Back

Sex-Specific Cord Blood DNA Methylation Signatures for Childhood ADHD Symptoms

Tesfaye, M.; Lokhammer, S.; Smajlagic, D.; Stavrum, A.-K.; Hoeffler, K. D.; Page, C. M.; Villar, J. D.; Shadrin, A.; Bekkhus, M.; Zayats, T.; Le Hellard, S.

2025-10-22 psychiatry and clinical psychology
10.1101/2025.10.20.25338428 medRxiv
Show abstract

BackgroundThe underdiagnosis of Attention-Deficit/Hyperactivity Disorder (ADHD) in females, particularly those with the inattentive presentation, highlights a critical gap in clinical care. Although DNA methylation is often tissue-specific, accessible peripheral tissues like cord blood provide valuable insights into early-life risk and can serve as biomarkers. We aimed to identify sex-specific DNA methylation signatures in cord blood associated with childhood ADHD symptoms, which could illuminate early-life risk markers and inform improved detection strategies. MethodWe conducted sex-stratified epigenome-wide association study (EWAS) of cord blood DNA methylation in relation to ADHD symptoms in children (n=2,391; 48.1% females) from the Norwegian Mother, Father, and Child cohort study (MoBa). We tested for sex interaction effects and analyzed inattention and hyperactivity/impulsivity symptoms separately. ResultsWe identified five differentially methylated CpG positions (DMPs) and 22 differentially methylated regions (DMRs). In females, two DMPs, cg13084029 (ARRB1) and cg15676735 (ZBTB3), and seven DMRs were associated with inattention symptoms. The identified DMPs exhibited significant sex interaction effects (adjusted p-value < 0.05). There was no overlap between the DMPs or DMRs identified in females and males, and the epigenetic signatures for inattention and hyperactivity/impulsivity were largely disparate. Several annotated genes (e.g., ARRB1, PNPO, KDM5B, HOXA2, and HOXC4) have recognized roles in neurotransmission and neurodevelopment. ConclusionOur findings demonstrate that the peripheral DNA methylation signatures at birth associated with later ADHD symptoms are distinct between females and males. This highlights the value of sex-stratified analyses and suggests that peripheral epigenetic profiles hold promise for the development of tools for early detection.

Matching journals

The top 12 journals account for 50% of the predicted probability mass.

1
American Journal of Medical Genetics Part B: Neuropsychiatric Genetics
22 papers in training set
Top 0.1%
14.0%
2
Translational Psychiatry
219 papers in training set
Top 1%
4.7%
3
Journal of Child Psychology and Psychiatry
25 papers in training set
Top 0.1%
4.1%
4
Psychological Medicine
74 papers in training set
Top 0.5%
3.9%
5
The British Journal of Psychiatry
21 papers in training set
Top 0.2%
3.6%
6
Molecular Psychiatry
242 papers in training set
Top 1.0%
3.5%
7
International Journal of Epidemiology
74 papers in training set
Top 0.7%
3.5%
8
Biological Psychiatry Global Open Science
54 papers in training set
Top 0.3%
3.0%
9
PLOS ONE
4510 papers in training set
Top 43%
2.8%
10
Neuroscience & Biobehavioral Reviews
43 papers in training set
Top 0.2%
2.5%
11
European Child & Adolescent Psychiatry
14 papers in training set
Top 0.1%
2.5%
12
Frontiers in Psychiatry
83 papers in training set
Top 1%
2.5%
50% of probability mass above
13
American Journal of Psychiatry
20 papers in training set
Top 0.1%
2.4%
14
Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
62 papers in training set
Top 0.7%
2.0%
15
Alcoholism: Clinical and Experimental Research
13 papers in training set
Top 0.1%
2.0%
16
NeuroImage: Clinical
132 papers in training set
Top 2%
2.0%
17
European Neuropsychopharmacology
15 papers in training set
Top 0.2%
2.0%
18
European Psychiatry
10 papers in training set
Top 0.4%
1.7%
19
Acta Neuropsychiatrica
12 papers in training set
Top 0.5%
1.7%
20
BMC Medicine
163 papers in training set
Top 4%
1.7%
21
Journal of Neurodevelopmental Disorders
15 papers in training set
Top 0.2%
1.6%
22
Developmental Cognitive Neuroscience
81 papers in training set
Top 0.4%
1.4%
23
Psychiatry Research
35 papers in training set
Top 1%
1.4%
24
Journal of Affective Disorders
81 papers in training set
Top 1%
1.4%
25
Psychiatry and Clinical Neurosciences
11 papers in training set
Top 0.2%
1.2%
26
Scientific Reports
3102 papers in training set
Top 67%
1.2%
27
Clinical Epigenetics
53 papers in training set
Top 0.8%
0.9%
28
Journal of Psychiatric Research
28 papers in training set
Top 0.6%
0.9%
29
Biological Psychiatry
119 papers in training set
Top 2%
0.9%
30
JAMA Network Open
127 papers in training set
Top 4%
0.8%