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Associations of greenness with diabetes mellitus and glucose-homeostasis markers: The 33 Communities Chinese Health Study

  • Bo Yi Yang
  • , Iana Markevych
  • , Joachim Heinrich
  • , Gayan Bowatte
  • , Michael S. Bloom
  • , Yuming Guo
  • , Shyamali C. Dharmage
  • , Bin Jalaludin
  • , Luke D. Knibbs
  • , Lidia Morawska
  • , Zhengmin (Min) Qian
  • , Duo Hong Chen
  • , Huimin Ma
  • , Da Chen
  • , Shao Lin
  • , Mo Yang
  • , Kang Kang Liu
  • , Xiao Wen Zeng
  • , Li Wen Hu
  • , Guang Hui Dong
  • Sun Yat-Sen University
  • Ludwig Maximilian University of Munich
  • Helmholtz Zentrum München - German Research Center for Environmental Health
  • German Center for Lung Research
  • University of Melbourne
  • Institute of Fundamental Studies Kandy
  • SUNY Albany
  • Monash University
  • Murdoch Children's Research Institute
  • Centre for Air Quality and Health Research and Evaluation
  • South Western Sydney Local Health District
  • Ingham Institute for Applied Medical Research
  • University of New South Wales
  • University of Queensland
  • Queensland University of Technology
  • Saint Louis University
  • Guangdong Environmental Protection Key Laboratory of Atmospheric Secondary Pollution
  • CAS - Guangzhou Institute of Geochemistry
  • Jinan University

Research output: Contribution to journalArticlepeer-review

88 Scopus citations

Abstract

Background: Residing in greener places may be protective against diabetes mellitus (DM) but evidence is scarce and comes mainly from developed countries. Objectives: To investigate associations of residential greenness with DM prevalence and glucose-homeostasis markers in Chinese adults and whether these associations were mediated by air pollution, physical activity, and body mass index. Methods: In 2009, a total of 15,477 adults from the cross-sectional 33 Communities Chinese Health Study provided blood samples and completed a questionnaire. We considered fasting and 2-h glucose and insulin concentrations, as well as the homoeostasis model assessment of insulin resistance and β-cell function, as glucose-homeostasis markers. DM was defined according to the American Diabetes Association's recommendations. Residential greenness was estimated by two satellite-derived vegetation indexes – Normalized Difference Vegetation Index (NDVI) and Soil Adjusted Vegetation Index (SAVI). Nitrogen dioxide and particulate matter ≤2.5 μm were used as air pollution proxies. Associations were assessed by two-level adjusted logistic and linear regression models. Results: A 0.1-unit increase in NDVI 500 m and SAVI 500 m was significantly associated with lower odds of DM by factors of 0.88 (95% Confidence Interval 0.82–0.94) and 0.80 (0.72–0.90), respectively. Higher greenness was also significantly associated with lower fasting and 2-h glucose levels, 2-h insulin level, as well as lower insulin resistance and higher β-cell function. Air pollution and body mass index significantly mediated 6.9–51.1% and 8.6–78.7% these associations, respectively, while no mediation role was observed for physical activity. Conclusions: Higher residential greenness appears to be associated with a lower prevalence of DM. This association might be due to glucose and insulin metabolism and pancreatic β-cell function. Lower levels of air pollution and body mass index can be pathways linking greenspace to diabetes.

Original languageEnglish
Pages (from-to)283-290
Number of pages8
JournalInternational Journal of Hygiene and Environmental Health
Volume222
Issue number2
DOIs
StatePublished - Mar 2019

Keywords

  • Cross-sectional
  • Diabetes mellitus
  • Glucose
  • Greenness
  • Insulin resistance
  • Mediation

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