Brain MRI Predicts Worsening Multiple Sclerosis Disability over 5 Years in the SUMMIT Study
ABSTRACT BACKGROUND AND PURPOSE Brain MRI‐derived lesions and atrophy are related to multiple sclerosis (MS) disability. In the Serially Unified Multicenter MS Investigation (SUMMIT), from Brigham and Women's Hospital (BWH) and University of California, San Francisco (UCSF), we assessed whether...
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Veröffentlicht in: | Journal of neuroimaging 2020-03, Vol.30 (2), p.212-218 |
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creator | Bakshi, Rohit Healy, Brian C. Dupuy, Sheena L. Kirkish, Gina Khalid, Fariha Gundel, Tristan Asteggiano, Carlo Yousuf, Fawad Alexander, Amber Hauser, Stephen L. Weiner, Howard L. Henry, Roland G. |
description | ABSTRACT
BACKGROUND AND PURPOSE
Brain MRI‐derived lesions and atrophy are related to multiple sclerosis (MS) disability. In the Serially Unified Multicenter MS Investigation (SUMMIT), from Brigham and Women's Hospital (BWH) and University of California, San Francisco (UCSF), we assessed whether MRI methodologic heterogeneity may limit the ability to pool multisite data sets to assess 5‐year clinical‐MRI associations.
METHODS
Patients with relapsing‐remitting (RR) MS (n = 100 from each site) underwent baseline brain MRI and baseline and 5‐year clinical evaluations. Patients were matched on sex (74 women each), age, disease duration, and Expanded Disability Status Scale (EDSS) score. MRI was performed with differences between sites in both acquisition (field strength, voxel size, pulse sequences), and postprocessing pipeline to assess brain parenchymal fraction (BPF) and T2 lesion volume (T2LV).
RESULTS
The UCSF cohort showed higher correlation than the BWH cohort between T2LV and disease duration. UCSF showed a higher inverse correlation between BPF and age than BWH. UCSF showed a higher inverse correlation than BWH between BPF and 5‐year EDSS score. Both cohorts showed inverse correlations between BPF and T2LV, with no between‐site difference. The pooled but not individual cohort data showed a link between a lower baseline BPF and the subsequent 5‐year worsening in disability in addition to other stronger relationships in the data.
CONCLUSIONS
MRI acquisition and processing differences may result in some degree of heterogeneity in assessing brain lesion and atrophy measures in patients with MS. Pooling of data across sites is beneficial to correct for potential biases in individual data sets. |
doi_str_mv | 10.1111/jon.12688 |
format | Article |
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BACKGROUND AND PURPOSE
Brain MRI‐derived lesions and atrophy are related to multiple sclerosis (MS) disability. In the Serially Unified Multicenter MS Investigation (SUMMIT), from Brigham and Women's Hospital (BWH) and University of California, San Francisco (UCSF), we assessed whether MRI methodologic heterogeneity may limit the ability to pool multisite data sets to assess 5‐year clinical‐MRI associations.
METHODS
Patients with relapsing‐remitting (RR) MS (n = 100 from each site) underwent baseline brain MRI and baseline and 5‐year clinical evaluations. Patients were matched on sex (74 women each), age, disease duration, and Expanded Disability Status Scale (EDSS) score. MRI was performed with differences between sites in both acquisition (field strength, voxel size, pulse sequences), and postprocessing pipeline to assess brain parenchymal fraction (BPF) and T2 lesion volume (T2LV).
RESULTS
The UCSF cohort showed higher correlation than the BWH cohort between T2LV and disease duration. UCSF showed a higher inverse correlation between BPF and age than BWH. UCSF showed a higher inverse correlation than BWH between BPF and 5‐year EDSS score. Both cohorts showed inverse correlations between BPF and T2LV, with no between‐site difference. The pooled but not individual cohort data showed a link between a lower baseline BPF and the subsequent 5‐year worsening in disability in addition to other stronger relationships in the data.
