Evidence mapPaperPMID 41256133Full record

ArticlemedRxiv : the preprint server for health sciences2025

Environmental, Social, and Health Burdens in relation to Sleep-Disordered Breathing among Patients of Community-Based Health Centers in the United States.

Wensu Zhou, Symielle A Gaston, Rupsha Singh, Kathryn S Konrad, Ian D Buller, W Braxton Jackson, Dayna T Neo, Robert Voss, Anna Steeves-Reece, Paul D Juarez and 1 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2025. 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

5 · Who and what money

Authors and funding

11 authors.

Wensu ZhouEpidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, NC, USA.ORCID 0000-0002-4517-5504
Symielle A GastonEpidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, NC, USA.ORCID 0000-0001-9495-1592
Rupsha SinghEpidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, NC, USA.ORCID 0009-0004-0861-3167
Kathryn S KonradDLH, LLC, Bethesda, MD, USA.ORCID 0009-0006-5393-1804
Ian D BullerDLH, LLC, Bethesda, MD, USA.ORCID 0000-0001-9477-8582
W Braxton JacksonDLH, LLC, Bethesda, MD, USA.ORCID 0000-0001-6672-0172
Dayna T NeoDLH, LLC, Bethesda, MD, USA.ORCID 0000-0001-7044-7260
Robert VossOCHIN, Portland, OR, USA.ORCID 0000-0003-3575-5529
Anna Steeves-ReeceOCHIN, Portland, OR, USA.ORCID 0000-0001-9740-5079
Paul D JuarezWilberforce University, Wilberforce, OH, USA.ORCID 0000-0002-3120-7333
Chandra L JacksonEpidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, NC, USA.ORCID 0000-0002-0915-8272

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Sleep-disordered breathing (SDB) is preventable but underdiagnosed, with disparities among sociodemographic groups with limited material and social resources, partly driven by community-level environmental and social conditions along with healthcare-related factors. Objectives: We sought to investigate associations between multifactorial community-level environmental, social, and health burdens and SDB prevalence. We also determined effect modification by age, sex, race, and ethnicity. Design Setting and Participants: Cross-sectional analysis of electronic health records (EHR) data collected in 2022 from 1,957,775 adult patients in the OCHIN network (>2,000 community health centers across 40 U.S. states). Exposures: Patients' 2022 residential addresses were linked to a census tract-level environmental, social, and health burden (ESHB) index created by the Centers for Disease Control and Prevention and the Agency for Toxic Substances Disease Registry. The ESHB comprises 36 indicators that capture and rank community-level social (e.g., socioeconomic status), environmental (e.g., air pollution), and health (e.g., hypertension) vulnerability. Higher percentile ranks of ESHB (range: 0-1) indicated higher vulnerability. Main Outcomes and Measures: SDB was identified via diagnostic and procedural codes, and subtypes were categorized as obstructive (OSA), central (CSA), other/unspecified (OUSA), multiple apneas, and procedure-based cases. Log-binomial regression estimated prevalence ratios (PRs) and 95% confidence intervals (CIs), adjusting for age, sex, race, and ethnicity. We assessed effect modification by testing cross-product terms. Results: Among 1,957,775 patients (median age was 43.0 years [IQR: 30.0-58.0]; 40.6% men), SDB prevalence was 5.5%, with CSA at 0.03%, OSA at 3.8%, OUSA at 1.4%, multiple sleep apneas at 0.03%, and procedure-based cases at 0.21%. Each 0.1-unit increase in ESHB percentile rank was associated with higher prevalence of SDB (PR=1.01 [1.01-1.01]), OUSA (PR=1.01 [1.01-1.02]), and procedure-based cases (PR=1.05 [1.03-1.06]). The ESHB-SDB association was elevated among adults aged 18-49 years, women, American Indian/Alaska Native and White, and non-Hispanic. ESHB was not associated with CSA. Conclusions and Relevance: Higher community-level environmental, social, and health vulnerabilities were associated with higher SDB prevalence (although future prospective studies are warranted). Our findings underscore the need to address community-level factors with potential tailoring of interventions across sociodemographic groups.

Indexed as

community health centerselectronic health recordsneighborhood characteristicsoutpatientsSleep apnea syndromessocial determinants of health

Identifiers

PMID41256133
PMCPMC12622111

What Socratic holds

Textmetadata
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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.