Deep gray matter atrophy in multiple sclerosis: A tensor based morphometry
Abstract Tensor based morphometry (TBM) was applied to determine the atrophy of deep gray matter (DGM) structures in 88 relapsing multiple sclerosis (MS) patients. For group analysis of atrophy, an unbiased atlas was constructed from 20 normal brains. The MS brain images were co-registered with the...
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description | Abstract Tensor based morphometry (TBM) was applied to determine the atrophy of deep gray matter (DGM) structures in 88 relapsing multiple sclerosis (MS) patients. For group analysis of atrophy, an unbiased atlas was constructed from 20 normal brains. The MS brain images were co-registered with the unbiased atlas using a symmetric inverse consistent nonlinear registration. These studies demonstrate significant atrophy of thalamus, caudate nucleus, and putamen even at a modest clinical disability, as assessed by the expanded disability status score (EDSS). A significant correlation between atrophy and EDSS was observed for different DGM structures: (thalamus: r = − 0.51, p = 3.85 × 10 − 7 ; caudate nucleus: r = − 0.43, p = 2.35 × 10 − 5 ; putamen: r = − 0.36, p = 6.12 × 10 − 6 ). Atrophy of these structures also correlated with 1) T2 hyperintense lesion volumes (thalamus: r = − 0.56, p = 9.96 × 10 − 9 ; caudate nucleus: r = − 0.31, p = 3.10 × 10 − 3 ; putamen: r = − 0.50, p = 6.06 × 10 − 7 ), 2) T1 hypointense lesion volumes (thalamus: r = − 0.61, p = 2.29 × 10 − 10 ; caudate nucleus: r = − 0.35, p = 9.51 × 10 − 4 ; putamen: r = − 0.43, p = 3.51 × 10 − 5 ), and 3) normalized CSF volume (thalamus: r = − 0.66, p = 3.55 × 10 − 12 ; caudate nucleus: r = − 0.52, p = 2.31 × 10 − 7 , and putamen: r = − 0.66, r = 2.13 × 10 − 12 ). More severe atrophy was observed mainly in thalamus at higher EDSS. These studies appear to suggest a link between the white matter damage and DGM atrophy in MS. |
doi_str_mv | 10.1016/j.jns.2008.12.035 |
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For group analysis of atrophy, an unbiased atlas was constructed from 20 normal brains. The MS brain images were co-registered with the unbiased atlas using a symmetric inverse consistent nonlinear registration. These studies demonstrate significant atrophy of thalamus, caudate nucleus, and putamen even at a modest clinical disability, as assessed by the expanded disability status score (EDSS). A significant correlation between atrophy and EDSS was observed for different DGM structures: (thalamus: r = − 0.51, p = 3.85 × 10 − 7 ; caudate nucleus: r = − 0.43, p = 2.35 × 10 − 5 ; putamen: r = − 0.36, p = 6.12 × 10 − 6 ). Atrophy of these structures also correlated with 1) T2 hyperintense lesion volumes (thalamus: r = − 0.56, p = 9.96 × 10 − 9 ; caudate nucleus: r = − 0.31, p = 3.10 × 10 − 3 ; putamen: r = − 0.50, p = 6.06 × 10 − 7 ), 2) T1 hypointense lesion volumes (thalamus: r = − 0.61, p = 2.29 × 10 − 10 ; caudate nucleus: r = − 0.35, p = 9.51 × 10 − 4 ; putamen: r = − 0.43, p = 3.51 × 10 − 5 ), and 3) normalized CSF volume (thalamus: r = − 0.66, p = 3.55 × 10 − 12 ; caudate nucleus: r = − 0.52, p = 2.31 × 10 − 7 , and putamen: r = − 0.66, r = 2.13 × 10 − 12 ). More severe atrophy was observed mainly in thalamus at higher EDSS. These studies appear to suggest a link between the white matter damage and DGM atrophy in MS.</description><identifier>ISSN: 0022-510X</identifier><identifier>EISSN: 1878-5883</identifier><identifier>DOI: 10.1016/j.jns.2008.12.035</identifier><identifier>PMID: 19168189</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Adult ; Analysis of Variance ; Atrophy ; Atrophy - pathology ; Brain - pathology ; Caudate Nucleus - pathology ; Deep gray matter structures ; Female ; Humans ; Inverse consistent nonlinear registration ; Magnetic Resonance Imaging - methods ; Male ; Middle Aged ; Multiple sclerosis ; Multiple Sclerosis, Relapsing-Remitting - pathology ; Neurology ; Organ Size ; Putamen - pathology ; Severity of Illness Index ; Tensor based morphometry ; Thalamus - pathology ; Young Adult</subject><ispartof>Journal of the neurological sciences, 2009-07, Vol.282 (1), p.39-46</ispartof><rights>Elsevier B.V.</rights><rights>2008 Elsevier B.V.</rights><rights>2009 Elsevier B.V. All rights reserved. 