CONCLUSIONS
MRI acquisition and processing differences may result in some degree of heterogeneity in assessing brain lesion and atrophy measures in patients with MS. Pooling of data across sites is beneficial to correct for potential biases in individual data sets.</description><identifier>ISSN: 1051-2284</identifier><identifier>EISSN: 1552-6569</identifier><identifier>DOI: 10.1111/jon.12688</identifier><identifier>PMID: 31994814</identifier><language>eng</language><publisher>United States: Wiley Subscription Services, Inc</publisher><subject>Adult ; Atrophy ; Atrophy - diagnostic imaging ; Atrophy - pathology ; Brain ; Brain - diagnostic imaging ; Brain - pathology ; Cohort Studies ; Datasets ; disability ; Disease Progression ; Female ; Field strength ; Heterogeneity ; Humans ; Lesions ; Magnetic resonance imaging ; Magnetic Resonance Imaging - methods ; Male ; Middle Aged ; MRI ; multicenter study ; Multiple sclerosis ; Multiple Sclerosis - diagnostic imaging ; Multiple Sclerosis - pathology ; Neuroimaging ; Patients ; Prognosis ; Young Adult</subject><ispartof>Journal of neuroimaging, 2020-03, Vol.30 (2), p.212-218</ispartof><rights>2020 by the American Society of Neuroimaging</rights><rights>2020 by the American Society of Neuroimaging.</rights><rights>2020 American Society of Neuroimaging</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5098-88bd359dc92b212e6d1b42f02b94767e13dcad7cdbe582eadb430ccabe886a253</citedby><cites>FETCH-LOGICAL-c5098-88bd359dc92b212e6d1b42f02b94767e13dcad7cdbe582eadb430ccabe886a253</cites><orcidid>0000-0001-8601-5534</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fjon.12688$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fjon.12688$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>230,314,780,784,885,1417,27924,27925,45574,45575</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31994814$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bakshi, Rohit</creatorcontrib><creatorcontrib>Healy, Brian C.</creatorcontrib><creatorcontrib>Dupuy, Sheena L.</creatorcontrib><creatorcontrib>Kirkish, Gina</creatorcontrib><creatorcontrib>Khalid, Fariha</creatorcontrib><creatorcontrib>Gundel, Tristan</creatorcontrib><creatorcontrib>Asteggiano, Carlo</creatorcontrib><creatorcontrib>Yousuf, Fawad</creatorcontrib><creatorcontrib>Alexander, Amber</creatorcontrib><creatorcontrib>Hauser, Stephen L.</creatorcontrib><creatorcontrib>Weiner, Howard L.</creatorcontrib><creatorcontrib>Henry, Roland G.</creatorcontrib><creatorcontrib>SUMMIT consortium</creatorcontrib><creatorcontrib>SUMMIT consortium</creatorcontrib><title>Brain MRI Predicts Worsening Multiple Sclerosis Disability over 5 Years in the SUMMIT Study</title><title>Journal of neuroimaging</title><addtitle>J Neuroimaging</addtitle><description>ABSTRACT
BACKGROUND AND PURPOSE
Brain MRI‐derived lesions and atrophy are related to multiple sclerosis (MS) disability. In the Serially Unified Multicenter MS Investigation (SUMMIT), from Brigham and Women's Hospital (BWH) and University of California, San Francisco (UCSF), we assessed whether MRI methodologic heterogeneity may limit the ability to pool multisite data sets to assess 5‐year clinical‐MRI associations.
METHODS
Patients with relapsing‐remitting (RR) MS (n = 100 from each site) underwent baseline brain MRI and baseline and 5‐year clinical evaluations. Patients were matched on sex (74 women each), age, disease duration, and Expanded Disability Status Scale (EDSS) score. MRI was performed with differences between sites in both acquisition (field strength, voxel size, pulse sequences), and postprocessing pipeline to assess brain parenchymal fraction (BPF) and T2 lesion volume (T2LV).
RESULTS
The UCSF cohort showed higher correlation than the BWH cohort between T2LV and disease duration. UCSF showed a higher inverse correlation between BPF and age than BWH. UCSF showed a higher inverse correlation than BWH between BPF and 5‐year EDSS score. Both cohorts showed inverse correlations between BPF and T2LV, with no between‐site difference. The pooled but not individual cohort data showed a link between a lower baseline BPF and the subsequent 5‐year worsening in disability in addition to other stronger relationships in the data.
