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Intra‐ and inter‐network functional alterations in Parkinson's disease with mild cognitive impairment
Mild cognitive impairment (MCI) is prevalent in 15%–40% of Parkinson's disease (PD) patients at diagnosis. In this investigation, we study brain intra‐ and inter‐network alterations in resting state functional magnetic resonance imaging (rs‐fMRI) in recently diagnosed PD patients and characteri...
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Published in: | Human brain mapping 2017-03, Vol.38 (3), p.1702-1715 |
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creator | Peraza, Luis R. Nesbitt, David Lawson, Rachael A. Duncan, Gordon W. Yarnall, Alison J. Khoo, Tien K. Kaiser, Marcus Firbank, Michael J. O'Brien, John T. Barker, Roger A. Brooks, David J. Burn, David J. Taylor, John‐Paul |
description | Mild cognitive impairment (MCI) is prevalent in 15%–40% of Parkinson's disease (PD) patients at diagnosis. In this investigation, we study brain intra‐ and inter‐network alterations in resting state functional magnetic resonance imaging (rs‐fMRI) in recently diagnosed PD patients and characterise them as either cognitive normal (PD‐NC) or with MCI (PD‐MCI). Patients were divided into two groups, PD‐NC (N = 62) and PD‐MCI (N = 37) and for comparison, healthy controls (HC, N = 30) were also included. Intra‐ and inter‐network connectivity were investigated from participants’ rs‐fMRIs in 26 resting state networks (RSNs). Intra‐network differences were found between both patient groups and HCs for networks associated with motor control (motor cortex), spatial attention and visual perception. When comparing both PD‐NC and PD‐MCI, intra‐network alterations were found in RSNs related to attention, executive function and motor control (cerebellum). The inter‐network analysis revealed a hyper‐synchronisation between the basal ganglia network and the motor cortex in PD‐NC compared with HCs. When both patient groups were compared, intra‐network alterations in RSNs related to attention, motor control, visual perception and executive function were found. We also detected disease‐driven negative synchronisations and synchronisation shifts from positive to negative and vice versa in both patient groups compared with HCs. The hyper‐synchronisation between basal ganglia and motor cortical RSNs in PD and its synchronisation shift from negative to positive compared with HCs, suggest a compensatory response to basal dysfunction and altered basal‐cortical motor control in the resting state brain of PD patients. Hum Brain Mapp 38:1702–1715, 2017. © 2016 Wiley Periodicals, Inc. |
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In this investigation, we study brain intra‐ and inter‐network alterations in resting state functional magnetic resonance imaging (rs‐fMRI) in recently diagnosed PD patients and characterise them as either cognitive normal (PD‐NC) or with MCI (PD‐MCI). Patients were divided into two groups, PD‐NC (N = 62) and PD‐MCI (N = 37) and for comparison, healthy controls (HC, N = 30) were also included. Intra‐ and inter‐network connectivity were investigated from participants’ rs‐fMRIs in 26 resting state networks (RSNs). Intra‐network differences were found between both patient groups and HCs for networks associated with motor control (motor cortex), spatial attention and visual perception. When comparing both PD‐NC and PD‐MCI, intra‐network alterations were found in RSNs related to attention, executive function and motor control (cerebellum). The inter‐network analysis revealed a hyper‐synchronisation between the basal ganglia network and the motor cortex in PD‐NC compared with HCs. When both patient groups were compared, intra‐network alterations in RSNs related to attention, motor control, visual perception and executive function were found. We also detected disease‐driven negative synchronisations and synchronisation shifts from positive to negative and vice versa in both patient groups compared with HCs. The hyper‐synchronisation between basal ganglia and motor cortical RSNs in PD and its synchronisation shift from negative to positive compared with HCs, suggest a compensatory response to basal dysfunction and altered basal‐cortical motor control in the resting state brain of PD patients. Hum Brain Mapp 38:1702–1715, 2017. © 2016 Wiley Periodicals, Inc.