Cargando…
Williams syndrome-specific neuroanatomical profile and its associations with behavioral features
Williams Syndrome (WS) is a rare genetic disorder with unique behavioral features. Yet the rareness of WS has limited the number and type of studies that can be conducted in which inferences are made about how neuroanatomical abnormalities mediate behaviors. In this study, we extracted a WS-specific...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5443907/ https://www.ncbi.nlm.nih.gov/pubmed/28560159 http://dx.doi.org/10.1016/j.nicl.2017.05.011 |
_version_ | 1783238645708226560 |
---|---|
author | Fan, Chun Chieh Brown, Timothy T. Bartsch, Hauke Kuperman, Joshua M. Hagler, Donald J. Schork, Andrew Searcy, Yvonne Bellugi, Ursula Halgren, Eric Dale, Anders M. |
author_facet | Fan, Chun Chieh Brown, Timothy T. Bartsch, Hauke Kuperman, Joshua M. Hagler, Donald J. Schork, Andrew Searcy, Yvonne Bellugi, Ursula Halgren, Eric Dale, Anders M. |
author_sort | Fan, Chun Chieh |
collection | PubMed |
description | Williams Syndrome (WS) is a rare genetic disorder with unique behavioral features. Yet the rareness of WS has limited the number and type of studies that can be conducted in which inferences are made about how neuroanatomical abnormalities mediate behaviors. In this study, we extracted a WS-specific neuroanatomical profile from structural magnetic resonance imaging (MRI) measurements and tested its association with behavioral features of WS. Using a WS adult cohort (22 WS, 16 healthy controls), we modeled a sparse representation of a WS-specific neuroanatomical profile. The predictive performances are robust within the training cohort (10-fold cross-validation, AUC = 1.0) and accurately identify all WS individuals in an independent child WS cohort (seven WS, 59 children with diverse developmental status, AUC = 1.0). The WS-specific neuroanatomical profile includes measurements in the orbitofrontal cortex, superior parietal cortex, Sylvian fissures, and basal ganglia, and variability within these areas related to the underlying size of hemizygous deletion in patients with partial deletions. The profile intensity mediated the overall cognitive impairment as well as personality features related to hypersociability. Our results imply that the unique behaviors in WS were mediated through the constellation of abnormalities in cortical-subcortical circuitry consistent in child WS and adult WS. The robustness of the derived WS-specific neuroanatomical profile also demonstrates the potential utility of our approach in both clinical and research applications. |
format | Online Article Text |
id | pubmed-5443907 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-54439072017-05-30 Williams syndrome-specific neuroanatomical profile and its associations with behavioral features Fan, Chun Chieh Brown, Timothy T. Bartsch, Hauke Kuperman, Joshua M. Hagler, Donald J. Schork, Andrew Searcy, Yvonne Bellugi, Ursula Halgren, Eric Dale, Anders M. Neuroimage Clin Regular Article Williams Syndrome (WS) is a rare genetic disorder with unique behavioral features. Yet the rareness of WS has limited the number and type of studies that can be conducted in which inferences are made about how neuroanatomical abnormalities mediate behaviors. In this study, we extracted a WS-specific neuroanatomical profile from structural magnetic resonance imaging (MRI) measurements and tested its association with behavioral features of WS. Using a WS adult cohort (22 WS, 16 healthy controls), we modeled a sparse representation of a WS-specific neuroanatomical profile. The predictive performances are robust within the training cohort (10-fold cross-validation, AUC = 1.0) and accurately identify all WS individuals in an independent child WS cohort (seven WS, 59 children with diverse developmental status, AUC = 1.0). The WS-specific neuroanatomical profile includes measurements in the orbitofrontal cortex, superior parietal cortex, Sylvian fissures, and basal ganglia, and variability within these areas related to the underlying size of hemizygous deletion in patients with partial deletions. The profile intensity mediated the overall cognitive impairment as well as personality features related to hypersociability. Our results imply that the unique behaviors in WS were mediated through the constellation of abnormalities in cortical-subcortical circuitry consistent in child WS and adult WS. The robustness of the derived WS-specific neuroanatomical profile also demonstrates the potential utility of our approach in both clinical and research applications. Elsevier 2017-05-18 /pmc/articles/PMC5443907/ /pubmed/28560159 http://dx.doi.org/10.1016/j.nicl.2017.05.011 Text en © 2017 Published by Elsevier Inc. http://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 Fan, Chun Chieh Brown, Timothy T. Bartsch, Hauke Kuperman, Joshua M. Hagler, Donald J. Schork, Andrew Searcy, Yvonne Bellugi, Ursula Halgren, Eric Dale, Anders M. Williams syndrome-specific neuroanatomical profile and its associations with behavioral features |
title | Williams syndrome-specific neuroanatomical profile and its associations with behavioral features |
title_full | Williams syndrome-specific neuroanatomical profile and its associations with behavioral features |
title_fullStr | Williams syndrome-specific neuroanatomical profile and its associations with behavioral features |
title_full_unstemmed | Williams syndrome-specific neuroanatomical profile and its associations with behavioral features |
title_short | Williams syndrome-specific neuroanatomical profile and its associations with behavioral features |
title_sort | williams syndrome-specific neuroanatomical profile and its associations with behavioral features |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5443907/ https://www.ncbi.nlm.nih.gov/pubmed/28560159 http://dx.doi.org/10.1016/j.nicl.2017.05.011 |
work_keys_str_mv | AT fanchunchieh williamssyndromespecificneuroanatomicalprofileanditsassociationswithbehavioralfeatures AT browntimothyt williamssyndromespecificneuroanatomicalprofileanditsassociationswithbehavioralfeatures AT bartschhauke williamssyndromespecificneuroanatomicalprofileanditsassociationswithbehavioralfeatures AT kupermanjoshuam williamssyndromespecificneuroanatomicalprofileanditsassociationswithbehavioralfeatures AT haglerdonaldj williamssyndromespecificneuroanatomicalprofileanditsassociationswithbehavioralfeatures AT schorkandrew williamssyndromespecificneuroanatomicalprofileanditsassociationswithbehavioralfeatures AT searcyyvonne williamssyndromespecificneuroanatomicalprofileanditsassociationswithbehavioralfeatures AT bellugiursula williamssyndromespecificneuroanatomicalprofileanditsassociationswithbehavioralfeatures AT halgreneric williamssyndromespecificneuroanatomicalprofileanditsassociationswithbehavioralfeatures AT daleandersm williamssyndromespecificneuroanatomicalprofileanditsassociationswithbehavioralfeatures |