Evidence map›Paper›PMID 41941483›Full record

ArticlePloS one2026

Association between chronic stress and the epigenome: Exploration of psychological and biological stress.

Melissa Miller, Robin D Brown, Cole Krautkramer, Rhea Gogia, Hagen Fritz, Dennis Wylie, Kerry Kinney, Frances A Champagne

Abstract read
In one paragraph

Article in PloS one, 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

8 authors.

Melissa MillerDepartment of Psychology, University of Texas at Austin, Austin, Texas, United States of America.ORCID https://orcid.org/0009-0005-9727-6963
Robin D BrownDepartment of Psychiatry, University of North Carolina, Chapel Hill, North Carolina, United States of America.
Cole KrautkramerDepartment of Psychology, University of Texas at Austin, Austin, Texas, United States of America.
Rhea GogiaDepartment of Psychology, University of Texas at Austin, Austin, Texas, United States of America.
Hagen FritzDepartment of Civil, Architectural and Environmental Engineering, University of Texas at Austin, Austin, Texas, United States of America.
Dennis WylieCenter for Biomedical Research Support, University of Texas at Austin, Austin, Texas, United States of America.
Kerry KinneyDepartment of Civil, Architectural and Environmental Engineering, University of Texas at Austin, Austin, Texas, United States of America.
Frances A ChampagneDepartment of Psychology, University of Texas at Austin, Austin, Texas, United States of America.ORCID https://orcid.org/0000-0002-3922-084X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Chronic stress is a predictor of health outcomes. Epigenetic mechanisms such as DNA methylation (DNAm) have been proposed as mediators between stress and health trajectories, with evidence from animal models supporting a causal relationship between chronic stress and variation in the epigenome. However, when examining the impact of stress in humans, stress is often very broadly defined and includes both the perception of stress (psychological stress) and biological indices of stress such as variation in the stress hormone cortisol (biological stress). There has been limited exploration of the distinct epigenetic associations with psychological vs. biological stress or analysis of these relationships that consider genome-wide DNAm. The current study used a longitudinal design (9 weeks) with 69 healthy participants aged 18-35. Self-reported psychological stress was assessed several times a week and averaged over the 9-week period. Hair cortisol concentration (HCC) and salivary genome-wide DNAm were assessed at the end of the 9-week period. We identified epigenomic associations between chronic psychological stress (956 CpG sites) and HCC (10,335 CpG sites), with elevated chronic psychological stress generally associated with DNA hypomethylation and elevated HCC generally associated with DNA hypermethylation. Self-report stress and HCC were not correlated. DNAm at 16 CpG sites was significantly associated with both psychological stress and HCC, though in opposing directions which may suggest potential upregulation vs. downregulation of overlapping biological pathways identified in response to these stressors. Associations between stress (psychological and biological) and DNAm within stress-associated genes were observed, generally suggesting a positive association between stress and DNAm. Epigenetic age (PhenoAge) was negatively associated with psychological stress and HCC, though these relationships were sex-specific and varied based on ethnicity-race. Findings suggest unique associations between stress and the epigenome, highlighting the complex pathways through which the biological embedding of stress and subsequent stress-associated health outcomes may emerge.

Indexed as

Epigenesis, GeneticEpigenomeStress, PhysiologicalStress, PsychologicalAdolescentAdultCpG IslandsDNA MethylationFemaleHairHumansHydrocortisoneLongitudinal StudiesMaleSalivaSubjective StressHydrocortisone

Identifiers

PMID41941483
PMCPMC13052847

What Socratic 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 Socratic graph.