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Patterned functional network disruption in amyotrophic lateral sclerosis
Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease primarily affecting motor function, with additional evidence of extensive nonmotor involvement. Despite increasing recognition of the disease as a multisystem network disorder characterised by impaired connectivity, the p...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6852475/ https://www.ncbi.nlm.nih.gov/pubmed/31348605 http://dx.doi.org/10.1002/hbm.24740 |
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author | Dukic, Stefan McMackin, Roisin Buxo, Teresa Fasano, Antonio Chipika, Rangariroyashe Pinto‐Grau, Marta Costello, Emmet Schuster, Christina Hammond, Michaela Heverin, Mark Coffey, Amina Broderick, Michael Iyer, Parameswaran M. Mohr, Kieran Gavin, Brighid Pender, Niall Bede, Peter Muthuraman, Muthuraman Lalor, Edmund C. Hardiman, Orla Nasseroleslami, Bahman |
author_facet | Dukic, Stefan McMackin, Roisin Buxo, Teresa Fasano, Antonio Chipika, Rangariroyashe Pinto‐Grau, Marta Costello, Emmet Schuster, Christina Hammond, Michaela Heverin, Mark Coffey, Amina Broderick, Michael Iyer, Parameswaran M. Mohr, Kieran Gavin, Brighid Pender, Niall Bede, Peter Muthuraman, Muthuraman Lalor, Edmund C. Hardiman, Orla Nasseroleslami, Bahman |
author_sort | Dukic, Stefan |
collection | PubMed |
description | Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease primarily affecting motor function, with additional evidence of extensive nonmotor involvement. Despite increasing recognition of the disease as a multisystem network disorder characterised by impaired connectivity, the precise neuroelectric characteristics of impaired cortical communication remain to be fully elucidated. Here, we characterise changes in functional connectivity using beamformer source analysis on resting‐state electroencephalography recordings from 74 ALS patients and 47 age‐matched healthy controls. Spatiospectral characteristics of network changes in the ALS patient group were quantified by spectral power, amplitude envelope correlation (co‐modulation) and imaginary coherence (synchrony). We show patterns of decreased spectral power in the occipital and temporal (δ‐ to β‐band), lateral/orbitofrontal (δ‐ to θ‐band) and sensorimotor (β‐band) regions of the brain in patients with ALS. Furthermore, we show increased co‐modulation of neural oscillations in the central and posterior (δ‐, θ‐ and γ(l)‐band) and frontal (δ‐ and γ(l)‐band) regions, as well as decreased synchrony in the temporal and frontal (δ‐ to β‐band) and sensorimotor (β‐band) regions. Factorisation of these complex connectivity patterns reveals a distinct disruption of both motor and nonmotor networks. The observed changes in connectivity correlated with structural MRI changes, functional motor scores and cognitive scores. Characteristic patterned changes of cortical function in ALS signify widespread disease‐associated network disruption, pointing to extensive dysfunction of both motor and cognitive networks. These statistically robust findings, that correlate with clinical scores, provide a strong rationale for further development as biomarkers of network disruption for future clinical trials. |
format | Online Article Text |
id | pubmed-6852475 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-68524752019-11-20 Patterned functional network disruption in amyotrophic lateral sclerosis Dukic, Stefan McMackin, Roisin Buxo, Teresa Fasano, Antonio Chipika, Rangariroyashe Pinto‐Grau, Marta Costello, Emmet Schuster, Christina Hammond, Michaela Heverin, Mark Coffey, Amina Broderick, Michael Iyer, Parameswaran M. Mohr, Kieran Gavin, Brighid Pender, Niall Bede, Peter Muthuraman, Muthuraman Lalor, Edmund C. Hardiman, Orla Nasseroleslami, Bahman Hum Brain Mapp Research Articles Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease primarily affecting motor function, with additional evidence of extensive nonmotor involvement. Despite increasing recognition of the disease as a multisystem network disorder characterised by impaired connectivity, the precise neuroelectric characteristics of impaired cortical communication remain to be fully elucidated. Here, we characterise changes in functional connectivity using beamformer source analysis on resting‐state electroencephalography recordings from 74 ALS patients and 47 age‐matched healthy controls. Spatiospectral characteristics of network changes in the ALS patient group were quantified by spectral power, amplitude envelope correlation (co‐modulation) and imaginary coherence (synchrony). We show patterns of decreased spectral power in the occipital and temporal (δ‐ to β‐band), lateral/orbitofrontal (δ‐ to θ‐band) and sensorimotor (β‐band) regions of the brain in patients with ALS. Furthermore, we show increased co‐modulation of neural oscillations in the central and posterior (δ‐, θ‐ and γ(l)‐band) and frontal (δ‐ and γ(l)‐band) regions, as well as decreased synchrony in the temporal and frontal (δ‐ to β‐band) and sensorimotor (β‐band) regions. Factorisation of these complex connectivity patterns reveals a distinct disruption of both motor and nonmotor networks. The observed changes in connectivity correlated with structural MRI changes, functional motor scores and cognitive scores. Characteristic patterned changes of cortical function in ALS signify widespread disease‐associated network disruption, pointing to extensive dysfunction of both motor and cognitive networks. These statistically robust findings, that correlate with clinical scores, provide a strong rationale for further development as biomarkers of network disruption for future clinical trials. John Wiley & Sons, Inc. 2019-07-26 /pmc/articles/PMC6852475/ /pubmed/31348605 http://dx.doi.org/10.1002/hbm.24740 Text en © 2019 The Authors. Human Brain Mapping published by Wiley Periodicals, Inc. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Dukic, Stefan McMackin, Roisin Buxo, Teresa Fasano, Antonio Chipika, Rangariroyashe Pinto‐Grau, Marta Costello, Emmet Schuster, Christina Hammond, Michaela Heverin, Mark Coffey, Amina Broderick, Michael Iyer, Parameswaran M. Mohr, Kieran Gavin, Brighid Pender, Niall Bede, Peter Muthuraman, Muthuraman Lalor, Edmund C. Hardiman, Orla Nasseroleslami, Bahman Patterned functional network disruption in amyotrophic lateral sclerosis |
title | Patterned functional network disruption in amyotrophic lateral sclerosis |
title_full | Patterned functional network disruption in amyotrophic lateral sclerosis |
title_fullStr | Patterned functional network disruption in amyotrophic lateral sclerosis |
title_full_unstemmed | Patterned functional network disruption in amyotrophic lateral sclerosis |
title_short | Patterned functional network disruption in amyotrophic lateral sclerosis |
title_sort | patterned functional network disruption in amyotrophic lateral sclerosis |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6852475/ https://www.ncbi.nlm.nih.gov/pubmed/31348605 http://dx.doi.org/10.1002/hbm.24740 |
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