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The relationship between adolescents' externalizing and internalizing symptoms and brain development over a period of three years

BACKGROUND: Adolescence is a crucial period for both brain maturation and the emergence of mental health disorders. Associations between brain morphology and internalizing/externalizing symptomatology have been identified in clinical or at-risk samples, but age-related developmental differences were...

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Autores principales: Jarvers, Irina, Kandsperger, Stephanie, Schleicher, Daniel, Ando, Ayaka, Resch, Franz, Koenig, Julian, Kaess, Michael, Brunner, Romuald
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9668616/
https://www.ncbi.nlm.nih.gov/pubmed/36137498
http://dx.doi.org/10.1016/j.nicl.2022.103195
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author Jarvers, Irina
Kandsperger, Stephanie
Schleicher, Daniel
Ando, Ayaka
Resch, Franz
Koenig, Julian
Kaess, Michael
Brunner, Romuald
author_facet Jarvers, Irina
Kandsperger, Stephanie
Schleicher, Daniel
Ando, Ayaka
Resch, Franz
Koenig, Julian
Kaess, Michael
Brunner, Romuald
author_sort Jarvers, Irina
collection PubMed
description BACKGROUND: Adolescence is a crucial period for both brain maturation and the emergence of mental health disorders. Associations between brain morphology and internalizing/externalizing symptomatology have been identified in clinical or at-risk samples, but age-related developmental differences were rarely considered. The current study investigated the longitudinal relationship between internalizing/externalizing symptoms and brain development in the absence of psychiatric disorders during early and late adolescence. METHODS: 98 healthy adolescents within two cohorts (younger: 9 years, older: 12 years) participated in annual assessments for three years; a clinical assessment measuring their externalizing and internalizing symptoms (SDQ) and an MRI assessment measuring their brain volume and white matter microstructure, including fractional anisotropy (FA), mean diffusivity (MD) and average path length. RESULTS: Linear mixed effect models and cross-lagged panel models showed that larger subcortical gray matter volume predicted more externalizing symptoms in older adolescents whereas decreases of subcortical gray matter volume predicted more externalizing symptoms for younger adolescents. Additionally, longer average white matter path length predicted more externalizing symptoms for older adolescents, while decreases in cerebral white matter volume were predictive of more externalizing symptoms for younger adolescents. There were no predictive effects for internalizing symptoms, FA or MD. CONCLUSIONS: Delays in subcortical brain maturation, in both early and late adolescence, are associated with increases in externalizing behavior which indicates a higher risk for psychopathology and warrants further investigations.
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spelling pubmed-96686162022-11-18 The relationship between adolescents' externalizing and internalizing symptoms and brain development over a period of three years Jarvers, Irina Kandsperger, Stephanie Schleicher, Daniel Ando, Ayaka Resch, Franz Koenig, Julian Kaess, Michael Brunner, Romuald Neuroimage Clin Regular Article BACKGROUND: Adolescence is a crucial period for both brain maturation and the emergence of mental health disorders. Associations between brain morphology and internalizing/externalizing symptomatology have been identified in clinical or at-risk samples, but age-related developmental differences were rarely considered. The current study investigated the longitudinal relationship between internalizing/externalizing symptoms and brain development in the absence of psychiatric disorders during early and late adolescence. METHODS: 98 healthy adolescents within two cohorts (younger: 9 years, older: 12 years) participated in annual assessments for three years; a clinical assessment measuring their externalizing and internalizing symptoms (SDQ) and an MRI assessment measuring their brain volume and white matter microstructure, including fractional anisotropy (FA), mean diffusivity (MD) and average path length. RESULTS: Linear mixed effect models and cross-lagged panel models showed that larger subcortical gray matter volume predicted more externalizing symptoms in older adolescents whereas decreases of subcortical gray matter volume predicted more externalizing symptoms for younger adolescents. Additionally, longer average white matter path length predicted more externalizing symptoms for older adolescents, while decreases in cerebral white matter volume were predictive of more externalizing symptoms for younger adolescents. There were no predictive effects for internalizing symptoms, FA or MD. CONCLUSIONS: Delays in subcortical brain maturation, in both early and late adolescence, are associated with increases in externalizing behavior which indicates a higher risk for psychopathology and warrants further investigations. Elsevier 2022-09-14 /pmc/articles/PMC9668616/ /pubmed/36137498 http://dx.doi.org/10.1016/j.nicl.2022.103195 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Regular Article
Jarvers, Irina
Kandsperger, Stephanie
Schleicher, Daniel
Ando, Ayaka
Resch, Franz
Koenig, Julian
Kaess, Michael
Brunner, Romuald
The relationship between adolescents' externalizing and internalizing symptoms and brain development over a period of three years
title The relationship between adolescents' externalizing and internalizing symptoms and brain development over a period of three years
title_full The relationship between adolescents' externalizing and internalizing symptoms and brain development over a period of three years
title_fullStr The relationship between adolescents' externalizing and internalizing symptoms and brain development over a period of three years
title_full_unstemmed The relationship between adolescents' externalizing and internalizing symptoms and brain development over a period of three years
title_short The relationship between adolescents' externalizing and internalizing symptoms and brain development over a period of three years
title_sort relationship between adolescents' externalizing and internalizing symptoms and brain development over a period of three years
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9668616/
https://www.ncbi.nlm.nih.gov/pubmed/36137498
http://dx.doi.org/10.1016/j.nicl.2022.103195
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