Brain MRI Predicts Worsening Multiple Sclerosis Disability over 5 Years in the SUMMIT Study

被引:14
作者
Bakshi, Rohit [1 ,2 ,4 ]
Healy, Brian C. [1 ]
Dupuy, Sheena L. [1 ]
Kirkish, Gina [3 ]
Khalid, Fariha [1 ]
Gundel, Tristan [3 ]
Asteggiano, Carlo [3 ]
Yousuf, Fawad [1 ]
Alexander, Amber [3 ]
Hauser, Stephen L. [3 ]
Weiner, Howard L. [1 ]
Henry, Roland G. [3 ]
Anderson, Mark [4 ]
Chitnis, Tanuja [4 ]
Healy, Brian [4 ]
Patsopoulos, Nikolaos [4 ]
Polgar-Turcsanyi, Mariann [4 ]
Quintana, Francisco [4 ]
Saraceno, Taylor [4 ]
Weiner, Howard [4 ]
Arias, Jalayne [5 ]
Bove, Riley [5 ]
Gomez, Refujia [5 ]
Hauser, Stephen [5 ]
Henry, Roland [5 ]
Hollenbach, Jill [5 ]
Lincoln, Robin [5 ]
Oksenberg, Jorge [5 ]
Renschen, Adam [5 ]
Santaniello, Adam [5 ]
机构
[1] Harvard Med Sch, Brigham & Womens Hosp, Partners MS Ctr, Dept Neurol,Lab Neuroimaging Res, Boston, MA 02115 USA
[2] Harvard Med Sch, Brigham & Womens Hosp, Partners MS Ctr, Dept Radiol,Lab Neuroimaging Res, Boston, MA 02115 USA
[3] Univ Calif San Francisco, Dept Neurol, San Francisco, CA USA
[4] Harvard Med Sch, Brigham & Womens Hosp, Boston, MA 02115 USA
[5] Univ Calif San Francisco, San Francisco, CA 94143 USA
关键词
Multiple sclerosis; MRI; brain; neuroimaging; disability; multicenter study; CEREBRAL ATROPHY; 3T MRI; LESION; VOLUME; QUANTIFICATION; MATTER; ONSET; 1.5T; SPM;
D O I
10.1111/jon.12688
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
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.
引用
收藏
页码:212 / 218
页数:7
相关论文
共 40 条
[1]   Multiple Sclerosis: Mechanisms and Immunotherapy [J].
Baecher-Allan, Clare ;
Kaskow, Belinda J. ;
Weiner, Howard L. .
NEURON, 2018, 97 (04) :742-768
[2]   Intra-and interscanner variability of magnetic resonance imaging based volumetry in multiple sclerosis [J].
Biberacher, Viola ;
Schmidt, Paul ;
Keshavan, Anisha ;
Boucard, Christine C. ;
Righart, Ruthger ;
Saemann, Philipp ;
Preibisch, Christine ;
Froebel, Daniel ;
Aly, Lilian ;
Hemmer, Bernhard ;
Zimmer, Claus ;
Henry, Roland G. ;
Muehlau, Mark .
NEUROIMAGE, 2016, 142 :479-488
[3]   SUMMIT (Serially Unified Multicenter Multiple Sclerosis Investigation): creating a repository of deeply phenotyped contemporary multiple sclerosis cohorts [J].
Bove, Riley ;
Chitnis, Tanuja ;
Cree, Bruce A. C. ;
Tintore, Mar ;
Naegelin, Yvonne ;
Uitdehaag, Bernard M. J. ;
Kappos, Ludwig ;
Khoury, Samia J. ;
Montalban, Xavier ;
Hauser, Stephen L. ;
Weiner, Howard L. .
MULTIPLE SCLEROSIS JOURNAL, 2018, 24 (11) :1485-1498
[4]   MRI in multiple sclerosis: a review of the current literature [J].
Ceccarelli, Antonia ;
Bakshi, Rohit ;
Neema, Mohit .
CURRENT OPINION IN NEUROLOGY, 2012, 25 (04) :402-409
[5]   Whole brain and deep gray matter atrophy detection over 5 years with 3T MRI in multiple sclerosis using a variety of automated segmentation pipelines [J].
Chu, Renxin ;
Kim, Gloria ;
Tauhid, Shahamat ;
Khalid, Fariha ;
Healy, Brian C. ;
Bakshi, Rohit .
PLOS ONE, 2018, 13 (11)
[6]   Whole Brain Volume Measured from 1.5T versus 3T MRI in Healthy Subjects and Patients with Multiple Sclerosis [J].
Chu, Renxin ;
Tauhid, Shahamat ;
Glanz, Bonnie I. ;
Healy, Brian C. ;
Kim, Gloria ;
Oommen, Vinit V. ;
Khalid, Fariha ;
Neema, Mohit ;
Bakshi, Rohit .
JOURNAL OF NEUROIMAGING, 2016, 26 (01) :62-67
[7]   Using multiple imputation to efficiently correct cerebral MRI whole brain lesion and atrophy data in patients with multiple sclerosis [J].
Chua, Alicia S. ;
Egorova, Svetlana ;
Anderson, Mark C. ;
Polgar-Turcsanyi, Mariann ;
Chitnis, Tanuja ;
Weiner, Howard L. ;
Guttmann, Charles R. G. ;
Bakshi, Rohit ;
Healy, Brian C. .
NEUROIMAGE, 2015, 119 :81-88
[8]   Handling changes in MRI acquisition parameters in modeling whole brain lesion volume and atrophy data in multiple sclerosis subjects: Comparison of linear mixed-effect models [J].
Chua, Alicia S. ;
Egorova, Svetlana ;
Anderson, Mark C. ;
Polgar-Turcsanyi, Mariann ;
Chitnis, Tanuja ;
Weiner, Howard L. ;
Guttmann, Charles R. G. ;
Bakshi, Rohit ;
Healy, Brian C. .
NEUROIMAGE-CLINICAL, 2015, 8 :606-610
[9]   Quantification of Global Cerebral Atrophy in Multiple Sclerosis from 3T MRI Using SPM: The Role of Misclassification Errors [J].
Dell'Oglio, Elisa ;
Ceccarelli, Antonia ;
Glanz, Bonnie I. ;
Healy, Brian C. ;
Tauhid, Shahamat ;
Arora, Ashish ;
Saravanan, Nikila ;
Bruha, Matthew J. ;
Vartanian, Alexander V. ;
Dupuy, Sheena L. ;
Benedict, Ralph H. B. ;
Bakshi, Rohit ;
Neema, Mohit .
JOURNAL OF NEUROIMAGING, 2015, 25 (02) :191-199
[10]   MRI detection of hypointense brain lesions in patients with multiple sclerosis: T1 spin-echo vs. gradient-echo [J].
Dupuy, Sheena L. ;
Tauhid, Shahamat ;
Kim, Gloria ;
Chu, Renxin ;
Tummala, Subhash ;
Hurwitz, Shelley ;
Bakshi, Rohit .
EUROPEAN JOURNAL OF RADIOLOGY, 2015, 84 (08) :1564-1568