Theta-Gamma Coupling and Working Memory in Alzheimer’s Dementia and Mild Cognitive Impairment

Working memory deficits are common among individuals with Alzheimer’s dementia (AD) or mild cognitive impairment (MCI). Yet, little is known about the mechanisms underlying these deficits. Theta-gamma coupling—the modulation of high-frequency gamma oscillations by low-frequency theta oscillations—is...

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Published in:Frontiers in Aging Neuroscience
Main Authors: Michelle S. Goodman, Sanjeev Kumar, Reza Zomorrodi, Zaid Ghazala, Amay S. M. Cheam, Mera S. Barr, Zafiris J. Daskalakis, Daniel M. Blumberger, Corinne Fischer, Alastair Flint, Linda Mah, Nathan Herrmann, Christopher R. Bowie, Benoit H. Mulsant, Tarek K. Rajji
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-04-01
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Online Access:http://journal.frontiersin.org/article/10.3389/fnagi.2018.00101/full
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author Michelle S. Goodman
Michelle S. Goodman
Sanjeev Kumar
Sanjeev Kumar
Sanjeev Kumar
Reza Zomorrodi
Reza Zomorrodi
Zaid Ghazala
Zaid Ghazala
Zaid Ghazala
Zaid Ghazala
Amay S. M. Cheam
Amay S. M. Cheam
Mera S. Barr
Mera S. Barr
Mera S. Barr
Zafiris J. Daskalakis
Zafiris J. Daskalakis
Zafiris J. Daskalakis
Daniel M. Blumberger
Daniel M. Blumberger
Daniel M. Blumberger
Daniel M. Blumberger
Corinne Fischer
Corinne Fischer
Alastair Flint
Alastair Flint
Linda Mah
Linda Mah
Nathan Herrmann
Nathan Herrmann
Christopher R. Bowie
Christopher R. Bowie
Benoit H. Mulsant
Benoit H. Mulsant
Benoit H. Mulsant
Benoit H. Mulsant
Tarek K. Rajji
Tarek K. Rajji
Tarek K. Rajji
Tarek K. Rajji
author_facet Michelle S. Goodman
Michelle S. Goodman
Sanjeev Kumar
Sanjeev Kumar
Sanjeev Kumar
Reza Zomorrodi
Reza Zomorrodi
Zaid Ghazala
Zaid Ghazala
Zaid Ghazala
Zaid Ghazala
Amay S. M. Cheam
Amay S. M. Cheam
Mera S. Barr
Mera S. Barr
Mera S. Barr
Zafiris J. Daskalakis
Zafiris J. Daskalakis
Zafiris J. Daskalakis
Daniel M. Blumberger
Daniel M. Blumberger
Daniel M. Blumberger
Daniel M. Blumberger
Corinne Fischer
Corinne Fischer
Alastair Flint
Alastair Flint
Linda Mah
Linda Mah
Nathan Herrmann
Nathan Herrmann
Christopher R. Bowie
Christopher R. Bowie
Benoit H. Mulsant
Benoit H. Mulsant
Benoit H. Mulsant
Benoit H. Mulsant
Tarek K. Rajji
Tarek K. Rajji
Tarek K. Rajji
Tarek K. Rajji
author_sort Michelle S. Goodman
collection DOAJ
container_title Frontiers in Aging Neuroscience
description Working memory deficits are common among individuals with Alzheimer’s dementia (AD) or mild cognitive impairment (MCI). Yet, little is known about the mechanisms underlying these deficits. Theta-gamma coupling—the modulation of high-frequency gamma oscillations by low-frequency theta oscillations—is a neurophysiologic process underlying working memory. We assessed the relationship between theta-gamma coupling and working memory deficits in AD and MCI. We hypothesized that: (1) individuals with AD would display the most significant working memory impairments followed by MCI and finally healthy control (HC) participants; and (2) there would be a significant association between working memory performance and theta-gamma coupling across all participants. Ninety-eight participants completed the N-back working memory task during an electroencephalography (EEG) recording: 33 with AD (mean ± SD age: 76.5 ± 6.2), 34 with MCI (mean ± SD age: 74.8 ± 5.9) and 31 HCs (mean ± SD age: 73.5 ± 5.2). AD participants performed significantly worse than control and MCI participants on the 1- and 2-back conditions. Regarding theta-gamma coupling, AD participants demonstrated the lowest level of coupling followed by the MCI and finally control participants on the 2-back condition. Finally, a linear regression analysis demonstrated that theta-gamma coupling (β = 0.69, p < 0.001) was the most significant predictor of 2-back performance. Our results provide evidence for a relationship between altered theta-gamma coupling and working memory deficits in individuals with AD and MCI. They also provide insight into a potential mechanism underlying working memory impairments in these individuals.
