Evidence map›Paper›PMID 42225658›Full record

ArticleNature communications2026

Methylome-wide association study in blood suggests cell type-specific relationships between DNA methylation and lifetime anxiety.

Sarah J Ingram, Srimann Ramachandruni, Natalia Carreras-Gallo, Varun B Dwaraka, Ryan Smith, John M Hettema, Edwin J C G van den Oord, Shaunna L Clark

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

8 authors.

Sarah J IngramInterdisciplinary Graduate Program in Genetics, Texas A&M University, College Station, TX, USA.ORCID http://orcid.org/0000-0001-7266-4162
Srimann RamachandruniCenter for Biomarker Research and Precision Medicine, Virginia Commonwealth University, Richmond, VA, USA.
Natalia Carreras-GalloTruDiagnostic, Lexington, KY, USA.
Varun B DwarakaTruDiagnostic, Lexington, KY, USA.
Ryan SmithTruDiagnostic, Lexington, KY, USA.ORCID http://orcid.org/0000-0001-7362-8753
John M HettemaDepartment of Psychiatry and Behavioral Sciences, Texas A&M University, Bryan, TX, USA.ORCID http://orcid.org/0000-0002-0105-9034
Edwin J C G van den OordCenter for Biomarker Research and Precision Medicine, Virginia Commonwealth University, Richmond, VA, USA.ORCID http://orcid.org/0000-0003-2701-4405
Shaunna L ClarkDepartment of Psychiatry and Behavioral Sciences, Texas A&M University, Bryan, TX, USA. slclark@tamu.edu.ORCID http://orcid.org/0000-0002-3193-6923

Funding

The methylomic consequences of neighborhood disadvantage for youth risk-taking behaviors.R01HD104297 · NICHD · MICHIGAN STATE UNIVERSITY · PI BURT, S. ALEXANDRA, CLARK, SHAUNNA L · 2021 to 2025
$2.9M
Single cell transcriptomic study of alcohol useR01AA030116 · NIAAA · VIRGINIA COMMONWEALTH UNIVERSITY · PI Karolina Anna Aberg, Shaunna L Clark · 2023 to 2026
$2.4M
NIAAA NIH HHS R01 AA030116NICHD NIH HHS R01 HD104297U.S. Department of Health & Human Services | NIH | Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD) 5R01HD104297U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism (NIAAA) 5R01AA030116
6 · The paper itself

Abstract

Anxiety disorders are prevalent and can greatly impact well-being. The biological mechanisms behind anxiety are not fully understood, but growing evidence suggests a role for DNA methylation. Here, we conduct a large-scale methylome-wide association study of lifetime anxiety in 14,443 participants (1817 cases and 12,626 controls) in whole blood, and, through epigenomic deconvolution, 12 different blood cell types. We detect four CpG associations at methylome-wide significance in whole blood, and a range between 15 and 124 associations among the cell types. Top cell type-specific findings include genes potentially involved in stress response such as FAM171A2 and VIPAS39 and genes that have been previously linked to anxiety, such as NCOR1. Whole blood and all cell type-specific findings significantly overlap with findings from two previous methylome-wide association studies of lifetime anxiety and an anxiety GWAS, suggesting results are robust. Pathway analyses broadly implicate anxiety-related impacts on cellular stress response. Analyses of five epigenetic clocks suggest DNA methylation-based phenotypic aging and pace of aging may be accelerated in anxiety. Our results support a cell type-specific relationship between DNA methylation and anxiety and highlight the utility of including cell type-specific analyses in whole blood studies of DNA methylation.

Indexed as

AnxietyAnxiety DisordersDNA MethylationEpigenomeAdultCase-Control StudiesCpG IslandsEpigenesis, GeneticFemaleGenome-Wide Association StudyHumansMaleMiddle Aged

Identifiers

PMID42225658
PMCPMC13392130

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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.