Evidence map›Paper›PMID 32293669›Full record

SynthesisJAMA psychiatry2020

Genetic Associations Between Childhood Psychopathology and Adult Depression and Associated Traits in 42 998 Individuals: A Meta-analysis.

Wonuola A Akingbuwa, Anke R Hammerschlag, Eshim S Jami, Andrea G Allegrini, Ville Karhunen, Hannah Sallis, Helga Ask, Ragna B Askeland, Bart Baselmans, Elizabeth Diemer and 26 more

Open access · hybridAbstract readMeta-Analysis
In one paragraph

Synthesis in JAMA psychiatry, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
38citing papers in PubMed, 3 pooled it
4.8field-weighted citation impact, top 3% 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

38 citing papers in PubMed, 3 syntheses or guidelines pooled it, 80 citations in OpenAlex.

  1. Pooled it
  2. Genome-wide Association Meta-analysis of Childhood and Adolescent Internalizing Symptoms.Journal of the American Academy of Child and Adolescent Psychiatry · 2022
    Pooled it
  3. Pooled it
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  6. Review
  7. ABA-based teacher training reduces emotional and behavioral problems in Brazilian children.Psicologia, reflexao e critica : revista semestral do Departamento de Psicologia da UFRGS · 2026
    Article
  8. Article
  9. Article
  10. Research Review: A review of the past decade of family and genomic studies on adolescent mental health.Journal of child psychology and psychiatry, and allied disciplines · 2025
    Review
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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

36 authors at 13 institutions in 8 countries.

Wonuola A AkingbuwaDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Anke R HammerschlagDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Eshim S JamiDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Andrea G AllegriniSocial, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.
Ville KarhunenDepartment of Epidemiology and Biostatistics, Imperial College London, London, United Kingdom.
Hannah SallisUniversity of Bristol School of Psychological Science, Bristol, United Kingdom.
Helga AskDepartment of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway.
Ragna B AskelandDepartment of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway.
Bart BaselmansDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Elizabeth DiemerChild and Adolescent Psychiatry, Erasmus University Medical Center, Rotterdam, the Netherlands.
Fiona A HagenbeekDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Alexandra HavdahlMRC Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom.
Jouke-Jan HottengaDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Hamdi MbarekDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Fernando RivadeneiraThe Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.
Martin TesliDepartment of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway.
Catharina van BeijsterveldtDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Gerome BreenSocial, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.
Cathryn M LewisSocial, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.
Anita ThaparMedical Research Council Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, United Kingdom.
Dorret I BoomsmaDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Ralf Kuja-HalkolaDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
Ted Reichborn-KjennerudNorwegian Institute of Public Health, Oslo, Norway.
Per MagnusCentre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway.
Kaili RimfeldSocial, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.
Eivind YstromDepartment of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway.
Marjo-Riitta JarvelinDepartment of Epidemiology and Biostatistics, Imperial College London, London, United Kingdom.
Paul LichtensteinDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
Sebastian LundstromCentre for Ethics Law and Mental Health, Gillberg Neuropsychiatry Centre, University of Gothenburg, Gothenburg, Sweden.
Marcus R MunafòUniversity of Bristol School of Psychological Science, Bristol, United Kingdom.
Robert PlominSocial, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.
Henning TiemeierChild and Adolescent Psychiatry, Erasmus University Medical Center, Rotterdam, the Netherlands.
Michel G NivardDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Meike BartelsDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Christel M MiddeldorpDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Bipolar Disorder and Major Depressive Disorder Working Groups of the Psychiatric Genomics Consortium
Vrije Universiteit Amsterdam · NLNorwegian Institute of Public Health · NOKing's College London · GBErasmus MC · NLKarolinska Institutet · SENational Health Service · GBThe University of Queensland · AUCardiff University · GBHarvard University · USImperial College London · GBOulu University Hospital · FIUniversity of Bristol · GBUniversity of Gothenburg · SE

