Evidence map›Paper›PMID 42344586›Full record

ArticleEnvironment & health (Washington, D.C.)2026

Neighborhood Greenspace Enhances Cardiopulmonary Function in Healthy Older Adults: A Multiomics Analysis from the BAPE Study.

Weiju Zhou, Jiuxuan Gao, Xiaojie Guo, Jiayu Xu, Wanying Shi, Yaxing Wang, Yu'e Cha, Song Tang, Xiaoming Shi, John S Ji

Abstract read
In one paragraph

Article in Environment & health (Washington, D.C.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Weiju ZhouVanke School of Public Health, Tsinghua University, Beijing 100084, China.
Jiuxuan GaoVanke School of Public Health, Tsinghua University, Beijing 100084, China.
Xiaojie GuoChina CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China.
Jiayu XuVanke School of Public Health, Tsinghua University, Beijing 100084, China.
Wanying ShiChina CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China.
Yaxing WangBeijing Visual Science and Translational Eye Research Institute (BERI), Beijing Tsinghua Changgung Hospital, Tsinghua Medicine, Tsinghua University, Beijing, China.
Yu'e ChaChina CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China.
Song TangChina CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China.
Xiaoming ShiChina CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing 100021, China.ORCID https://orcid.org/0000-0002-7071-571X
John S JiVanke School of Public Health, Tsinghua University, Beijing 100084, China.ORCID https://orcid.org/0000-0002-5002-118X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Urban greenspace measured by remote sensing has been linked to population health benefits, yet evidence on cardiopulmonary effects at the microenvironmental street level and related molecular mechanisms in older adults remains limited. We conducted a repeated-measures panel study of 76 healthy older adults in Jinan, China, with five monthly clinical examinations. Pedestrian-level neighborhood greenspace exposure was quantified using AI-based semantic segmentation of street-view videos collected around participants' residences. Pulmonary and cardiovascular function were repeatedly assessed, alongside multiomics profiling of blood and urine samples. Linear mixed-effect models were used to examine associations of greenspace exposure with cardiopulmonary outcomes, while causal inference tests and integrative pathway analyses explored potential biological mechanisms. Higher neighborhood greenspace exposure was significantly associated with improved forced vital capacity (FVC), but not with other pulmonary indices or cardiovascular outcomes. In fully adjusted models, each interquartile range (IQR) increase in greenspace exposure was associated with a 189.9 mL (95% CI: 35.9 to 343.2 mL) increase in FVC. Multiomics analyses identified mediating metabolites, lipids, transcripts, and enriched pathways related to immune activation, nitric oxide metabolism, and DNA repair. These findings suggest that pedestrian-level greenness exposure may enhance pulmonary function in older adults through specific biological pathways, highlighting the importance of microscale urban greening for respiratory health.

Indexed as

AI technologycardiopulmonary functiongreenness exposuremulti-omicsolder adults

Identifiers

PMID42344586
PMCPMC13288246

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.