</description><identifier>ISSN: 1065-9471</identifier><identifier>EISSN: 1097-0193</identifier><identifier>DOI: 10.1002/hbm.23499</identifier><identifier>PMID: 28084651</identifier><language>eng</language><publisher>United States: John Wiley & Sons, Inc</publisher><subject>Aged ; Aged, 80 and over ; Brain - diagnostic imaging ; brain connectivity ; Brain Mapping ; Cognitive Dysfunction - complications ; Cognitive Dysfunction - diagnostic imaging ; Cohort Studies ; Female ; fMRI ; FSL‐Nets ; Humans ; Image Processing, Computer-Assisted ; Lewy body disease ; Magnetic Resonance Imaging ; Male ; Middle Aged ; Nerve Net - diagnostic imaging ; networks ; Neural Pathways - diagnostic imaging ; Neuropsychological Tests ; Oxygen - blood ; Parkinson Disease - complications ; Parkinson Disease - diagnostic imaging ; Severity of Illness Index ; Statistics, Nonparametric</subject><ispartof>Human brain mapping, 2017-03, Vol.38 (3), p.1702-1715</ispartof><rights>2017 Wiley Periodicals, Inc.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6866883/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6866883/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,27903,27904,53769,53771</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28084651$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Peraza, Luis R.</creatorcontrib><creatorcontrib>Nesbitt, David</creatorcontrib><creatorcontrib>Lawson, Rachael A.</creatorcontrib><creatorcontrib>Duncan, Gordon W.</creatorcontrib><creatorcontrib>Yarnall, Alison J.</creatorcontrib><creatorcontrib>Khoo, Tien K.</creatorcontrib><creatorcontrib>Kaiser, Marcus</creatorcontrib><creatorcontrib>Firbank, Michael J.</creatorcontrib><creatorcontrib>O'Brien, John T.</creatorcontrib><creatorcontrib>Barker, Roger A.</creatorcontrib><creatorcontrib>Brooks, David J.</creatorcontrib><creatorcontrib>Burn, David J.</creatorcontrib><creatorcontrib>Taylor, John‐Paul</creatorcontrib><title>Intra‐ and inter‐network functional alterations in Parkinson's disease with mild cognitive impairment</title><title>Human brain mapping</title><addtitle>Hum Brain Mapp</addtitle><description>Mild cognitive impairment (MCI) is prevalent in 15%–40% of Parkinson's disease (PD) patients at diagnosis. In this investigation, we study brain intra‐ and inter‐network alterations in resting state functional magnetic resonance imaging (rs‐fMRI) in recently diagnosed PD patients and characterise them as either cognitive normal (PD‐NC) or with MCI (PD‐MCI). Patients were divided into two groups, PD‐NC (N = 62) and PD‐MCI (N = 37) and for comparison, healthy controls (HC, N = 30) were also included. Intra‐ and inter‐network connectivity were investigated from participants’ rs‐fMRIs in 26 resting state networks (RSNs). Intra‐network differences were found between both patient groups and HCs for networks associated with motor control (motor cortex), spatial attention and visual perception. When comparing both PD‐NC and PD‐MCI, intra‐network alterations were found in RSNs related to attention, executive function and motor control (cerebellum). The inter‐network analysis revealed a hyper‐synchronisation between the basal ganglia network and the motor cortex in PD‐NC compared with HCs. When both patient groups were compared, intra‐network alterations in RSNs related to attention, motor control, visual perception and executive function were found. We also detected disease‐driven negative synchronisations and synchronisation shifts from positive to negative and vice versa in both patient groups compared with HCs. The hyper‐synchronisation between basal ganglia and motor cortical RSNs in PD and its synchronisation shift from negative to positive compared with HCs, suggest a compensatory response to basal dysfunction and altered basal‐cortical motor control in the resting state brain of PD patients. Hum Brain Mapp 38:1702–1715, 2017. © 2016 Wiley Periodicals, Inc.