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Multi-modal Brain MRI in Subjects with PD and iRBD
Idiopathic rapid eye movement sleep behavior disorder (iRBD) is a condition that often evolves into Parkinson's disease (PD). Therefore, by monitoring iRBD it is possible to track the neurodegeneration of individuals who may progress to PD. Here we aimed at piloting the characterization of brai...
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Published in: | Frontiers in neuroscience 2017-12, Vol.11, p.709-709 |
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creator | Mangia, Silvia Svatkova, Alena Mascali, Daniele Nissi, Mikko J Burton, Philip C Bednarik, Petr Auerbach, Edward J Giove, Federico Eberly, Lynn E Howell, Michael J Nestrasil, Igor Tuite, Paul J Michaeli, Shalom |
description | Idiopathic rapid eye movement sleep behavior disorder (iRBD) is a condition that often evolves into Parkinson's disease (PD). Therefore, by monitoring iRBD it is possible to track the neurodegeneration of individuals who may progress to PD. Here we aimed at piloting the characterization of brain tissue properties in mid-brain subcortical regions of 10 healthy subjects, 8 iRBD, and 9 early-diagnosed PD. We used a battery of magnetic resonance imaging (MRI) contrasts at 3 T, including adiabatic and non-adiabatic rotating frame techniques developed by our group, along with diffusion tensor imaging (DTI) and resting-state fMRI. Adiabatic T
and T
, and non-adiabatic RAFF4 (Relaxation Along a Fictitious Field in the rotating frame of rank 4) were found to have lower coefficient of variations and higher sensitivity to detect group differences as compared to DTI parameters such as fractional anisotropy and mean diffusivity. Significantly longer T
were observed in the amygdala of PD subjects vs. controls, along with a trend of lower functional connectivity as measured by regional homogeneity, thereby supporting the notion that amygdalar dysfunction occurs in PD. Significant abnormalities in reward networks occurred in iRBD subjects, who manifested lower network strength of the accumbens. In agreement with previous studies, significantly longer T
occurred in the substantia nigra compacta of PD vs. controls, indicative of neuronal degeneration, while regional homogeneity was lower in the substantia nigra reticulata. Finally, other trend-level findings were observed, i.e., lower RAFF4 and T
in the midbrain of iRBD subjects vs. controls, possibly indicating changes in non-motor features as opposed to motor function in the iRBD group. We conclude that rotating frame relaxation methods along with functional connectivity measures are valuable to characterize iRBD and PD subjects, and with proper validation in larger cohorts may provide pathological signatures of iRBD and PD. |
doi_str_mv | 10.3389/fnins.2017.00709 |
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and T
, and non-adiabatic RAFF4 (Relaxation Along a Fictitious Field in the rotating frame of rank 4) were found to have lower coefficient of variations and higher sensitivity to detect group differences as compared to DTI parameters such as fractional anisotropy and mean diffusivity. Significantly longer T
were observed in the amygdala of PD subjects vs. controls, along with a trend of lower functional connectivity as measured by regional homogeneity, thereby supporting the notion that amygdalar dysfunction occurs in PD. Significant abnormalities in reward networks occurred in iRBD subjects, who manifested lower network strength of the accumbens. In agreement with previous studies, significantly longer T
occurred in the substantia nigra compacta of PD vs. controls, indicative of neuronal degeneration, while regional homogeneity was lower in the substantia nigra reticulata. Finally, other trend-level findings were observed, i.e., lower RAFF4 and T