2009</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c601t-6ef316c6d73c455b0146c73bae57218555768b4060ff46ddcfece6a4e34cdbdc3</citedby><cites>FETCH-LOGICAL-c601t-6ef316c6d73c455b0146c73bae57218555768b4060ff46ddcfece6a4e34cdbdc3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0022510X08006692$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,776,780,881,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/19168189$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Tao, Guozhi</creatorcontrib><creatorcontrib>Datta, Sushmita</creatorcontrib><creatorcontrib>He, Renjie</creatorcontrib><creatorcontrib>Nelson, Flavia</creatorcontrib><creatorcontrib>Wolinsky, Jerry S</creatorcontrib><creatorcontrib>Narayana, Ponnada A</creatorcontrib><title>Deep gray matter atrophy in multiple sclerosis: A tensor based morphometry</title><title>Journal of the neurological sciences</title><addtitle>J Neurol Sci</addtitle><description>Abstract Tensor based morphometry (TBM) was applied to determine the atrophy of deep gray matter (DGM) structures in 88 relapsing multiple sclerosis (MS) patients. For group analysis of atrophy, an unbiased atlas was constructed from 20 normal brains. The MS brain images were co-registered with the unbiased atlas using a symmetric inverse consistent nonlinear registration. These studies demonstrate significant atrophy of thalamus, caudate nucleus, and putamen even at a modest clinical disability, as assessed by the expanded disability status score (EDSS). A significant correlation between atrophy and EDSS was observed for different DGM structures: (thalamus: r = − 0.51, p = 3.85 × 10 − 7 ; caudate nucleus: r = − 0.43, p = 2.35 × 10 − 5 ; putamen: r = − 0.36, p = 6.12 × 10 − 6 ). Atrophy of these structures also correlated with 1) T2 hyperintense lesion volumes (thalamus: r = − 0.56, p = 9.96 × 10 − 9 ; caudate nucleus: r = − 0.31, p = 3.10 × 10 − 3 ; putamen: r = − 0.50, p = 6.06 × 10 − 7 ), 2) T1 hypointense lesion volumes (thalamus: r = − 0.61, p = 2.29 × 10 − 10 ; caudate nucleus: r = − 0.35, p = 9.51 × 10 − 4 ; putamen: r = − 0.43, p = 3.51 × 10 − 5 ), and 3) normalized CSF volume (thalamus: r = − 0.66, p = 3.55 × 10 − 12 ; caudate nucleus: r = − 0.52, p = 2.31 × 10 − 7 , and putamen: r = − 0.66, r = 2.13 × 10 − 12 ). More severe atrophy was observed mainly in thalamus at higher EDSS. These studies appear to suggest a link between the white matter damage and DGM atrophy in MS.</description><subject>Adult</subject><subject>Analysis of Variance</subject><subject>Atrophy</subject><subject>Atrophy - pathology</subject><subject>Brain - pathology</subject><subject>Caudate Nucleus - pathology</subject><subject>Deep gray matter structures</subject><subject>Female</subject><subject>Humans</subject><subject>Inverse consistent nonlinear registration</subject><subject>Magnetic Resonance Imaging - methods</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Multiple sclerosis</subject><subject>Multiple Sclerosis, Relapsing-Remitting - pathology</subject><subject>Neurology</subject><subject>Organ Size</subject><subject>Putamen - pathology</subject><subject>Severity of Illness Index</subject><subject>Tensor based morphometry</subject><subject>Thalamus - pathology</subject><subject>Young Adult</subject><issn>0022-510X</issn><issn>1878-5883</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2009</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkktv1DAUhS1ERYfCD2CDvGKXYCe24wGpUlWeVSUWgMTOcpybjkNiB9uplH-PhxnxWrQrL-53jnzPuQg9o6SkhIqXQzm4WFaEyJJWJan5A7ShspEFl7J-iDaEVFXBKfl2ih7HOBBChJTbR-iUbqmQVG436OoNwIxvgl7xpFOCgHUKft6t2Do8LWOy8wg4mhGCjza-whc4gYs-4FZH6PDkw7zzE6SwPkEnvR4jPD2-Z-jru7dfLj8U15_ef7y8uC6MIDQVAvqaCiO6pjaM85ZQJkxTtxp4U1HJOW-EbBkRpO-Z6DrTgwGhGdTMdG1n6jN0fvCdl3aCzoBLQY9qDnbSYVVeW_XvxNmduvG3qmoYk6LJBi-OBsH_WCAmNdloYBy1A79ElZFabCt5L7hPnrCKZZAeQJNTigH637-hRO2rUoPKVf0SKFqpXFXWPP97jT-KYzcZeH0AIId5ayGoaCw4A50NYJLqvL3T_vw_tRmts0aP32GFOPgluNySoipmgfq8v5X9qeSNiMjb1z8Bbqm7Wg</recordid><startdate>20090715</startdate><enddate>20090715</enddate><creator>Tao, Guozhi</creator><creator>Datta, Sushmita</creator><creator>He, Renjie</creator><creator>Nelson, Flavia</creator><creator>Wolinsky, Jerry S</creator><creator>Narayana, Ponnada A</creator><general>Elsevier B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TK</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20090715</creationdate><title>Deep