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spelling doaj-art-148d4d7aa7d4498fad2fc2f35f8f3a672025-08-19T21:05:44ZengFrontiers Media S.A.Frontiers in Aging Neuroscience1663-43652018-04-011010.3389/fnagi.2018.00101355139Theta-Gamma Coupling and Working Memory in Alzheimer’s Dementia and Mild Cognitive ImpairmentMichelle S. Goodman0Michelle S. Goodman1Sanjeev Kumar2Sanjeev Kumar3Sanjeev Kumar4Reza Zomorrodi5Reza Zomorrodi6Zaid Ghazala7Zaid Ghazala8Zaid Ghazala9Zaid Ghazala10Amay S. M. Cheam11Amay S. M. Cheam12Mera S. Barr13Mera S. Barr14Mera S. Barr15Zafiris J. Daskalakis16Zafiris J. Daskalakis17Zafiris J. Daskalakis18Daniel M. Blumberger19Daniel M. Blumberger20Daniel M. Blumberger21Daniel M. Blumberger22Corinne Fischer23Corinne Fischer24Alastair Flint25Alastair Flint26Linda Mah27Linda Mah28Nathan Herrmann29Nathan Herrmann30Christopher R. Bowie31Christopher R. Bowie32Benoit H. Mulsant33Benoit H. Mulsant34Benoit H. Mulsant35Benoit H. Mulsant36Tarek K. Rajji37Tarek K. Rajji38Tarek K. Rajji39Tarek K. Rajji40Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, CanadaTemerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto, ON, CanadaCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, CanadaTemerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto, ON, CanadaGeriatric Psychiatry Division, Centre for Addiction and Mental Health, Toronto, ON, CanadaCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, CanadaTemerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto, ON, CanadaCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, CanadaTemerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto, ON, CanadaGeriatric Psychiatry Division, Centre for Addiction and Mental Health, Toronto, ON, CanadaDepartment of Psychiatry, University of Toronto, Toronto, ON, CanadaCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, CanadaTemerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto, ON, CanadaCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, CanadaTemerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto, ON, CanadaDepartment of Psychiatry, University of Toronto, Toronto, ON, CanadaCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, CanadaTemerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto, ON, CanadaDepartment of Psychiatry, University of Toronto, Toronto, ON, CanadaCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, CanadaTemerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto, ON, CanadaGeriatric Psychiatry Division, Centre for Addiction and Mental Health, Toronto, ON, CanadaDepartment of Psychiatry, University of Toronto, Toronto, ON, CanadaDepartment of Psychiatry, University of Toronto, Toronto, ON, CanadaKeenan Research Centre for Biomedical Science, St. Michael’s Hospital, Toronto, ON, CanadaDepartment of Psychiatry, University of Toronto, Toronto, ON, CanadaCentre for Mental Health, University Health Network, Toronto, ON, CanadaDepartment of Psychiatry, University of Toronto, Toronto, ON, CanadaRotman Research Institute, Baycrest Health Sciences Centre, Toronto, ON, CanadaDepartment of Psychiatry, University of Toronto, Toronto, ON, CanadaSunnybrook Health Sciences Centre, Toronto, ON, CanadaCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, CanadaGeriatric Psychiatry Division, Centre for Addiction and Mental Health, Toronto, ON, CanadaCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, CanadaTemerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto, ON, CanadaGeriatric Psychiatry Division, Centre for Addiction and Mental Health, Toronto, ON, CanadaDepartment of Psychiatry, University of Toronto, Toronto, ON, CanadaCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, CanadaTemerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto, ON, CanadaGeriatric Psychiatry Division, Centre