in the midbrain of iRBD subjects vs. controls, possibly indicating changes in non-motor features as opposed to motor function in the iRBD group. We conclude that rotating frame relaxation methods along with functional connectivity measures are valuable to characterize iRBD and PD subjects, and with proper validation in larger cohorts may provide pathological signatures of iRBD and PD.</description><identifier>ISSN: 1662-4548</identifier><identifier>ISSN: 1662-453X</identifier><identifier>EISSN: 1662-453X</identifier><identifier>DOI: 10.3389/fnins.2017.00709</identifier><identifier>PMID: 29311789</identifier><language>eng</language><publisher>Switzerland: Frontiers Research Foundation</publisher><subject>Adiabatic ; Amygdala ; Anisotropy ; Brain mapping ; DTI ; functional connectivity ; Functional magnetic resonance imaging ; iRBD ; Iron ; Mesencephalon ; Movement disorders ; Neural networks ; Neurodegeneration ; Neurodegenerative diseases ; Neuroimaging ; Neuroscience ; NMR ; Nuclear magnetic resonance ; Nucleus accumbens ; Parkinson's disease ; Reinforcement ; REM sleep ; rotating frame MRI ; Sleep disorders ; Substantia nigra</subject><ispartof>Frontiers in neuroscience, 2017-12, Vol.11, p.709-709</ispartof><rights>2017. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Copyright © 2017 Mangia, Svatkova, Mascali, Nissi, Burton, Bednarik, Auerbach, Giove, Eberly, Howell, Nestrasil, Tuite and Michaeli. 2017 Mangia, Svatkova, Mascali, Nissi, Burton, Bednarik, Auerbach, Giove, Eberly, Howell, Nestrasil, Tuite and Michaeli</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c490t-a6d26e7cc3b0cc6a5969c1daf39b7e207d8c51bc82bb70ba9b9d215242ea61613</citedby><cites>FETCH-LOGICAL-c490t-a6d26e7cc3b0cc6a5969c1daf39b7e207d8c51bc82bb70ba9b9d215242ea61613</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2305892141/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2305892141?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29311789$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Mangia, Silvia</creatorcontrib><creatorcontrib>Svatkova, Alena</creatorcontrib><creatorcontrib>Mascali, Daniele</creatorcontrib><creatorcontrib>Nissi, Mikko J</creatorcontrib><creatorcontrib>Burton, Philip C</creatorcontrib><creatorcontrib>Bednarik, Petr</creatorcontrib><creatorcontrib>Auerbach, Edward J</creatorcontrib><creatorcontrib>Giove, Federico</creatorcontrib><creatorcontrib>Eberly, Lynn E</creatorcontrib><creatorcontrib>Howell, Michael J</creatorcontrib><creatorcontrib>Nestrasil, Igor</creatorcontrib><creatorcontrib>Tuite, Paul J</creatorcontrib><creatorcontrib>Michaeli, Shalom</creatorcontrib><title>Multi-modal Brain MRI in Subjects with PD and iRBD</title><title>Frontiers in neuroscience</title><addtitle>Front Neurosci</addtitle><description>Idiopathic rapid eye movement sleep behavior disorder (iRBD) is a condition that often evolves into Parkinson's disease (PD). Therefore, by monitoring iRBD it is possible to track the neurodegeneration of individuals who may progress to PD. Here we aimed at piloting the characterization of brain tissue properties in mid-brain subcortical regions of 10 healthy subjects, 8 iRBD, and 9 early-diagnosed PD. We used a battery of magnetic resonance imaging (MRI) contrasts at 3 T, including adiabatic and non-adiabatic rotating frame techniques developed by our group, along with diffusion tensor imaging (DTI) and resting-state fMRI. Adiabatic T
and T
, and non-adiabatic RAFF4 (Relaxation Along a Fictitious Field in the rotating frame of rank 4) were found to have lower coefficient of variations and higher sensitivity to detect group differences as compared to DTI parameters such as fractional anisotropy and mean diffusivity. Significantly longer T
were observed in the amygdala of PD subjects vs. controls, along with a trend of lower functional connectivity as measured by regional homogeneity, thereby supporting the notion that amygdalar dysfunction occurs in PD. Significant abnormalities in reward networks occurred in iRBD subjects, who manifested lower network strength of the accumbens. In agreement with previous studies, significantly longer T
occurred in the substantia nigra compacta of PD vs. controls, indicative of neuronal degeneration, while regional homogeneity was lower in the substantia nigra reticulata. Finally, other trend-level findings were observed, i.e., lower RAFF4 and T
