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Spatial Network Connectivity and Spatial Reasoning Ability in Children with Nonverbal Learning Disability

Nonverbal Learning Disability (NVLD) is characterized by deficits in visual-spatial, but not verbal, reasoning. Nevertheless, the functioning of the neural circuits supporting spatial processing have yet to be assessed in children with NVLD. We compared the resting state functional connectivity of a...

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Autores principales: Banker, Sarah M., Ramphal, Bruce, Pagliaccio, David, Thomas, Lauren, Rosen, Elizabeth, Sigel, Anika N., Zeffiro, Thomas, Marsh, Rachel, Margolis, Amy E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6969178/
https://www.ncbi.nlm.nih.gov/pubmed/31953441
http://dx.doi.org/10.1038/s41598-019-56003-y
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author Banker, Sarah M.
Ramphal, Bruce
Pagliaccio, David
Thomas, Lauren
Rosen, Elizabeth
Sigel, Anika N.
Zeffiro, Thomas
Marsh, Rachel
Margolis, Amy E.
author_facet Banker, Sarah M.
Ramphal, Bruce
Pagliaccio, David
Thomas, Lauren
Rosen, Elizabeth
Sigel, Anika N.
Zeffiro, Thomas
Marsh, Rachel
Margolis, Amy E.
author_sort Banker, Sarah M.
collection PubMed
description Nonverbal Learning Disability (NVLD) is characterized by deficits in visual-spatial, but not verbal, reasoning. Nevertheless, the functioning of the neural circuits supporting spatial processing have yet to be assessed in children with NVLD. We compared the resting state functional connectivity of a spatial brain network among children with NVLD, children with reading disorder (RD), and typically developing (TD) children. Seventy-five participants (7–15 years old) were included in the study (20 TD, 24 NVLD, and 31 RD). Group differences in global efficiency and functional connectivity among 12 regions comprising a previously defined spatial network were evaluated. Associations with behavior were explored. Global efficiency of the spatial network associated positively with spatial ability and inversely with socioemotional problems. Within the spatial network, associations between left posterior cingulate (PCC) and right retrosplenial cortical activity were reduced in children with NVLD relative to those without spatial deficits (RD and TD). Connectivity between left PCC and right posterior cerebellum (Crus I and II) was reduced in both groups of children with learning disabilities (NVLD and RD) relative to TD children. Functional connectivity of the spatial network was atypically associated with cognitive and socioemotional performance in children with NVLD. Identifying a neurobiological substrate for NVLD provides evidence that it is a discrete clinical entity and suggests targets for treatment.
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spelling pubmed-69691782020-01-22 Spatial Network Connectivity and Spatial Reasoning Ability in Children with Nonverbal Learning Disability Banker, Sarah M. Ramphal, Bruce Pagliaccio, David Thomas, Lauren Rosen, Elizabeth Sigel, Anika N. Zeffiro, Thomas Marsh, Rachel Margolis, Amy E. Sci Rep Article Nonverbal Learning Disability (NVLD) is characterized by deficits in visual-spatial, but not verbal, reasoning. Nevertheless, the functioning of the neural circuits supporting spatial processing have yet to be assessed in children with NVLD. We compared the resting state functional connectivity of a spatial brain network among children with NVLD, children with reading disorder (RD), and typically developing (TD) children. Seventy-five participants (7–15 years old) were included in the study (20 TD, 24 NVLD, and 31 RD). Group differences in global efficiency and functional connectivity among 12 regions comprising a previously defined spatial network were evaluated. Associations with behavior were explored. Global efficiency of the spatial network associated positively with spatial ability and inversely with socioemotional problems. Within the spatial network, associations between left posterior cingulate (PCC) and right retrosplenial cortical activity were reduced in children with NVLD relative to those without spatial deficits (RD and TD). Connectivity between left PCC and right posterior cerebellum (Crus I and II) was reduced in both groups of children with learning disabilities (NVLD and RD) relative to TD children. Functional connectivity of the spatial network was atypically associated with cognitive and socioemotional performance in children with NVLD. Identifying a neurobiological substrate for NVLD provides evidence that it is a discrete clinical entity and suggests targets for treatment. Nature Publishing Group UK 2020-01-17 /pmc/articles/PMC6969178/ /pubmed/31953441 http://dx.doi.org/10.1038/s41598-019-56003-y Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Banker, Sarah M.
Ramphal, Bruce
Pagliaccio, David
Thomas, Lauren
Rosen, Elizabeth
Sigel, Anika N.
Zeffiro, Thomas
Marsh, Rachel
Margolis, Amy E.
Spatial Network Connectivity and Spatial Reasoning Ability in Children with Nonverbal Learning Disability
title Spatial Network Connectivity and Spatial Reasoning Ability in Children with Nonverbal Learning Disability
title_full Spatial Network Connectivity and Spatial Reasoning Ability in Children with Nonverbal Learning Disability
title_fullStr Spatial Network Connectivity and Spatial Reasoning Ability in Children with Nonverbal Learning Disability
title_full_unstemmed Spatial Network Connectivity and Spatial Reasoning Ability in Children with Nonverbal Learning Disability
title_short Spatial Network Connectivity and Spatial Reasoning Ability in Children with Nonverbal Learning Disability
title_sort spatial network connectivity and spatial reasoning ability in children with nonverbal learning disability
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6969178/
https://www.ncbi.nlm.nih.gov/pubmed/31953441
http://dx.doi.org/10.1038/s41598-019-56003-y
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