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Explaining the association between fetal growth and childhood ADHD symptoms: cross-cohort replication

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posted on 2024-10-01, 11:41 authored by Niamh DooleyNiamh Dooley, Colm Healy, Ross BranniganRoss Brannigan, David CotterDavid Cotter, Mary ClarkeMary Clarke, Mary CannonMary Cannon

The association between restricted fetal growth and symptoms of attention deficit/hyperactivity disorder (ADHD) in childhood is well-replicated and robust. However, fetal growth is determined by many prenatal factors and associations with mental health may be confounded by familial and social context. In this study, we sought to quantify the relative contributions of prenatal factors and familial confounds to the association between fetal growth and ADHD symptoms. Two independent cohorts were analyzed, the Adolescent Brain Cognitive Development study (ABCD; United States) and the Growing Up in Ireland (GUI) study. ADHD symptoms were measured by the Child Behavior Checklist (ABCD) and the Strengths & Difficulties questionnaire (GUI) at age 9-10. Using sequential regression models, we assessed the change-in-association between fetal growth and ADHD symptoms after controlling for sex, familial factors (socioeconomic/demographic factors & family psychiatric history) and prenatal factors (pregnancy complications & maternal substance-use during pregnancy). Converging findings from cohorts suggested that over a quarter of the association between fetal growth and ADHD symptoms is attributable to familial confounds. The degree to which the association was explained by prenatal factors differed by cohort-pregnancy complications explained a larger proportion of the effect in ABCD (7.9%) than GUI (2.7%), and maternal substance-use explained a larger proportion of the effect in GUI (22.7%) compared to ABCD (4.8%). Different explanations of the fetal growth-ADHD association across cohorts suggests cohort-specific, and potentially nationally-specific, risk factors for fetal growth and related neurodevelopmental outcomes. The evidence suggests early prevention of ADHD in Ireland should focus on minimizing maternal smoking during pregnancy. In the US, prevention and treatment of pregnancy complications are highlighted as viable targets for intervention. 

Funding

Open Access funding provided by the IReL Consortium

StAR International PhD Scholarship awarded by the Royal College of Surgeons in Ireland

Health Research Board of Ireland (HRB ILP POR 2019–005, ILP-PHR-2019–009, HRA-PHR-2015–1130, SDAP-2019–026)

Irish Research Council award (COALESCE/2019/61)

Consolidator Award from the European Research Council (iHEAR 724809)

Wellcome Trust Innovations Award (220438Z/20/Z)

Science Foundation Ireland (16/RC/3948415)

European Regional Development Fund and FutureNeuro industry partners

Department of Children and Youth Affairs (DCYA)

The ABCD Study is supported by the National Institutes of Health (NIH) and additional federal partners under award numbers U01DA041022, U01DA041028, U01DA041048, U01DA041089, U01DA041106, U01DA041117, U01DA041120, U01DA041134, U01DA041148, U01DA041156, U01DA041174, U24DA041123, and U24DA041147. A full list of supporters is available at https://abcdstudy.org/nih-collaborators.

History

Data Availability Statement

ABCD data is stored in the NIMH Data Archive (NDA) Repository (ndar.nih.gov) and can be accessed by application to the NDA. The data used in this report was drawn from Release 3.0 and will be available on the NDA (https:// doi. org/ 10. 15154/ 15247 34). GUI data is managed by Irish Department of Children, Equality, Disability, Integration & Youth in association with the Central Statistics Office (CSO). Results in this report are based on analyses of data from the Research Microdata Files. This data is not publicly available but is available to researchers affiliated with an Irish institution via application to the CSO (see growingup.ie)

Comments

The original article is available at https://link.springer.com/

Published Citation

Dooley N, Healy C, Brannigan R, Cotter D, Clarke M, Cannon M. Explaining the association between fetal growth and childhood ADHD symptoms: cross-cohort replication. Res Child Adolesc Psychopathol. 2023;51(2):247-259.

Publication Date

17 September 2022

PubMed ID

36114937

Department/Unit

  • Psychiatry
  • Data Science Centre
  • School of Population Health
  • Beaumont Hospital

Publisher

Springer Nature

Version

  • Published Version (Version of Record)