AUTHOR=Zhang Xu , Yang Xianzhao , Hu Lanshuo , Tan Lingjie , Li Xiaoyang , Chai Yijie , Ru Shuying TITLE=Association between air pollution and risk of non-alcoholic fatty liver disease: an updated meta-analysis JOURNAL=Frontiers in Public Health VOLUME=Volume 13 - 2025 YEAR=2025 URL=https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2025.1606959 DOI=10.3389/fpubh.2025.1606959 ISSN=2296-2565 ABSTRACT=Objective:Air pollution is a major environmental risk to human health, with increasing evidence linking it to non-alcoholic fatty liver disease (NAFLD). However, findings remain inconsistent. This meta-analysis aimed to assess the relationship between air pollutants and the risk of NAFLD.MethodsPubMed, Embase, and Web of Science were systematically searched for studies published up to March 20, 2025. A random effects model was used to estimate combined odds ratios (ORs) and 95% confidence intervals (95% CIs). Subgroup analysis, sensitivity analysis, funnel plots, and Egger's test were conducted.ResultsA total of 12 studies, including 49,549,903 participants (published between 2022 and 2024), were analyzed. For each 10 μg/m3 increase in pollutants, the ORs were 1.22 (1.16–1.29) for particulate matter with aerodynamic diameter ≤ 2.5 μm (PM2.5), 1.15 (0.95–1.40) for particulate matter between 2.5 and 10 μm in aerodynamic diameter (PM2.5 − 10), and 1.07 (1.01–1.13) for particulate matter with aerodynamic diameter ≤ 10 μm (PM10). For gaseous pollutants, the ORs were 1.45 (0.92–2.28) for sulfur dioxide (SO2) and 1.10 (1.06–1.14) for nitrogen dioxide (NO2). No notable connection emerged between ozone (O3) or carbon monoxide (CO) and NAFLD. Subgroup analysis revealed stronger associations for PM2.5, PM10, and NO2 with NAFLD in developed countries, Europe, and cohort studies, compared to developing countries, Asia, and cross-sectional studies.ConclusionThis analysis supports a positive relationship between air pollution and NAFLD risk. Geographic region and economic development appear to moderate this association.Systematic review registrationhttps://www.crd.york.ac.uk/PROSPERO/view/CRD42024594146, Identifier: CRD42024594146.