Neuropsychological development in adolescents: Longitudinal associations with white matter microstructure

Important neuropsychological changes during adolescence coincide with the maturation of white matter microstructure. Few studies have investigated the association between neuropsychological development and white matter maturation longitudinally. We aimed to characterize developmental trajectories of...

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Main Authors: Ines M. Mürner-Lavanchy, Julian Koenig, Ayaka Ando, Romy Henze, Susanne Schell, Franz Resch, Romuald Brunner, Michael Kaess
Format: Article
Language:English
Published: Elsevier 2020-10-01
Series:Developmental Cognitive Neuroscience
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1878929320300608
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spelling doaj-d86b8a34355c439db06afbf5d436701b2020-11-25T03:43:15ZengElsevierDevelopmental Cognitive Neuroscience1878-92932020-10-0145100812Neuropsychological development in adolescents: Longitudinal associations with white matter microstructureInes M. Mürner-Lavanchy0Julian Koenig1Ayaka Ando2Romy Henze3Susanne Schell4Franz Resch5Romuald Brunner6Michael Kaess7University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland; Corresponding author at: University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland.University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland; Section for Experimental Child and Adolescent Psychiatry, Department of Child and Adolescent Psychiatry, Center for Psychosocial Medicine, University of Heidelberg, Heidelberg, GermanySection for Experimental Child and Adolescent Psychiatry, Department of Child and Adolescent Psychiatry, Center for Psychosocial Medicine, University of Heidelberg, Heidelberg, GermanyDepartment of Psychiatry, Psychotherapy and Psychosomatics, Evangelisches Krankenhaus Königin Elisabeth Herzberge, Berlin, Germany; Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany; Clinical Psychology and Psychotherapy, Freie Universität Berlin, Berlin, GermanyInstitute of Psychology, University of Heidelberg, GermanyDepartment of Child and Adolescent Psychiatry, Center for Psychosocial Medicine, University of Heidelberg, Heidelberg, GermanyClinic and Policlinic of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University of Regensburg, Regensburg, GermanyUniversity Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland; Section for Translational Psychobiology in Child and Adolescent Psychiatry, Department of Child and Adolescent Psychiatry, Center for Psychosocial Medicine, University of Heidelberg, Heidelberg, GermanyImportant neuropsychological changes during adolescence coincide with the maturation of white matter microstructure. Few studies have investigated the association between neuropsychological development and white matter maturation longitudinally. We aimed to characterize developmental trajectories of inhibition, planning, emotion recognition and risk-taking and examine whether white matter microstructural characteristics were associated with neuropsychological development above and beyond age. In an accelerated longitudinal cohort design, n = 112 healthy adolescents between ages 9 and 16 underwent cognitive assessment and diffusion MRI over three years. Fractional anisotropy (FA) and mean diffusivity (MD) were extracted for major white matter pathways using an automatic probabilistic reconstruction technique and mixed models were used for statistical analyses. Inhibition, planning and emotion recognition performance improved linearly across adolescence. Risk-taking developed in a quadratic fashion, with stable performance between 9 and 12 and an increase between ages 12 and 16. Including cingulum and superior longitudinal fasciculus FA slightly improved model fit for emotion recognition across age. We found no evidence that FA or MD were related to inhibition, planning or risk-taking across age. Our results challenge the additional value of white matter microstructure to explain neuropsychological development in healthy adolescents, but more longitudinal research with large datasets is needed to identify the potential role of white matter microstructure in cognitive development.http://www.sciencedirect.com/science/article/pii/S1878929320300608CognitionAdolescentDevelopmentLongitudinalDiffusion tensor imagingWhite matter microstructure
collection DOAJ
language English
format Article
sources DOAJ
author Ines M. Mürner-Lavanchy
Julian Koenig
Ayaka Ando
Romy Henze
Susanne Schell
Franz Resch
Romuald Brunner
Michael Kaess
spellingShingle Ines M. Mürner-Lavanchy
Julian Koenig
Ayaka Ando
Romy Henze
Susanne Schell
Franz Resch
Romuald Brunner
Michael Kaess
Neuropsychological development in adolescents: Longitudinal associations with white matter microstructure
Developmental Cognitive Neuroscience
Cognition
Adolescent
Development
Longitudinal
Diffusion tensor imaging
White matter microstructure
author_facet Ines M. Mürner-Lavanchy
Julian Koenig
Ayaka Ando
Romy Henze
Susanne Schell
Franz Resch
Romuald Brunner
Michael Kaess
author_sort Ines M. Mürner-Lavanchy
title Neuropsychological development in adolescents: Longitudinal associations with white matter microstructure
title_short Neuropsychological development in adolescents: Longitudinal associations with white matter microstructure
title_full Neuropsychological development in adolescents: Longitudinal associations with white matter microstructure
title_fullStr Neuropsychological development in adolescents: Longitudinal associations with white matter microstructure
title_full_unstemmed Neuropsychological development in adolescents: Longitudinal associations with white matter microstructure
title_sort neuropsychological development in adolescents: longitudinal associations with white matter microstructure
publisher Elsevier
series Developmental Cognitive Neuroscience
issn 1878-9293
publishDate 2020-10-01
description Important neuropsychological changes during adolescence coincide with the maturation of white matter microstructure. Few studies have investigated the association between neuropsychological development and white matter maturation longitudinally. We aimed to characterize developmental trajectories of inhibition, planning, emotion recognition and risk-taking and examine whether white matter microstructural characteristics were associated with neuropsychological development above and beyond age. In an accelerated longitudinal cohort design, n = 112 healthy adolescents between ages 9 and 16 underwent cognitive assessment and diffusion MRI over three years. Fractional anisotropy (FA) and mean diffusivity (MD) were extracted for major white matter pathways using an automatic probabilistic reconstruction technique and mixed models were used for statistical analyses. Inhibition, planning and emotion recognition performance improved linearly across adolescence. Risk-taking developed in a quadratic fashion, with stable performance between 9 and 12 and an increase between ages 12 and 16. Including cingulum and superior longitudinal fasciculus FA slightly improved model fit for emotion recognition across age. We found no evidence that FA or MD were related to inhibition, planning or risk-taking across age. Our results challenge the additional value of white matter microstructure to explain neuropsychological development in healthy adolescents, but more longitudinal research with large datasets is needed to identify the potential role of white matter microstructure in cognitive development.
topic Cognition
Adolescent
Development
Longitudinal
Diffusion tensor imaging
White matter microstructure
url http://www.sciencedirect.com/science/article/pii/S1878929320300608
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