Evidence map›Paper›PMID 35585103›Full record

ArticleScientific reports2022

Obesity and accelerated epigenetic aging in a high-risk cohort of children.

Laura Etzel, Waylon J Hastings, Molly A Hall, Christine M Heim, Michael J Meaney, Jennie G Noll, Kieran J O'Donnell, Irina Pokhvisneva, Emma J Rose, Hannah M C Schreier and 2 more

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
44citing papers in PubMed, 1 pooled it
17.1field-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

44 citing papers in PubMed, 1 synthesis or guideline pooled it, 47 citations in OpenAlex.

  1. Using Epigenetic Clocks to Characterize Biological Aging in Studies of Children and Childhood Exposures: a Systematic Review.Prevention science : the official journal of the Society for Prevention Research · 2023
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  17. [Association between DNA methylation clock and obesity-related indicators: A longitudinal twin study].Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences · 2025
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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

12 authors at 3 institutions in 2 countries.

Laura EtzelDepartment of Biobehavioral Health, The Pennsylvania State University, 219 Biobehavioral Health Building, University Park, PA, 16802, USA.
Waylon J HastingsDepartment of Biobehavioral Health, The Pennsylvania State University, 219 Biobehavioral Health Building, University Park, PA, 16802, USA.
Molly A HallDepartment of Veterinary and Biomedical Sciences, The Pennsylvania State University, University Park, PA, USA.
Christine M HeimDepartment of Biobehavioral Health, The Pennsylvania State University, 219 Biobehavioral Health Building, University Park, PA, 16802, USA.
Michael J MeaneyDepartments of Psychiatry and Neurology and Neurosurgery, McGill University, Montreal, QC, Canada.
Jennie G NollDepartment of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA.
Kieran J O'DonnellYale Child Study Center, Yale University, New Haven, CT, USA.
Irina PokhvisnevaLudmer Centre for Neuroinformatics and Mental Health, Douglas Mental Health University Institute, McGill University, Montreal, QC, Canada.
Emma J RoseDepartment of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA.
Hannah M C SchreierDepartment of Biobehavioral Health, The Pennsylvania State University, 219 Biobehavioral Health Building, University Park, PA, 16802, USA.
Chad E ShenkDepartment of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA.
Idan ShalevDepartment of Biobehavioral Health, The Pennsylvania State University, 219 Biobehavioral Health Building, University Park, PA, 16802, USA. ius14@psu.edu.
Pennsylvania State University · USMcGill University · CAYale University · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
STRATIFIED CLUSTER RANDOMIZED TRIAL (SCRT) OF A CLINICAL DECISION RULE (CDR) FOR ABUSIVE HEAD TRAUMA (AHT)P50HD089922 · NICHD · PENNSYLVANIA STATE UNIVERSITY, THE · PI Hannah Milena Caroline Schreier · 2017 to 2026
$16.9M
Psychosocial Determinants and Biological Pathway to Healthy Aging (Pathways)T32AG049676 · NIA · PENNSYLVANIA STATE UNIVERSITY, THE · PI LYNN M. MARTIRE · 2016 to 2026
$3.9M
Health & wellbeing of sexually abused females & offspring: 25 and 27 yr. followupR01HD072468 · NICHD · PENNSYLVANIA STATE UNIVERSITY, THE · PI NOLL, JENNIE G · 2013 to 2017
$3.1M
Daily Stress Coping and Premature Cognitive Aging in Child Abuse Victims at MidfiR01AG048791 · NIA · PENNSYLVANIA STATE UNIVERSITY, THE · PI NOLL, JENNIE G · 2014 to 2015
$587k
NCATS NIH HHS UL1 TR001863NIA NIH HHS R01AG04879NIA NIH HHS R01 AG048791NIA NIH HHS T32 AG049676NICHD NIH HHS P50 HD089922NICHD NIH HHS P50HD089922NICHD NIH HHS R01 HD072468
6 · The paper itself

Abstract

New insights into mechanisms linking obesity to poor health outcomes suggest a role for cellular aging pathways, casting obesity as a disease of accelerated biological aging. Although obesity has been linked to accelerated epigenetic aging in middle-aged adults, the impact during childhood remains unclear. We tested the association between body mass index (BMI) and accelerated epigenetic aging in a cohort of high-risk children. Participants were children (N = 273, aged 8 to 14 years, 82% investigated for maltreatment) recruited to the Child Health Study, an ongoing prospective study of youth investigated for maltreatment and a comparison youth. BMI was measured as a continuous variable. Accelerated epigenetic aging of blood leukocytes was defined as the age-adjusted residuals of several established epigenetic aging clocks (Horvath, Hannum, GrimAge, PhenoAge) along with a newer algorithm, the DunedinPoAm, developed to quantify the pace-of-aging. Hypotheses were tested with generalized linear models. Higher age-and sex- adjusted z-scored BMI was significantly correlated with household income, blood cell counts, and three of the accelerated epigenetic aging measures: GrimAge (r = 0.31, P < .0001), PhenoAge (r = 0.24, P < .0001), and DunedinPoAm (r = 0.38, P < .0001). In fully adjusted models, GrimAge (β = 0.07; P = .0009) and DunedinPoAm (β = 0.0017; P < .0001) remained significantly associated with higher age- and sex-adjusted z-scored BMI. Maltreatment-status was not associated with accelerated epigenetic aging. In a high-risk cohort of children, higher BMI predicted epigenetic aging as assessed by two epigenetic aging clocks. These results suggest the association between obesity and accelerated epigenetic aging begins in early life, with implications for future morbidity and mortality risk.

Indexed as

DNA MethylationEpigenesis, GeneticAdolescentAdultAgingChildHumansMiddle AgedObesityProspective Studies

Identifiers

PMID35585103
PMCPMC9117197
OpenAlexW4280507959

What OpenQuestion holds

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LicenceCC BY
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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.