Disrupted global metastability and static and dynamic brain connectivity across individuals in the Alzheimer’s disease continuum
As findings on the neuropathological and behavioral components of Alzheimer’s disease (AD) continue to accrue, converging evidence suggests that macroscale brain functional disruptions may mediate their association. Recent developments on theoretical neuroscience indicate that instantaneous patterns...
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creator | Córdova-Palomera, Aldo Kaufmann, Tobias Persson, Karin Alnæs, Dag Doan, Nhat Trung Moberget, Torgeir Lund, Martina Jonette Barca, Maria Lage Engvig, Andreas Brækhus, Anne Engedal, Knut Andreassen, Ole A. Selbæk, Geir Westlye, Lars T. |
description | As findings on the neuropathological and behavioral components of Alzheimer’s disease (AD) continue to accrue, converging evidence suggests that macroscale brain functional disruptions may mediate their association. Recent developments on theoretical neuroscience indicate that instantaneous patterns of brain connectivity and metastability may be a key mechanism in neural communication underlying cognitive performance. However, the potential significance of these patterns across the AD spectrum remains virtually unexplored. We assessed the clinical sensitivity of static and dynamic functional brain disruptions across the AD spectrum using resting-state fMRI in a sample consisting of AD patients (n = 80) and subjects with either mild (n = 44) or subjective (n = 26) cognitive impairment (MCI, SCI). Spatial maps constituting the nodes in the functional brain network and their associated time-series were estimated using spatial group independent component analysis and dual regression, and whole-brain oscillatory activity was analyzed both globally (metastability) and locally (static and dynamic connectivity). Instantaneous phase metrics showed functional coupling alterations in AD compared to MCI and SCI, both static (putamen, dorsal and default-mode) and dynamic (temporal, frontal-superior and default-mode), along with decreased global metastability. The results suggest that brains of AD patients display altered oscillatory patterns, in agreement with theoretical premises on cognitive dynamics. |
doi_str_mv | 10.1038/srep40268 |
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Recent developments on theoretical neuroscience indicate that instantaneous patterns of brain connectivity and metastability may be a key mechanism in neural communication underlying cognitive performance. However, the potential significance of these patterns across the AD spectrum remains virtually unexplored. We assessed the clinical sensitivity of static and dynamic functional brain disruptions across the AD spectrum using resting-state fMRI in a sample consisting of AD patients (n = 80) and subjects with either mild (n = 44) or subjective (n = 26) cognitive impairment (MCI, SCI). Spatial maps constituting the nodes in the functional brain network and their associated time-series were estimated using spatial group independent component analysis and dual regression, and whole-brain oscillatory activity was analyzed both globally (metastability) and locally (static and dynamic connectivity). Instantaneous phase metrics showed functional coupling alterations in AD compared to MCI and SCI, both static (putamen, dorsal and default-mode) and dynamic (temporal, frontal-superior and default-mode), along with decreased global metastability. The results suggest that brains of AD patients display altered oscillatory patterns, in agreement with theoretical premises on cognitive dynamics.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/srep40268</identifier><identifier>PMID: 28074926</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>59/57 ; 631/378/116/1925 ; 692/308/575 ; Aged ; Alzheimer Disease - physiopathology ; Alzheimer's disease ; Brain ; Brain - physiopathology ; Brain Mapping ; Cognitive ability ; Cognitive Dysfunction - physiopathology ; Computational neuroscience ; Cross-Sectional Studies ; Female ; Functional magnetic resonance imaging ; Humanities and Social Sciences ; Humans ; Magnetic Resonance Imaging ; Male ; Middle Aged ; multidisciplinary ; Nervous system ; Neural networks ; Neural Pathways - physiopathology ; Neurodegenerative diseases ; Nodes ; Putamen ; Science ; Spatial analysis</subject><ispartof>Scientific reports, 2017-01, Vol.7 (1), p.40268-40268, Article 40268</ispartof><rights>The Author(s) 2017</rights><rights>Copyright Nature Publishing Group Jan 2017</rights><rights>info:eu-repo/semantics/openAccess</rights><rights>Copyright © 2017, The Author(s) 2017 The Author(s)</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c528t-19955385123ead95c88e819f5f9a3f763a454c37717d1000a1cd03751889e52d3</citedby><cites>FETCH-LOGICAL-c528t-19955385123ead95c88e819f5f9a3f763a454c37717d1000a1cd03751889e52d3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5225495/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5225495/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,26544,27901,27902,41096,42165,51551,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28074926$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Córdova-Palomera, Aldo</creatorcontrib><creatorcontrib>Kaufmann, Tobias</creatorcontrib><creatorcontrib>Persson, Karin</creatorcontrib><creatorcontrib>Alnæs, Dag</creatorcontrib><creatorcontrib>Doan, Nhat Trung</creatorcontrib><creatorcontrib>Moberget, Torgeir</creatorcontrib><creatorcontrib>Lund, Martina Jonette</creatorcontrib><creatorcontrib>Barca, Maria Lage</creatorcontrib><creatorcontrib>Engvig, Andreas</creatorcontrib><creatorcontrib>Brækhus, Anne</creatorcontrib><creatorcontrib>Engedal, Knut</creatorcontrib><creatorcontrib>Andreassen, Ole A.</creatorcontrib><creatorcontrib>Selbæk, Geir</creatorcontrib><creatorcontrib>Westlye, Lars T.