gray matter atrophy in multiple sclerosis: A tensor based morphometry</title><author>Tao, Guozhi ; Datta, Sushmita ; He, Renjie ; Nelson, Flavia ; Wolinsky, Jerry S ; Narayana, Ponnada A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c601t-6ef316c6d73c455b0146c73bae57218555768b4060ff46ddcfece6a4e34cdbdc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Adult</topic><topic>Analysis of Variance</topic><topic>Atrophy</topic><topic>Atrophy - pathology</topic><topic>Brain - pathology</topic><topic>Caudate Nucleus - pathology</topic><topic>Deep gray matter structures</topic><topic>Female</topic><topic>Humans</topic><topic>Inverse consistent nonlinear registration</topic><topic>Magnetic Resonance Imaging - methods</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Multiple sclerosis</topic><topic>Multiple Sclerosis, Relapsing-Remitting - pathology</topic><topic>Neurology</topic><topic>Organ Size</topic><topic>Putamen - pathology</topic><topic>Severity of Illness Index</topic><topic>Tensor based morphometry</topic><topic>Thalamus - pathology</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tao, Guozhi</creatorcontrib><creatorcontrib>Datta, Sushmita</creatorcontrib><creatorcontrib>He, Renjie</creatorcontrib><creatorcontrib>Nelson, Flavia</creatorcontrib><creatorcontrib>Wolinsky, Jerry S</creatorcontrib><creatorcontrib>Narayana, Ponnada A</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Neurosciences Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of the neurological sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tao, Guozhi</au><au>Datta, Sushmita</au><au>He, Renjie</au><au>Nelson, Flavia</au><au>Wolinsky, Jerry S</au><au>Narayana, Ponnada A</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Deep gray matter atrophy in multiple sclerosis: A tensor based morphometry</atitle><jtitle>Journal of the neurological sciences</jtitle><addtitle>J Neurol Sci</addtitle><date>2009-07-15</date><risdate>2009</risdate><volume>282</volume><issue>1</issue><spage>39</spage><epage>46</epage><pages>39-46</pages><issn>0022-510X</issn><eissn>1878-5883</eissn><abstract>Abstract Tensor based morphometry (TBM) was applied to determine the atrophy of deep gray matter (DGM) structures in 88 relapsing multiple sclerosis (MS) patients. For group analysis of atrophy, an unbiased atlas was constructed from 20 normal brains. The MS brain images were co-registered with the unbiased atlas using a symmetric inverse consistent nonlinear registration. These studies demonstrate significant atrophy of thalamus, caudate nucleus, and putamen even at a modest clinical disability, as assessed by the expanded disability status score (EDSS). A significant correlation between atrophy and EDSS was observed for different DGM structures: (thalamus: r = − 0.51, p = 3.85 × 10 − 7 ; caudate nucleus: r = − 0.43, p = 2.35 × 10 − 5 ; putamen: r = − 0.36, p = 6.12 × 10 − 6 ). Atrophy of these structures also correlated with 1) T2 hyperintense lesion volumes (thalamus: r = − 0.56, p = 9.96 × 10 − 9 ; caudate nucleus: r = − 0.31, p = 3.10 × 10 − 3 ; putamen: r = − 0.50, p = 6.06 × 10 − 7 ), 2) T1 hypointense lesion volumes (thalamus: r = − 0.61, p = 2.29 × 10 − 10 ; caudate nucleus: r = − 0.35, p = 9.51 × 10 − 4 ; putamen: r = − 0.43, p = 3.51 × 10 − 5 ), and 3) normalized CSF volume (thalamus: r = − 0.66, p = 3.55 × 10 − 12 ; caudate nucleus: r = − 0.52, p = 2.31 × 10 − 7 , and putamen: r = − 0.66, r = 2.13 × 10 − 12 ). More severe atrophy was observed mainly in thalamus at higher EDSS. These studies appear to suggest a link between the white matter damage and DGM atrophy in MS.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>19168189</pmid><doi>10.1016/j.jns.2008.12.035</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Analysis of Variance Atrophy Atrophy - pathology Brain - pathology Caudate Nucleus - pathology Deep gray matter structures Female Humans Inverse consistent nonlinear registration Magnetic Resonance Imaging - methods Male Middle Aged Multiple sclerosis Multiple Sclerosis, Relapsing-Remitting - pathology Neurology Organ Size Putamen - pathology Severity of Illness Index Tensor based morphometry Thalamus - pathology Young Adult |
title | Deep gray matter atrophy in multiple sclerosis: A tensor based morphometry |
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