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 in | NeuroImage (Orlando, Fla.) Vol. 236; p. 118070 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
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01.08.2021
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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. |
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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 – sequence: 2 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 – sequence: 5 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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CitedBy_id | crossref_primary_10_1093_braincomms_fcac228 crossref_primary_10_1016_j_nbas_2023_100105 crossref_primary_10_3389_fnhum_2021_721206 crossref_primary_10_1007_s11571_022_09868_1 crossref_primary_10_1016_j_pneurobio_2021_102076 crossref_primary_10_1093_cercor_bhac319 crossref_primary_10_1038_s42003_024_05927_x crossref_primary_10_1016_j_neuroimage_2022_119547 crossref_primary_10_3389_fpsyg_2022_861973 crossref_primary_10_1111_acel_13898 |
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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 |
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