Long-term exposure to residential surrounding greenness and incidence of diabetes: A prospective cohort study

被引:22
作者
Yu, Luhua [1 ,2 ]
Li, Tiezheng [1 ,2 ]
Yang, Zongming [1 ,2 ]
Zhang, Xinhan [1 ,3 ]
Xu, Lisha [1 ,2 ]
Wu, Yonghao [1 ,2 ]
Yu, Zhebin [1 ,3 ]
Shen, Peng [4 ]
Lin, Hongbo [4 ]
Shui, Liming [5 ]
Tang, Mengling [1 ,6 ]
Jin, Mingjuan [1 ,3 ]
Chen, Kun [1 ,3 ]
Wang, Jianbing [1 ,2 ]
机构
[1] Zhejiang Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Sch Med, 866 Yuhangtang Rd, Hangzhou 310058, Zhejiang, Peoples R China
[2] Zhejiang Univ, Sch Med, Natl Clin Res Ctr Child Hlth, Childrens Hosp, 866 Yuhangtang Rd, Hangzhou 310058, Zhejiang, Peoples R China
[3] Zhejiang Univ, Affiliated Hosp 2, Hangzhou, Zhejiang, Peoples R China
[4] Yinzhou Dist Ctr Dis Control & Prevent, Dept Chron Dis & Hlth Promot, Ningbo 315040, Zhejiang, Peoples R China
[5] Yinzhou Dist Hlth Bur Ningbo, Ningbo 315040, Zhejiang, Peoples R China
[6] Zhejiang Univ, Sch Med, Affiliated Hosp 4, Hangzhou 310058, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Diabetes; Greenness; Cohort study; Long-term exposure; AIR-POLLUTION EXPOSURES; PHYSICAL-ACTIVITY; ASSOCIATIONS; SPACE; PREVENTION; GREENSPACE; MORTALITY; PATHWAYS; MELLITUS; DENSITY;
D O I
10.1016/j.envpol.2022.119821
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Exposure to residential greenness might affect population health through increasing physical activity and social engagement, improving mental health, and reducing harmful environmental exposure. However, evidence on the association of greenness with risk of diabetes is still controversial. In this study, we recruited a total of 22,535 participants aged >= 18 years from Yinzhou District, Ningbo, Zhejiang Province, China to investigate the associations between residential greenness and risk of diabetes incidence. Residential greenness was estimated using Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), and Vegetation Continuous Field (VCF). We also calculated cumulative average NDVI, EVI and VCF values, and changes in NDVI, EVI and VCF during the follow-up period. We used Cox proportional hazards models controlling for demographic characteristics, lifestyles, individual socioeconomic status, history of diseases and particulate matter with an aerodynamic diameter <= 2.5 mu m (PM2.5) to examine hazard ratios (HRs) and 95% confidence intervals (95% CIs) and assessed physical activity, body mass index (BMI) or PM2.5 as potential mediators. During 84,992.64 person-years of follow-up, a total of 1,154 incident cases of diabetes occurred. In multivariable models, living in the highest quartile of cumulative average NDVI, EVI and VCF within 250-m buffer was associated with 57% (HR = 0.43, 95% CI: 0.36, 0.52), 62% (HR = 0.38, 95% CI: 0.32, 0.45), and 55% (HR = 0.45, 95% CI: 0.38, 0.54) reduction in diabetes risk compared with the lowest quartile, respectively. Results remained similar for NDVI, EVI, and VCF within 500-m and 1000-m buffers. Stratified analyses showed stronger association for residential greenness and diabetes among older people. The association between greenness and diabetes did not appear to be mediated by physical activity, PM2.5 or BMI. Our findings suggested that higher residential greenness was significantly associated with lower risk of diabetes.
引用
收藏
页数:10
相关论文
共 67 条
[1]   2011 Compendium of Physical Activities: A Second Update of Codes and MET Values [J].
Ainsworth, Barbara E. ;
Haskell, William L. ;
Herrmann, Stephen D. ;
Meckes, Nathanael ;
Bassett, David R., Jr. ;
Tudor-Locke, Catrine ;
Greer, Jennifer L. ;
Vezina, Jesse ;
Whitt-Glover, Melicia C. ;
Leon, Arthur S. .
MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2011, 43 (08) :1575-1581
[2]  
[Anonymous], WHO COVID-19 dashboard
[3]  
[Anonymous], 2020, IDF diabetes atlas, V9th
[4]   Is Neighborhood Green Space Associated With a Lower Risk of Type 2 Diabetes? Evidence From 267,072 Australians [J].
Astell-Burt, Thomas ;
Feng, Xiaoqi ;
Kolt, Gregory S. .
DIABETES CARE, 2014, 37 (01) :197-201
[5]   Physical activity and the risk of type 2 diabetes: a systematic review and dose-response meta-analysis [J].
Aune, Dagfinn ;
Norat, Teresa ;
Leitzmann, Michael ;
Tonstad, Serena ;
Vatten, Lars Johan .
EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2015, 30 (07) :529-542
[6]   A Tutorial on Multilevel Survival Analysis: Methods, Models and Applications [J].
Austin, Peter C. .
INTERNATIONAL STATISTICAL REVIEW, 2017, 85 (02) :185-203
[7]   The association between neighbourhood greenspace and type 2 diabetes in a large cross-sectional study [J].
Bodicoat, Danielle H. ;
O'Donovan, Gary ;
Dalton, Alice M. ;
Gray, Laura J. ;
Yates, Thomas ;
Edwardson, Charlotte ;
Hill, Sian ;
Webb, David R. ;
Khunti, Kamlesh ;
Davies, Melanie J. ;
Jones, Andrew P. .
BMJ OPEN, 2014, 4 (12)
[8]   Explanation in causal inference: Methods for mediation and interaction [J].
Boehnke, Jan R. .
QUARTERLY JOURNAL OF EXPERIMENTAL PSYCHOLOGY, 2016, 69 (06) :1243-1244
[9]   Are Physical Activities Associated With Perceived Stress? The Evidence From the China Health and Nutrition Survey [J].
Cao, Bing ;
Zhao, Yuxiao ;
Ren, Zhongyu ;
McIntyre, Roger S. ;
Teopiz, Kayla M. ;
Gao, Xiao ;
Ding, Ling .
FRONTIERS IN PUBLIC HEALTH, 2021, 9
[10]   The relationship between nature connectedness and happiness: a meta-analysis [J].
Capaldi, Colin A. ;
Dopko, Raelyne L. ;
Zelenski, John M. .
FRONTIERS IN PSYCHOLOGY, 2014, 5