Improved Assessment of Longitudinal Spinal Cord Atrophy in Multiple Sclerosis Using a Registration‐Based Approach: Relevance for Clinical Studies. Issue 5 (28th September 2021)

• Record Type: Journal Article
• Authors: Valsasina, Paola; Horsfield, Mark A.; Meani, Alessandro; Gobbi, Claudio; Gallo, Antonio; Rocca, Maria A.; Filippi, Massimo
• Is Part Of: Journal of magnetic resonance imaging. Volume 55:Issue 5(2022)
• Page Start: 1559
• Page End: 1568
• Publication Date: 2021-09-28
• Subjects: multiple sclerosis -- spinal cord -- volumetric measurement -- registration; Magnetic resonance imaging -- Periodicals; 616
• DOI: 10.1002/jmri.27937
• Languages: English
• ISSNs: 1053-1807

Abstract

Abstract : Background: Reliable measurements of cervical cord atrophy progression may be useful for monitoring neurodegeneration in multiple sclerosis (MS). Purpose: To compare a new, registration‐based (Reg) method with two existing methods (active surface [AS] and propagation segmentation [PropSeg]) to measure cord atrophy changes over time in MS. Study Type: Retrospective. Subjects: Cohort I: Eight healthy controls (HC) and 28 MS patients enrolled at a single institution, and cohort II: 25 HC and 63 MS patients enrolled at three European sites. Field Strength/Sequence: 3D T1‐weighted gradient echo sequence, acquired at 1.5 T (cohort I) and 3.0 T (cohort II). Assessment: Percentage cord area changes (PCACs) between baseline and follow‐up (cohort I: 2.34 years [interquartile range = 2.00–2.55 years], cohort II: 1.05 years [interquartile range = 1.01–1.18 years]) were evaluated for all subjects using Reg, AS, and PropSeg. Reg included an accurate registration of baseline and follow‐up straightened cord images, followed by AS‐based optimized cord segmentation. A subset of studies was analyzed twice by two observers. Statistical Tests: Linear regression models were used to estimate annualized PCAC, and effect sizes expressed as the ratio between the estimated differences and HC error term ( P < 0.05). Reproducibility was assessed by linear mixed‐effect models. Annualized PCACs were used for sample size calculations (significance: α = 0.05, power: 1 − β = 0.80). Results: Annualized PCACs and related standard errors (SEs) were lower with Reg than with other methods: PCAC in MS patients at 1.5 T was −1.12% (SE = 0.22) with Reg, −1.32% (SE = 0.30) with AS, and −1.40% (SE = 0.33) with PropSeg, while at 3.0 T PCAC was −0.83% (SE = 0.25) with Reg, −0.92% (SE = 0.32) with AS, and −1.18 (SE = 0.53) with PropSeg. This was reflected in larger effect sizes and lower sample sizes. Intra‐ and inter‐observer agreement range was 0.72–0.91 with AS, and it was >0.96 with Reg. Data Conclusion: The results support the use of the registration method to measure cervical cord atrophy progression in future MS clinical studies. Level of Evidence: 3 Technical Efficacy Stage: 2