Evidence map›Paper›PMID 33184255›Full record

SynthesisTranslational psychiatry2020

Association between DNA methylation and ADHD symptoms from birth to school age: a prospective meta-analysis.

Alexander Neumann, Esther Walton, Silvia Alemany, Charlotte Cecil, Juan Ramon González, Dereje D Jima, Jari Lahti, Samuli T Tuominen, Edward D Barker, Elisabeth Binder and 24 more

Open access · goldAbstract readMeta-Analysis
In one paragraph

Synthesis in Translational psychiatry, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 70 papers, 8 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
70citing papers in PubMed, 8 pooled it
8.9field-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

70 citing papers in PubMed, 8 syntheses or guidelines pooled it, 115 citations in OpenAlex.

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  13. Common and rare genetic variants explain distinct diagnostic variance in pediatric attention deficit hyperactivity disorder.Genetics in medicine : official journal of the American College of Medical Genetics · 2025
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10 more citing papers are in PubMed but not listed here.

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

34 authors at 17 institutions in 8 countries.

Alexander NeumannDepartment of Child and Adolescent Psychiatry/Psychology, Erasmus University Medical Center Rotterdam, Rotterdam, the Netherlands.ORCID 0000-0001-6653-3203
Esther WaltonMedical Research Council Integrative Epidemiology Unit, Bristol Medical School, University of Bristol, Bristol, UK.
Silvia AlemanyISGlobal, Barcelona Institute for Global Health, Barcelona, Spain.ORCID 0000-0002-7925-6767
Charlotte CecilDepartment of Child and Adolescent Psychiatry/Psychology, Erasmus University Medical Center Rotterdam, Rotterdam, the Netherlands.ORCID 0000-0002-2389-5922
Juan Ramon GonzálezISGlobal, Barcelona Institute for Global Health, Barcelona, Spain.ORCID 0000-0003-3267-2146
Dereje D JimaCenter for Human Health and the Environment, NCSU, Raleigh, NC, USA.ORCID 0000-0002-7784-1612
Jari LahtiTurku Institute for Advanced Studies, University of Turku, Turku, Finland.ORCID 0000-0002-4310-5297
Samuli T TuominenDepartment of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-1879-0739
Edward D BarkerInstitute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
Elisabeth BinderDepartment of Translational Research in Psychiatry, Max-Planck-Institute of Psychiatry, Munich, Germany.ORCID 0000-0001-7088-6618
Doretta CaramaschiMedical Research Council Integrative Epidemiology Unit, Bristol Medical School, University of Bristol, Bristol, UK.
Ángel CarracedoGrupo de Medicina Xenómica, Fundación Pública Galega de Merdicina Xenómica, Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), SERGAS, Santiago de Compostela, Spain.
Darina CzamaraDepartment of Translational Research in Psychiatry, Max-Planck-Institute of Psychiatry, Munich, Germany.ORCID 0000-0001-7381-904X
Jorunn EvandtDepartment of Air Pollution and Noise, Norwegian Institute of Public Health, Oslo, Norway.
Janine F FelixThe Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.ORCID 0000-0002-9801-5774
Bernard F FuemmelerDepartment of Health Behavior and Policy, Virginia Commonwealth University, Richmond, VA, USA.
Kristine B GutzkowDepartment of Molecular Biology, Norwegian Institute of Public Health, Oslo, Norway.
Cathrine HoyoCenter for Human Health and the Environment, NCSU, Raleigh, NC, USA.
Jordi JulvezISGlobal, Barcelona Institute for Global Health, Barcelona, Spain.
Eero KajantieChronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland.
Hannele LaivuoriMedical and Clinical Genetics, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.ORCID 0000-0003-3212-7826
Rachel MaguireDepartment of Biological Sciences, North Carolina State University, Raleigh, NC, USA.
Léa MaitreISGlobal, Barcelona Institute for Global Health, Barcelona, Spain.
Susan K MurphyDepartment of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC, USA.
Mario MurciaCIBER Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain.
Pia M VillaMedical and Clinical Genetics, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
Gemma SharpMedical Research Council Integrative Epidemiology Unit, Bristol Medical School, University of Bristol, Bristol, UK.ORCID 0000-0003-2906-4035
Jordi SunyerISGlobal, Barcelona Institute for Global Health, Barcelona, Spain.
Katri RaikkönenDepartment of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
Marian Bakermans-KranenburgClinical Child & Family Studies, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Marinus van IJzendoornSchool of Clinical Medicine, University of Cambridge, Cambridge, UK.ORCID 0000-0003-1144-454X
Mònica GuxensDepartment of Child and Adolescent Psychiatry/Psychology, Erasmus University Medical Center Rotterdam, Rotterdam, the Netherlands.
Caroline L ReltonMedical Research Council Integrative Epidemiology Unit, Bristol Medical School, University of Bristol, Bristol, UK.
Henning TiemeierDepartment of Child and Adolescent Psychiatry/Psychology, Erasmus University Medical Center Rotterdam, Rotterdam, the Netherlands. h.tiemeier@erasmusmc.nl.ORCID 0000-0002-4395-1397
Universitat Pompeu Fabra · ESUniversity of Helsinki · FIUniversity of Bristol · GBNorth Carolina State University · USErasmus MC · NLNorwegian Institute of Public Health · NODuke Medical Center · USEmory University · USHarvard University · USJewish General Hospital · CAKing's College London · GBMax Planck Institute of Psychiatry · DEUniversidade de Santiago de Compostela · ESUniversitat Jaume I · ESUniversity of Cambridge · GBVirginia Commonwealth University · USVrije Universiteit Amsterdam · NL

