Evidence map›Paper›PMID 41701678›Full record

ArticlePLoS medicine2026

The role of comorbidities in the associations between air pollution and Alzheimer's disease: A national cohort study in the American Medicare population.

Yanling Deng, Yang Liu, Hua Hao, Ke Xu, Qiao Zhu, Haomin Li, Tszshan Ma, Kyle Steenland

Abstract read
In one paragraph

Article in PLoS medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

8 authors.

Yanling DengGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.ORCID https://orcid.org/0009-0001-7857-5360
Yang LiuGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.
Hua HaoGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.
Ke XuGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.ORCID https://orcid.org/0000-0002-6321-1118
Qiao ZhuGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.
Haomin LiGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.ORCID https://orcid.org/0000-0003-3921-085X
Tszshan MaGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.
Kyle SteenlandGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAir pollution and several common comorbidities-such as hypertension, stroke, and depression-are established risk factors for Alzheimer's disease (AD). However, whether these comorbidities mediate or amplify the effects of fine particulate matter (PM2.5) on AD remains unclear. We aimed to investigate whether these conditions modify or mediate the association between PM2.5 exposure and incident AD. METHODS AND

findingsWe conducted a nationwide cohort study including 27.8 million US Medicare beneficiaries aged 65 years and older from 2000 to 2018. Exposure to PM2.5 was assessed using high-resolution air pollution datasets. Cox proportional hazards models were applied to estimate the associations between exposure to PM2.5, incident AD, and comorbidities. The potential for comorbidities to modify and mediate the association between PM2.5 and AD was evaluated by stratified analyses and mediation analysis. We identified approximately 3.0 million incident AD cases. PM2.5 exposure (5-year moving average prior to AD onset) was associated with increased risk of AD in the overall population (hazard ratio [HR]) per interquartile range [IQR, 3.8 µg/m3] increase: 1.085 (95% CI: 1.078, 1.091]. This association was slightly stronger in individuals with stroke (HR per IQR increase: 1.105; 95% CI: 1.096, 1.114), but there was little effect modification for hypertension and depression. PM2.5 exposure was also significantly associated with higher risks of hypertension, depression, and stroke, all of which were also linked to increased AD risk. However, mediation effects were minimal, with 1.6% of the association between PM2.5 and incident AD mediated by hypertension, 4.2% by stroke, and 2.1% by depression. Study limitations include use of administrative claims data and potential exposure misclassification from area-level PM2.5 estimates.

conclusionsOur findings suggest that PM2.5 exposure was associated with increased AD risk, primarily through direct rather than comorbidity-mediated pathways. Stroke may modestly increase susceptibility. These findings highlight the need for air quality interventions as part of dementia prevention strategies in aging populations, especially those facing overlapping environmental and clinical vulnerabilities.

Indexed as

Air PollutionAlzheimer DiseaseEnvironmental ExposureMedicareParticulate MatterAgedAged, 80 and overAir PollutantsCohort StudiesComorbidityFemaleHumansMaleRisk FactorsUnited StatesAir PollutantsParticulate Matter

Identifiers

PMID41701678
PMCPMC12912588

What Socratic holds

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LicenceCC BY
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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 Socratic graph.