Evidence map›Paper›PMID 42587018›Full record

ArticleInternational journal of obesity (2005)2026

Epigenetic age acceleration and metabolic syndrome among Hispanic/Latino adults: Hispanic Community Health Study/Study of Latinos (HCHS/SOL).

Sheroi Johnson, Jorge Gonzalez-Mejia, Jasmine K Aqua, Sydney Pritchard, Robert Kaplan, Jianwen Cai, Carmen R Isasi, Krista M Perreira, Christina Cordero, Linda C Gallo and 3 more

Abstract read
In one paragraph

Article in International journal of obesity (2005), 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

13 authors.

Sheroi JohnsonDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA. sheroi.johnson@emory.edu.ORCID http://orcid.org/0000-0002-4045-9209
Jorge Gonzalez-MejiaDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
Jasmine K AquaDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA.ORCID http://orcid.org/0000-0002-4226-8748
Sydney PritchardDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
Robert KaplanDepartment of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA.
Jianwen CaiDepartment of Biostatistics, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.ORCID http://orcid.org/0000-0002-4945-6733
Carmen R IsasiDepartment of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA.ORCID http://orcid.org/0000-0003-2700-9593
Krista M PerreiraDepartment of Social Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.ORCID http://orcid.org/0000-0003-2906-0261
Christina CorderoDepartment of Psychology, University of Miami, Coral Gables, FL, USA.
Linda C GalloDepartment of Psychology, San Diego State University, San Diego, CA, USA.ORCID http://orcid.org/0000-0002-3678-5888
Humberto ParadaDivision of Epidemiology and Biostatistics, School of Public Health, San Diego State University, San Diego, CA, USA.ORCID http://orcid.org/0000-0001-6562-8577
Karen N ConneelyDepartment of Human Genetics, School of Medicine, Emory University, Atlanta, GA, USA.ORCID http://orcid.org/0000-0002-1994-6934
Shakira F SugliaDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA.ORCID http://orcid.org/0000-0002-5634-9290

Funding

Social Stress Epigenetics and Cardio-Metabolic Health Among LatinosR01MD013320 · NIMHD · EMORY UNIVERSITY · PI SUGLIA, SHAKIRA FRANCO · 2019 to 2023
$3.1M
Cardiometabolic Health and Epigenetic Aging Across the Life Course Among Hispanic/Latino Immigrant Groups in the United StatesF31HL172677 · NHLBI · EMORY UNIVERSITY · PI AQUA, JASMINE KO · 2024 to 2025
$105k
HISPANIC COMMUNITY HEALTH STUDY-268065233N01HC065233 · HC · COORDINATING CENTER · PI CHAMBLESS, LLOYD E · 2006 to 2006
–
NHGRI NIH HHS HHSN268201300003CNHLBI NIH HHS F31 HL172677NHLBI NIH HHS HHSN268201300001CNHLBI NIH HHS HHSN268201300003INHLBI NIH HHS HHSN268201300004CNHLBI NIH HHS HHSN268201300005CNHLBI NIH HHS N01 HC065233NHLBI NIH HHS N01 HC065234NHLBI NIH HHS N01 HC065235NHLBI NIH HHS N01 HC065236NHLBI NIH HHS N01 HC065237NIMHD NIH HHS R01 MD013320
6 · The paper itself

Abstract

introductionWe tested the bidirectional association between epigenetic age acceleration (EAA), a marker of biological aging, and metabolic syndrome (MetS), a cluster of conditions that together increase the risk of type 2 diabetes, cardiovascular disease, and other chronic conditions, at different time points.

methodsA random sample of 962 Hispanic/Latino adults participating in the Hispanic Community Health Study/Study of Latinos were included in the analyses. At baseline, the mean age was 44.8 years, 61.5% of participants were female, and prevalence of MetS was 35.4%. DNA methylation was measured from whole blood, at two different time points six years apart, using the Illumina EPIC BeadChip and epigenetic age and EAA were calculated using the PhenoAge, GrimAge, and DunedinPACE algorithms. MetS was defined using the National Cholesterol Education Program Adult Treatment Panel III guidelines, in which a diagnosis is met when participants meet at least 3 of the 5 conditions: elevated waistline/abdominal obesity, high blood pressure, high blood sugar levels, high blood triglycerides, and low high-density lipoprotein (HDL) cholesterol.

resultsIn cross-sectional analyses, higher PhenoAA (PR, 95% CI: 1.03, 1.01, 1.05), GrimAA (PR, 95% CI: 1.05, 1.01, 1.09), and DunedinPACE values (PR, 95% CI: 1.03, 1.02, 1.04) were associated with higher MetS prevalence. Over an average follow-up of six years, higher DunedinPACE values at baseline were associated with higher risk of incident MetS (Risk Ratio (RR), 95% CI: 1.04, 1.02, 1.05). Faster DunedinPACE rates (vs. average) were associated with higher risk of incident MetS (RR, 95% CI: 1.44, 1.07, 1.94), whereas slower DunedinPACE rates (vs. average) were associated with lower risk (RR, 95% CI: 0.44, 0.23, 0.87).

conclusionThe study suggests EAA is a potential indicator of both prevalent and incident MetS among Hispanic/Latino adults.

Identifiers

PMID42587018
PMCPMC13489361

What OpenQuestion holds

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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.