The impacts of multidimensional urban greenness on incident dyslipidaemia and blood lipid profiles among adults: A 10-year longitudinal cohort study in Hong Kong

Although the health benefits of greener environments are well documented, longitudinal evidence linking multidimensional greenness to blood lipid health, a key risk factor for cardiovascular diseases, remains limited, particularly in high-density urban settings. This 10-year (2008-2017) cohort study investigated the associations between multidimensional greenness and lipid health in Hong Kong. We assessed aerial greenness, street-level visibility (Green View Index), and three-dimensional greenness volume at each participant’s addresses. We examined the associations between greenness and blood lipid profiles (total cholesterol, triglycerides, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol) and the development of dyslipidaemia among 24,458 adults and 6,239 adults, respectively. Using time-varying Cox regression models and linear mixed-effects models, we found that each interquartile range increase in all greenness metrics was associated with 8–14% reduced risk of the development of dyslipidaemia. All greenness metrics were also associated with healthier levels of lipid profiles. Notably, we identified potential thresholds (1.1 m 3 ) for the health impacts of three-dimensional greenness volume, which require an increase of approximately 37.5% above current average levels in Hong Kong. Mediation analyses revealed that fine particulate matter significantly mediated up to 40.39% of the impact of three-dimensional greenness volume on the development of dyslipidaemia. Non-elderly adults and female participants appeared to derive smaller health benefits from greenness. These findings provide quantitative targets for urban greening, and also a mechanistic justification for using nature-based solutions to build a sustainable healthy city. • Satellite-based, horizontal, and vertical greenness indicators were all associated with favourable lipid health in a high-density urban setting. • Three-dimensional greenness may need to increase by approximately 37.5% to maximize lipid-health benefits in Hong Kong. • Older adults and males generally appeared to benefit more from greenness exposure. • Fine particulate matter was identified as a potential mediator of the associations between greenness and lipid health.

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Publication Details

Journal
Environmental Research
Published
2026-05-01
DOI
https://doi.org/10.1016/j.envres.2026.124719
Primary Topic
Urban Green Space and Health
Type
article
Field-Weighted Citation Impact
0.00

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article

The impacts of multidimensional urban greenness on incident dyslipidaemia and blood lipid profiles among adults: A 10-year longitudinal cohort study in Hong Kong

Changqing Lin, Yiling Zheng, Lingxin Hao, Tuan Quang Phan et al.
Environmental Research
Urban Green Space and Health
article

The impacts of multidimensional urban greenness on incident dyslipidaemia and blood lipid profiles among adults: A 10-year longitudinal cohort study in Hong Kong

Changqing Lin, Yiling Zheng, Lingxin Hao, Tuan Quang Phan, Yuanyuan Yi, Cui Guo, Yufei Liu, Weifeng Li, Shiu Lun Au Yeung, Siyi Chen, Jun Yang, Jun Ma
article en

Abstract

Although the health benefits of greener environments are well documented, longitudinal evidence linking multidimensional greenness to blood lipid health, a key risk factor for cardiovascular diseases, remains limited, particularly in high-density urban settings. This 10-year (2008-2017) cohort study investigated the associations between multidimensional greenness and lipid health in Hong Kong. We assessed aerial greenness, street-level visibility (Green View Index), and three-dimensional greenness volume at each participant’s addresses. We examined the associations between greenness and blood lipid profiles (total cholesterol, triglycerides, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol) and the development of dyslipidaemia among 24,458 adults and 6,239 adults, respectively. Using time-varying Cox regression models and linear mixed-effects models, we found that each interquartile range increase in all greenness metrics was associated with 8–14% reduced risk of the development of dyslipidaemia. All greenness metrics were also associated with healthier levels of lipid profiles. Notably, we identified potential thresholds (1.1 m 3 ) for the health impacts of three-dimensional greenness volume, which require an increase of approximately 37.5% above current average levels in Hong Kong. Mediation analyses revealed that fine particulate matter significantly mediated up to 40.39% of the impact of three-dimensional greenness volume on the development of dyslipidaemia. Non-elderly adults and female participants appeared to derive smaller health benefits from greenness. These findings provide quantitative targets for urban greening, and also a mechanistic justification for using nature-based solutions to build a sustainable healthy city. • Satellite-based, horizontal, and vertical greenness indicators were all associated with favourable lipid health in a high-density urban setting. • Three-dimensional greenness may need to increase by approximately 37.5% to maximize lipid-health benefits in Hong Kong. • Older adults and males generally appeared to benefit more from greenness exposure. • Fine particulate matter was identified as a potential mediator of the associations between greenness and lipid health.

Environmental Research
Johns Hopkins University (US), Johns Hopkins Medicine (US), Education University of Hong Kong (HK), Hong Kong Design Centre (CN), National Science Centre (PL), University of Hong Kong (HK), Guangzhou Medical University (CN)
National Natural Science Foundation of China, University of Hong Kong
Sustainable cities and communities
Openalex Percentile: Top 6%
Urban Green Space and Health
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