Age-related differences in network structure and dynamic synchrony of cognitive control

Cognitive trajectories vary greatly across older individuals, and the neural mechanisms underlying these differences remain poorly understood. Here, we investigate the cognitive variability in older adults by linking the influence of white matter microstructure on the task-related organization of fa...

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Published inNeuroImage (Orlando, Fla.) Vol. 236; p. 118070
Main Authors Hinault, T., Mijalkov, M., Pereira, J.B., Volpe, Giovanni, Bakke, A., Courtney, S.M.
Format Journal Article
LanguageEnglish
Published United States Elsevier Inc 01.08.2021
Elsevier Limited
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Abstract Cognitive trajectories vary greatly across older individuals, and the neural mechanisms underlying these differences remain poorly understood. Here, we investigate the cognitive variability in older adults by linking the influence of white matter microstructure on the task-related organization of fast and effective communications between brain regions. Using diffusion tensor imaging and electroencephalography, we show that individual differences in white matter network organization are associated with network clustering and efficiency in the alpha and high-gamma bands, and that functional network dynamics partly explain individual differences in cognitive control performance in older adults. We show that older individuals with high versus low structural network clustering differ in task-related network dynamics and cognitive performance. These findings were corroborated by investigating magnetoencephalography networks in an independent dataset. This multimodal (fMRI and biological markers) brain connectivity framework of individual differences provides a holistic account of how differences in white matter microstructure underlie age-related variability in dynamic network organization and cognitive performance.
AbstractList Cognitive trajectories vary greatly across older individuals, and the neural mechanisms underlying these differences remain poorly understood. Here, we investigate the cognitive variability in older adults by linking the influence of white matter microstructure on the task-related organization of fast and effective communications between brain regions. Using diffusion tensor imaging and electroencephalography, we show that individual differences in white matter network organization are associated with network clustering and efficiency in the alpha and high-gamma bands, and that functional network dynamics partly explain individual differences in cognitive control performance in older adults. We show that older individuals with high versus low structural network clustering differ in task-related network dynamics and cognitive performance. These findings were corroborated by investigating magnetoencephalography networks in an independent dataset. This multimodal (fMRI and biological markers) brain connectivity framework of individual differences provides a holistic account of how differences in white matter microstructure underlie age-related variability in dynamic network organization and cognitive performance.
Cognitive trajectories vary greatly across older individuals, and the neural mechanisms underlying these differences remain poorly understood. Here, we investigate the cognitive variability in older adults by linking the influence of white matter microstructure on the task-related organization of fast and effective communications between brain regions. Using diffusion tensor imaging and electroencephalography, we show that individual differences in white matter network organization are associated with network clustering and efficiency in the alpha and high-gamma bands, and that functional network dynamics partly explain individual differences in cognitive control performance in older adults. We show that older individuals with high versus low structural network clustering differ in task-related network dynamics and cognitive performance. These findings were corroborated by investigating magnetoencephalography networks in an independent dataset. This multimodal (fMRI and biological markers) brain connectivity framework of individual differences provides a holistic account of how differences in white matter microstructure underlie age-related variability in dynamic network organization and cognitive performance. Copyright © 2021. Published by Elsevier Inc.
ArticleNumber 118070
Author Hinault, T.
Volpe, Giovanni
Pereira, J.B.
Bakke, A.
Courtney, S.M.
Mijalkov, M.
Author_xml – sequence: 1
  givenname: T.
  orcidid: 0000-0001-9939-0640
  surname: Hinault
  fullname: Hinault, T.
  email: thomas.hinault@inserm.fr
  organization: U1077 Inserm-Ephe-unicaen, Caen 14032, France
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  givenname: M.
  orcidid: 0000-0002-9844-4413
  surname: Mijalkov
  fullname: Mijalkov, M.
  organization: Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm 17177, Sweden
– sequence: 3
  givenname: J.B.
  surname: Pereira
  fullname: Pereira, J.B.
  organization: Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm 17177, Sweden
– sequence: 4
  givenname: Giovanni
  orcidid: 0000-0001-5057-1846
  surname: Volpe
  fullname: Volpe, Giovanni
  organization: Department of Physics, Goteborg University, Goteborg 41296, Sweden
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  givenname: A.
  surname: Bakke
  fullname: Bakke, A.
  organization: Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD 21287, United States
– sequence: 6
  givenname: S.M.
  surname: Courtney
  fullname: Courtney, S.M.
  organization: Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD 21218, United States
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Keywords Aging
DTI
fMRI
Brain connectivity
M/EEG
Cognitive control
Language English
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Copyright © 2021. Published by Elsevier Inc.
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Snippet Cognitive trajectories vary greatly across older individuals, and the neural mechanisms underlying these differences remain poorly understood. Here, we...
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SubjectTerms Age
aged
Aging
Basic Medicine
Biomarkers
Brain
Brain connectivity
Brain mapping
brain region
Cognition & reasoning
Cognitive ability
Cognitive control
controlled study
diffusion tensor imaging
DTI
EEG
Efficiency
electroencephalogram
Electroencephalography
executive function
female
fMRI
Functional magnetic resonance imaging
Fysik
human
human experiment
Investigations
M/EEG
Magnetic resonance imaging
Magnetoencephalography
male
Medical and Health Sciences
Medicin och hälsovetenskap
Medicinska och farmaceutiska grundvetenskaper
Memory
Multiplication & division
Neural networks
Neuroimaging
Neurosciences
Neurovetenskaper
Older people
Performance evaluation
Physical Sciences
Substantia alba
task positive network
white matter
Young adults
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Title Age-related differences in network structure and dynamic synchrony of cognitive control
URI https://dx.doi.org/10.1016/j.neuroimage.2021.118070
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