Funding

Duke University Program in Environmental HealthT32ES021432 · NIEHS · DUKE UNIVERSITY · PI Akhenaton-Andrew Dhafir Jones, Joel Newman Meyer · 2013 to 2026
$4.0M
Obesity and deregulation of imprinted genes in early lifeR01DK085173 · NIDDK · DUKE UNIVERSITY · PI HOYO, CATHRINE, MURPHY, SUSAN KAY · 2010 to 2013
$2.3M
Follow-up and Maintenance of the Newborn Epigenetics STudy (NEST) CohortR24ES028531 · NIEHS · NORTH CAROLINA STATE UNIVERSITY RALEIGH · PI HOYO, CATHRINE, MURPHY, SUSAN KAY · 2018 to 2022
$1.9M
In-utero Exposure and Infant Loss of IGF2 ImprintingR21ES014947 · NIEHS · DUKE UNIVERSITY · PI HOYO, CATHRINE · 2006 to 2007
$384k
T GONDII--ROLE OF INTRAEPITHELIAL LYMPHOCYTE HOMINGR03TW001003 · FIC · DARTMOUTH COLLEGE · PI KASPER, LLOYD H · 1998 to 2000
$32k
Medical Research Council G9815508Medical Research Council MC_PC_15018Medical Research Council MC_PC_19009Medical Research Council MC_UU_00011/1Medical Research Council MC_UU_12013/2Medical Research Council MR/S036520/1Ministry of Economy and Competitiveness | Instituto de Salud Carlos III (Institute of Health Carlos III) MS13/00054, CP18/00018Ministry of Economy and Competitiveness | Instituto de Salud Carlos III (Institute of Health Carlos III) MS14/00108, CP14/00108Nederlandse Organisatie voor Wetenschappelijk Onderzoek (Netherlands Organisation for Scientific Research) 016.VICI.170.200Nederlandse Organisatie voor Wetenschappelijk Onderzoek (Netherlands Organisation for Scientific Research) 024.001.003NIDDK NIH HHS R01 DK085173NIEHS NIH HHS R21 ES014947NIEHS NIH HHS R24 ES028531NIEHS NIH HHS T32 ES021432RCUK | Economic and Social Research Council (ESRC) ES/S013229/1RCUK | Medical Research Council (MRC) MC_UU_00011/5RCUK | Medical Research Council (MRC) MR/S009310/1
6 · The paper itself

Abstract

Attention-deficit and hyperactivity disorder (ADHD) is a common childhood disorder with a substantial genetic component. However, the extent to which epigenetic mechanisms play a role in the etiology of the disorder is unknown. We performed epigenome-wide association studies (EWAS) within the Pregnancy And Childhood Epigenetics (PACE) Consortium to identify DNA methylation sites associated with ADHD symptoms at two methylation assessment periods: birth and school age. We examined associations of both DNA methylation in cord blood with repeatedly assessed ADHD symptoms (age 4-15 years) in 2477 children from 5 cohorts and of DNA methylation at school age with concurrent ADHD symptoms (age 7-11 years) in 2374 children from 9 cohorts, with 3 cohorts participating at both timepoints. CpGs identified with nominal significance (p < 0.05) in either of the EWAS were correlated between timepoints (ρ = 0.30), suggesting overlap in associations; however, top signals were very different. At birth, we identified nine CpGs that predicted later ADHD symptoms (p < 1 × 10

Indexed as

Attention Deficit Disorder with HyperactivityDNA MethylationAdolescentChildChild, PreschoolEpigenesis, GeneticFemaleHumansInfant, NewbornPregnancyProspective StudiesSchools

Identifiers

PMID33184255
PMCPMC7665047
OpenAlexW3045534227

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.