Greenspace visitation and risk of major adverse cardiovascular events: evidence from the Houston methodist cardiovascular learning health system registry.
Weichuan Dong, Sarayu Chandra Mouli, Izza Shahid, Rakesh Gullapelli, Budhaditya Bose, Tong Zhang, Jad Ardakani, Juan C Nicolas, Zulqarnain Javed, Kai Zhang, Zhuo Chen, Sanjay Rajagopalan, Jay Maddock, Khurram Nasir, Sadeer Al-Kindi
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引用次数: 0
Abstract
Aims: To evaluate whether mobility-derived greenspace visitation, as a behavioural measure of environmental exposure, is associated with major adverse cardiovascular events (MACE) independent of individual and neighbourhood factors.
Methods and results: We conducted a retrospective cohort study of adults in the Houston Methodist Cardiovascular Disease Learning Health System Registry (2016-2023). Greenspace visitation was defined at the census-tract level using mobility-derived foot-traffic data and modelled as annual visits per resident device. The primary outcome was incident MACE (myocardial infarction, stroke, coronary revascularization, and all-cause mortality). The Cox models, restricted cubic splines, and Kaplan-Meier curves assessed associations with sequential adjustment for demographics, comorbidities, smoking, and neighbourhood social vulnerability. Among 1 088 866 adults without baseline atherosclerotic cardiovascular disease, median (SD) age was 49 (17.6) years, and 59.9% were female. Greenspace visitation varied across neighbourhoods and by demographic and socioeconomic characteristics. Each additional 10 annual visits was associated with lower MACE risk in unadjusted models [hazard ratio (HR) 0.82; 95% confidence interval (CI): 0.81-0.83] and after adjustment for demographics, comorbidities, and smoking (HR 0.89; 95% CI: 0.88-0.91). A non-linear relationship showed risk reductions at low-to-moderate visitation, plateauing at 10-15 visits annually. After adjusting for social vulnerability, associations were attenuated and no longer significant. The Kaplan-Meier curves showed higher event-free survival in high-visitation areas, consistent across MACE components.
Conclusion: Mobility-derived greenspace visitation is associated with lower cardiovascular risk. These findings highlight greenspace engagement as a potentially modifiable behavioural exposure and support strategies to enhance access and utilization of greenspaces for cardiovascular prevention.
期刊介绍:
European Journal of Preventive Cardiology (EJPC) is an official journal of the European Society of Cardiology (ESC) and the European Association of Preventive Cardiology (EAPC). The journal covers a wide range of scientific, clinical, and public health disciplines related to cardiovascular disease prevention, risk factor management, cardiovascular rehabilitation, population science and public health, and exercise physiology. The categories covered by the journal include classical risk factors and treatment, lifestyle risk factors, non-modifiable cardiovascular risk factors, cardiovascular conditions, concomitant pathological conditions, sport cardiology, diagnostic tests, care settings, epidemiology, pharmacology and pharmacotherapy, machine learning, and artificial intelligence.