Spinal cord atrophy in a primary progressive multiple sclerosis trial: Improved sample size using GBSI

被引:17
作者
Moccia, Marcello [1 ,2 ]
Valsecchi, Nicola [1 ]
Ciccarelli, Olga [1 ,3 ]
Van Schijndel, Ronald [5 ]
Barkhof, Frederik [1 ,3 ,4 ,5 ]
Prados, Ferran [1 ,3 ,4 ,6 ]
机构
[1] UCL, Fac Brain Sci, UCL Queen Sq Inst Neurol, Queen Sq Multiple Sclerosis Ctr,Dept Neuroinflamm, 10-12 Russell Sq, London WC1B 5EH, England
[2] Univ Naples Federico II, Dept Neurosci, Multiple Sclerosis Clin Care & Res Ctr, Naples, Italy
[3] Univ Coll London Hosp Biomed Res Ctr, Natl Inst Hlth Res, London, England
[4] UCL, Dept Med Phys & Bioengn, Ctr Med Image Comp, London, England
[5] Vrije Univ Amsterdam Med Ctr, Dept Radiol & Nucl Med, Amsterdam, Netherlands
[6] Open Univ Catalonia, Barcelona, Spain
关键词
Multiple sclerosis; Spinal cord; Atrophy; Clinical trial; GBSI; PHYSICAL-DISABILITY; BRAIN; AREA; QUANTIFICATION; SEGMENTATION;
D O I
10.1016/j.nicl.2020.102418
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
Background: We aimed to evaluate the implications for clinical trial design of the generalised boundary-shift integral (GBSI) for spinal cord atrophy measurement. Methods: We included 220 primary-progressive multiple sclerosis patients from a phase 2 clinical trial, with baseline and week-48 3DT1-weighted MRI of the brain and spinal cord (1 x 1 x 1 mm(3)), acquired separately. We obtained segmentation-based cross-sectional spinal cord area (CSA) at C1-2 (from both brain and spinal cord MRI) and C2-5 levels (from spinal cord MRI) using DeepSeg, and, then, we computed corresponding GBSI. Results: Depending on the spinal cord segment, we included 67.4-98.1% patients for CSA measurements, and 66.9-84.2% for GBSI. Spinal cord atrophy measurements obtained with GBSI had lower measurement variability, than corresponding CSA. Looking at the image noise floor, the lowest median standard deviation of the MRI signal within the cerebrospinal fluid surrounding the spinal cord was found on brain MRI at the C1-2 level. Spinal cord atrophy derived from brain MRI was related to the corresponding measures from dedicated spinal cord MRI, more strongly for GBSI than CSA. Spinal cord atrophy measurements using GBSI, but not CSA, were associated with upper and lower limb motor progression. Discussion: Notwithstanding the reduced measurement variability, the clinical correlates, and the possibility of using brain acquisitions, spinal cord atrophy using GBSI should remain a secondary outcome measure in MS studies, until further advancements increase the quality of acquisition and reliability of processing.
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页数:10
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