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
Hauptverfasser: 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.
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container_end_page 218
container_issue 2
container_start_page 212
container_title Journal of neuroimaging
container_volume 30
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
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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. 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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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