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Quantification of Cervical Cord Cross-Sectional Area: Which Acquisition, Vertebra Level, and Analysis Software? A Multicenter Repeatability Study on a Traveling Healthy Volunteer
Background: Considerable spinal cord (SC) atrophy occurs in multiple sclerosis (MS). While MRI-based techniques for SC cross-sectional area (CSA) quantification have improved over time, there is no common agreement on whether to measure at single vertebral levels or across larger regions and whether...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8371197/ https://www.ncbi.nlm.nih.gov/pubmed/34421797 http://dx.doi.org/10.3389/fneur.2021.693333 |
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author | Lukas, Carsten Bellenberg, Barbara Prados, Ferran Valsasina, Paola Parmar, Katrin Brouwer, Iman Pareto, Deborah Rovira, Àlex Sastre-Garriga, Jaume Gandini Wheeler-Kingshott, Claudia A. M. Kappos, Ludwig Rocca, Maria A. Filippi, Massimo Yiannakas, Marios Barkhof, Frederik Vrenken, Hugo |
author_facet | Lukas, Carsten Bellenberg, Barbara Prados, Ferran Valsasina, Paola Parmar, Katrin Brouwer, Iman Pareto, Deborah Rovira, Àlex Sastre-Garriga, Jaume Gandini Wheeler-Kingshott, Claudia A. M. Kappos, Ludwig Rocca, Maria A. Filippi, Massimo Yiannakas, Marios Barkhof, Frederik Vrenken, Hugo |
author_sort | Lukas, Carsten |
collection | PubMed |
description | Background: Considerable spinal cord (SC) atrophy occurs in multiple sclerosis (MS). While MRI-based techniques for SC cross-sectional area (CSA) quantification have improved over time, there is no common agreement on whether to measure at single vertebral levels or across larger regions and whether upper SC CSA can be reliably measured from brain images. Aim: To compare in a multicenter setting three CSA measurement methods in terms of repeatability at different anatomical levels. To analyze the agreement between measurements performed on the cervical cord and on brain MRI. Method: One healthy volunteer was scanned three times on the same day in six sites (three scanner vendors) using a 3T MRI protocol including sagittal 3D T1-weighted imaging of the brain (covering the upper cervical cord) and of the SC. Images were analyzed using two semiautomated methods [NeuroQLab (NQL) and the Active Surface Model (ASM)] and the fully automated Spinal Cord Toolbox (SCT) on different vertebral levels (C1–C2; C2/3) on SC and brain images and the entire cervical cord (C1–C7) on SC images only. Results: CSA estimates were significantly smaller using SCT compared to NQL and ASM (p < 0.001), regardless of the cord level. Inter-scanner repeatability was best in C1–C7: coefficients of variation for NQL, ASM, and SCT: 0.4, 0.6, and 1.0%, respectively. CSAs estimated in brain MRI were slightly lower than in SC MRI (all p ≤ 0.006 at the C1–C2 level). Despite protocol harmonization between the centers with regard to image resolution and use of high-contrast 3D T1-weighted sequences, the variability of CSA was partly scanner dependent probably due to differences in scanner geometry, coil design, and details of the MRI parameter settings. Conclusion: For CSA quantification, dedicated isotropic SC MRI should be acquired, which yielded best repeatability in the entire cervical cord. In the upper part of the cervical cord, use of brain MRI scans entailed only a minor loss of CSA repeatability compared to SC MRI. Due to systematic differences between scanners and the CSA quantification software, both should be kept constant within a study. The MRI dataset of this study is available publicly to test new analysis approaches. |
format | Online Article Text |
id | pubmed-8371197 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-83711972021-08-19 Quantification of Cervical Cord Cross-Sectional Area: Which Acquisition, Vertebra Level, and Analysis Software? A Multicenter Repeatability Study on a Traveling Healthy Volunteer Lukas, Carsten Bellenberg, Barbara Prados, Ferran Valsasina, Paola Parmar, Katrin Brouwer, Iman Pareto, Deborah Rovira, Àlex Sastre-Garriga, Jaume Gandini Wheeler-Kingshott, Claudia A. M. Kappos, Ludwig Rocca, Maria A. Filippi, Massimo Yiannakas, Marios Barkhof, Frederik Vrenken, Hugo Front Neurol Neurology Background: Considerable spinal cord (SC) atrophy occurs in multiple sclerosis (MS). While MRI-based