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A Pilot Study Investigating a Novel Non-Linear Measure of Eyes Open versus Eyes Closed EEG Synchronization in People with Alzheimer’s Disease and Healthy Controls
Background: The incidence of Alzheimer disease (AD) is increasing with the ageing population. The development of low cost non-invasive diagnostic aids for AD is a research priority. This pilot study investigated whether an approach based on a novel dynamic quantitative parametric EEG method could de...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6070980/ https://www.ncbi.nlm.nih.gov/pubmed/30018264 http://dx.doi.org/10.3390/brainsci8070134 |
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author | Blackburn, Daniel J. Zhao, Yifan De Marco, Matteo Bell, Simon M. He, Fei Wei, Hua-Liang Lawrence, Sarah Unwin, Zoe C. Blyth, Michelle Angel, Jenna Baster, Kathleen Farrow, Thomas F. D. Wilkinson, Iain D. Billings, Stephen A. Venneri, Annalena Sarrigiannis, Ptolemaios G. |
author_facet | Blackburn, Daniel J. Zhao, Yifan De Marco, Matteo Bell, Simon M. He, Fei Wei, Hua-Liang Lawrence, Sarah Unwin, Zoe C. Blyth, Michelle Angel, Jenna Baster, Kathleen Farrow, Thomas F. D. Wilkinson, Iain D. Billings, Stephen A. Venneri, Annalena Sarrigiannis, Ptolemaios G. |
author_sort | Blackburn, Daniel J. |
collection | PubMed |
description | Background: The incidence of Alzheimer disease (AD) is increasing with the ageing population. The development of low cost non-invasive diagnostic aids for AD is a research priority. This pilot study investigated whether an approach based on a novel dynamic quantitative parametric EEG method could detect abnormalities in people with AD. Methods: 20 patients with probable AD, 20 matched healthy controls (HC) and 4 patients with probable fronto temporal dementia (FTD) were included. All had detailed neuropsychology along with structural, resting state fMRI and EEG. EEG data were analyzed using the Error Reduction Ratio-causality (ERR-causality) test that can capture both linear and nonlinear interactions between different EEG recording areas. The 95% confidence intervals of EEG levels of bi-centroparietal synchronization were estimated for eyes open (EO) and eyes closed (EC) states. Results: In the EC state, AD patients and HC had very similar levels of bi-centro parietal synchronization; but in the EO resting state, patients with AD had significantly higher levels of synchronization (AD = 0.44; interquartile range (IQR) 0.41 vs. HC = 0.15; IQR 0.17, p < 0.0001). The EO/EC synchronization ratio, a measure of the dynamic changes between the two states, also showed significant differences between these two groups (AD ratio 0.78 versus HC ratio 0.37 p < 0.0001). EO synchronization was also significantly different between AD and FTD (FTD = 0.075; IQR 0.03, p < 0.0001). However, the EO/EC ratio was not informative in the FTD group due to very low levels of synchronization in both states (EO and EC). Conclusion: In this pilot work, resting state quantitative EEG shows significant differences between healthy controls and patients with AD. This approach has the potential to develop into a useful non-invasive and economical diagnostic aid in AD. |
format | Online Article Text |
id | pubmed-6070980 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-60709802018-08-09 A Pilot Study Investigating a Novel Non-Linear Measure of Eyes Open versus Eyes Closed EEG Synchronization in People with Alzheimer’s Disease and Healthy Controls Blackburn, Daniel J. Zhao, Yifan De Marco, Matteo Bell, Simon M. He, Fei Wei, Hua-Liang Lawrence, Sarah Unwin, Zoe C. Blyth, Michelle Angel, Jenna Baster, Kathleen Farrow, Thomas F. D. Wilkinson, Iain D. Billings, Stephen A. Venneri, Annalena Sarrigiannis, Ptolemaios G. Brain Sci Article Background: The incidence of Alzheimer disease (AD) is increasing with the ageing population. The development of low cost non-invasive diagnostic aids for AD is a research priority. This pilot study investigated whether an approach based on a novel dynamic quantitative parametric EEG method could detect abnormalities in people with AD. Methods: 20 patients with probable AD, 20 matched healthy controls (HC) and 4 patients with probable fronto temporal dementia (FTD) were included. All had detailed neuropsychology along with structural, resting state fMRI and EEG. EEG data were analyzed using the Error Reduction Ratio-causality (ERR-causality) test that can capture both linear and nonlinear interactions between different EEG recording areas. The 95% confidence intervals of EEG levels of bi-centroparietal synchronization were estimated for eyes open (EO) and eyes closed (EC) states. Results: In the EC state, AD patients and HC had very similar levels of bi-centro parietal synchronization; but in the EO resting state, patients with AD had significantly higher levels of synchronization (AD = 0.44; interquartile range (IQR) 0.41 vs. HC = 0.15; IQR 0.17, p < 0.0001). The EO/EC synchronization ratio, a measure of the dynamic changes between the two states, also showed significant differences between these two groups (AD ratio 0.78 versus HC ratio 0.37 p < 0.0001). EO synchronization was also significantly different between AD and FTD (FTD = 0.075; IQR 0.03, p < 0.0001). However, the EO/EC ratio was not informative in the FTD group due to very low levels of synchronization in both states (EO and EC). Conclusion: In this pilot work, resting state quantitative EEG shows significant differences between healthy controls and patients with AD. This approach has the potential to develop into a useful non-invasive and economical diagnostic aid in AD. MDPI 2018-07-17 /pmc/articles/PMC6070980/ /pubmed/30018264 http://dx.doi.org/10.3390/brainsci8070134 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Blackburn, Daniel J. Zhao, Yifan De Marco, Matteo Bell, Simon M. He, Fei Wei, Hua-Liang Lawrence, Sarah Unwin, Zoe C. Blyth, Michelle Angel, Jenna Baster, Kathleen Farrow, Thomas F. D. Wilkinson, Iain D. Billings, Stephen A. Venneri, Annalena Sarrigiannis, Ptolemaios G. A Pilot Study Investigating a Novel Non-Linear Measure of Eyes Open versus Eyes Closed EEG Synchronization in People with Alzheimer’s Disease and Healthy Controls |
title | A Pilot Study Investigating a Novel Non-Linear Measure of Eyes Open versus Eyes Closed EEG Synchronization in People with Alzheimer’s Disease and Healthy Controls |
title_full | A Pilot Study Investigating a Novel Non-Linear Measure of Eyes Open versus Eyes Closed EEG Synchronization in People with Alzheimer’s Disease and Healthy Controls |
title_fullStr | A Pilot Study Investigating a Novel Non-Linear Measure of Eyes Open versus Eyes Closed EEG Synchronization in People with Alzheimer’s Disease and Healthy Controls |
title_full_unstemmed | A Pilot Study Investigating a Novel Non-Linear Measure of Eyes Open versus Eyes Closed EEG Synchronization in People with Alzheimer’s Disease and Healthy Controls |
title_short | A Pilot Study Investigating a Novel Non-Linear Measure of Eyes Open versus Eyes Closed EEG Synchronization in People with Alzheimer’s Disease and Healthy Controls |
title_sort | pilot study investigating a novel non-linear measure of eyes open versus eyes closed eeg synchronization in people with alzheimer’s disease and healthy controls |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6070980/ https://www.ncbi.nlm.nih.gov/pubmed/30018264 http://dx.doi.org/10.3390/brainsci8070134 |
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