Evidence map›Paper›PMID 37403029›Full record

ArticleBMC cardiovascular disorders2023

Allostatic load and incident heart failure in the Reasons for Geographic and Racial Differences in Stroke (REGARDS) study.

Christine Park, Joanna B Ringel, Laura C Pinheiro, Alanna A Morris, Madeline Sterling, Lauren Balkan, Samprit Banerjee, Emily B Levitan, Monika M Safford, Parag Goyal

Open access · goldAbstract read
In one paragraph

Article in BMC cardiovascular disorders, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
2.7field-weighted citation impact, top 10% of its field
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

12 citing papers in PubMed, 1 synthesis or guideline pooled it, 17 citations in OpenAlex.

  1. Allostatic Load and Cardiovascular Disease: A Systematic Review.American journal of preventive medicine · 2025
    Pooled it
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  11. Observational
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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

10 authors at 5 institutions in 1 country.

Christine ParkDepartment of Medicine, New York Presbyterian-Weill Cornell, New York, NY, USA.
Joanna B RingelDivision of General Internal Medicine, Department of Medicine, Weill Cornell Medicine, New York, NY, USA.
Laura C PinheiroDivision of General Internal Medicine, Department of Medicine, Weill Cornell Medicine, New York, NY, USA.
Alanna A MorrisDepartment of Medicine, Emory University School of Medicine, Atlanta, GA, USA.
Madeline SterlingDivision of General Internal Medicine, Department of Medicine, Weill Cornell Medicine, New York, NY, USA.
Lauren BalkanDepartment of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, USA.
Samprit BanerjeeDivision of Biostatistics and Epidemiology, Department of Public Health, Weill Medical College of Cornell University, New York, NY, USA.
Emily B LevitanDepartment of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA.
Monika M SaffordDivision of General Internal Medicine, Department of Medicine, Weill Cornell Medicine, New York, NY, USA.
Parag GoyalDepartment of Medicine, New York Presbyterian-Weill Cornell, New York, NY, USA. pag9051@med.cornell.edu.
Cornell University · USBeth Israel Deaconess Medical Center · USEmory University · USUniversity of Alabama at Birmingham · USWeill Cornell Medicine · US

Funding

VCID and Stroke in a Bi-racial National CohortU01NS041588 · NINDS · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI CUSHMAN, MARY, HOWARD, GEORGE · 2002 to 2022
$96.0M
Healthcare Fragmentation and Cardiovascular OutcomesR01HL135199 · NHLBI · WEILL MEDICAL COLL OF CORNELL UNIV · PI KERN, LISA M · 2017 to 2020
$3.3M
NHLBI NIH HHS R01 HL135199NINDS NIH HHS U01 NS041588
6 · The paper itself

Abstract

backgroundAllostatic load (AL) is the physiologic "wear and tear" on the body from stress. Yet, despite stress being implicated in the development heart failure (HF), it is unknown whether AL is associated with incident HF events.

methodsWe examined 16,765 participants without HF at baseline from the REasons for Geographic and Racial Differences in Stroke (REGARDS) cohort. The main exposure was AL score quartile. AL was determined according to 11 physiologic parameters, whereby each parameter was assigned points (0-3) based on quartiles within the sample, and points were summed to create a total AL score ranging from 0-33. The outcome was incident HF event. We examined the association between AL quartile (Q1-Q4) and incident HF events using Cox proportional hazards models, adjusted for demographics, socioeconomic factors, and lifestyle.

resultsThe mean age was 64 ± 9.6 years, 61.5% were women, and 38.7% were Black participants. Over a median follow up of 11.4 years, we observed 750 incident HF events (635 HF hospitalizations and 115 HF deaths). Compared to the lowest AL quartile (Q1), the fully adjusted hazards of an incident HF event increased in a graded fashion: Q2 HR 1.49 95% CI 1.12-1.98; Q3 HR 2.47 95% CI 1.89-3.23; Q4 HR 4.28 95% CI 3.28-5.59. The HRs for incident HF event in the fully adjusted model that also adjusted for CAD were attenuated, but remained significant and increased in a similar, graded fashion by AL quartile. There was a significant age interaction (p-for-interaction < 0.001), whereby the associations were observed across each age stratum, but the HRs were highest among those aged < 65 years.

conclusionAL was associated with incident HF events, suggesting that AL could be an important risk factor and potential target for future interventions to prevent HF.

Indexed as

AllostasisHeart FailureStrokeAgedFemaleHumansMaleMiddle AgedRace FactorsRisk FactorsAllostatic loadHeart failureOutcomes

Identifiers

PMID37403029
PMCPMC10318712
OpenAlexW4383104607

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.