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Abstract

Objective:

Psychiatric symptomatology during childhood predicts persistent mental illness later in life. While neuroimaging methodologies are routinely applied cross-sectionally to the study of child and adolescent psychopathology, the nature of the relationship between childhood symptoms and the underlying neurodevelopmental processes remains unclear. The authors used a prospective population-based cohort to delineate the longitudinal relationship between childhood psychiatric problems and brain development.

Method:

A total of 845 children participated in the study. Psychiatric symptoms were measured with the parent-rated Child Behavior Checklist at ages 6 and 10. MRI data were collected at ages 8 and 10. Cross-lagged panel models and linear mixed-effects models were used to determine the associations between psychiatric symptom ratings and quantitative anatomic and white matter microstructural measures over time.

Results:

Higher ratings for externalizing and internalizing symptoms at baseline predicted smaller increases in both subcortical gray matter volume and global fractional anisotropy over time. The reverse relationship did not hold; thus, baseline measures of gray matter and white matter were not significantly related to changes in symptom ratings over time.

Conclusions:

Children presenting with behavioral problems at an early age show differential subcortical and white matter development. Most neuroimaging models tend to explain brain differences observed in psychopathology as an underlying (causal) neurobiological substrate. However, the present work suggests that future neuroimaging studies showing effects that are pathogenic in nature should additionally explore the possibility of the downstream effects of psychopathology on the brain.

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Information & Authors

Information

Published In

Go to American Journal of Psychiatry
Go to American Journal of Psychiatry
American Journal of Psychiatry
Pages: 54 - 62
PubMed: 28817944

History

Received: 20 July 2016
Revision received: 20 March 2017
Revision received: 3 May 2017
Accepted: 8 May 2017
Published online: 18 August 2017
Published in print: January 01, 2018

Keywords

  1. Diffusion Tensor Imaging
  2. Brain Morphology
  3. Child Psychiatry
  4. Cross-Lagged Panel Model
  5. Linear Mixed-Effects Model
  6. Fiber Tractography

Authors

Details

Ryan L. Muetzel, Ph.D.
From the Generation R Study Group, the Department of Child and Adolescent Psychiatry, and the Department of Pediatrics, Erasmus MC–Sophia Children’s Hospital, Rotterdam, the Netherlands; the Departments of Radiology and Epidemiology, Erasmus MC, Rotterdam; and the Neurobehavioral Clinical Research Section, Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, Md.
Laura M.E. Blanken, M.D., Ph.D.
From the Generation R Study Group, the Department of Child and Adolescent Psychiatry, and the Department of Pediatrics, Erasmus MC–Sophia Children’s Hospital, Rotterdam, the Netherlands; the Departments of Radiology and Epidemiology, Erasmus MC, Rotterdam; and the Neurobehavioral Clinical Research Section, Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, Md.
Jan van der Ende, M.Sc.
From the Generation R Study Group, the Department of Child and Adolescent Psychiatry, and the Department of Pediatrics, Erasmus MC–Sophia Children’s Hospital, Rotterdam, the Netherlands; the Departments of Radiology and Epidemiology, Erasmus MC, Rotterdam; and the Neurobehavioral Clinical Research Section, Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, Md.
Hanan El Marroun, Ph.D.
From the Generation R Study Group, the Department of Child and Adolescent Psychiatry, and the Department of Pediatrics, Erasmus MC–Sophia Children’s Hospital, Rotterdam, the Netherlands; the Departments of Radiology and Epidemiology, Erasmus MC, Rotterdam; and the Neurobehavioral Clinical Research Section, Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, Md.
Philip Shaw, B.M.B.Ch., Ph.D.
From the Generation R Study Group, the Department of Child and Adolescent Psychiatry, and the Department of Pediatrics, Erasmus MC–Sophia Children’s Hospital, Rotterdam, the Netherlands; the Departments of Radiology and Epidemiology, Erasmus MC, Rotterdam; and the Neurobehavioral Clinical Research Section, Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, Md.
Gustavo Sudre, Ph.D.
From the Generation R Study Group, the Department of Child and Adolescent Psychiatry, and the Department of Pediatrics, Erasmus MC–Sophia Children’s Hospital, Rotterdam, the Netherlands; the Departments of Radiology and Epidemiology, Erasmus MC, Rotterdam; and the Neurobehavioral Clinical Research Section, Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, Md.
Aad van der Lugt, M.D., Ph.D.
From the Generation R Study Group, the Department of Child and Adolescent Psychiatry, and the Department of Pediatrics, Erasmus MC–Sophia Children’s Hospital, Rotterdam, the Netherlands; the Departments of Radiology and Epidemiology, Erasmus MC, Rotterdam; and the Neurobehavioral Clinical Research Section, Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, Md.
Vincent W.V. Jaddoe, M.D., Ph.D.
From the Generation R Study Group, the Department of Child and Adolescent Psychiatry, and the Department of Pediatrics, Erasmus MC–Sophia Children’s Hospital, Rotterdam, the Netherlands; the Departments of Radiology and Epidemiology, Erasmus MC, Rotterdam; and the Neurobehavioral Clinical Research Section, Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, Md.
Frank C. Verhulst, M.D., Ph.D.
From the Generation R Study Group, the Department of Child and Adolescent Psychiatry, and the Department of Pediatrics, Erasmus MC–Sophia Children’s Hospital, Rotterdam, the Netherlands; the Departments of Radiology and Epidemiology, Erasmus MC, Rotterdam; and the Neurobehavioral Clinical Research Section, Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, Md.
Henning Tiemeier, M.D., Ph.D.
From the Generation R Study Group, the Department of Child and Adolescent Psychiatry, and the Department of Pediatrics, Erasmus MC–Sophia Children’s Hospital, Rotterdam, the Netherlands; the Departments of Radiology and Epidemiology, Erasmus MC, Rotterdam; and the Neurobehavioral Clinical Research Section, Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, Md.
Tonya White, M.D., Ph.D. [email protected]
From the Generation R Study Group, the Department of Child and Adolescent Psychiatry, and the Department of Pediatrics, Erasmus MC–Sophia Children’s Hospital, Rotterdam, the Netherlands; the Departments of Radiology and Epidemiology, Erasmus MC, Rotterdam; and the Neurobehavioral Clinical Research Section, Social and Behavioral Research Branch, National Human Genome Research Institute, NIH, Bethesda, Md.

Notes

Address correspondence to Dr. White ([email protected]).

Competing Interests

Dr. Verhulst is a contributing author of the Achenbach System of Empirically Based Assessment (ASEBA), for which he receives remuneration. The other authors report no financial relationships with commercial interests.

Funding Information

Sophia Children's Hospital Research Foundation: 639
ZonMw10.13039/501100001826: 016.VICI.170.200, TOP 91211021

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