Directed functional connectivity of the default-mode-network of young and older healthy subjects
Alterations in the default mode network (DMN) are associated with aging. We assessed age-dependent changes of DMN interactions and correlations with a battery of neuropsychological tests, to understand the differences of DMN directed connectivity between young and older subjects. Using a novel multi...
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Published in | Scientific reports Vol. 14; no. 1; pp. 4304 - 14 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
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London
Nature Publishing Group UK
21.02.2024
Nature Publishing Group Nature Portfolio |
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Abstract | Alterations in the default mode network (DMN) are associated with aging. We assessed age-dependent changes of DMN interactions and correlations with a battery of neuropsychological tests, to understand the differences of DMN directed connectivity between young and older subjects. Using a novel multivariate analysis method on resting-state functional MRI data from fifty young and thirty-one healthy older subjects, we calculated intra- and inter-DMN 4-nodes directed pathways. For the old subject group, we calculated the partial correlations of inter-DMN pathways with: psychomotor speed and working memory, executive function, language, long-term memory and visuospatial function. Pathways connecting the DMN with visual and limbic regions in older subjects engaged at BOLD low frequency and involved the dorsal posterior cingulate cortex (PCC), whereas in young subjects, they were at high frequency and involved the ventral PCC. Pathways combining the sensorimotor (SM) cortex and the DMN, were SM efferent in the young subjects and SM afferent in the older subjects. Most DMN efferent pathways correlated with reduced speed and working memory. We suggest that the reduced sensorimotor efferent and the increased need to control such activities, cause a higher dependency on external versus internal cues thus suggesting how physical activity might slow aging. |
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AbstractList | Abstract Alterations in the default mode network (DMN) are associated with aging. We assessed age-dependent changes of DMN interactions and correlations with a battery of neuropsychological tests, to understand the differences of DMN directed connectivity between young and older subjects. Using a novel multivariate analysis method on resting-state functional MRI data from fifty young and thirty-one healthy older subjects, we calculated intra- and inter-DMN 4-nodes directed pathways. For the old subject group, we calculated the partial correlations of inter-DMN pathways with: psychomotor speed and working memory, executive function, language, long-term memory and visuospatial function. Pathways connecting the DMN with visual and limbic regions in older subjects engaged at BOLD low frequency and involved the dorsal posterior cingulate cortex (PCC), whereas in young subjects, they were at high frequency and involved the ventral PCC. Pathways combining the sensorimotor (SM) cortex and the DMN, were SM efferent in the young subjects and SM afferent in the older subjects. Most DMN efferent pathways correlated with reduced speed and working memory. We suggest that the reduced sensorimotor efferent and the increased need to control such activities, cause a higher dependency on external versus internal cues thus suggesting how physical activity might slow aging. Alterations in the default mode network (DMN) are associated with aging. We assessed age-dependent changes of DMN interactions and correlations with a battery of neuropsychological tests, to understand the differences of DMN directed connectivity between young and older subjects. Using a novel multivariate analysis method on resting-state functional MRI data from fifty young and thirty-one healthy older subjects, we calculated intra- and inter-DMN 4-nodes directed pathways. For the old subject group, we calculated the partial correlations of inter-DMN pathways with: psychomotor speed and working memory, executive function, language, long-term memory and visuospatial function. Pathways connecting the DMN with visual and limbic regions in older subjects engaged at BOLD low frequency and involved the dorsal posterior cingulate cortex (PCC), whereas in young subjects, they were at high frequency and involved the ventral PCC. Pathways combining the sensorimotor (SM) cortex and the DMN, were SM efferent in the young subjects and SM afferent in the older subjects. Most DMN efferent pathways correlated with reduced speed and working memory. We suggest that the reduced sensorimotor efferent and the increased need to control such activities, cause a higher dependency on external versus internal cues thus suggesting how physical activity might slow aging. Alterations in the default mode network (DMN) are associated with aging. We assessed age-dependent changes of DMN interactions and correlations with a battery of neuropsychological tests, to understand the differences of DMN directed connectivity between young and older subjects. Using a novel multivariate analysis method on resting-state functional MRI data from fifty young and thirty-one healthy older subjects, we calculated intra- and inter-DMN 4-nodes