CONCLUSIONS
MRI acquisition and processing differences may result in some degree of heterogeneity in assessing brain lesion and atrophy measures in patients with MS. Pooling of data across sites is beneficial to correct for potential biases in individual data sets.</description><subject>Adult</subject><subject>Atrophy</subject><subject>Atrophy - diagnostic imaging</subject><subject>Atrophy - pathology</subject><subject>Brain</subject><subject>Brain - diagnostic imaging</subject><subject>Brain - pathology</subject><subject>Cohort Studies</subject><subject>Datasets</subject><subject>disability</subject><subject>Disease Progression</subject><subject>Female</subject><subject>Field strength</subject><subject>Heterogeneity</subject><subject>Humans</subject><subject>Lesions</subject><subject>Magnetic resonance imaging</subject><subject>Magnetic Resonance Imaging - methods</subject><subject>Male</subject><subject>Middle Aged</subject><subject>MRI</subject><subject>multicenter study</subject><subject>Multiple sclerosis</subject><subject>Multiple Sclerosis - diagnostic imaging</subject><subject>Multiple Sclerosis - pathology</subject><subject>Neuroimaging</subject><subject>Patients</subject><subject>Prognosis</subject><subject>Young Adult</subject><issn>1051-2284</issn><issn>1552-6569</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kV1rFDEUhoMo9kMv_AMS8EYvpk0yk5nkRtBadaVrxbaIeBHycbbNkk3WZKay_97UrUUFAyEH8uTh5LwIPaHkgNZ1uEzxgLJeiHtol3LOmp738n6tCacNY6LbQXulLAlhtGPtQ7TTUik7Qbtd9O111j7i-ecZ_pTBeTsW_CXlAtHHSzyfwujXAfCZDZBT8QW_8UUbH_y4wekaMub4K-hccJWMVxW8mM9n5_hsnNzmEXqw0KHA49tzH128PT4_et-cnL6bHb06aSwnUjRCGNdy6axkhlEGvaOmYwvCjOyGfgDaOqvdYJ0BLhhoZ7qWWKsNCNFrxtt99HLrXU9mBc5CHLMOap39SueNStqrv2-iv1KX6VoNtE6BiCp4fivI6fsEZVQrXyyEoCOkqSjWdqJuLm7QZ_-gyzTlWL9XqUEOhBJJK_ViS9k6tJJhcdcMJeomsvoqql-RVfbpn93fkb8zqsDhFvjhA2z-b1IfTj9ulT8B59igog</recordid><startdate>202003</startdate><enddate>202003</enddate><creator>Bakshi, Rohit</creator><creator>Healy, Brian C.</creator><creator>Dupuy, Sheena L.</creator><creator>Kirkish, Gina</creator><creator>Khalid, Fariha</creator><creator>Gundel, Tristan</creator><creator>Asteggiano, Carlo</creator><creator>Yousuf, Fawad</creator><creator>Alexander, Amber</creator><creator>Hauser, Stephen L.</creator><creator>Weiner, Howard L.</creator><creator>Henry, Roland G.</creator><general>Wiley Subscription Services, Inc</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>7QO</scope><scope>7QP</scope><scope>7TK</scope><scope>8FD</scope><scope>FR3</scope><scope>K9.</scope><scope>P64</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-8601-5534</orcidid></search><sort><creationdate>202003</creationdate><title>Brain MRI Predicts Worsening Multiple Sclerosis Disability over 5 Years in the SUMMIT Study</title><author>Bakshi, Rohit ; Healy, Brian C. ; Dupuy, Sheena L. ; Kirkish, Gina ; Khalid, Fariha ; Gundel, Tristan ; Asteggiano, Carlo ; Yousuf, Fawad ; Alexander, Amber ; Hauser, Stephen L. ; Weiner, Howard L. ; Henry, Roland G.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5098-88bd359dc92b212e6d1b42f02b94767e13dcad7cdbe582eadb430ccabe886a253</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Adult</topic><topic>Atrophy</topic><topic>Atrophy - diagnostic imaging</topic><topic>Atrophy - pathology</topic><topic>Brain</topic><topic>Brain - diagnostic imaging</topic><topic>Brain - pathology</topic><topic>Cohort Studies</topic><topic>Datasets</topic><topic>disability</topic><topic>Disease Progression</topic><topic>Female</topic><topic>Field strength</topic><topic>Heterogeneity</topic><topic>Humans</topic><topic>Lesions</topic><topic>Magnetic resonance imaging</topic><topic>Magnetic Resonance Imaging - methods</topic><topic>Male</topic><topic>Middle Aged</topic><topic>MRI</topic><topic>multicenter study</topic><topic>Multiple sclerosis</topic><topic>Multiple Sclerosis - diagnostic imaging</topic><topic>Multiple Sclerosis - pathology</topic><topic>Neuroimaging</topic><topic>Patients</topic><topic>Prognosis</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bakshi, Rohit</creatorcontrib><creatorcontrib>Healy, Brian C.