Cargando…

Association between Residential Greenness and Human Microbiota: Evidence from Multiple Countries

BACKGROUND: 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 bas...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Yi-Dan, Fan, Shu-Jun, Zhang, Zheng, Li, Jia-Xin, Liu, Xiao-Xuan, Hu, Li-Xin, Knibbs, Luke D., Dadvand, Payam, Jalaludin, Bin, Browning, Matthew H.E.M., Zhao, Tianyu, Heinrich, Joachim, He, Zhini, Chen, Cheng-Zhi, Zhou, Yuanzhong, Dong, Guang-Hui, Yang, Bo-Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Environmental Health Perspectives 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10431502/
https://www.ncbi.nlm.nih.gov/pubmed/37585351
http://dx.doi.org/10.1289/EHP12186
_version_ 1785091217103519744
author Zhang, Yi-Dan
Fan, Shu-Jun
Zhang, Zheng
Li, Jia-Xin
Liu, Xiao-Xuan
Hu, Li-Xin
Knibbs, Luke D.
Dadvand, Payam
Jalaludin, Bin
Browning, Matthew H.E.M.
Zhao, Tianyu
Heinrich, Joachim
He, Zhini
Chen, Cheng-Zhi
Zhou, Yuanzhong
Dong, Guang-Hui
Yang, Bo-Yi
author_facet Zhang, Yi-Dan
Fan, Shu-Jun
Zhang, Zheng
Li, Jia-Xin
Liu, Xiao-Xuan
Hu, Li-Xin
Knibbs, Luke D.
Dadvand, Payam
Jalaludin, Bin
Browning, Matthew H.E.M.
Zhao, Tianyu
Heinrich, Joachim
He, Zhini
Chen, Cheng-Zhi
Zhou, Yuanzhong
Dong, Guang-Hui
Yang, Bo-Yi
author_sort Zhang, Yi-Dan
collection PubMed
description BACKGROUND: 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. OBJECTIVES: We aimed to study the association between greenness exposure and human microbial diversity and composition in a large sample across 34 countries and regions. METHODS: 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. RESULTS: 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 Lactobacillus and Bifidobacterium, and lower abundances of the genera Anaerotruncus and Streptococcus, were observed in people with higher greenness levels. DISCUSSION: 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
format Online
Article
Text
id pubmed-10431502
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Environmental Health Perspectives
record_format MEDLINE/PubMed
spelling pubmed-104315022023-08-17 Association between Residential Greenness and Human Microbiota: Evidence from Multiple Countries Zhang, Yi-Dan Fan, Shu-Jun Zhang, Zheng Li, Jia-Xin Liu, Xiao-Xuan Hu, Li-Xin Knibbs, Luke D. Dadvand, Payam Jalaludin, Bin Browning, Matthew H.E.M. Zhao, Tianyu Heinrich, Joachim He, Zhini Chen, Cheng-Zhi Zhou, Yuanzhong Dong, Guang-Hui Yang, Bo-Yi Environ Health Perspect Research BACKGROUND: 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. OBJECTIVES: We aimed to study the association between greenness exposure and human microbial diversity and composition in a large sample across 34 countries and regions. METHODS: 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. RESULTS: 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 Lactobacillus and Bifidobacterium, and lower abundances of the genera Anaerotruncus and Streptococcus, were observed in people with higher greenness levels. DISCUSSION: 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 Environmental Health Perspectives 2023-08-16 /pmc/articles/PMC10431502/ /pubmed/37585351 http://dx.doi.org/10.1289/EHP12186 Text en https://ehp.niehs.nih.gov/about-ehp/licenseEHP is an open-access journal published with support from the National Institute of Environmental Health Sciences, National Institutes of Health. All content is public domain unless otherwise noted.
spellingShingle Research
Zhang, Yi-Dan
Fan, Shu-Jun
Zhang, Zheng
Li, Jia-Xin
Liu, Xiao-Xuan
Hu, Li-Xin
Knibbs, Luke D.
Dadvand, Payam
Jalaludin, Bin
Browning, Matthew H.E.M.
Zhao, Tianyu
Heinrich, Joachim
He, Zhini
Chen, Cheng-Zhi
Zhou, Yuanzhong
Dong, Guang-Hui
Yang, Bo-Yi
Association between Residential Greenness and Human Microbiota: Evidence from Multiple Countries
title Association between Residential Greenness and Human Microbiota: Evidence from Multiple Countries
title_full Association between Residential Greenness and Human Microbiota: Evidence from Multiple Countries
title_fullStr Association between Residential Greenness and Human Microbiota: Evidence from Multiple Countries
title_full_unstemmed Association between Residential Greenness and Human Microbiota: Evidence from Multiple Countries
title_short Association between Residential Greenness and Human Microbiota: Evidence from Multiple Countries
title_sort association between residential greenness and human microbiota: evidence from multiple countries
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10431502/
https://www.ncbi.nlm.nih.gov/pubmed/37585351
http://dx.doi.org/10.1289/EHP12186
work_keys_str_mv AT zhangyidan associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries
AT fanshujun associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries
AT zhangzheng associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries
AT lijiaxin associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries
AT liuxiaoxuan associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries
AT hulixin associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries
AT knibbsluked associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries
AT dadvandpayam associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries
AT jalaludinbin associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries
AT browningmatthewhem associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries
AT zhaotianyu associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries
AT heinrichjoachim associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries
AT hezhini associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries
AT chenchengzhi associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries
AT zhouyuanzhong associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries
AT dongguanghui associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries
AT yangboyi associationbetweenresidentialgreennessandhumanmicrobiotaevidencefrommultiplecountries