Wu Kunpeng, Guo Bing, Guo Yuming, Han Mingming, Xu Huan, Luo Ruocheng, Hong Zehui, Zhang Baochao, Dong Ke, Wu Jialong, Zhang Ning, Chen Gongbo, Li Shanshan, Zuo Haojiang, Pei Xiaofang, Zhao Xing
Department of Epidemiology and Health Statistics, West China School of Public Health / West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China.
Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia.
Environ Int. 2022 May;163:107216. doi: 10.1016/j.envint.2022.107216. Epub 2022 Mar 30.
A growing body of studies have reported the health benefits of greenness. However, less is known about the potential beneficial effects of residential greenness on gut microbiota, which is essential to human health. In this study, we aim to examine the association between residential greenness and gut microbiota in a population-based cohort study.
We included 1758 participants based on the China Multi-Ethnic Cohort (CMEC) study and collected their stool samples for 16S sequencing to derive gut microbiota data. Residential greenness was estimated using the satellite-based data on enhanced vegetation index (EVI) and the normalized differential vegetation index (NDVI) in circular buffers of 250 m, 500 m, and 1000 m. The relationships between residential greenness levels and the composition of gut microbiota, measured by standardized α-diversity and taxonomic composition, were assessed using linear regression and Spearman correlation weighted by generalized propensity scores.
Higher greenness levels were significantly positively associated with standardized α-diversity. Per interquartile range (IQR) increase of EVI and NDVI in the circular buffer of 250 m were associated with the increments of 0.995(95% confidence interval (CI): 0.212-1.778) and 0.653(95% CI: 0.160-1.146) in the standardized Shannon index. For the taxonomic composition of gut microbiota, higher greenness levels were significantly correlated with 29 types of microbial taxonomic composition. NDVI in the circular buffer of 250 m was associated with increased Firmicutes (r = 0.102, adjusted p value = 0.004), which was the dominant composition in the gut microbiota.
Increased amounts of residential greenness may support healthy gut microbiota by benignly altering their composition. These findings suggested that green spaces should be designed to support diverse gut microbiota and ultimately optimize health benefits.
越来越多的研究报告了绿化带来的健康益处。然而,关于居住绿化对肠道微生物群的潜在有益影响却知之甚少,而肠道微生物群对人类健康至关重要。在本研究中,我们旨在通过一项基于人群的队列研究来检验居住绿化与肠道微生物群之间的关联。
我们纳入了基于中国多民族队列(CMEC)研究的1758名参与者,并收集他们的粪便样本进行16S测序,以获取肠道微生物群数据。使用基于卫星的250米、500米和1000米圆形缓冲区的增强植被指数(EVI)和归一化植被指数(NDVI)数据来估计居住绿化情况。通过线性回归和广义倾向得分加权的Spearman相关性,评估居住绿化水平与肠道微生物群组成之间的关系,肠道微生物群组成通过标准化α多样性和分类组成来衡量。
更高的绿化水平与标准化α多样性显著正相关。在250米圆形缓冲区中,EVI和NDVI每增加一个四分位数间距(IQR),标准化香农指数分别增加0.995(95%置信区间(CI):0.212 - 1.778)和0.653(95% CI:0.160 - 1.146)。对于肠道微生物群的分类组成,更高的绿化水平与29种微生物分类组成显著相关。250米圆形缓冲区中的NDVI与厚壁菌门增加相关(r = 0.102,校正p值 = 0.004),厚壁菌门是肠道微生物群中的主要组成部分。
居住绿化量的增加可能通过良性改变肠道微生物群的组成来支持健康的肠道微生物群。这些发现表明,应设计绿色空间以支持多样化的肠道微生物群,并最终优化健康益处。