</description><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Brain - diagnostic imaging</subject><subject>brain connectivity</subject><subject>Brain Mapping</subject><subject>Cognitive Dysfunction - complications</subject><subject>Cognitive Dysfunction - diagnostic imaging</subject><subject>Cohort Studies</subject><subject>Female</subject><subject>fMRI</subject><subject>FSL‐Nets</subject><subject>Humans</subject><subject>Image Processing, Computer-Assisted</subject><subject>Lewy body disease</subject><subject>Magnetic Resonance Imaging</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Nerve Net - diagnostic imaging</subject><subject>networks</subject><subject>Neural Pathways - diagnostic imaging</subject><subject>Neuropsychological Tests</subject><subject>Oxygen - blood</subject><subject>Parkinson Disease - complications</subject><subject>Parkinson Disease - diagnostic imaging</subject><subject>Severity of Illness Index</subject><subject>Statistics, Nonparametric</subject><issn>1065-9471</issn><issn>1097-0193</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNqNkk1uFDEQhS0EIiGw4ALIEgvYdGKX_zdIIQISKQgWsLbc3e6Mk257sLszyo4jcEZOgmcSImDFqqr0Pj2VXQ-h55QcUkLgaNVOh8C4MQ_QPiVGNYQa9nDbS9EYrugeelLKJSGUCkIfoz3QRHMp6D4KZ3HO7uf3H9jFHoc4-1yH6OdNyld4WGI3hxTdiN1YJbcdSsXwZ5evQiwpviq4D8W74vEmzCs8hbHHXbqIYQ7XHodp7UKefJyfokeDG4t_dlcP0Nf3776cnDbnnz6cnRyfN2tOwDQAUnSKgVJ9z2XXDsSxgTHivARlBAyEc8801dRBqwAUGC9dq3sOvuNg2AF6c-u7XtrJ953fPnC06xwml29scsH-rcSwshfp2kotpdasGry-M8jp2-LLbKdQOj-OLvq0FEu1As200eo_UEm5BGpkRV_-g16mJdef3VFCARNCVOrFn8vfb_37YBU4ugU2YfQ39zoldpsEW5Ngd0mwp28_7hr2C_n4qE4</recordid><startdate>201703</startdate><enddate>201703</enddate><creator>Peraza, Luis R.</creator><creator>Nesbitt, David</creator><creator>Lawson, Rachael A.</creator><creator>Duncan, Gordon W.</creator><creator>Yarnall, Alison J.</creator><creator>Khoo, Tien K.</creator><creator>Kaiser, Marcus</creator><creator>Firbank, Michael J.</creator><creator>O'Brien, John T.</creator><creator>Barker, Roger A.</creator><creator>Brooks, David J.</creator><creator>Burn, David J.</creator><creator>Taylor, John‐Paul</creator><general>John Wiley & Sons, Inc</general><general>John Wiley and Sons Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>7QR</scope><scope>7TK</scope><scope>7U7</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>K9.</scope><scope>P64</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>201703</creationdate><title>Intra‐ and inter‐network functional alterations in Parkinson's disease with mild cognitive impairment</title><author>Peraza, Luis R. ; Nesbitt, David ; Lawson, Rachael A. ; Duncan, Gordon W. ; Yarnall, Alison J. ; Khoo, Tien K. ; Kaiser, Marcus ; Firbank, Michael J. ; O'Brien, John T. ; Barker, Roger A. ; Brooks, David J. ; Burn, David J. ; Taylor, John‐Paul</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-p4029-2265c73277dd46cbf0a3f330ae627952f044e38181a2b722729e6ab8d42ec4293</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Brain - diagnostic imaging</topic><topic>brain connectivity</topic><topic>Brain Mapping</topic><topic>Cognitive Dysfunction - complications</topic><topic>Cognitive Dysfunction - diagnostic imaging</topic><topic>Cohort Studies</topic><topic>Female</topic><topic>fMRI</topic><topic>FSL‐Nets</topic><topic>Humans</topic><topic>Image Processing, Computer-Assisted</topic><topic>Lewy body disease</topic><topic>Magnetic Resonance Imaging</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Nerve Net - diagnostic imaging</topic><topic>networks</topic><topic>Neural Pathways - diagnostic imaging</topic><topic>Neuropsychological Tests</topic><topic>Oxygen - blood</topic><topic>Parkinson Disease - complications</topic><topic>Parkinson Disease - diagnostic imaging</topic><topic>Severity of Illness Index</topic><topic>Statistics, Nonparametric</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Peraza, Luis R.</creatorcontrib><creatorcontrib>Nesbitt, David</creatorcontrib><creatorcontrib>Lawson, Rachael A.