Evidence map›Paper›PMID 41878097›Full record

ArticleFrontiers in public health2026

Heat and socioeconomic deprivation compound to drive coronary heart disease in Los Angeles.

Shutong Huo, Tessa R Pulido, Reginald S Archer, Joshua B Fisher, Jason A Douglas

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.

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

5 authors.

Shutong HuoDepartment of Health, Society, and Behavior, Joe C. Wen School of Population and Public Health, University of California, Irvine, Irvine, CA, United States.
Tessa R PulidoDepartment of Health, Society, and Behavior, Joe C. Wen School of Population and Public Health, University of California, Irvine, Irvine, CA, United States.
Reginald S ArcherDepartment of Environmental Sciences, Tennessee State University, Nashville, TN, United States.
Joshua B FisherSchmid College of Science and Technology Chapman University, Orange, CA, United States.
Jason A DouglasDepartment of Health, Society, and Behavior, Joe C. Wen School of Population and Public Health, University of California, Irvine, Irvine, CA, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Socioeconomic deprivation and environmental heat exposure each increase cardiovascular risk, yet evidence is limited on how these stressors co-occur and jointly shape disease burden within cities. Mapping their overlap can inform equity-oriented planning and needs-based allocation of health and social protection resources. Methods: We conducted an ecological geospatial analysis of 2,513 census tracts in Los Angeles County. Adult coronary heart disease (CHD) prevalence was obtained from CDC Population Level Analysis and Community Estimates (2021). Socioeconomic deprivation was measured using the Social Deprivation Index (SDI), and heatwave surface heat hazard was measured using land surface temperature (LST) retrieved from the ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station. We identified hot spots and overlaps using Getis-Ord Gi Results: CHD hot spots overlapped with high-deprivation and high-heat areas, concentrated in the south and east of Los Angeles County. In standardized OLS models (z-scored outcome and predictors), a 1-SD increase in SDI was associated with a 0.163-SD higher CHD prevalence ( Conclusion: To address this, socioeconomic deprivation and urban heat indicators should be used to inform transparent resource allocation for chronic disease prevention and management. Neighborhoods with high deprivation and heat exposure should be prioritized for cooling infrastructure, home heat mitigation, and urban greening initiatives. Finally, public health, housing, and social services must work together to effectively address the structural drivers of cardiovascular disease disparities.

Indexed as

Coronary DiseaseHot TemperatureSocial DeprivationHumansLos AngelesLow Socioeconomic StatusSocioeconomic Disparities in Healthcoronary heart diseasehealth equityland surface temperaturesocioeconomic deprivationspatial analysisurban heat

Identifiers

PMID41878097
PMCPMC13007079

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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.