Evidence map›Paper›PMID 40770696›Full record

SynthesisBMC public health2025

Association between exposure to air pollutants and NAFLD/MAFLD: a meta-analysis.

Zixiao Zhu, Weimin Zhu, Hongyu Zhou, Zhixuan Wu

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. 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

4 authors.

Zixiao ZhuPediatric College, Chongqing Medical University, Chongqing, 400016, China.
Weimin ZhuDepartment of Infectious Diseases, The First Affiliated Hospital of Chongqing Medical University, No. 1 You Yi Road, Yuzhong District, Chongqing, 400016, China.
Hongyu ZhouDepartment of Hospital Infection Control, The First Affiliated Hospital of Chongqing Medical University, No. 1 You Yi Road, Yuzhong District, Chongqing, 400016, China.
Zhixuan WuDepartment of Gastroenterology, The Second Affiliated Hospital of Chongqing Medical University, No. 76 Linjiang Road, Yuzhong District, Chongqing, 400010, China. zhixuanwu41@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNon-alcoholic fatty liver disease (NAFLD) has become the most prevalent chronic liver disease globally, imposing a significant burden on public health systems. But the link between air pollutants and NAFLD is still unclear, which highlights the need for a systematic meta-analysis to integrate existing evidence.

objectiveThis study aims to systematically evaluate and quantify the association between exposure to major air pollutants and the risk of NAFLD through a meta-analysis of existing literature.

methodsA thorough search was conducted across Embase, Web of Science, PubMed, and Cochrane Library until February 4, 2025. Pooled risk ratios (RRs) and 95% confidence intervals (95% CI) for NAFLD incidence were calculated with Stata 16.0. Quality assessment was conducted via the NOS scale for cohort studies and the AHQR scale for cross-sectional studies.

resultsOur review included 10 studies. The results manifested that high concentrations of PM2.5 (RR = 1.24, 95% CI: 1.18-1.44), PM10 (RR = 1.24, 95% CI: 1.13-1.36), NO₂ (RR = 1.22, 95% CI: 1.09-1.37) and NOx (RR = 1.24, 95% CI: 1.14-1.36) notably increased NAFLD risk. Each unit increase in PM1 (RR = 1.15, 95% CI: 1.13-1.17), PM2.5 (RR = 1.15, 95% CI: 1.09-1.21), PM10 (RR = 1.10, 95% CI: 1.08-1.11), NO₂ (RR = 1.13, 95% CI: 1.08-1.19) and NOx (RR = 1.10, 95% CI: 1.07-1.14) was also linked with increased NAFLD risk.

conclusionThe findings suggest plausible associations between exposure to various air pollutants and elevated NAFLD risk. However, high heterogeneity, limited studies, and methodological variability necessitate cautious interpretation and more rigorous research to confirm causality before guiding public health interventions. SIGNIFICANCE: Understanding the impact of air pollution on NAFLD is critical for developing targeted public health policies and prevention strategies, particularly in urbanized regions with high pollution levels.

Indexed as

Air PollutantsAir PollutionEnvironmental ExposureNon-alcoholic Fatty Liver DiseaseHumansParticulate MatterRisk FactorsAir PollutantsParticulate MatterAir pollutantsInflammationMeta-analysisNAFLDNO₂Oxidative stressPM2.5

Identifiers

PMID40770696
PMCPMC12326735

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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.