Literature DB >> 31472979

Atypical Functional Connectivity in Tourette Syndrome Differs Between Children and Adults.

Ashley N Nielsen1, Caterina Gratton2, Jessica A Church3, Nico U F Dosenbach4, Kevin J Black5, Steven E Petersen6, Bradley L Schlaggar7, Deanna J Greene8.   

Abstract

BACKGROUND: Tourette syndrome (TS) is a neuropsychiatric disorder with symptomatology that typically changes over development. Whether and how brain function in TS also differs across development has been largely understudied. Here, we used functional connectivity magnetic resonance imaging to examine whole-brain functional networks in children and adults with TS.
METHODS: Multivariate classification methods were used to find patterns among functional connections that distinguish individuals with TS from control subjects separately for children and adults (N = 202). We tested whether the patterns of connections that classify diagnosis in one age group (e.g., children) could classify diagnosis in another age group (e.g., adults). We also tested whether the developmental trajectory of these connections was altered in TS.
RESULTS: Diagnostic classification was successful in children and adults separately but expressly did not generalize across age groups, suggesting that the patterns of functional connections that best distinguished individuals with TS from control subjects were age specific. Developmental patterns among these functional connections used for diagnostic classification deviated from typical development. Brain networks in childhood TS appeared "older" and brain networks in adulthood TS appeared "younger" in comparison with typically developing individuals.
CONCLUSIONS: Our results demonstrate that brain networks are differentially altered in children and adults with TS. The observed developmental trajectory of affected connections is consistent with theories of accelerated and/or delayed maturation, but may also involve anomalous developmental pathways. These findings further our understanding of neurodevelopmental trajectories in TS and carry implications for future applications aimed at predicting the clinical course of TS in individuals over development.
Copyright © 2019 Society of Biological Psychiatry. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Classification; Development; Functional connectivity; Machine learning; Tourette syndrome; fMRI

Mesh:

Year:  2019        PMID: 31472979      PMCID: PMC6925331          DOI: 10.1016/j.biopsych.2019.06.021

Source DB:  PubMed          Journal:  Biol Psychiatry        ISSN: 0006-3223            Impact factor:   13.382


  67 in total

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4.  Association of Tourette Syndrome and Chronic Tic Disorders With Objective Indicators of Educational Attainment: A Population-Based Sibling Comparison Study.

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Journal:  JAMA Neurol       Date:  2018-09-01       Impact factor: 18.302

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6.  A set of functionally-defined brain regions with improved representation of the subcortex and cerebellum.

Authors:  Benjamin A Seitzman; Caterina Gratton; Scott Marek; Ryan V Raut; Nico U F Dosenbach; Bradley L Schlaggar; Steven E Petersen; Deanna J Greene
Journal:  Neuroimage       Date:  2019-10-18       Impact factor: 6.556

7.  Benchmarking of participant-level confound regression strategies for the control of motion artifact in studies of functional connectivity.

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Journal:  Neuroimage       Date:  2017-03-14       Impact factor: 6.556

Review 8.  Neural plasticity in functional and anatomical MRI studies of children with Tourette syndrome.

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10.  Multivariate pattern classification of pediatric Tourette syndrome using functional connectivity MRI.

Authors:  Deanna J Greene; Jessica A Church; Nico U F Dosenbach; Ashley N Nielsen; Babatunde Adeyemo; Binyam Nardos; Steven E Petersen; Kevin J Black; Bradley L Schlaggar
Journal:  Dev Sci       Date:  2016-02-01
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Review 1.  Defining Individual-Specific Functional Neuroanatomy for Precision Psychiatry.

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2.  A set of functionally-defined brain regions with improved representation of the subcortex and cerebellum.

Authors:  Benjamin A Seitzman; Caterina Gratton; Scott Marek; Ryan V Raut; Nico U F Dosenbach; Bradley L Schlaggar; Steven E Petersen; Deanna J Greene
Journal:  Neuroimage       Date:  2019-10-18       Impact factor: 6.556

3.  Plasticity and Spontaneous Activity Pulses in Disused Human Brain Circuits.

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Review 4.  Machine Learning With Neuroimaging: Evaluating Its Applications in Psychiatry.

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6.  Basal Ganglia Pathways Associated With Therapeutic Pallidal Deep Brain Stimulation for Tourette Syndrome.

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7.  Inhibitory control in children with tic disorder: aberrant fronto-parietal network activity and connectivity.

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Review 8.  Tourette syndrome research highlights from 2019.

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9.  Correlates and clinical implications of tic suppressibility.

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Review 10.  Linking irritability and functional brain networks: A transdiagnostic case for expanding consideration of development and environment in RDoC.

Authors:  Ashely N Nielsen; Lauren S Wakschlag; Elizabeth S Norton
Journal:  Neurosci Biobehav Rev       Date:  2021-07-21       Impact factor: 9.052

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