in the midbrain of iRBD subjects vs. controls, possibly indicating changes in non-motor features as opposed to motor function in the iRBD group. We conclude that rotating frame relaxation methods along with functional connectivity measures are valuable to characterize iRBD and PD subjects, and with proper validation in larger cohorts may provide pathological signatures of iRBD and PD.</description><subject>Adiabatic</subject><subject>Amygdala</subject><subject>Anisotropy</subject><subject>Brain mapping</subject><subject>DTI</subject><subject>functional connectivity</subject><subject>Functional magnetic resonance imaging</subject><subject>iRBD</subject><subject>Iron</subject><subject>Mesencephalon</subject><subject>Movement disorders</subject><subject>Neural networks</subject><subject>Neurodegeneration</subject><subject>Neurodegenerative diseases</subject><subject>Neuroimaging</subject><subject>Neuroscience</subject><subject>NMR</subject><subject>Nuclear magnetic resonance</subject><subject>Nucleus accumbens</subject><subject>Parkinson's disease</subject><subject>Reinforcement</subject><subject>REM sleep</subject><subject>rotating frame MRI</subject><subject>Sleep disorders</subject><subject>Substantia nigra</subject><issn>1662-4548</issn><issn>1662-453X</issn><issn>1662-453X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdkctP3DAQh62qFVDg3lMVqZdesrXHjh-XSgXashKoFQ-pN8uvgFfZmNoJqP99s7uwAk5j2b_55JkPoQ8EzyiV6kvbx77MABMxw1hg9QbtEc6hZg3983Z7ZnIXvS9lgTEHyWAH7YKihAip9hCcj90Q62XypquOsol9dX4xr6ZyOdpFcEOpHuJwW_0-qUzvq3hxdHKA3rWmK-Hwse6j6x_fr45P67NfP-fH385qxxQeasM98CCcoxY7x02juHLEm5YqKwJg4aVriHUSrBXYGmWVB9IAg2A44YTuo_mG65NZ6Lsclyb_08lEvb5I-UabPETXBa0wMAuiZQFjZgmxYEESGixj3jABE-vrhnU32mXwLvRDNt0L6MuXPt7qm3SvG8GAAJsAnx8BOf0dQxn0MhYXus70IY1FEyVVw6cFr6KfXkUXacz9tCoNFDdSAWGr6fAm5XIqJYd2-xmC9UquXsvVK7l6LXdq-fh8iG3Dk036HzUmnks</recordid><startdate>20171219</startdate><enddate>20171219</enddate><creator>Mangia, Silvia</creator><creator>Svatkova, Alena</creator><creator>Mascali, Daniele</creator><creator>Nissi, Mikko J</creator><creator>Burton, Philip C</creator><creator>Bednarik, Petr</creator><creator>Auerbach, Edward J</creator><creator>Giove, Federico</creator><creator>Eberly, Lynn E</creator><creator>Howell, Michael J</creator><creator>Nestrasil, Igor</creator><creator>Tuite, Paul J</creator><creator>Michaeli, Shalom</creator><general>Frontiers Research Foundation</general><general>Frontiers Media S.A</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7XB</scope><scope>88I</scope><scope>8FE</scope><scope>8FH</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M2P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20171219</creationdate><title>Multi-modal Brain MRI in Subjects with PD and iRBD</title><author>Mangia, Silvia ; Svatkova, Alena ; Mascali, Daniele ; Nissi, Mikko J ; Burton, Philip C ; Bednarik, Petr ; Auerbach, Edward J ; Giove, Federico ; Eberly, Lynn E ; Howell, Michael J ; Nestrasil, Igor ; Tuite, Paul J ; Michaeli, Shalom</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c490t-a6d26e7cc3b0cc6a5969c1daf39b7e207d8c51bc82bb70ba9b9d215242ea61613</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Adiabatic</topic><topic>Amygdala</topic><topic>Anisotropy</topic><topic>Brain mapping</topic><topic>DTI</topic><topic>functional connectivity</topic><topic>Functional magnetic resonance imaging</topic><topic>iRBD</topic><topic>Iron</topic><topic>Mesencephalon</topic><topic>Movement disorders</topic><topic>Neural networks</topic><topic>Neurodegeneration</topic><topic>Neurodegenerative diseases</topic><topic>Neuroimaging</topic><topic>Neuroscience</topic><topic>NMR</topic><topic>Nuclear magnetic resonance</topic><topic>Nucleus accumbens</topic><topic>Parkinson's disease</topic><topic>Reinforcement</topic><topic>REM sleep</topic><topic>rotating frame MRI</topic><topic>Sleep disorders</topic><topic>Substantia nigra</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mangia, Silvia</creatorcontrib><creatorcontrib>Svatkova, Alena</creatorcontrib><creatorcontrib>Mascali, Daniele</creatorcontrib><creatorcontrib>Nissi, Mikko