Evidence map›Paper›PMID 42903182›Full record

ArticleFrontiers in public health2026

Ambient air pollution and meteorological factors associated with hand, foot, and mouth disease risk in Shenzhen, China: a time-series study.

Shuai Jiang, Jingwen Liu, Jiajia Ji, Yanpeng Cheng, Zhen Zhang, Guomin Chen, Zhigao Chen, Xiaoheng Li, Huawei Xiong

Abstract read
In one paragraph

Article in Frontiers in 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.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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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

9 authors.

Shuai JiangShenzhen Center for Disease Control and Prevention, Shenzhen, China.
Jingwen LiuFaculty of Health and Medical Sciences, The University of Adelaide, Adelaide, SA, Australia.
Jiajia JiShenzhen Center for Disease Control and Prevention, Shenzhen, China.
Yanpeng ChengShenzhen Center for Disease Control and Prevention, Shenzhen, China.
Zhen ZhangShenzhen Center for Disease Control and Prevention, Shenzhen, China.
Guomin ChenShenzhen Center for Disease Control and Prevention, Shenzhen, China.
Zhigao ChenShenzhen Center for Disease Control and Prevention, Shenzhen, China.
Xiaoheng LiShenzhen Center for Disease Control and Prevention, Shenzhen, China.
Huawei XiongShenzhen Center for Disease Control and Prevention, Shenzhen, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: In China, hand, foot, and mouth disease (HFMD) persists as a prevalent infectious disease with high transmissibility. Nevertheless, the link between environmental determinants and HFMD incidence has not been fully elucidated. The study assessed associations between air pollution, meteorological conditions, and HFMD incidence in Shenzhen, China, while also evaluating shifts in these associations before and after the Enterovirus 71 vaccine and during the COVID-19 epidemic. Methods: Daily data on HFMD cases, air pollutants (such as PM Results: Spearman correlation analysis showed that HFMD was positively correlated with SO₂, mean temperature, relative humidity, and wind speed, and negatively with PM₂.₅, PM₁₀, NO₂, CO, and atmospheric pressure. DLNM models revealed that SO₂ and CO both elevated cumulative risk at extremely high concentrations, with SO₂ showing delayed effects. However, SO₂ unexpectedly displayed protective effects in single-lag analysis. NO₂ exhibited a U-shaped risk at extreme concentrations despite an overall decreasing trend. O₃ showed dual peaks, with protective effects at extremely high concentrations after lag 1. PM Conclusion: Meteorological factors exhibit more consistent associations than air pollutants. Mean temperature showed a dual-peak distribution with persistent effects from high temperatures, while atmospheric pressure presented long-lasting impacts of low pressure. There is a positive correlation between relative humidity and the incidence of HFMD. Air pollutants showed inconsistent associations with HFMD. These findings support targeted public health interventions for meteorological factors.

Indexed as

Air PollutantsAir PollutionHand, Foot and Mouth DiseaseMeteorological ConceptsChinaHumansHumidityIncidenceRisk FactorsTemperatureAir Pollutantsair pollutionDLNMeffectHFMDmeteorological variables

Identifiers

PMID42903182
PMCPMC13680450

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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.