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.
Authors
- Changqing Lin
- Yiling Zheng (ORCID: https://orcid.org/0000-0001-6632-3265)
- Lingxin Hao (ORCID: https://orcid.org/0000-0002-4694-0917)
- Tuan Quang Phan
- Yuanyuan Yi
- Cui Guo
- Yufei Liu
- Weifeng Li
- Shiu Lun Au Yeung (ORCID: https://orcid.org/0000-0001-6136-1836)
- Siyi Chen
- Jun Yang
- Jun Ma
Institutions
- 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)
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
Funders
- National Natural Science Foundation of China
- University of Hong Kong