for Addiction and Mental Health, Toronto, ON, CanadaDepartment of Psychiatry, University of Toronto, Toronto, ON, CanadaWorking memory deficits are common among individuals with Alzheimer’s dementia (AD) or mild cognitive impairment (MCI). Yet, little is known about the mechanisms underlying these deficits. Theta-gamma coupling—the modulation of high-frequency gamma oscillations by low-frequency theta oscillations—is a neurophysiologic process underlying working memory. We assessed the relationship between theta-gamma coupling and working memory deficits in AD and MCI. We hypothesized that: (1) individuals with AD would display the most significant working memory impairments followed by MCI and finally healthy control (HC) participants; and (2) there would be a significant association between working memory performance and theta-gamma coupling across all participants. Ninety-eight participants completed the N-back working memory task during an electroencephalography (EEG) recording: 33 with AD (mean ± SD age: 76.5 ± 6.2), 34 with MCI (mean ± SD age: 74.8 ± 5.9) and 31 HCs (mean ± SD age: 73.5 ± 5.2). AD participants performed significantly worse than control and MCI participants on the 1- and 2-back conditions. Regarding theta-gamma coupling, AD participants demonstrated the lowest level of coupling followed by the MCI and finally control participants on the 2-back condition. Finally, a linear regression analysis demonstrated that theta-gamma coupling (β = 0.69, p < 0.001) was the most significant predictor of 2-back performance. Our results provide evidence for a relationship between altered theta-gamma coupling and working memory deficits in individuals with AD and MCI. They also provide insight into a potential mechanism underlying working memory impairments in these individuals.http://journal.frontiersin.org/article/10.3389/fnagi.2018.00101/fullmild cognitive impairmentAlzheimer’s dementiaelectroencephalographyneural oscillationstheta-gamma couplingworking memory
spellingShingle Michelle S. Goodman
Michelle S. Goodman
Sanjeev Kumar
Sanjeev Kumar
Sanjeev Kumar
Reza Zomorrodi
Reza Zomorrodi
Zaid Ghazala
Zaid Ghazala
Zaid Ghazala
Zaid Ghazala
Amay S. M. Cheam
Amay S. M. Cheam
Mera S. Barr
Mera S. Barr
Mera S. Barr
Zafiris J. Daskalakis
Zafiris J. Daskalakis
Zafiris J. Daskalakis
Daniel M. Blumberger
Daniel M. Blumberger
Daniel M. Blumberger
Daniel M. Blumberger
Corinne Fischer
Corinne Fischer
Alastair Flint
Alastair Flint
Linda Mah
Linda Mah
Nathan Herrmann
Nathan Herrmann
Christopher R. Bowie
Christopher R. Bowie
Benoit H. Mulsant
Benoit H. Mulsant
Benoit H. Mulsant
Benoit H. Mulsant
Tarek K. Rajji
Tarek K. Rajji
Tarek K. Rajji
Tarek K. Rajji
Theta-Gamma Coupling and Working Memory in Alzheimer’s Dementia and Mild Cognitive Impairment
mild cognitive impairment
Alzheimer’s dementia
electroencephalography
neural oscillations
theta-gamma coupling
working memory
title Theta-Gamma Coupling and Working Memory in Alzheimer’s Dementia and Mild Cognitive Impairment
title_full Theta-Gamma Coupling and Working Memory in Alzheimer’s Dementia and Mild Cognitive Impairment
title_fullStr Theta-Gamma Coupling and Working Memory in Alzheimer’s Dementia and Mild Cognitive Impairment
title_full_unstemmed Theta-Gamma Coupling and Working Memory in Alzheimer’s Dementia and Mild Cognitive Impairment
title_short Theta-Gamma Coupling and Working Memory in Alzheimer’s Dementia and Mild Cognitive Impairment
title_sort theta gamma coupling and working memory in alzheimer s dementia and mild cognitive impairment
topic mild cognitive impairment
Alzheimer’s dementia
electroencephalography
neural oscillations
theta-gamma coupling
working memory
url http://journal.frontiersin.org/article/10.3389/fnagi.2018.00101/full
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