</creatorcontrib><creatorcontrib>Dupuy, Sheena L.</creatorcontrib><creatorcontrib>Kirkish, Gina</creatorcontrib><creatorcontrib>Khalid, Fariha</creatorcontrib><creatorcontrib>Gundel, Tristan</creatorcontrib><creatorcontrib>Asteggiano, Carlo</creatorcontrib><creatorcontrib>Yousuf, Fawad</creatorcontrib><creatorcontrib>Alexander, Amber</creatorcontrib><creatorcontrib>Hauser, Stephen L.</creatorcontrib><creatorcontrib>Weiner, Howard L.</creatorcontrib><creatorcontrib>Henry, Roland G.</creatorcontrib><creatorcontrib>SUMMIT consortium</creatorcontrib><creatorcontrib>SUMMIT consortium</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Technology Research Database</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>Journal of neuroimaging</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bakshi, Rohit</au><au>Healy, Brian C.</au><au>Dupuy, Sheena L.</au><au>Kirkish, Gina</au><au>Khalid, Fariha</au><au>Gundel, Tristan</au><au>Asteggiano, Carlo</au><au>Yousuf, Fawad</au><au>Alexander, Amber</au><au>Hauser, Stephen L.</au><au>Weiner, Howard L.</au><au>Henry, Roland G.</au><aucorp>SUMMIT consortium</aucorp><aucorp>SUMMIT consortium</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Brain MRI Predicts Worsening Multiple Sclerosis Disability over 5 Years in the SUMMIT Study</atitle><jtitle>Journal of neuroimaging</jtitle><addtitle>J Neuroimaging</addtitle><date>2020-03</date><risdate>2020</risdate><volume>30</volume><issue>2</issue><spage>212</spage><epage>218</epage><pages>212-218</pages><issn>1051-2284</issn><eissn>1552-6569</eissn><abstract>ABSTRACT
BACKGROUND AND PURPOSE
Brain MRI‐derived lesions and atrophy are related to multiple sclerosis (MS) disability. In the Serially Unified Multicenter MS Investigation (SUMMIT), from Brigham and Women's Hospital (BWH) and University of California, San Francisco (UCSF), we assessed whether MRI methodologic heterogeneity may limit the ability to pool multisite data sets to assess 5‐year clinical‐MRI associations.
METHODS
Patients with relapsing‐remitting (RR) MS (n = 100 from each site) underwent baseline brain MRI and baseline and 5‐year clinical evaluations. Patients were matched on sex (74 women each), age, disease duration, and Expanded Disability Status Scale (EDSS) score. MRI was performed with differences between sites in both acquisition (field strength, voxel size, pulse sequences), and postprocessing pipeline to assess brain parenchymal fraction (BPF) and T2 lesion volume (T2LV).
RESULTS
The UCSF cohort showed higher correlation than the BWH cohort between T2LV and disease duration. UCSF showed a higher inverse correlation between BPF and age than BWH. UCSF showed a higher inverse correlation than BWH between BPF and 5‐year EDSS score. Both cohorts showed inverse correlations between BPF and T2LV, with no between‐site difference. The pooled but not individual cohort data showed a link between a lower baseline BPF and the subsequent 5‐year worsening in disability in addition to other stronger relationships in the data.
CONCLUSIONS
MRI acquisition and processing differences may result in some degree of heterogeneity in assessing brain lesion and atrophy measures in patients with MS. Pooling of data across sites is beneficial to correct for potential biases in individual data sets.</abstract><cop>United States</cop><pub>Wiley Subscription Services, Inc</pub><pmid>31994814</pmid><doi>10.1111/jon.12688</doi><tpages>7</tpages><orcidid>https://orcid.org/0000-0001-8601-5534</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adult Atrophy Atrophy - diagnostic imaging Atrophy - pathology Brain Brain - diagnostic imaging Brain - pathology Cohort Studies Datasets disability Disease Progression Female Field strength Heterogeneity Humans Lesions Magnetic resonance imaging Magnetic Resonance Imaging - methods Male Middle Aged MRI multicenter study Multiple sclerosis Multiple Sclerosis - diagnostic imaging Multiple Sclerosis - pathology Neuroimaging Patients Prognosis Young Adult |
title | Brain MRI Predicts Worsening Multiple Sclerosis Disability over 5 Years in the SUMMIT Study |
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