Evidence map›Paper›PMID 38133959›Full record

ArticleEnvironmental health perspectives2023

Arsenic Exposure and Epigenetic Aging: The Association with Cardiovascular Disease and All-Cause Mortality in the Strong Heart Study.

Enoch X Jiang, Arce Domingo-Relloso, Ahlam Abuawad, Karin Haack, Maria Tellez-Plaza, M Danielle Fallin, Jason G Umans, Lyle G Best, Ying Zhang, Allison Kupsco and 3 more

Open access · diamondAbstract read
In one paragraph

Article in Environmental health perspectives, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 3 pooled it
15.7field-weighted citation impact, top 1% 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

17 citing papers in PubMed, 3 syntheses or guidelines pooled it, 27 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Review
  10. Review
  11. Review
  12. Quantification of Epigenetic Aging in Public Health.Annual review of public health · 2025
    Review
  13. Environmental Health Is Overlooked in Longevity Research.Antioxidants (Basel, Switzerland) · 2025
    Review
  14. Review
  15. Epigenomic insights into common human disease pathology.Cellular and molecular life sciences : CMLS · 2024
    Review
  16. Article
  17. 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

13 authors at 8 institutions in 2 countries.

Enoch X JiangDepartment of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York, USA.
Arce Domingo-RellosoDepartment of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York, USA.
Ahlam AbuawadDepartment of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York, USA.
Karin HaackPopulation Health Program, Texas Biomedical Research Institute, San Antonio, Texas, USA.
Maria Tellez-PlazaIntegrative Epidemiology Group, Department of Chronic Diseases Epidemiology, National Center for Epidemiology, Instituto de Salud Carlos III, Madrid, Spain.
M Danielle FallinDepartment of Mental Health, Johns Hopkins University, Baltimore, Maryland, USA.
Jason G UmansMedStar Health Research Institute, Washington, DC, USA.
Lyle G BestMissouri Breaks Industries Research, Eagle Butte, South Dakota, USA.
Ying ZhangCenter for American Indian Health Research, Department of Biostatistics and Epidemiology, The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA.
Allison KupscoDepartment of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York, USA.
Daniel W BelskyDepartment of Epidemiology, Columbia University, New York, USA.
Shelley A ColePopulation Health Program, Texas Biomedical Research Institute, San Antonio, Texas, USA.
Ana Navas-AcienDepartment of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York, USA.ORCID 0000-0001-9824-7797
Columbia University · USTexas Biomedical Research Institute · USGeorgetown-Howard Universities Center for Clinical and Translational Science · USInstituto de Salud Carlos III · ESJohns Hopkins University · USMissouri Breaks Industries Research (United States) · USUniversitat de València · ESUniversity of Oklahoma Health Sciences Center · US

