Evidence map›Paper›PMID 41923012›Full record

ArticleBMC public health2026

Associations of PM

Dan Zeng, Yuwei Zhou, Yuxi Tan, Yunquan Zhang

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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

4 authors.

Dan Zeng *School of Health and Nursing, Wuchang University of Technology, Wuhan, 430223, Hubei, China.
Yuwei Zhou *Xiangya School of Public Health, Central South University, Changsha, Hunan, China.
Yuxi TanSchool of Public Health, Wuhan University of Science and Technology, Wuhan, 430065, Hubei, China. 1214517089@qq.com.
Yunquan ZhangSchool of Public Health, Wuhan University of Science and Technology, Wuhan, 430065, Hubei, China. YunquanZhang@wust.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The combined effects of air pollution and extreme temperature events (ETEs) on physical function remain understudied. This study evaluated the individual and interactive associations of PM2.5 mass, its constituents and ETEs with physical function in mid-to-older-aged Chinese adults. Utilizing 2011–2015 CHARLS data, this longitudinal analysis included 8834 observations from 4110 participants across 125 cities. Physical function (0 − 16 points) was assessed through physical tests of grip strength, balance, chair-rise capability, and walking speed. Linear mixed-effects models were used to investigate the associations of PM2.5 constituents and ETEs with physical function, and bidirectionally stratified analyses were performed to testify the potential interaction between ETEs and PM2.5 exposure. PM2.5 mass and its components were consistently associated with poorer physical function. For each interquartile range rise, the greatest decline in physical function was − 0.481 (95% confidence interval: -0.552, -0.410) points for BC, followed by SO42−, OM, NH4+, and NO3-. For per 10-day increase in ETEs duration per year under multiple definitions, physical function score was declined by 0.216 − 0.290 points for heat waves and 0.205 − 0.251 points for cold spells, respectively. Regional heterogeneity was observed in associations of physical function with PM2.5 constituents and cold spells. We observed markedly intensified PM2.5-related effects in the group of high-frequency cold spells only and intensified ETEs-related effects in high-pollution groups. These results suggested that prolonged PM2.5 pollution and ETEs days were individually and interactively associated with impaired physical function in middle-aged and older adults, highlighting the importance for collaborative interventions amid climate change and aging.

Indexed as

Air PollutantsAir PollutionEnvironmental ExposureExtreme HeatParticulate MatterPhysical Functional PerformanceAgedChinaEast Asian PeopleFemaleHumansLongitudinal StudiesMiddle AgedAir PollutantsParticulate MatterCHARLSExtreme temperature eventInteractive effectPhysical functionPM2.5 constituents

Identifiers

PMID41923012
PMCPMC13195861

What OpenQuestion holds

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Registered trials

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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.