Evidence map›Paper›PMID 34206881›Full record

ArticleInternational journal of environmental research and public health2021

Combined Effect of Lead Exposure and Allostatic Load on Cardiovascular Disease Mortality-A Preliminary Study.

Emmanuel Obeng-Gyasi, Alesia C Ferguson, Katherine A Stamatakis, Michael A Province

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
26citing papers in PubMed, 2 pooled it
–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

26 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Allostatic Load and Cardiovascular Disease: A Systematic Review.American journal of preventive medicine · 2025
    Pooled it
  2. Pooled it
  3. Review
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Assessment of EMR ML Mining Methods for Measuring Association between Metal Mixture and Mortality for Hypertension.High blood pressure & cardiovascular prevention : the official journal of the Italian Society of Hypertension · 2024
    Article
  10. Article
  11. Identifying Sources of Lead Exposure for Children in the Republic of Georgia, with Lead Isotope Ratios.International journal of environmental research and public health · 2023
    Article
  12. Review
  13. Review
  14. Article
  15. Article
  16. Review
  17. Allostatic load in the context of disasters.Psychoneuroendocrinology · 2022
    Review
  18. The Association between Multiple Per- and Polyfluoroalkyl Substances' Serum Levels and Allostatic Load.International journal of environmental research and public health · 2022
    Article
  19. Article
  20. 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.

Emmanuel Obeng-GyasiDepartment of Built Environment, North Carolina A&T State University, Greensboro, NC 27411, USA.ORCID 0000-0003-3195-706X
Alesia C FergusonDepartment of Built Environment, North Carolina A&T State University, Greensboro, NC 27411, USA.
Katherine A StamatakisDepartment of Epidemiology and Biostatistics, College for Public Health & Social Justice, Saint Louis University, St. Louis, MO 63103, USA.
Michael A ProvinceDepartment of Genetics, Washington University School of Medicine St. Louis, St. Louis, MO 63130, USA.

Funding

PRIDE SUMMER INSTITUTE IN CARDIOVASCULAR GENETIC EPIDEMIOLOGYR25HL105400 · NHLBI · WASHINGTON UNIVERSITY · PI DAVILA-ROMAN, VICTOR G., DE LAS FUENTES, LISA · 2010 to 2025
$5.2M
NHLBI NIH HHS R25 HL105400
6 · The paper itself

Abstract

This study explores the combined effect of lead (Pb) exposure and an index of chronic physiological stress on cardiovascular disease mortality using data from the National Health and Nutrition Examination Survey (NHANES) 1999-2008 linked to 1999-2014 National Death Index data. Chronic physiological stress was measured using the allostatic load (AL) index, which was formed by analyzing markers from the cardiovascular, inflammatory, and metabolic systems, with Pb levels, assessed using blood lead levels (BLL). The dataset was analyzed with statistical techniques to explore (a) the relationship between Pb exposure and AL, and (b) the combined role of Pb and AL on cardiovascular disease mortality. Results indicated that AL was more elevated in those with BLLs above the 50th percentile in the US population and that those with elevated AL were more likely to have high BLL. Finally, the interaction of AL and BLL significantly increased the likelihood of cardiovascular disease mortality. These findings highlight the need for considering the totality of exposures experienced by populations to build holistic programs to prevent Pb exposure and reduce stressors to promote optimal health outcomes and reduce cardiovascular mortality risk.

Indexed as

AllostasisCardiovascular DiseasesBiomarkersHumansLeadNutrition SurveysBiomarkersLeadallostatic loadcardiovascular disease mortalitylead exposuremixed exposuresstress

Identifiers

PMID34206881
PMCPMC8297236

What OpenQuestion holds

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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.