ArticleBMC public health2022
Air pollution, residential greenness, and metabolic dysfunction biomarkers: analyses in the Chinese Longitudinal Healthy Longevity Survey.
Article in BMC public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
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Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Climate, Health, and Urban Green Infrastructure: The Evidence Base and Implications for Urban Policy and Spatial Planning.International journal of environmental research and public health · 2025Pooled it
- The interplay of heatwaves, air pollution, and green space on all-cause mortality in older adults with diabetes mellitus: a national cohort study.BMC public health · 2026Article
- Bidirectional effect modification of greenness exposure and air pollution on ischemic stroke mortality across different temporal scales.BMC public health · 2025Article
- Long-Term Exposure to Ambient Air Pollution and Metabolic Syndrome and Its Components.Journal of obesity & metabolic syndrome · 2025Review
- Causal association between PMScientific reports · 2025Article
- Association of Long-Term Exposure to PMGeoHealth · 2024Article
- Association between Long-Term Exposure to Traffic-Related Air Pollution and Cardio-Metabolic Phenotypes: An MRI Data-Based Analysis.Environmental science & technology · 2024Article
- Tree-Based Machine Learning to Identify Predictors of Psoriasis Incidence at the Neighborhood Level: A Populational Study from Quebec, Canada.American journal of clinical dermatology · 2024Article
- Direct Exposure to Outdoor Air Pollution Worsens the Functional Status of Stroke Patients Treated with Mechanical Thrombectomy.Journal of clinical medicine · 2024Article
- China's public health initiatives for climate change adaptation.The Lancet regional health. Western Pacific · 2023Review
- Global burden of type 2 diabetes attributable to non-high body mass index from 1990 to 2019.BMC public health · 2023Article
- What Drives Abdominal Obesity in Peru? A Multilevel Analysis Approach Using a Nationally Representative Survey.International journal of environmental research and public health · 2022Article
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Authors and funding
11 authors.
Funding
Abstract
backgroundWe hypothesize higher air pollution and fewer greenness exposures jointly contribute to metabolic syndrome (MetS), as mechanisms on cardiometabolic mortality.
methodsWe studied the samples in the Chinese Longitudinal Healthy Longevity Survey. We included 1755 participants in 2012, among which 1073 were followed up in 2014 and 561 in 2017. We used cross-sectional analysis for baseline data and the generalized estimating equations (GEE) model in a longitudinal analysis. We examined the independent and interactive effects of fine particulate matter (PM
resultsAt baseline, the average age of participants was 85.6 (SD: 12.2; range: 65-112). Greenness was slightly higher in rural areas than urban areas (NDVI mean: 0.496 vs. 0.444; range: 0.151-0.698 vs. 0.133-0.644). Ambient air pollution was similar between rural and urban areas (PM
conclusionsWe found air pollution and greenness had independent and interactive effect on MetS components, which may ultimately manifest in pre-mature mortality. These study findings call for green space planning in urban areas and air pollution mitigation in rural areas.
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