Evidence map›Paper›PMID 41792666›Full record

ArticleBMC public health2026

Regional heterogeneity and the role of social vulnerability in air pollution-related mortality from chronic lower respiratory diseases: a nationwide analysis of the United States (2010-2020).

Dong Miao, Li'ao Wang, Xinfeng Bai, Meiying Wang, Jun Gan, Guojing Bao, Junfeng Zheng, Wei Chen, Yunsheng Hou, Yingping Tian and 2 more

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

12 authors.

Dong MiaoDepartment of Emergency, The 980th Hospital of the PLA Joint Logistics Support Force (Primary Bethune International Peace Hospital of PLA), Shijiazhuang, 050082, China. miaodong312@126.com.
Li'ao WangDepartment of Emergency, The 980th Hospital of the PLA Joint Logistics Support Force (Primary Bethune International Peace Hospital of PLA), Shijiazhuang, 050082, China.
Xinfeng BaiHebei Children's Hospital of Hebei Medical University, Shijiazhuang, 050031, China.
Meiying WangDepartment of Emergency, The 980th Hospital of the PLA Joint Logistics Support Force (Primary Bethune International Peace Hospital of PLA), Shijiazhuang, 050082, China.
Jun GanThe Center for Disease Prevention and Control in Western Theater Command of PLA Joint Logistic Support Force, Lanzhou, 730030, China.
Guojing BaoThe Center for Disease Prevention and Control in Western Theater Command of PLA Joint Logistic Support Force, Lanzhou, 730030, China.
Junfeng ZhengThe Center for Disease Prevention and Control in Western Theater Command of PLA Joint Logistic Support Force, Lanzhou, 730030, China.
Wei ChenDepartment of Emergency, The Third Medical Center of Chinese PLA General Hospital, Beijing, 100039, China.
Yunsheng HouDepartment of Emergency, The 980th Hospital of the PLA Joint Logistics Support Force (Primary Bethune International Peace Hospital of PLA), Shijiazhuang, 050082, China.
Yingping TianThe Second Hospital of Hebei Medical University, Shijiazhuang, 050000, China. tianyingping-jzh@163.com.
Xiaolei YeThe Center for Disease Prevention and Control in Western Theater Command of PLA Joint Logistic Support Force, Lanzhou, 730030, China. 1016751991@qq.com.
Gang HeDepartment of Emergency, The 980th Hospital of the PLA Joint Logistics Support Force (Primary Bethune International Peace Hospital of PLA), Shijiazhuang, 050082, China. hegyouxiang@163.com.

Funding

Hebei Provincial Government Clinical Medicine Outstanding Talent Training Program ZF2025315Hebei Provincial Medical Science Research Project 20240492
6 · The paper itself

Abstract

backgroundFine particulate matter (PM2.5) is a recognized risk factor for chronic lower respiratory diseases (CLRD) mortality. While Environmental Justice frameworks posit that socioeconomically disadvantaged populations bear disproportionate health burdens, nationwide studies using pooled estimates may mask critical geographic and seasonal heterogeneities. This study aimed to evaluate these spatiotemporal variations across the contiguous US and examine effect modification by the Social Vulnerability Index (SVI).

methodsWe analyzed monthly time-series data from 3,108 counties (2010–2020). CLRD mortality data (ICD-10: J40-J47) were obtained from CDC WONDER, and monthly average concentrations of PM2.5 and ozone were aggregated from daily measurements derived from the US EPA Air Quality System using inverse distance weighting (IDW). Generalized Linear Models (GLM) with a negative binomial distribution were employed, adjusting for ozone, temperature, seasonality, and long-term trends. Analyses were stratified by Census Region and season. We introduced an interaction term (PM2.5×SVI) to test for effect modification and used restricted cubic splines (RCS) to visualize exposure-response associations. Sensitivity analyses, including removing ozone adjustment, altering temperature controls, and excluding 2020 data to rule out COVID-19 anomalies, were conducted to verify robustness.

resultsNationwide, the association was borderline (RR = 1.02, 95% CI: 1.00-1.04, P = 0.075), but regional disparities were striking. The Midwest exhibited exceptionally high risk (RR = 2.61, 95% CI: 2.45–2.79, P < 0.001) with a steep exposure-response curve consistent across seasons. Conversely, the South showed a negative association (RR = 0.70, 95% CI: 0.53–0.92, P = 0.043), primarily driven by the warm season. No significant associations were observed in the Northeast or West. Importantly, SVI did not significantly modify the PM2.5-mortality association in any region (P-interaction > 0.05), and results remained robust across sensitivity models.

conclusionsThe impact of PM2.5 on CLRD mortality exhibits substantial regional heterogeneity. The Midwest identified as a highly susceptible hotspot, while the South’s negative association likely reflects exposure misclassification (e.g., air conditioning use). Our findings support the “Universal Susceptibility” hypothesis in the Midwest, suggesting that regional pollution haze poses a consistent threat across socioeconomic spectrums, unaffected by community vulnerability levels. Policy interventions should prioritize region-specific emission controls, particularly in the Midwest.

Indexed as

Air PollutionEnvironmental ExposureRespiratory Tract DiseasesSocial VulnerabilityAir PollutantsChronic DiseaseHumansOzoneParticulate MatterSeasonsSocioeconomic Disparities in HealthUnited StatesAir PollutantsOzoneParticulate MatterChronic lower respiratory diseasesEnvironmental justiceFine particulate matterRegional heterogeneitySocial Vulnerability Index

Identifiers

PMID41792666
PMCPMC13078089

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

None linked

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.