Disruption to functional networks in neonates with perinatal brain injury predicts motor skills at 8 months

Objective: Functional connectivity magnetic resonance imaging (fcMRI) of neonates with perinatal brain injury could improve prediction of motor impairment before symptoms manifest, and establish how early brain organization relates to subsequent development. This cohort study is the first to describ...

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Main Authors: Annika C. Linke, Conor Wild, Leire Zubiaurre-Elorza, Charlotte Herzmann, Hester Duffy, Victor K. Han, David S.C. Lee, Rhodri Cusack
Format: Article
Language:English
Published: Elsevier 2018-01-01
Series:NeuroImage: Clinical
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158218300366
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spelling doaj-d235be1926d040d8a6e769c0075b1b172020-11-25T01:01:08ZengElsevierNeuroImage: Clinical2213-15822018-01-0118399406Disruption to functional networks in neonates with perinatal brain injury predicts motor skills at 8 monthsAnnika C. Linke0Conor Wild1Leire Zubiaurre-Elorza2Charlotte Herzmann3Hester Duffy4Victor K. Han5David S.C. Lee6Rhodri Cusack7Brain and Mind Institute, Western University, London, Canada; Brain Development Imaging Lab, San Diego State University, San Diego, USA; Corresponding author at: Brain Development Imaging Lab, San Diego State University, 6363 Alvarado Ct, Suite 200, San Diego, CA 92120, USA.Brain and Mind Institute, Western University, London, CanadaBrain and Mind Institute, Western University, London, CanadaBrain and Mind Institute, Western University, London, CanadaBrain and Mind Institute, Western University, London, CanadaChildren's Health Research Institute, London, CanadaChildren's Health Research Institute, London, CanadaBrain and Mind Institute, Western University, London, Canada; Children's Health Research Institute, London, Canada; Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin, IrelandObjective: Functional connectivity magnetic resonance imaging (fcMRI) of neonates with perinatal brain injury could improve prediction of motor impairment before symptoms manifest, and establish how early brain organization relates to subsequent development. This cohort study is the first to describe and quantitatively assess functional brain networks and their relation to later motor skills in neonates with a diverse range of perinatal brain injuries. Methods: Infants (n = 65, included in final analyses: n = 53) were recruited from the neonatal intensive care unit (NICU) and were stratified based on their age at birth (premature vs. term), and on whether neuropathology was diagnosed from structural MRI. Functional brain networks and a measure of disruption to functional connectivity were obtained from 14 min of fcMRI acquired during natural sleep at term-equivalent age. Results: Disruption to connectivity of the somatomotor and frontoparietal executive networks predicted motor impairment at 4 and 8 months. This disruption in functional connectivity was not found to be driven by differences between clinical groups, or by any of the specific measures we captured to describe the clinical course. Conclusion: fcMRI was predictive over and above other clinical measures available at discharge from the NICU, including structural MRI. Motor learning was affected by disruption to somatomotor networks, but also frontoparietal executive networks, which supports the functional importance of these networks in early development. Disruption to these two networks might be best addressed by distinct intervention strategies.http://www.sciencedirect.com/science/article/pii/S2213158218300366
collection DOAJ
language English
format Article
sources DOAJ
author Annika C. Linke
Conor Wild
Leire Zubiaurre-Elorza
Charlotte Herzmann
Hester Duffy
Victor K. Han
David S.C. Lee
Rhodri Cusack
spellingShingle Annika C. Linke
Conor Wild
Leire Zubiaurre-Elorza
Charlotte Herzmann
Hester Duffy
Victor K. Han
David S.C. Lee
Rhodri Cusack
Disruption to functional networks in neonates with perinatal brain injury predicts motor skills at 8 months
NeuroImage: Clinical
author_facet Annika C. Linke
Conor Wild
Leire Zubiaurre-Elorza
Charlotte Herzmann
Hester Duffy
Victor K. Han
David S.C. Lee
Rhodri Cusack
author_sort Annika C. Linke
title Disruption to functional networks in neonates with perinatal brain injury predicts motor skills at 8 months
title_short Disruption to functional networks in neonates with perinatal brain injury predicts motor skills at 8 months
title_full Disruption to functional networks in neonates with perinatal brain injury predicts motor skills at 8 months
title_fullStr Disruption to functional networks in neonates with perinatal brain injury predicts motor skills at 8 months
title_full_unstemmed Disruption to functional networks in neonates with perinatal brain injury predicts motor skills at 8 months
title_sort disruption to functional networks in neonates with perinatal brain injury predicts motor skills at 8 months
publisher Elsevier
series NeuroImage: Clinical
issn 2213-1582
publishDate 2018-01-01
description Objective: Functional connectivity magnetic resonance imaging (fcMRI) of neonates with perinatal brain injury could improve prediction of motor impairment before symptoms manifest, and establish how early brain organization relates to subsequent development. This cohort study is the first to describe and quantitatively assess functional brain networks and their relation to later motor skills in neonates with a diverse range of perinatal brain injuries. Methods: Infants (n = 65, included in final analyses: n = 53) were recruited from the neonatal intensive care unit (NICU) and were stratified based on their age at birth (premature vs. term), and on whether neuropathology was diagnosed from structural MRI. Functional brain networks and a measure of disruption to functional connectivity were obtained from 14 min of fcMRI acquired during natural sleep at term-equivalent age. Results: Disruption to connectivity of the somatomotor and frontoparietal executive networks predicted motor impairment at 4 and 8 months. This disruption in functional connectivity was not found to be driven by differences between clinical groups, or by any of the specific measures we captured to describe the clinical course. Conclusion: fcMRI was predictive over and above other clinical measures available at discharge from the NICU, including structural MRI. Motor learning was affected by disruption to somatomotor networks, but also frontoparietal executive networks, which supports the functional importance of these networks in early development. Disruption to these two networks might be best addressed by distinct intervention strategies.
url http://www.sciencedirect.com/science/article/pii/S2213158218300366
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