 to 2009
$2.6M
IRAS FAMILY STUDY: GENETICS OF INSULIN RESISTANCER01HL061210 · NHLBI · UNIVERSITY OF OKLAHOMA HLTH SCIENCES CTR · PI BRYER-ASH, MICHAEL · 1999 to 2008
$2.3M
HISPANIC COMMUNITY HEALTH STUDY-268065233N01HC065233 · HC · COORDINATING CENTER · PI CHAMBLESS, LLOYD E · 2006 to 2006
–
NHLBI NIH HHS N01 HC065233NHLBI NIH HHS N01 HC065234NHLBI NIH HHS N01 HC065235NHLBI NIH HHS N01 HC065236NHLBI NIH HHS N01 HC065237NHLBI NIH HHS R01 HL060894NHLBI NIH HHS R01 HL060919NHLBI NIH HHS R01 HL060944NHLBI NIH HHS R01 HL061019NHLBI NIH HHS R01 HL061210NIDDK NIH HHS R01 DK085175NIDDK NIH HHS R01 DK118062Wellcome Trust
6 · The paper itself

Abstract

Background and Aims: Steatotic liver disease (SLD) is the most common chronic liver disease strongly associated with metabolic dysfunction, but its pathogenesis remains incompletely understood. Exploring plasma circulating metabolites may help in elucidating underlying mechanisms and identifying new biomarkers for SLD. Methods: We examined cross-sectionally the association between plasma metabolites and SLD as well as liver enzymes using data from 4 population-based cohort studies (Rotterdam study, Avon Longitudinal Study of Parents and Children, The Insulin Resistance Atherosclerosis Family Study, and Study of Latinos). Metabolites were assessed in the Nightingale platform (n = 225 metabolites) by nuclear magnetic resonance spectroscopy and in the Metabolon platform (n = 991 metabolites) by ultra-high-performance liquid chromatography-mass spectrometry. Serum levels of liver enzymes (alanine aminotransferase, aspartate aminotransferase, and gamma-glutamyl transpeptidase) were measured and SLD was diagnosed by ultrasound or computed tomography scan. Logistic and linear regression models were performed per cohort and meta-analyzed. A false discovery rate < 0.05 was considered as significant threshold. Results: Several metabolites were significantly associated with SLD and liver enzymes, of which 21 metabolites were associated with both traits. The most significant associations were observed with phenylalanine, triglycerides in (high-density lipoprotein, intermediate-density lipoprotein, and small low-density lipoprotein), fatty acid (FA) ratios of (18:2 linoleic acid-to-total FA, omega 6 FA-to-total FA, and polyunsaturated FA-to-total FA) from the Nightingale and glutamate and sphingomyelin from the Metabolon platform. Other associated metabolites were mainly involved in lipid, amino acid, carbohydrates, and peptide metabolism. Conclusion: Our study indicates a landscape of circulating metabolites associated with SLD. The identified metabolites may contribute to a better understanding of the metabolic pathways underlying SLD and hold promising for potential biomarkers in early diagnosis and monitoring of the disease.

Indexed as

General PopulationLiver EnzymesMetabolomicsPlasma MetabolitesSLD

Identifiers

PMID39877862
PMCPMC11772964

What Socratic holds

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LicenceCC BY
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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.