techniques for SC cross-sectional area (CSA) quantification have improved over time, there is no common agreement on whether to measure at single vertebral levels or across larger regions and whether upper SC CSA can be reliably measured from brain images. Aim: To compare in a multicenter setting three CSA measurement methods in terms of repeatability at different anatomical levels. To analyze the agreement between measurements performed on the cervical cord and on brain MRI. Method: One healthy volunteer was scanned three times on the same day in six sites (three scanner vendors) using a 3T MRI protocol including sagittal 3D T1-weighted imaging of the brain (covering the upper cervical cord) and of the SC. Images were analyzed using two semiautomated methods [NeuroQLab (NQL) and the Active Surface Model (ASM)] and the fully automated Spinal Cord Toolbox (SCT) on different vertebral levels (C1–C2; C2/3) on SC and brain images and the entire cervical cord (C1–C7) on SC images only. Results: CSA estimates were significantly smaller using SCT compared to NQL and ASM (p < 0.001), regardless of the cord level. Inter-scanner repeatability was best in C1–C7: coefficients of variation for NQL, ASM, and SCT: 0.4, 0.6, and 1.0%, respectively. CSAs estimated in brain MRI were slightly lower than in SC MRI (all p ≤ 0.006 at the C1–C2 level). Despite protocol harmonization between the centers with regard to image resolution and use of high-contrast 3D T1-weighted sequences, the variability of CSA was partly scanner dependent probably due to differences in scanner geometry, coil design, and details of the MRI parameter settings. Conclusion: For CSA quantification, dedicated isotropic SC MRI should be acquired, which yielded best repeatability in the entire cervical cord. In the upper part of the cervical cord, use of brain MRI scans entailed only a minor loss of CSA repeatability compared to SC MRI. Due to systematic differences between scanners and the CSA quantification software, both should be kept constant within a study. The MRI dataset of this study is available publicly to test new analysis approaches. Frontiers Media S.A. 2021-08-04 /pmc/articles/PMC8371197/ /pubmed/34421797 http://dx.doi.org/10.3389/fneur.2021.693333 Text en Copyright © 2021 Lukas, Bellenberg, Prados, Valsasina, Parmar, Brouwer, Pareto, Rovira, Sastre-Garriga, Gandini Wheeler-Kingshott, Kappos, Rocca, Filippi, Yiannakas, Barkhof and Vrenken. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neurology Lukas, Carsten Bellenberg, Barbara Prados, Ferran Valsasina, Paola Parmar, Katrin Brouwer, Iman Pareto, Deborah Rovira, Àlex Sastre-Garriga, Jaume Gandini Wheeler-Kingshott, Claudia A. M. Kappos, Ludwig Rocca, Maria A. Filippi, Massimo Yiannakas, Marios Barkhof, Frederik Vrenken, Hugo Quantification of Cervical Cord Cross-Sectional Area: Which Acquisition, Vertebra Level, and Analysis Software? A Multicenter Repeatability Study on a Traveling Healthy Volunteer |
title | Quantification of Cervical Cord Cross-Sectional Area: Which Acquisition, Vertebra Level, and Analysis Software? A Multicenter Repeatability Study on a Traveling Healthy Volunteer |
title_full | Quantification of Cervical Cord Cross-Sectional Area: Which Acquisition, Vertebra Level, and Analysis Software? A Multicenter Repeatability Study on a Traveling Healthy Volunteer |
title_fullStr | Quantification of Cervical Cord Cross-Sectional Area: Which Acquisition, Vertebra Level, and Analysis Software? A Multicenter Repeatability Study on a Traveling Healthy Volunteer |
title_full_unstemmed | Quantification of Cervical Cord Cross-Sectional Area: Which Acquisition, Vertebra Level, and Analysis Software? A Multicenter Repeatability Study on a Traveling Healthy Volunteer |
title_short | Quantification of Cervical Cord Cross-Sectional Area: Which Acquisition, Vertebra Level, and Analysis Software? A Multicenter Repeatability Study on a Traveling Healthy Volunteer |
title_sort | quantification of cervical cord cross-sectional area: which acquisition, vertebra level, and analysis software? a multicenter repeatability study on a traveling healthy volunteer |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8371197/ https://www.ncbi.nlm.nih.gov/pubmed/34421797 http://dx.doi.org/10.3389/fneur.2021.693333 |
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