Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, China.
Department of Environmental Health, Guangzhou Center for Disease Control and Prevention, Guangzhou, China.
Environ Health Perspect. 2023 Aug;131(8):87010. doi: 10.1289/EHP12186. Epub 2023 Aug 16.
Greenness, referring to a measurement of the density of vegetated land (e.g., gardens, parks, grasslands), has been linked with many human health outcomes. However, the evidence on greenness exposure and human microbiota remains limited, inconclusive, drawn from specific regions, and based on only modest sample size.
We aimed to study the association between greenness exposure and human microbial diversity and composition in a large sample across 34 countries and regions.
We explored associations between residential greenness and human microbial alpha-diversity, composition, and genus abundance using data from 34 countries. Greenness exposure was assessed using the normalized difference vegetation index and the enhanced vegetation index mean values in the month before sampling. We used linear regression models to estimate the association between greenness and microbial alpha-diversity and tested the effect modification of age, sex, climate zone, and pet ownership of participants. Differences in microbial composition were tested by permutational multivariate analysis of variance based on Bray-Curtis distance and differential taxa were detected using the DESeq2 R package between two greenness exposure groups split by median values of greenness.
We found that higher greenness was significantly associated with greater richness levels in the palm and gut microbiota but decreased evenness in the gut microbiota. Pet ownership and climate zone modified some associations between greenness and alpha-diversity. Palm and gut microbial composition at the genus level also varied by greenness. Higher abundances of the genera and , and lower abundances of the genera and , were observed in people with higher greenness levels.
These findings suggest that residential greenness was associated with microbial richness and composition in the human skin and gut samples, collected across different geographic contexts. Future studies may validate the observed associations and determine whether they correspond to improvements in human health. https://doi.org/10.1289/EHP12186.
绿色植被密度(如花园、公园、草地)的测量值与许多人类健康结果有关。然而,绿色暴露与人类微生物组的证据仍然有限、不确定、来自特定地区且基于适度的样本量。
我们旨在研究在跨越 34 个国家和地区的大样本中,绿色暴露与人类微生物多样性和组成之间的关系。
我们使用来自 34 个国家的数据,探索了居住绿色植被与人类微生物多样性、组成和属丰度之间的关联。使用归一化植被指数和增强植被指数的平均值来评估绿色暴露。我们使用线性回归模型来估计绿色与微生物多样性之间的关联,并检验参与者的年龄、性别、气候带和宠物拥有情况的效应修饰作用。使用基于 Bray-Curtis 距离的置换多元方差分析检验微生物组成的差异,并使用 DESeq2 R 包检测两个绿色暴露组之间的差异分类群,这些组是根据绿色暴露中位数划分的。
我们发现,较高的绿色度与手掌和肠道微生物群的丰富度水平显著相关,但肠道微生物群的均匀度降低。宠物拥有和气候带修饰了绿色与多样性之间的一些关联。在属水平上,手掌和肠道微生物组成也因绿色度而异。较高的属和的丰度和较低的属和的丰度在绿色度较高的人群中观察到。
这些发现表明,居住的绿色度与人类皮肤和肠道样本中的微生物丰富度和组成有关,这些样本来自不同的地理环境。未来的研究可能会验证这些观察到的关联,并确定它们是否对应于人类健康的改善。https://doi.org/10.1289/EHP12186.