Evidence map›Paper›PMID 40081611›Full record

Observational studyThe American journal of cardiology2025

Multidimensional Risk Factors for Heart Failure in Hispanic Adults: Findings from the All of Us Research Program.

Qiuhua Shen, Lauren Clark, Francisco J Diaz, Janet D Pierce

Abstract readObservational StudyMulticenter Study
In one paragraph

Observational study in The American journal of cardiology, 2025. 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

4 authors.

Qiuhua ShenUniversity of Kansas, School of Nursing, Kansas City, Kansas 66160. Electronic address: qshen@kumc.edu.
Lauren ClarkUniversity of Kansas, Department of Biostatistics and Data Science, Kansas City, Kansas 66160.
Francisco J DiazUniversity of Kansas, Department of Biostatistics and Data Science, Kansas City, Kansas 66160.
Janet D PierceUniversity of Kansas, School of Nursing, Kansas City, Kansas 66160.

Funding

Todos Juntos: All of Us Research ProgramOT2OD025277 · OD · NATIONAL ALLIANCE FOR HISPANIC HEALTH · PI ADOLPH P FALCON, EDGAR GIL RICO · 2017 to 2026
$20.8M
NIH HHS OT2 OD025277
6 · The paper itself

Abstract

Heart failure (HF) is a leading cause of morbidity and mortality in the United States affecting approximately 6.7 million adults. In Hispanic adults, HF is underdiagnosed, leading to an incomplete characterization of the HF risk profiles in this population. Thus, the objective of the study was to investigate the multidimension HF risk factors among Hispanic adults. This cross-sectional study analyzed observational data collected from Hispanic adult participants in the All of Us Research Program. Sociodemographic, lifestyle, environmental, stress, and health care access and utilization data were retrieved from the survey domain. Past medical history was retrieved from the electronic health record domain. Using SAS, logistic regression was performed to identify multidimension risk factors for HF in Hispanic adults. The study subjects consisted of 5,281 Hispanic adults with 72.5% females and 27.5% males. The prevalence of HF was 3.6% (188/5,281). Males had a higher prevalence of HF than females (5.7% vs 2.7%). After adjusting for potential confounders with logistic regression, age (OR = 1.03, 95% CI [1.01, 1.04], p <0.0001), hypertension (OR = 5.75, 95% CI [3.23, 10.24], p <0.0001), heart attack (OR = 11.31, 95% CI [7.71, 16.58], p <0.0001), type 2 diabetes mellitus (OR = 1.45, 95% CI [1.02, 2.06], p = 0.0383), and obesity (OR = 2.32, 95% CI [1.60, 3.36], p <0.0001) were significant risk factors for HF. In conclusion, multidimension risk factors for HF among Hispanic adults were explored in this study. More research is needed to compare these risk factors to other non-Hispanic populations.

Indexed as

Heart FailureHispanic or LatinoAdultAgedCross-Sectional StudiesFemaleHumansHypertensionMaleMiddle AgedObesityPrevalenceRisk AssessmentRisk FactorsUnited StatesAll of Us Research Programheart failureHispanic adultsrisk factors

Identifiers

PMID40081611
PMCPMC12009685

What OpenQuestion holds

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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 OpenQuestion graph.