Evidence map›Paper›PMID 37771365›Full record

ArticleJHEP reports : innovation in hepatology2023

Traditional lifestyle factors partly mediate the association of socioeconomic position with intrahepatic lipid content: The Maastricht study.

Zhewen Ren, Hans Bosma, Anke Wesselius, Simone J P M Eussen, M Eline Kooi, Carla J H van der Kallen, Annemarie Koster, Marleen M J van Greevenbroek, Pieter Dagnelie, Coen D A Stehouwer and 1 more

Open access · goldAbstract read
In one paragraph

Article in JHEP reports : innovation in hepatology, 2023. 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
2.6field-weighted citation impact, top 10% of its field
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, 12 citations in OpenAlex.

  1. Review
  2. Socioeconomic Factors and Their Role in Metabolic Dysfunction-Associated Steatotic Liver Disease: A Comprehensive Review.Liver international : official journal of the International Association for the Study of the Liver · 2026
    Review
  3. Review
  4. Article
  5. Article
  6. Article
  7. Food inequity and insecurity and MASLD: burden, challenges, and interventions.Nature reviews. Gastroenterology & hepatology · 2024
    Review
  8. 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

11 authors at 1 institution in 1 country.

Zhewen RenDepartment of Internal Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
Hans BosmaDepartment of Social Medicine, Maastricht University, Maastricht, The Netherlands.
Anke WesseliusDepartment of Epidemiology, Maastricht University, Maastricht, The Netherlands.
Simone J P M EussenCARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands.
M Eline KooiCARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands.
Carla J H van der KallenDepartment of Internal Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
Annemarie KosterDepartment of Social Medicine, Maastricht University, Maastricht, The Netherlands.
Marleen M J van GreevenbroekCARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands.
Pieter DagnelieDepartment of Internal Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
Coen D A StehouwerDepartment of Internal Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
Martijn C G J BrouwersDepartment of Internal Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
Maastricht University · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background & Aims: Recent studies have unveiled an association between socioeconomic position (SEP) and intrahepatic lipid (IHL) content. The aim of this study was to examine to what extent traditional lifestyle factors mediate the relationship between SEP and IHL content, independent of aetiology, and non-alcoholic fatty liver disease (NAFLD). Methods: We used cross-sectional data derived from The Maastricht Study (N = 4,001; mean age: 60 years, 49% women, 32% low education level, 21% diabetes, 21% NAFLD). Education, income, and occupation were used as indicators of SEP. Physical activity (accelerometer), intake of total energy, alcohol, saturated fat, protein, vitamin E, dietary fibre, and fructose from sugar-sweetened beverages (SSBs) and fruit juice (food frequency questionnaires) were potential mediators. IHL content was quantified by magnetic resonance imaging. Age, sex, and type 2 diabetes were covariates. Multiple parallel mediation analyses (bootstraps = 10,000) were performed. Results: Individuals with a low education level had a 1.056-fold higher IHL content (95% CI: 1.03-1.08) and a 44% greater NAFLD risk (OR:1.44; 95% CI:1.18-1.77) compared with those with higher education levels. Approximately 8.9% of educational disparity in risk of IHL content was attributable to moderate-to-vigorous physical activity; 6.3% to fructose intake from SSBs; 5.5% to dietary fibre; and -23% to alcohol. Approximately 8.7% of educational disparity in risk of NAFLD was attributable to moderate-to-vigorous physical activity; and 7.7% to fructose intake from SSBs. However, the indirect effect of these mediators was small (0.998 for IHL content and 1.045 for NAFLD) in comparison to the total effect. Similar results were found when income and occupation were used as SEP indicators. Conclusions: Societal measures may alleviate the burden of NAFLD and further studies that identify mediators other than traditional lifestyle factors are warranted to define the relationship underlying SEP and IHL content. Impact and implications: Individuals with a low or medium level of education, income, or occupational status had more fat accumulation in their livers than individuals with a higher education, income, or occupational status. This difference may be attributed to the influence of unhealthy lifestyle factors, such as reduced physical activity and a higher intake of sugar-sweetened beverages among individuals with lower socioeconomic position. Nevertheless, other yet unknown factors may also play a role.

Indexed as

Intrahepatic lipid contentLifestyleMediation analysisNon-alcoholic fatty liver diseaseSocioeconomic

Identifiers

PMID37771365
PMCPMC10522893
OpenAlexW4384699792

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.