Cargando…
Psychomotor slowing is associated with anomalies in baseline and prospective large scale neural networks in youth with epilepsy
PURPOSE: Psychomotor slowing is a common but understudied cognitive impairment in epilepsy. Here we test the hypothesis that psychomotor slowing is associated with alterations in brain status reflected through analysis of large scale structural networks. We test the hypothesis that children with epi...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6051771/ https://www.ncbi.nlm.nih.gov/pubmed/30035016 http://dx.doi.org/10.1016/j.nicl.2018.04.020 |
_version_ | 1783340577537916928 |
---|---|
author | Garcia-Ramos, Camille Dabbs, Kevin Meyerand, Elizabeth Prabhakaran, Vivek Hsu, David Jones, Jana Seidenberg, Michael Hermann, Bruce |
author_facet | Garcia-Ramos, Camille Dabbs, Kevin Meyerand, Elizabeth Prabhakaran, Vivek Hsu, David Jones, Jana Seidenberg, Michael Hermann, Bruce |
author_sort | Garcia-Ramos, Camille |
collection | PubMed |
description | PURPOSE: Psychomotor slowing is a common but understudied cognitive impairment in epilepsy. Here we test the hypothesis that psychomotor slowing is associated with alterations in brain status reflected through analysis of large scale structural networks. We test the hypothesis that children with epilepsy with cognitive slowing at diagnosis will exhibit a cross-sectional and prospective pattern of altered brain development. METHODS: A total of 78 children (age 8–18) with new/recent onset idiopathic epilepsies underwent 1.5 T MRI with network analysis of cortical, subcortical and cerebellar volumes. Children with epilepsy were divided into slow and fast psychomotor speed groups (adjusted for age, intelligence and epilepsy syndrome). RESULTS: At baseline, slow-speed performers (SSP) presented lower modularity, lower global efficiency, higher transitivity, and lower number of hubs than fast-speed performers (FSP). Community structure in SSP exhibited poor association between cortical regions and both subcortical structures and the cerebellum while FSP presented well-defined communities. Prospectively, SSP displayed lower modularity but higher global efficiency and transitivity compared to FSP. Modules in FSP showed higher integration between and within themselves compared to SSP. SSP showed hubs mainly from frontal and temporal regions while in FSP were spread among frontal, temporal, parietal, subcortical areas and the left cerebellum. IMPLICATIONS: Results suggest the presence of widespread alterations in large scale networks between fast- and slow-speed children with recent onset epilepsies both at baseline and 2 years later. Slower processing speed appears to be a marker of abnormal brain development antecedent to epilepsy onset as well as brain development over the 2 years following diagnosis. |
format | Online Article Text |
id | pubmed-6051771 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-60517712018-07-20 Psychomotor slowing is associated with anomalies in baseline and prospective large scale neural networks in youth with epilepsy Garcia-Ramos, Camille Dabbs, Kevin Meyerand, Elizabeth Prabhakaran, Vivek Hsu, David Jones, Jana Seidenberg, Michael Hermann, Bruce Neuroimage Clin Regular Article PURPOSE: Psychomotor slowing is a common but understudied cognitive impairment in epilepsy. Here we test the hypothesis that psychomotor slowing is associated with alterations in brain status reflected through analysis of large scale structural networks. We test the hypothesis that children with epilepsy with cognitive slowing at diagnosis will exhibit a cross-sectional and prospective pattern of altered brain development. METHODS: A total of 78 children (age 8–18) with new/recent onset idiopathic epilepsies underwent 1.5 T MRI with network analysis of cortical, subcortical and cerebellar volumes. Children with epilepsy were divided into slow and fast psychomotor speed groups (adjusted for age, intelligence and epilepsy syndrome). RESULTS: At baseline, slow-speed performers (SSP) presented lower modularity, lower global efficiency, higher transitivity, and lower number of hubs than fast-speed performers (FSP). Community structure in SSP exhibited poor association between cortical regions and both subcortical structures and the cerebellum while FSP presented well-defined communities. Prospectively, SSP displayed lower modularity but higher global efficiency and transitivity compared to FSP. Modules in FSP showed higher integration between and within themselves compared to SSP. SSP showed hubs mainly from frontal and temporal regions while in FSP were spread among frontal, temporal, parietal, subcortical areas and the left cerebellum. IMPLICATIONS: Results suggest the presence of widespread alterations in large scale networks between fast- and slow-speed children with recent onset epilepsies both at baseline and 2 years later. Slower processing speed appears to be a marker of abnormal brain development antecedent to epilepsy onset as well as brain development over the 2 years following diagnosis. Elsevier 2018-04-20 /pmc/articles/PMC6051771/ /pubmed/30035016 http://dx.doi.org/10.1016/j.nicl.2018.04.020 Text en © 2018 The Authors 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 Garcia-Ramos, Camille Dabbs, Kevin Meyerand, Elizabeth Prabhakaran, Vivek Hsu, David Jones, Jana Seidenberg, Michael Hermann, Bruce Psychomotor slowing is associated with anomalies in baseline and prospective large scale neural networks in youth with epilepsy |
title | Psychomotor slowing is associated with anomalies in baseline and prospective large scale neural networks in youth with epilepsy |
title_full | Psychomotor slowing is associated with anomalies in baseline and prospective large scale neural networks in youth with epilepsy |
title_fullStr | Psychomotor slowing is associated with anomalies in baseline and prospective large scale neural networks in youth with epilepsy |
title_full_unstemmed | Psychomotor slowing is associated with anomalies in baseline and prospective large scale neural networks in youth with epilepsy |
title_short | Psychomotor slowing is associated with anomalies in baseline and prospective large scale neural networks in youth with epilepsy |
title_sort | psychomotor slowing is associated with anomalies in baseline and prospective large scale neural networks in youth with epilepsy |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6051771/ https://www.ncbi.nlm.nih.gov/pubmed/30035016 http://dx.doi.org/10.1016/j.nicl.2018.04.020 |
work_keys_str_mv | AT garciaramoscamille psychomotorslowingisassociatedwithanomaliesinbaselineandprospectivelargescaleneuralnetworksinyouthwithepilepsy AT dabbskevin psychomotorslowingisassociatedwithanomaliesinbaselineandprospectivelargescaleneuralnetworksinyouthwithepilepsy AT meyerandelizabeth psychomotorslowingisassociatedwithanomaliesinbaselineandprospectivelargescaleneuralnetworksinyouthwithepilepsy AT prabhakaranvivek psychomotorslowingisassociatedwithanomaliesinbaselineandprospectivelargescaleneuralnetworksinyouthwithepilepsy AT hsudavid psychomotorslowingisassociatedwithanomaliesinbaselineandprospectivelargescaleneuralnetworksinyouthwithepilepsy AT jonesjana psychomotorslowingisassociatedwithanomaliesinbaselineandprospectivelargescaleneuralnetworksinyouthwithepilepsy AT seidenbergmichael psychomotorslowingisassociatedwithanomaliesinbaselineandprospectivelargescaleneuralnetworksinyouthwithepilepsy AT hermannbruce psychomotorslowingisassociatedwithanomaliesinbaselineandprospectivelargescaleneuralnetworksinyouthwithepilepsy |