Cargando…
Connectome-scale assessment of structural and functional connectivity in mild traumatic brain injury at the acute stage
Mild traumatic brain injury (mTBI) accounts for over one million emergency visits each year in the United States. The large-scale structural and functional network connectivity changes of mTBI are still unknown. This study was designed to determine the connectome-scale brain network connectivity cha...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4932612/ https://www.ncbi.nlm.nih.gov/pubmed/27408795 http://dx.doi.org/10.1016/j.nicl.2016.06.012 |
_version_ | 1782441091923968000 |
---|---|
author | Iraji, Armin Chen, Hanbo Wiseman, Natalie Zhang, Tuo Welch, Robert O'Neil, Brian Kulek, Andrew Ayaz, Syed Imran Wang, Xiao Zuk, Conor Haacke, E. Mark Liu, Tianming Kou, Zhifeng |
author_facet | Iraji, Armin Chen, Hanbo Wiseman, Natalie Zhang, Tuo Welch, Robert O'Neil, Brian Kulek, Andrew Ayaz, Syed Imran Wang, Xiao Zuk, Conor Haacke, E. Mark Liu, Tianming Kou, Zhifeng |
author_sort | Iraji, Armin |
collection | PubMed |
description | Mild traumatic brain injury (mTBI) accounts for over one million emergency visits each year in the United States. The large-scale structural and functional network connectivity changes of mTBI are still unknown. This study was designed to determine the connectome-scale brain network connectivity changes in mTBI at both structural and functional levels. 40 mTBI patients at the acute stage and 50 healthy controls were recruited. A novel approach called Dense Individualized and Common Connectivity-based Cortical Landmarks (DICCCOLs) was applied for connectome-scale analysis of both diffusion tensor imaging and resting state functional MRI data. Among 358 networks identified on DICCCOL analysis, 41 networks were identified as structurally discrepant between patient and control groups. The involved major white matter tracts include the corpus callosum, and superior and inferior longitudinal fasciculi. Functional connectivity analysis identified 60 connectomic signatures that differentiate patients from controls with 93.75% sensitivity and 100% specificity. Analysis of functional domains showed decreased intra-network connectivity within the emotion network and among emotion-cognition interactions, and increased interactions among action-emotion and action-cognition as well as within perception networks. This work suggests that mTBI may result in changes of structural and functional connectivity on a connectome scale at the acute stage. |
format | Online Article Text |
id | pubmed-4932612 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-49326122016-07-12 Connectome-scale assessment of structural and functional connectivity in mild traumatic brain injury at the acute stage Iraji, Armin Chen, Hanbo Wiseman, Natalie Zhang, Tuo Welch, Robert O'Neil, Brian Kulek, Andrew Ayaz, Syed Imran Wang, Xiao Zuk, Conor Haacke, E. Mark Liu, Tianming Kou, Zhifeng Neuroimage Clin Regular Article Mild traumatic brain injury (mTBI) accounts for over one million emergency visits each year in the United States. The large-scale structural and functional network connectivity changes of mTBI are still unknown. This study was designed to determine the connectome-scale brain network connectivity changes in mTBI at both structural and functional levels. 40 mTBI patients at the acute stage and 50 healthy controls were recruited. A novel approach called Dense Individualized and Common Connectivity-based Cortical Landmarks (DICCCOLs) was applied for connectome-scale analysis of both diffusion tensor imaging and resting state functional MRI data. Among 358 networks identified on DICCCOL analysis, 41 networks were identified as structurally discrepant between patient and control groups. The involved major white matter tracts include the corpus callosum, and superior and inferior longitudinal fasciculi. Functional connectivity analysis identified 60 connectomic signatures that differentiate patients from controls with 93.75% sensitivity and 100% specificity. Analysis of functional domains showed decreased intra-network connectivity within the emotion network and among emotion-cognition interactions, and increased interactions among action-emotion and action-cognition as well as within perception networks. This work suggests that mTBI may result in changes of structural and functional connectivity on a connectome scale at the acute stage. Elsevier 2016-06-16 /pmc/articles/PMC4932612/ /pubmed/27408795 http://dx.doi.org/10.1016/j.nicl.2016.06.012 Text en © 2016 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 Iraji, Armin Chen, Hanbo Wiseman, Natalie Zhang, Tuo Welch, Robert O'Neil, Brian Kulek, Andrew Ayaz, Syed Imran Wang, Xiao Zuk, Conor Haacke, E. Mark Liu, Tianming Kou, Zhifeng Connectome-scale assessment of structural and functional connectivity in mild traumatic brain injury at the acute stage |
title | Connectome-scale assessment of structural and functional connectivity in mild traumatic brain injury at the acute stage |
title_full | Connectome-scale assessment of structural and functional connectivity in mild traumatic brain injury at the acute stage |
title_fullStr | Connectome-scale assessment of structural and functional connectivity in mild traumatic brain injury at the acute stage |
title_full_unstemmed | Connectome-scale assessment of structural and functional connectivity in mild traumatic brain injury at the acute stage |
title_short | Connectome-scale assessment of structural and functional connectivity in mild traumatic brain injury at the acute stage |
title_sort | connectome-scale assessment of structural and functional connectivity in mild traumatic brain injury at the acute stage |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4932612/ https://www.ncbi.nlm.nih.gov/pubmed/27408795 http://dx.doi.org/10.1016/j.nicl.2016.06.012 |
work_keys_str_mv | AT irajiarmin connectomescaleassessmentofstructuralandfunctionalconnectivityinmildtraumaticbraininjuryattheacutestage AT chenhanbo connectomescaleassessmentofstructuralandfunctionalconnectivityinmildtraumaticbraininjuryattheacutestage AT wisemannatalie connectomescaleassessmentofstructuralandfunctionalconnectivityinmildtraumaticbraininjuryattheacutestage AT zhangtuo connectomescaleassessmentofstructuralandfunctionalconnectivityinmildtraumaticbraininjuryattheacutestage AT welchrobert connectomescaleassessmentofstructuralandfunctionalconnectivityinmildtraumaticbraininjuryattheacutestage AT oneilbrian connectomescaleassessmentofstructuralandfunctionalconnectivityinmildtraumaticbraininjuryattheacutestage AT kulekandrew connectomescaleassessmentofstructuralandfunctionalconnectivityinmildtraumaticbraininjuryattheacutestage AT ayazsyedimran connectomescaleassessmentofstructuralandfunctionalconnectivityinmildtraumaticbraininjuryattheacutestage AT wangxiao connectomescaleassessmentofstructuralandfunctionalconnectivityinmildtraumaticbraininjuryattheacutestage AT zukconor connectomescaleassessmentofstructuralandfunctionalconnectivityinmildtraumaticbraininjuryattheacutestage AT haackeemark connectomescaleassessmentofstructuralandfunctionalconnectivityinmildtraumaticbraininjuryattheacutestage AT liutianming connectomescaleassessmentofstructuralandfunctionalconnectivityinmildtraumaticbraininjuryattheacutestage AT kouzhifeng connectomescaleassessmentofstructuralandfunctionalconnectivityinmildtraumaticbraininjuryattheacutestage |