Funding

True Metal fac coreP30ES009089 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI MATTHEW S PERZANOWSKI · 1998 to 2026
$44.7M
The Strong Heart Study, Phase VU01HL041654 · NHLBI · UNIVERSITY OF OKLAHOMA HLTH SCIENCES CTR · PI LEE, ELISA TAN · 1988 to 2013
$19.2M
STRONG HEART STUDY (SHS): OUHSC COORDINATING CENTER - TASK AREA B (B.1 AND B.3)75N92019D00027 · NHLBI · UNIVERSITY OF OKLAHOMA HLTH SCIENCES CTR · PI ZHANG, YING · 2019 to 2025
$15.5M
CARDIOVASCULAR DISEASE IN THE PIMA INDIANSU01HL041642 · NHLBI · MEDSTAR RESEARCH INSTITUTE · PI HOWARD, BARBARA V · 1988 to 2013
$12.6M
Research Experience and Training Coordination CoreP42ES033719 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI MARCIA O'LEARY · 2022 to 2026
$11.9M
STRONG HEART FAMILY STUDYU01HL065520 · NHLBI · TEXAS BIOMEDICAL RESEARCH INSTITUTE · PI COLE, SHELLEY A · 2000 to 2011
$8.9M
CARDIOVASCULAR DISEASE IN SIOUX INDIANSU01HL041652 · NHLBI · U.S. PHS INDIAN HEALTH SERVICE · PI BEST, LYLE G · 1988 to 2013
$7.9M
STRONG HEART STUDY (SHS)-MISSOURI BREAKS INDUSTRIES RESEARCH, INC.- FIELD CENTER (FC) TASK AREA B (B.1 AND B.3)75N92019D00029 · NHLBI · MISSOURI BREAKS RESEARCH, INC. · PI FRETTS, AMANDA MAE · 2019 to 2025
$7.5M
IMSD at Columbia's Mailman School of Public HealthR25GM062454 · NIGMS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI GOLDSMITH, JEFF, MARTINS, SILVIA SABOIA · 2002 to 2019
$7.3M
STRONG HEART STUDY (SHS)- UNIVERSITY OF OKLAHOMA-FIELD CENTER (FC), TASK AREA B.3, YEAR 375N92019D00028 · NHLBI · UNIVERSITY OF OKLAHOMA HLTH SCIENCES CTR · PI ALI, TAUQEER · 2019 to 2025
$6.5M
STRONG HEART STUDY (SHS)- MEDSTAR HEALTH RESEARCH INSTITUTE (MHRI) FIELD CENTER -SUBTASK AREA B.2 PHASE VII EXAM AND EXAM CLOSEOUT.75N92019D00030 · NHLBI · MEDSTAR HEALTH RESEARCH INSTITUTE · PI UMANS, JASON G · 2019 to 2025
$5.2M
CVD in American Indians Study and Data Management Center and OK Field CenterR01HL109284 · NHLBI · UNIVERSITY OF OKLAHOMA HLTH SCIENCES CTR · PI STONER, JULIE A · 2013 to 2018
$4.6M
NHLBI NIH HHS 75N92019D00027NHLBI NIH HHS 75N92019D00028NHLBI NIH HHS 75N92019D00029NHLBI NIH HHS 75N92019D00030NHLBI NIH HHS R01 HL090863NHLBI NIH HHS R01 HL109282NHLBI NIH HHS R01 HL109284NHLBI NIH HHS R01 HL109301NHLBI NIH HHS R01 HL109315NHLBI NIH HHS R01 HL109319NHLBI NIH HHS U01 HL041642NHLBI NIH HHS U01 HL041652NHLBI NIH HHS U01 HL041654NHLBI NIH HHS U01 HL065520NHLBI NIH HHS U01 HL065521NIEHS NIH HHS F31 ES032321NIEHS NIH HHS P30 ES009089NIEHS NIH HHS P42 ES033719NIEHS NIH HHS R01 ES021367NIEHS NIH HHS R01 ES025216NIGMS NIH HHS R25 GM062454
6 · The paper itself

Abstract

backgroundInorganic arsenic (As) may increase the risk of cardiovascular disease (CVD) and all-cause mortality through accelerated aging, which can be estimated using epigenetic-based measures.

objectivesWe evaluated three DNA methylation-based aging measures (PhenoAge, GrimAge, DunedinPACE) (epigenetic aging measures) as potential mediators of the previously reported association of As exposure with CVD incidence, CVD mortality, and all-cause mortality in the Strong Heart Study (SHS), an epidemiological cohort of American Indian adults.

methodsBlood DNA methylation and urinary As levels were measured in 2,323 SHS participants (41.5% men, mean age of 55 years old). PhenoAge and GrimAge values were calculated using a residual-based method. We tested the association of urinary As with epigenetic aging measures using linear regression, the association of epigenetic aging measures with the three health outcomes using additive hazards models, and the mediation of As-related CVD incidence, CVD mortality, and all-cause mortality by epigenetic aging measures using the product of coefficients method.

resultsSHS participants with higher vs. lower urinary As levels had similar PhenoAge age, older GrimAge age, and faster DunedinPACE. An interquartile range increase in urinary As was associated with higher of PhenoAge age acceleration [ DISCUSSION: Arsenic exposure was associated with older GrimAge and faster DunedinPACE measures of biological age. Furthermore, accelerated biological aging measured from DNA methylation accounted for a relevant fraction of As-associated risk for CVD, CVD mortality, and all-cause mortality in the SHS, supporting the role of As in accelerated aging. Research of the biological underpinnings can contribute to a better understanding of the role of aging in arsenic-related disease. https://doi.org/10.1289/EHP11981.

Indexed as

ArsenicCardiovascular DiseasesEpigenesis, GeneticAdultAgingAmerican Indian or Alaska NativeDNA MethylationFemaleHumansMaleMiddle AgedMortalityArsenic

Identifiers

PMID38133959
PMCPMC10743589
OpenAlexW4390101616

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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.