Reliable measurements of cervical cord atrophy progression may be useful for monitoring neurodegeneration in multiple sclerosis (MS).

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.

Improved Assessment of Longitudinal Spinal Cord Atrophy in Multiple Sclerosis Using a Registration-Based Approach: Relevance for Clinical Studies / Valsasina, Paola; Horsfield, Mark A; Meani, Alessandro; Gobbi, Claudio; Gallo, Antonio; Rocca, Maria A; Filippi, Massimo. - In: JOURNAL OF MAGNETIC RESONANCE IMAGING. - ISSN 1053-1807. - 55:5(2022), pp. 1559-1568. [Epub ahead of print] [10.1002/jmri.27937]

Improved Assessment of Longitudinal Spinal Cord Atrophy in Multiple Sclerosis Using a Registration-Based Approach: Relevance for Clinical Studies

Rocca, Maria A;Filippi, Massimo
2022-01-01

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.
2022
28-set-2021
Inglese
John Wiley and Sons Inc
55
5
1559
1568
Epub ahead of print
Reliable measurements of cervical cord atrophy progression may be useful for monitoring neurodegeneration in multiple sclerosis (MS).
multiple sclerosis
registration
spinal cord
volumetric measurement
Improved Assessment of Longitudinal Spinal Cord Atrophy in Multiple Sclerosis Using a Registration-Based Approach: Relevance for Clinical Studies / Valsasina, Paola; Horsfield, Mark A; Meani, Alessandro; Gobbi, Claudio; Gallo, Antonio; Rocca, Maria A; Filippi, Massimo. - In: JOURNAL OF MAGNETIC RESONANCE IMAGING. - ISSN 1053-1807. - 55:5(2022), pp. 1559-1568. [Epub ahead of print] [10.1002/jmri.27937]
none
7
info:eu-repo/semantics/article
262
Valsasina, Paola; Horsfield, Mark A; Meani, Alessandro; Gobbi, Claudio; Gallo, Antonio; Rocca, Maria A; Filippi, Massimo
1 Contributo su Rivista::1.1 Articolo in rivista
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11768/119197
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