</creatorcontrib><creatorcontrib>Duncan, Gordon W.</creatorcontrib><creatorcontrib>Yarnall, Alison J.</creatorcontrib><creatorcontrib>Khoo, Tien K.</creatorcontrib><creatorcontrib>Kaiser, Marcus</creatorcontrib><creatorcontrib>Firbank, Michael J.</creatorcontrib><creatorcontrib>O'Brien, John T.</creatorcontrib><creatorcontrib>Barker, Roger A.</creatorcontrib><creatorcontrib>Brooks, David J.</creatorcontrib><creatorcontrib>Burn, David J.</creatorcontrib><creatorcontrib>Taylor, John‐Paul</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>Chemoreception Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Human brain mapping</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Peraza, Luis R.</au><au>Nesbitt, David</au><au>Lawson, Rachael A.</au><au>Duncan, Gordon W.</au><au>Yarnall, Alison J.</au><au>Khoo, Tien K.</au><au>Kaiser, Marcus</au><au>Firbank, Michael J.</au><au>O'Brien, John T.</au><au>Barker, Roger A.</au><au>Brooks, David J.</au><au>Burn, David J.</au><au>Taylor, John‐Paul</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Intra‐ and inter‐network functional alterations in Parkinson's disease with mild cognitive impairment</atitle><jtitle>Human brain mapping</jtitle><addtitle>Hum Brain Mapp</addtitle><date>2017-03</date><risdate>2017</risdate><volume>38</volume><issue>3</issue><spage>1702</spage><epage>1715</epage><pages>1702-1715</pages><issn>1065-9471</issn><eissn>1097-0193</eissn><abstract>Mild cognitive impairment (MCI) is prevalent in 15%–40% of Parkinson's disease (PD) patients at diagnosis. In this investigation, we study brain intra‐ and inter‐network alterations in resting state functional magnetic resonance imaging (rs‐fMRI) in recently diagnosed PD patients and characterise them as either cognitive normal (PD‐NC) or with MCI (PD‐MCI). Patients were divided into two groups, PD‐NC (N = 62) and PD‐MCI (N = 37) and for comparison, healthy controls (HC, N = 30) were also included. Intra‐ and inter‐network connectivity were investigated from participants’ rs‐fMRIs in 26 resting state networks (RSNs). Intra‐network differences were found between both patient groups and HCs for networks associated with motor control (motor cortex), spatial attention and visual perception. When comparing both PD‐NC and PD‐MCI, intra‐network alterations were found in RSNs related to attention, executive function and motor control (cerebellum). The inter‐network analysis revealed a hyper‐synchronisation between the basal ganglia network and the motor cortex in PD‐NC compared with HCs. When both patient groups were compared, intra‐network alterations in RSNs related to attention, motor control, visual perception and executive function were found. We also detected disease‐driven negative synchronisations and synchronisation shifts from positive to negative and vice versa in both patient groups compared with HCs. The hyper‐synchronisation between basal ganglia and motor cortical RSNs in PD and its synchronisation shift from negative to positive compared with HCs, suggest a compensatory response to basal dysfunction and altered basal‐cortical motor control in the resting state brain of PD patients. Hum Brain Mapp 38:1702–1715, 2017. © 2016 Wiley Periodicals, Inc.</abstract><cop>United States</cop><pub>John Wiley & Sons, Inc</pub><pmid>28084651</pmid><doi>10.1002/hbm.23499</doi><tpages>14</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Aged Aged, 80 and over Brain - diagnostic imaging brain connectivity Brain Mapping Cognitive Dysfunction - complications Cognitive Dysfunction - diagnostic imaging Cohort Studies Female fMRI FSL‐Nets Humans Image Processing, Computer-Assisted Lewy body disease Magnetic Resonance Imaging Male Middle Aged Nerve Net - diagnostic imaging networks Neural Pathways - diagnostic imaging Neuropsychological Tests Oxygen - blood Parkinson Disease - complications Parkinson Disease - diagnostic imaging Severity of Illness Index Statistics, Nonparametric |
title | Intra‐ and inter‐network functional alterations in Parkinson's disease with mild cognitive impairment |
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