Evidence map›Paper›PMID 41114974›Full record

ArticleJAMA network open2025

County-Level Factors and Preventable Premature Liver Mortality in Metabolic Dysfunction-Associated Steatotic Liver Disease.

James M Paik, Shira Zelber-Sagi, Annette Paik, Linda Henry, Yusuf Yilmaz, Mohamed El-Kassas, Saleh A Alqahtani, Zobair M Younossi

Abstract read
In one paragraph

Article in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

8 authors.

James M PaikThe Global NASH/MASH Council, Washington, DC.
Shira Zelber-SagiThe Global NASH/MASH Council, Washington, DC.
Annette PaikThe Global NASH/MASH Council, Washington, DC.
Linda HenryThe Global NASH/MASH Council, Washington, DC.
Yusuf YilmazThe Global NASH/MASH Council, Washington, DC.
Mohamed El-KassasThe Global NASH/MASH Council, Washington, DC.
Saleh A AlqahtaniThe Global NASH/MASH Council, Washington, DC.
Zobair M YounossiThe Global NASH/MASH Council, Washington, DC.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Metabolic dysfunction-associated steatotic liver disease (MASLD) is an increasingly significant cause of premature liver mortality (PLM) in the US; however, the proportion that is preventable and the upstream factors remain poorly understood. Objective: To quantify the burden of preventable MASLD-PLM and identify county-level factors associated with its variation. Design, Setting, and Participants: Ecological, cross-sectional study of publicly available mortality and county-level data from January 2011 to December 2020 for US counties with complete covariate information. MASLD-PLM was defined as liver-related deaths where MASLD was recorded as an underlying or contributing cause, among decedents aged 75 years or younger for males and 80 years or younger for females. Statistical analysis was performed from February 2024 to August 2025. Main Outcomes and Measures: The primary outcome was the proportion of MASLD-PLM considered preventable, calculated by comparing county rates with the mean rate in the 3 states with the lowest mortality; to assess robustness, an alternative benchmark using the 10th percentile of the county-level MASLD-PLM distribution was also applied. Structural equation modeling estimated total, direct, and indirect associations of proportion of preventable MASLD-PLM with county-level factors. Associations are expressed as standardized β coefficients, representing the change in proportion of preventable MASLD-PLM (in SD units) per 1-SD change in each factor. Results: In total, 2704 of 3143 counties with complete covariate information were included (county level composition: mean [SD] age, 41.17 [5.20] years; mean [SD] percentage female, 50.1% [2.3%]). Between 2011 and 2020, the mean annual MASLD-PLM was 18 345 deaths (8.22 per 100 000 population), with 8095 deaths (44.1%) to 10 636 deaths (58.0%) estimated as preventable. The proportion of MASLD-PLM distribution was highly left-skewed, with 2182 counties (80.7%) having a preventable proportion of 70% or greater. Higher proportion of preventable MASLD-PLM occurred more often in rural counties and was associated with higher rates of physical inactivity (β = 0.31; 95% CI, 0.28-0.35), obesity (β = 0.23; 95% CI, 0.18-0.27), preventable hospitalizations (β = 0.15; 95% CI, 0.11-0.18), and diabetes (β = 0.09; 95% CI, 0.04-0.14). These factors were associated with upstream conditions including lower access to exercise-friendly environments, unfavorable food environments, and higher uninsurance rates. Findings were consistent when using an alternative benchmark based on the 10th percentile of county-level mortality rates. Conclusion: In this ecological cross-sectional study of US counties, most MASLD-PLM was preventable, with the highest burdens in rural, socioeconomically disadvantaged, and medically underserved areas. Multiple upstream community-level factors were associated with proportion of preventable MASLD-PLM and may warrant further evaluation in future studies.

Indexed as

Fatty LiverMortality, PrematureAdultAgedAged, 80 and overCross-Sectional StudiesFemaleHumansMaleMiddle AgedRisk FactorsUnited States

Identifiers

PMID41114974
PMCPMC12538370

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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.