J</creatorcontrib><creatorcontrib>Burton, Philip C</creatorcontrib><creatorcontrib>Bednarik, Petr</creatorcontrib><creatorcontrib>Auerbach, Edward J</creatorcontrib><creatorcontrib>Giove, Federico</creatorcontrib><creatorcontrib>Eberly, Lynn E</creatorcontrib><creatorcontrib>Howell, Michael J</creatorcontrib><creatorcontrib>Nestrasil, Igor</creatorcontrib><creatorcontrib>Tuite, Paul J</creatorcontrib><creatorcontrib>Michaeli, Shalom</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Science Database</collection><collection>ProQuest Biological Science Journals</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Frontiers in neuroscience</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mangia, Silvia</au><au>Svatkova, Alena</au><au>Mascali, Daniele</au><au>Nissi, Mikko J</au><au>Burton, Philip C</au><au>Bednarik, Petr</au><au>Auerbach, Edward J</au><au>Giove, Federico</au><au>Eberly, Lynn E</au><au>Howell, Michael J</au><au>Nestrasil, Igor</au><au>Tuite, Paul J</au><au>Michaeli, Shalom</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multi-modal Brain MRI in Subjects with PD and iRBD</atitle><jtitle>Frontiers in neuroscience</jtitle><addtitle>Front Neurosci</addtitle><date>2017-12-19</date><risdate>2017</risdate><volume>11</volume><spage>709</spage><epage>709</epage><pages>709-709</pages><issn>1662-4548</issn><issn>1662-453X</issn><eissn>1662-453X</eissn><abstract>Idiopathic rapid eye movement sleep behavior disorder (iRBD) is a condition that often evolves into Parkinson's disease (PD). Therefore, by monitoring iRBD it is possible to track the neurodegeneration of individuals who may progress to PD. Here we aimed at piloting the characterization of brain tissue properties in mid-brain subcortical regions of 10 healthy subjects, 8 iRBD, and 9 early-diagnosed PD. We used a battery of magnetic resonance imaging (MRI) contrasts at 3 T, including adiabatic and non-adiabatic rotating frame techniques developed by our group, along with diffusion tensor imaging (DTI) and resting-state fMRI. Adiabatic T
and T
, and non-adiabatic RAFF4 (Relaxation Along a Fictitious Field in the rotating frame of rank 4) were found to have lower coefficient of variations and higher sensitivity to detect group differences as compared to DTI parameters such as fractional anisotropy and mean diffusivity. Significantly longer T
were observed in the amygdala of PD subjects vs. controls, along with a trend of lower functional connectivity as measured by regional homogeneity, thereby supporting the notion that amygdalar dysfunction occurs in PD. Significant abnormalities in reward networks occurred in iRBD subjects, who manifested lower network strength of the accumbens. In agreement with previous studies, significantly longer T
occurred in the substantia nigra compacta of PD vs. controls, indicative of neuronal degeneration, while regional homogeneity was lower in the substantia nigra reticulata. Finally, other trend-level findings were observed, i.e., lower RAFF4 and T
in the midbrain of iRBD subjects vs. controls, possibly indicating changes in non-motor features as opposed to motor function in the iRBD group. We conclude that rotating frame relaxation methods along with functional connectivity measures are valuable to characterize iRBD and PD subjects, and with proper validation in larger cohorts may provide pathological signatures of iRBD and PD.</abstract><cop>Switzerland</cop><pub>Frontiers Research Foundation</pub><pmid>29311789</pmid><doi>10.3389/fnins.2017.00709</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adiabatic Amygdala Anisotropy Brain mapping DTI functional connectivity Functional magnetic resonance imaging iRBD Iron Mesencephalon Movement disorders Neural networks Neurodegeneration Neurodegenerative diseases Neuroimaging Neuroscience NMR Nuclear magnetic resonance Nucleus accumbens Parkinson's disease Reinforcement REM sleep rotating frame MRI Sleep disorders Substantia nigra |
title | Multi-modal Brain MRI in Subjects with PD and iRBD |
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