TY - JOUR
T1 - Brain atrophy and lesion burden are associated with disability progression in a multiple sclerosis real-world dataset using only T2-FLAIR
T2 - The NeuroSTREAM MSBase study
AU - Barnett, Michael
AU - Bergsland, Niels
AU - Weinstock-Guttman, Bianca
AU - Butzkueven, Helmut
AU - Kalincik, Tomas
AU - Desmond, Patricia
AU - Gaillard, Frank
AU - van Pesch, Vincent
AU - Ozakbas, Serkan
AU - Rojas, Juan Ignacio
AU - Boz, Cavit
AU - Altintas, Ayse
AU - Wang, Chenyu
AU - Dwyer, Michael G.
AU - Yang, Suzie
AU - Jakimovski, Dejan
AU - Kyle, Kain
AU - Ramasamy, Deepa P.
AU - Zivadinov, Robert
N1 - Funding Information:
Vincent van Pesch has received travel grants from Merck, Biogen, Sanofi, Celgene, Almirall and Roche. His institution has received research grants and consultancy fees from Roche, Biogen, Sanofi, Celgene, Merck, Almirall and Novartis Pharma.
Funding Information:
Research reported in this publication was funded by the Novartis.
Funding Information:
Michael G. Dwyer received personal compensation from Keystone Heart for speaking and consultant fees. He received financial support for research activities from Bristol Myers Squibb, Novartis and Keystone Heart.
Funding Information:
Michael Barnett reports research grants from Genzyme-Sanofi, Novartis, Biogen, and Merck outside the submitted work. He is a co-founder of RxMx and Research Director for the Sydney Neuroimaging Analysis Centre.
Publisher Copyright:
© 2021 The Author(s)
PY - 2021/1
Y1 - 2021/1
N2 - Background: Methodological challenges limit the use of brain atrophy and lesion burden measures in the follow-up of multiple sclerosis (MS) patients on clinical routine datasets. Objective: To determine the feasibility of T2-FLAIR-only measures of lateral ventricular volume (LVV) and salient central lesion volume (SCLV), as markers of disability progression (DP) in MS. Methods: A total of 3,228 MS patients from 9 MSBase centers in 5 countries were enrolled. Of those, 2,875 (218 with clinically isolated syndrome, 2,231 with relapsing-remitting and 426 with progressive disease subtype) fulfilled inclusion and exclusion criteria. Patients were scanned on either 1.5 T or 3 T MRI scanners, and 5,750 brain scans were collected at index and on average after 42.3 months at post-index. Demographic and clinical data were collected from the MSBase registry. LVV and SCLV were measured on clinical routine T2-FLAIR images. Results: Longitudinal LVV and SCLV analyses were successful in 96% of the scans. 57% of patients had scanner-related changes over the follow-up. After correcting for age, sex, disease duration, disability, disease-modifying therapy and LVV at index, and follow-up time, MS patients with DP (n = 671) had significantly greater absolute LVV change compared to stable (n = 1,501) or disability improved (DI, n = 248) MS patients (2.0 mL vs. 1.4 mL vs. 1.1 mL, respectively, ANCOVA p < 0.001, post-hoc pair-wise DP vs. Stable p = 0.003; and DP vs. DI, p = 0.002). Similar ANCOVA model was also significant for SCLV (p = 0.03). Conclusions: LVV-based atrophy and SCLV-based lesion outcomes are feasible on clinically acquired T2-FLAIR scans in a multicenter fashion and are associated with DP over mid-term.
AB - Background: Methodological challenges limit the use of brain atrophy and lesion burden measures in the follow-up of multiple sclerosis (MS) patients on clinical routine datasets. Objective: To determine the feasibility of T2-FLAIR-only measures of lateral ventricular volume (LVV) and salient central lesion volume (SCLV), as markers of disability progression (DP) in MS. Methods: A total of 3,228 MS patients from 9 MSBase centers in 5 countries were enrolled. Of those, 2,875 (218 with clinically isolated syndrome, 2,231 with relapsing-remitting and 426 with progressive disease subtype) fulfilled inclusion and exclusion criteria. Patients were scanned on either 1.5 T or 3 T MRI scanners, and 5,750 brain scans were collected at index and on average after 42.3 months at post-index. Demographic and clinical data were collected from the MSBase registry. LVV and SCLV were measured on clinical routine T2-FLAIR images. Results: Longitudinal LVV and SCLV analyses were successful in 96% of the scans. 57% of patients had scanner-related changes over the follow-up. After correcting for age, sex, disease duration, disability, disease-modifying therapy and LVV at index, and follow-up time, MS patients with DP (n = 671) had significantly greater absolute LVV change compared to stable (n = 1,501) or disability improved (DI, n = 248) MS patients (2.0 mL vs. 1.4 mL vs. 1.1 mL, respectively, ANCOVA p < 0.001, post-hoc pair-wise DP vs. Stable p = 0.003; and DP vs. DI, p = 0.002). Similar ANCOVA model was also significant for SCLV (p = 0.03). Conclusions: LVV-based atrophy and SCLV-based lesion outcomes are feasible on clinically acquired T2-FLAIR scans in a multicenter fashion and are associated with DP over mid-term.
KW - Brain atrophy
KW - Disability progression
KW - Lateral ventricle volume
KW - Lesion burden
KW - Multiple sclerosis
KW - Salient central lesion volume
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U2 - 10.1016/j.nicl.2021.102802
DO - 10.1016/j.nicl.2021.102802
M3 - Article
AN - SCOPUS:85113747824
SN - 2213-1582
VL - 32
JO - NeuroImage: Clinical
JF - NeuroImage: Clinical
M1 - 102802
ER -