Characterizing the heterogeneous course of inattention and hyperactivity-impulsivity from childhood to young adulthood

Melissa Vos*, Nanda N.J. Rommelse, Barbara Franke, Jaap Oosterlaan, Dirk J. Heslenfeld, Pieter J. Hoekstra, Marieke Klein, Stephen V. Faraone, Jan K. Buitelaar, Catharina A. Hartman

*Corresponding author for this work

Research output: Contribution to JournalArticleAcademicpeer-review

Abstract

To advance understanding of the heterogeneity in the course of ADHD, joint symptom trajectories of inattention and hyperactivity-impulsivity from childhood to young adulthood were modelled and associated with genetic, demographic, and clinical characteristics. Data were obtained from the NeuroIMAGE cohort which includes 485 individuals with ADHD, their 665 siblings, and 399 typically developing children. Trajectories were based on scores of the Conners Parent Rating Scale Revised and estimated over seven homogeneous age bins (from 5 to 28 years) using parallel process latent class growth analysis on data collected across 2–4 time points. Multilevel multinomial logistic regression was used to identify characteristics that differentiated between the derived classes. A seven-class solution revealed “severe combined stable” (4.8%), “severe combined decreasing” (13%), “severe inattentive stable” (4.8%), “moderate combined increasing” (7.5%), “moderate combined decreasing” (12.7%), “stable mild” (12.9%), and “stable low” (44.3%) classes. Polygenic risk for depression, ADHD diagnosis, ADHD medication use, IQ, comorbid symptom levels (foremost oppositional behaviour), and functional impairment levels differentiated classes with similar ADHD symptom levels in childhood but a diverging course thereafter. The course of ADHD is highly heterogeneous, with stable, decreasing, and increasing trajectories. Overall, severe symptom levels in childhood are associated with elevated-to-severe symptom levels in adolescence and young adulthood, despite substantial symptom reductions. Beyond symptom severity in childhood, genetic, demographic, and clinical characteristics distinguish the heterogeneous course.

Original languageEnglish
Pages (from-to)1243-1253
Number of pages11
JournalEuropean Child and Adolescent Psychiatry
Volume31
Issue number8
Early online date3 Apr 2021
DOIs
Publication statusPublished - Aug 2022

Bibliographical note

Funding Information:
This study made use of the longitudinal NeuroIMAGE study. The NeuroIMAGE cohort consists of the Dutch part of the International Multisite ADHD Genetics (IMAGE) project, an intermediate follow-up study, and the two follow-up studies as part of the NeuroIMAGE project. Funding support for the IMAGE project was provided by National Institutes of Health (NIH) Grants R01MH62873 and R01MH081803 (to Stephen V. Faraone). The intermediate follow-up study was supported by an unrestricted Grant from Shire Pharmaceuticals (to Stephen V. Faraone) and by a Grant from The Netherlands Organization for Health Research and Development (ZonMw) (60-60600-97-193 to Jan K. Buitelaar). The follow-up and extension studies of the NeuroIMAGE project were supported by an Netherlands Organization for Scientific Research (NWO) Large Investment Grant 1750102007010 and NWO Brain & Cognition an Integrative Approach Grant (433-09-242) (to Jan K. Buitelaar), and Grants from Radboud University Nijmegen Medical Center, University Medical Center Groningen and Accare, VU University Amsterdam, and by the ECNP Network ADHD across the Lifespan. The research leading to these results also received funding from the European Community’s Seventh Framework Programme (FP7/2007–2013) under Grant agreement numbers 278948 (TACTICS) and 602805 (Aggressotype) and from the European Community’s Horizon 2020 Programme under Grant agreement number 667302 (CoCA). Barbara Franke is supported by a personal Vici Grant from the Netherlands Organization for Scientific Research (NWO; Grant 016-130-669). Additional support is received from the Dutch National Science Agenda for the NWANeurolabNL project (Grant 400 17 602). Part of this work was carried out on the Dutch national e-infrastructure with the support of SURF Foundation. We thank all PhD students for their contribution to the data acquisition and are grateful to all participating families.

Publisher Copyright:
© 2021, The Author(s).

Funding

This study made use of the longitudinal NeuroIMAGE study. The NeuroIMAGE cohort consists of the Dutch part of the International Multisite ADHD Genetics (IMAGE) project, an intermediate follow-up study, and the two follow-up studies as part of the NeuroIMAGE project. Funding support for the IMAGE project was provided by National Institutes of Health (NIH) Grants R01MH62873 and R01MH081803 (to Stephen V. Faraone). The intermediate follow-up study was supported by an unrestricted Grant from Shire Pharmaceuticals (to Stephen V. Faraone) and by a Grant from The Netherlands Organization for Health Research and Development (ZonMw) (60-60600-97-193 to Jan K. Buitelaar). The follow-up and extension studies of the NeuroIMAGE project were supported by an Netherlands Organization for Scientific Research (NWO) Large Investment Grant 1750102007010 and NWO Brain & Cognition an Integrative Approach Grant (433-09-242) (to Jan K. Buitelaar), and Grants from Radboud University Nijmegen Medical Center, University Medical Center Groningen and Accare, VU University Amsterdam, and by the ECNP Network ADHD across the Lifespan. The research leading to these results also received funding from the European Community’s Seventh Framework Programme (FP7/2007–2013) under Grant agreement numbers 278948 (TACTICS) and 602805 (Aggressotype) and from the European Community’s Horizon 2020 Programme under Grant agreement number 667302 (CoCA). Barbara Franke is supported by a personal Vici Grant from the Netherlands Organization for Scientific Research (NWO; Grant 016-130-669). Additional support is received from the Dutch National Science Agenda for the NWANeurolabNL project (Grant 400 17 602). Part of this work was carried out on the Dutch national e-infrastructure with the support of SURF Foundation. We thank all PhD students for their contribution to the data acquisition and are grateful to all participating families.

FundersFunder number
Surfrider Foundation
Shire
European Commission
Radboud Universitair Medisch Centrum
Vrije Universiteit Amsterdam
European College of Neuropsychopharmacology
European Community’s Horizon 2020 Programme
Chiropractic and Osteopathic College of Australasia016-130-669
Dutch National Science Agenda400 17 602
Seventh Framework Programme602805, 278948
NWO1750102007010, 433-09-242
Horizon 2020 Framework Programme667302
National Institutes of HealthR01MH62873, R01MH081803
ZonMw60-60600-97-193

    Keywords

    • ADHD
    • Heterogeneity
    • Late-onset
    • Polygenic risk scores
    • Trajectories

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