</creatorcontrib><title>Disrupted global metastability and static and dynamic brain connectivity across individuals in the Alzheimer’s disease continuum</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>As findings on the neuropathological and behavioral components of Alzheimer’s disease (AD) continue to accrue, converging evidence suggests that macroscale brain functional disruptions may mediate their association. Recent developments on theoretical neuroscience indicate that instantaneous patterns of brain connectivity and metastability may be a key mechanism in neural communication underlying cognitive performance. However, the potential significance of these patterns across the AD spectrum remains virtually unexplored. We assessed the clinical sensitivity of static and dynamic functional brain disruptions across the AD spectrum using resting-state fMRI in a sample consisting of AD patients (n = 80) and subjects with either mild (n = 44) or subjective (n = 26) cognitive impairment (MCI, SCI). Spatial maps constituting the nodes in the functional brain network and their associated time-series were estimated using spatial group independent component analysis and dual regression, and whole-brain oscillatory activity was analyzed both globally (metastability) and locally (static and dynamic connectivity). Instantaneous phase metrics showed functional coupling alterations in AD compared to MCI and SCI, both static (putamen, dorsal and default-mode) and dynamic (temporal, frontal-superior and default-mode), along with decreased global metastability. The results suggest that brains of AD patients display altered oscillatory patterns, in agreement with theoretical premises on cognitive dynamics.</description><subject>59/57</subject><subject>631/378/116/1925</subject><subject>692/308/575</subject><subject>Aged</subject><subject>Alzheimer Disease - physiopathology</subject><subject>Alzheimer's disease</subject><subject>Brain</subject><subject>Brain - physiopathology</subject><subject>Brain Mapping</subject><subject>Cognitive ability</subject><subject>Cognitive Dysfunction - physiopathology</subject><subject>Computational neuroscience</subject><subject>Cross-Sectional Studies</subject><subject>Female</subject><subject>Functional magnetic resonance imaging</subject><subject>Humanities and Social Sciences</subject><subject>Humans</subject><subject>Magnetic Resonance Imaging</subject><subject>Male</subject><subject>Middle Aged</subject><subject>multidisciplinary</subject><subject>Nervous system</subject><subject>Neural networks</subject><subject>Neural Pathways - 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Academic</collection><collection>NORA - Norwegian Open Research Archives</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Córdova-Palomera, Aldo</au><au>Kaufmann, Tobias</au><au>Persson, Karin</au><au>Alnæs, Dag</au><au>Doan, Nhat Trung</au><au>Moberget, Torgeir</au><au>Lund, Martina Jonette</au><au>Barca, Maria Lage</au><au>Engvig, Andreas</au><au>Brækhus, Anne</au><au>Engedal, Knut</au><au>Andreassen, Ole A.</au><au>Selbæk, Geir</au><au>Westlye, Lars T.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Disrupted global metastability and static and dynamic brain connectivity across individuals in the Alzheimer’s disease continuum</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2017-01-11</date><risdate>2017</risdate><volume>7</volume><issue>1</issue><spage>40268</spage><epage>40268</epage><pages>40268-40268</pages><artnum>40268</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>As findings on the neuropathological and behavioral components of Alzheimer’s disease (AD) continue to accrue, converging evidence suggests that macroscale brain functional disruptions may mediate their association. Recent developments on theoretical neuroscience indicate that instantaneous patterns of brain connectivity and metastability may be a key mechanism in neural communication underlying cognitive performance. However, the potential significance of these patterns across the AD spectrum remains virtually unexplored. We assessed the clinical sensitivity of static and dynamic functional brain disruptions across the AD spectrum using resting-state fMRI in a sample consisting of AD patients (n = 80) and subjects with either mild (n = 44) or subjective (n = 26) cognitive impairment (MCI, SCI). Spatial maps constituting the nodes in the functional brain network and their associated time-series were estimated using spatial group independent component analysis and dual regression, and whole-brain oscillatory activity was analyzed both globally (metastability) and locally (static and dynamic connectivity). Instantaneous phase metrics showed functional coupling alterations in AD compared to MCI and SCI, both static (putamen, dorsal and default-mode) and dynamic (temporal, frontal-superior and default-mode), along with decreased global metastability. The results suggest that brains of AD patients display altered oscillatory patterns, in agreement with theoretical premises on cognitive dynamics.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>28074926</pmid><doi>10.1038/srep40268</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | 59/57 631/378/116/1925 692/308/575 Aged Alzheimer Disease - physiopathology Alzheimer's disease Brain Brain - physiopathology Brain Mapping Cognitive ability Cognitive Dysfunction - physiopathology Computational neuroscience Cross-Sectional Studies Female Functional magnetic resonance imaging Humanities and Social Sciences Humans Magnetic Resonance Imaging Male Middle Aged multidisciplinary Nervous system Neural networks Neural Pathways - physiopathology Neurodegenerative diseases Nodes Putamen Science Spatial analysis |
title | Disrupted global metastability and static and dynamic brain connectivity across individuals in the Alzheimer’s disease continuum |
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