Funding

1/7 Psychiatric Genomics Consortium: Finding actionable variationU01MH109528 · NIMH · UNIV OF NORTH CAROLINA CHAPEL HILL · PI SULLIVAN, PATRICK F · 2016 to 2020
$2.5M
Medical Research Council G0801418Medical Research Council G0901245Medical Research Council G19/2Medical Research Council MC_PC_15018Medical Research Council MC_PC_19009Medical Research Council MC_UU_00011/1Medical Research Council MC_UU_00011/7Medical Research Council MR/L010305/1Medical Research Council MR/L023784/2Medical Research Council MR/M021475/1Medical Research Council MR/T04604X/1NIMH NIH HHS U01 MH109528Wellcome Trust
6 · The paper itself

Abstract

Importance: Adult mood disorders are often preceded by behavioral and emotional problems in childhood. It is yet unclear what explains the associations between childhood psychopathology and adult traits. Objective: To investigate whether genetic risk for adult mood disorders and associated traits is associated with childhood disorders. Design, Setting, and Participants: This meta-analysis examined data from 7 ongoing longitudinal birth and childhood cohorts from the UK, the Netherlands, Sweden, Norway, and Finland. Starting points of data collection ranged from July 1985 to April 2002. Participants were repeatedly assessed for childhood psychopathology from ages 6 to 17 years. Data analysis occurred from September 2017 to May 2019. Exposures: Individual polygenic scores (PGS) were constructed in children based on genome-wide association studies of adult major depression, bipolar disorder, subjective well-being, neuroticism, insomnia, educational attainment, and body mass index (BMI). Main Outcomes and Measures: Regression meta-analyses were used to test associations between PGS and attention-deficit/hyperactivity disorder (ADHD) symptoms and internalizing and social problems measured repeatedly across childhood and adolescence and whether these associations depended on childhood phenotype, age, and rater. Results: The sample included 42 998 participants aged 6 to 17 years. Male participants varied from 43.0% (1040 of 2417 participants) to 53.1% (2434 of 4583 participants) by age and across all cohorts. The PGS of adult major depression, neuroticism, BMI, and insomnia were positively associated with childhood psychopathology (β estimate range, 0.023-0.042 [95% CI, 0.017-0.049]), while associations with PGS of subjective well-being and educational attainment were negative (β, -0.026 to -0.046 [95% CI, -0.020 to -0.057]). There was no moderation of age, type of childhood phenotype, or rater with the associations. The exceptions were stronger associations between educational attainment PGS and ADHD compared with internalizing problems (Δβ, 0.0561 [Δ95% CI, 0.0318-0.0804]; ΔSE, 0.0124) and social problems (Δβ, 0.0528 [Δ95% CI, 0.0282-0.0775]; ΔSE, 0.0126), and between BMI PGS and ADHD and social problems (Δβ, -0.0001 [Δ95% CI, -0.0102 to 0.0100]; ΔSE, 0.0052), compared with internalizing problems (Δβ, -0.0310 [Δ95% CI, -0.0456 to -0.0164]; ΔSE, 0.0074). Furthermore, the association between educational attainment PGS and ADHD increased with age (Δβ, -0.0032 [Δ 95% CI, -0.0048 to -0.0017]; ΔSE, 0.0008). Conclusions and Relevance: Results from this study suggest the existence of a set of genetic factors influencing a range of traits across the life span with stable associations present throughout childhood. Knowledge of underlying mechanisms may affect treatment and long-term outcomes of individuals with psychopathology.

Indexed as

Attention Deficit Disorder with HyperactivityBehavioral SymptomsBody Mass IndexEducational StatusMajor Depressive DisorderMultifactorial InheritanceNeuroticismPersonal SatisfactionSleep Initiation and Maintenance DisordersAdolescentAdultBipolar DisorderChildEuropeHumansLongitudinal Studies

Identifiers

PMID32293669
PMCPMC7160753
OpenAlexW3015669461

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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 OpenQuestion graph.