Residential greenness and dyslipidemia risk: Dose-response relations and mediation through BMI and air pollution

被引:7
|
作者
Wang, Qinjian [1 ,2 ]
Li, Xiaoqing [3 ]
Zhong, Wenling [3 ]
Liu, Hongyun [1 ,2 ]
Feng, Chuanteng [1 ,2 ,4 ]
Song, Chao [1 ,2 ]
Yu, Bin [4 ]
Fu, Yao [1 ,2 ]
Lin, Xi [3 ]
Yin, Yanrong [3 ]
Chen, Tiehui [3 ]
Reinhardt, Jan D. [4 ,5 ,6 ,7 ]
Yang, Shujuan [1 ,2 ,8 ,9 ,10 ]
机构
[1] Sichuan Univ, West China Sch Publ Hlth, Chengdu, Peoples R China
[2] Sichuan Univ, West China Hosp 4, Chengdu, Peoples R China
[3] Fujian Prov Ctr Dis Control & Prevent, Fuzhou, Peoples R China
[4] Hong Kong Polytech Univ, Sichuan Univ, Inst Disaster Management & Reconstruct, Chengdu, Peoples R China
[5] Nanjing Med Univ, Jiangsu Prov Hosp, Dept Rehabil Med, Affiliated Hosp 1, Nanjing, Peoples R China
[6] Swiss Parapleg Res, Nottwil, Switzerland
[7] Univ Lucerne, Dept Hlth Sci & Med, Luzern, Switzerland
[8] Chengdu Univ, Clin Med Coll, Dept Hlth Management Ctr, Chengdu, Peoples R China
[9] Chengdu Univ, Affiliated Hosp, Chengdu, Peoples R China
[10] Wuhan Univ, Int Inst Spatial Lifecourse Epidemiol ISLE, Wuhan, Peoples R China
基金
中国国家自然科学基金;
关键词
Dyslipidemia; Blood lipid levels; NDVI; EVI; Doubly -robust approach; Dose -response relation; Mediation analysis; DOUBLY ROBUST ESTIMATION; PHYSICAL-ACTIVITY; CAUSAL INFERENCE; HEALTH; ENVIRONMENT; GREENSPACE; QUALITY; ADULTS; SPACES; NDVI;
D O I
10.1016/j.envres.2022.114810
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Background: Evidence on associations of residential greenness with dyslipidemia is limited, particularly regarding dose-response relations and mediation. Objectives: To investigate associations between greenness and dyslipidemia, non-linear dose-response relation-ships and mediators. Methods: This cross-sectional study draws on the 2018 Fujian Behavior and Disease Surveillance (FBDS) cohort that used multi-stage stratified random sampling from the general population of Fujian Province, China. Par-ticipants with one or more abnormities in total cholesterol (TC), triglycerides (TG), high-density lipoprotein cholesterol (HDL-C), or low-density lipoprotein cholesterol (LDL-C) were classified as having dyslipidemia. Residential greenness was operationalized as 3-year average of the normalized difference vegetation index (NDVI500m) and enhanced vegetation index (EVI500m). A doubly robust approach was used for effect quantifi-cation. Dose-response relations were studied with natural cubic splines. Mediation via physical activity (PA), body mass index (BMI), PM2.5, PM10, SO2, and NO2 was also examined. Results: Data from 43,183 participants were analyzed. Increases in NDVI500m and EVI500m residential greenness were associated with decreased dyslipidemia risk and improved blood lipids. Non-linear dose response re-lationships were discovered. Significant reduction of dyslipidemia risk was observed at levels of EVI500m > 0.48 and NDVI500m > 0.65. Joint mediation effects of PA, BMI, PM2.5, PM10, NO2, and SO2 on the associations of NDVI500m and EVI500m with dyslipidemia risk were 49.74% and 44.64%, respectively. Conclusions: Increased residential exposure to greenness was associated with decreased risk of dyslipidemia. A non-linear dose-response relationship between greenness and dyslipidemia suggests that specific thresholds of greenness need to be reached in order to achieve effects. BMI, PM2.5, and PM10 partially mediated the association.
引用
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页数:10
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