directed pathways. For the old subject group, we calculated the partial correlations of inter-DMN pathways with: psychomotor speed and working memory, executive function, language, long-term memory and visuospatial function. Pathways connecting the DMN with visual and limbic regions in older subjects engaged at BOLD low frequency and involved the dorsal posterior cingulate cortex (PCC), whereas in young subjects, they were at high frequency and involved the ventral PCC. Pathways combining the sensorimotor (SM) cortex and the DMN, were SM efferent in the young subjects and SM afferent in the older subjects. Most DMN efferent pathways correlated with reduced speed and working memory. We suggest that the reduced sensorimotor efferent and the increased need to control such activities, cause a higher dependency on external versus internal cues thus suggesting how physical activity might slow aging.Alterations in the default mode network (DMN) are associated with aging. We assessed age-dependent changes of DMN interactions and correlations with a battery of neuropsychological tests, to understand the differences of DMN directed connectivity between young and older subjects. Using a novel multivariate analysis method on resting-state functional MRI data from fifty young and thirty-one healthy older subjects, we calculated intra- and inter-DMN 4-nodes directed pathways. For the old subject group, we calculated the partial correlations of inter-DMN pathways with: psychomotor speed and working memory, executive function, language, long-term memory and visuospatial function. Pathways connecting the DMN with visual and limbic regions in older subjects engaged at BOLD low frequency and involved the dorsal posterior cingulate cortex (PCC), whereas in young subjects, they were at high frequency and involved the ventral PCC. Pathways combining the sensorimotor (SM) cortex and the DMN, were SM efferent in the young subjects and SM afferent in the older subjects. Most DMN efferent pathways correlated with reduced speed and working memory. We suggest that the reduced sensorimotor efferent and the increased need to control such activities, cause a higher dependency on external versus internal cues thus suggesting how physical activity might slow aging. |
ArticleNumber | 4304 |
Author | Ekstein, Dana Dan, Rotem Jech, Robert Bezdicek, Ondrej Goelman, Gadi |
Author_xml | – sequence: 1 givenname: Gadi surname: Goelman fullname: Goelman, Gadi email: gadig@hadassah.org.il organization: Department of Neurology, Ginges Center of Neurogenetics, Hadassah Hebrew University Medical Center, Faculty of Medicine, The Hebrew University of Jerusalem – sequence: 2 givenname: Rotem surname: Dan fullname: Dan, Rotem organization: Department of Neurology, Ginges Center of Neurogenetics, Hadassah Hebrew University Medical Center, Edmond and Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem – sequence: 3 givenname: Ondrej surname: Bezdicek fullname: Bezdicek, Ondrej organization: Department of Neurology and Center of Clinical Neuroscience, Charles University – sequence: 4 givenname: Robert surname: Jech fullname: Jech, Robert organization: Department of Neurology and Center of Clinical Neuroscience, Charles University – sequence: 5 givenname: Dana surname: Ekstein fullname: Ekstein, Dana organization: Department of Neurology, Ginges Center of Neurogenetics, Hadassah Hebrew University Medical Center, Faculty of Medicine, The Hebrew University of Jerusalem |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/38383579$$D View this record in MEDLINE/PubMed |
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Keywords | Aging Default mode network Multivariate analysis Neuropsychological tests Directed functional connectivity MRI |
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Snippet | Alterations in the default mode network (DMN) are associated with aging. We assessed age-dependent changes of DMN interactions and correlations with a battery... Abstract Alterations in the default mode network (DMN) are associated with aging. We assessed age-dependent changes of DMN interactions and correlations with a... |
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SubjectTerms | 631/378/2611 631/378/2612 631/378/2629 631/378/3920 692/617 Aged Aging Alzheimer's disease Brain - diagnostic imaging Brain Mapping - methods Cortex (cingulate) Default mode network Directed functional connectivity MRI Executive function Functional magnetic resonance imaging Healthy Volunteers Humanities and Social Sciences Humans Long term memory Magnetic resonance imaging Magnetic Resonance Imaging - methods Memory Memory, Short-Term multidisciplinary Multivariate analysis Neural networks Neural Pathways Neuropsychological tests Neuropsychology Physical activity Science Science (multidisciplinary) Sensory neurons Short term memory Somatosensory cortex Spatial memory |
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Title | Directed functional connectivity of the default-mode-network of young and older healthy subjects |
URI | https://link.springer.com/article/10.1038/s41598-024-54802-6 https://www.ncbi.nlm.nih.gov/pubmed/38383579 https://www.proquest.com/docview/2929311685 https://www.proquest.com/docview/2930473586 https://pubmed.ncbi.nlm.nih.gov/PMC10881992 https://doaj.org/article/88e1cbd3b2a34392b5620b4820ef7334 |
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