@article{8458ce19bb1740ab98d8fa26232bb448,
title = "Atypical Functional Connectivity in Tourette Syndrome Differs Between Children and Adults",
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.",
keywords = "Classification, Development, Functional connectivity, Machine learning, Tourette syndrome, fMRI",
author = "Nielsen, {Ashley N.} and Caterina Gratton and Church, {Jessica A.} and Dosenbach, {Nico U.F.} and Black, {Kevin J.} and Petersen, {Steven E.} and Schlaggar, {Bradley L.} and Greene, {Deanna J.}",
note = "Funding Information: This work was supported by Tourette Association of America fellowships (to DJG, JAC); Tourette Association of America Neuroimaging Consortium pilot grant (to KJB, BLS); Tourette Association of America research grant (DJG); NARSAD Young Investigator Award (to DJG); National Institutes of Health Grant Nos. K01MH104592 (to DJG), R21MH091512 (to BLS), R01HD057076 (to BLS), R01NS046424 (to SEP), R21 NS091635 (to BLS, KJB), R01MH104030 (to KJB, BLS), K12HD076224 (to NUFD, Scholar of the Child Health Research Center at Washington University), K23NS088590 (to NUFD), F32NS065649 (to JAC), F32NS092290 (to CG), F32NS656492 (to SEP), K23DC006638 (to BLS, SEP), P50 MH071616 (to BLS), and P60 DK020579-31 (to BLS); the American Hearing Research Foundation; the Simons Foundation Autism Research Initiative (“Brain circuitry in Simplex Autism” [to SEP]); and Eunice Kennedy Shriver National Institute of Child Health and Human Development of the National Institutes of Health Award Grant No. U54 HD087011 to the Intellectual and Developmental Disabilities Research Center at Washington University. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. We thank Rebecca Coalson, Rebecca Lepore, Kelly McVey, Jonathan Koller, Annie Nguyen, Catherine Hoyt, Lindsey McIntyre, and Emily Bihun for assistance with data collection; the children and adults who participated in this study and their families; and Deanna Barch for her input on this manuscript. KJB has grant and/or speakers bureau income from Acadia, Neurocrine Biosciences, and Teva, none of which create potential conflicts of interest with this work. NUFD has a financial interest in Nous Imaging Inc. and may financially benefit if the company is successful in marketing FIRMM software products; and may receive royalty income based on FIRMM technology developed at Oregon Health and Sciences University and Washington University and licensed to Nous Imaging Inc. All other authors report no biomedical financial interests or potential conflicts of interest. Funding Information: This work was supported by Tourette Association of America fellowships (to DJG, JAC); Tourette Association of America Neuroimaging Consortium pilot grant (to KJB, BLS); Tourette Association of America research grant (DJG); NARSAD Young Investigator Award (to DJG); National Institutes of Health Grant Nos. K01MH104592 (to DJG), R21MH091512 (to BLS), R01HD057076 (to BLS), R01NS046424 (to SEP), R21 NS091635 (to BLS, KJB), R01MH104030 (to KJB, BLS), K12HD076224 (to NUFD, Scholar of the Child Health Research Center at Washington University), K23NS088590 (to NUFD), F32NS065649 (to JAC), F32NS092290 (to CG), F32NS656492 (to SEP) , K23DC006638 (to BLS, SEP) , P50 MH071616 (to BLS) , and P60 DK020579-31 (to BLS) ; the American Hearing Research Foundation ; the Simons Foundation Autism Research Initiative (“Brain circuitry in Simplex Autism” [to SEP]); and Eunice Kennedy Shriver National Institute of Child Health and Human Development of the National Institutes of Health Award Grant No. U54 HD087011 to the Intellectual and Developmental Disabilities Research Center at Washington University. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health . Publisher Copyright: {\textcopyright} 2019 Society of Biological Psychiatry",
year = "2020",
month = jan,
day = "15",
doi = "10.1016/j.biopsych.2019.06.021",
language = "English (US)",
volume = "87",
pages = "164--173",
journal = "Biological psychiatry",
issn = "0006-3223",
publisher = "Elsevier USA",
number = "2",
}