Evidence map›Paper›PMID 38962694›Full record

ArticleNeurobiology of stress2024

Individual longitudinal changes in DNA-methylome identify signatures of early-life adversity and correlate with later outcome.

Annabel K Short, Ryan Weber, Noriko Kamei, Christina Wilcox Thai, Hina Arora, Ali Mortazavi, Hal S Stern, Laura Glynn, Tallie Z Baram

Abstract read
In one paragraph

Article in Neurobiology of stress, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing 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

15 citing papers in PubMed.

  1. Beyond Deterministic Fetal Programming: Intrauterine Exposures and the Multifactorial Origins of Adiposity.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026
    Review
  2. Review
  3. Neurobiology of resilience to early life stress.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026
    Review
  4. Article
  5. Provider and Parent Perspectives on Pediatric Screening for Research on Early Life Adversity.Health education & behavior : the official publication of the Society for Public Health Education · 2025
    Article
  6. Article
  7. Review
  8. InvestigatingBrain sciences · 2025
    Article
  9. Review
  10. Article
  11. Review
  12. Quantification of Epigenetic Aging in Public Health.Annual review of public health · 2025
    Review
  13. Review
  14. Review
  15. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Annabel K ShortDepartment of Anatomy and Neurobiology, ersity of California- Irvine, Irvine, CA, 92697, USA.
Ryan WeberDepartment of Developmental and Cell Biology, University of California-Irvine, Irvine, CA, 92697, USA.
Noriko KameiDepartment of Anatomy and Neurobiology, ersity of California- Irvine, Irvine, CA, 92697, USA.
Christina Wilcox ThaiDepartment of Developmental and Cell Biology, University of California-Irvine, Irvine, CA, 92697, USA.
Hina AroraDepartment of Statistics, University of California-Irvine, Irvine, CA, 92697, USA.
Ali MortazaviDepartment of Developmental and Cell Biology, University of California-Irvine, Irvine, CA, 92697, USA.
Hal S SternDepartment of Statistics, University of California-Irvine, Irvine, CA, 92697, USA.
Laura GlynnDepartment of Psychology, Chapman University, Orange, CA, 92866, USA.
Tallie Z BaramDepartment of Anatomy and Neurobiology, ersity of California- Irvine, Irvine, CA, 92697, USA.

Funding

Structural & Network-Function Correlates of Fragmented Early-Life Across SpeciesP50MH096889 · NIMH · UNIVERSITY OF CALIFORNIA-IRVINE · PI SANDMAN, CURT ALAN · 2013 to 2023
$25.4M
NIMH NIH HHS P50 MH096889
6 · The paper itself

Abstract

Adverse early-life experiences (ELA) affect a majority of the world's children. Whereas the enduring impact of ELA on cognitive and emotional health is established, there are no tools to predict vulnerability to ELA consequences in an individual child. Epigenetic markers including peripheral-cell DNA-methylation profiles may encode ELA and provide predictive outcome markers, yet the interindividual variance of the human genome and rapid changes in DNA methylation in childhood pose significant challenges. Hoping to mitigate these challenges we examined the relation of several ELA dimensions to DNA methylation changes and outcome using a within-subject longitudinal design and a high methylation-change threshold. DNA methylation was analyzed in buccal swab/saliva samples collected twice (neonatally and at 12 months) in 110 infants. We identified CpGs differentially methylated across time for each child and determined whether they associated with ELA indicators and executive function at age 5. We assessed sex differences and derived a sex-dependent 'impact score' based on sites that most contributed to methylation changes. Changes in methylation between two samples of an individual child reflected age-related trends and correlated with executive function years later. Among tested ELA dimensions and life factors including income to needs ratios, maternal sensitivity, body mass index and infant sex, unpredictability of parental and household signals was the strongest predictor of executive function. In girls, high early-life unpredictability interacted with methylation changes to presage executive function. Thus, longitudinal, within-subject changes in methylation profiles may provide a signature of ELA and a potential predictive marker of individual outcome.

Indexed as

Adverse childhood experiencesBiomarkersDNA methylationEarly-life stressEpigeneticsExecutive controlMethylomicsPrecision medicineStressWithin-subject design

Identifiers

PMID38962694
PMCPMC11219970

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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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 Socratic graph.