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Whole‐brain atrophy assessed by proportional‐ versus registration‐based pipelines from 3T MRI in multiple sclerosis
BACKGROUND AND PURPOSE: Whole‐brain atrophy is a standard outcome measure in multiple sclerosis (MS) clinical trials as assessed by various software tools. The effect of processing method on the validity of such data obtained from high‐resolution 3T MRI is not known. We compared two commonly used me...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6085901/ https://www.ncbi.nlm.nih.gov/pubmed/30019857 http://dx.doi.org/10.1002/brb3.1068 |
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author | Hemond, Christopher C. Chu, Renxin Tummala, Subhash Tauhid, Shahamat Healy, Brian C. Bakshi, Rohit |
author_facet | Hemond, Christopher C. Chu, Renxin Tummala, Subhash Tauhid, Shahamat Healy, Brian C. Bakshi, Rohit |
author_sort | Hemond, Christopher C. |
collection | PubMed |
description | BACKGROUND AND PURPOSE: Whole‐brain atrophy is a standard outcome measure in multiple sclerosis (MS) clinical trials as assessed by various software tools. The effect of processing method on the validity of such data obtained from high‐resolution 3T MRI is not known. We compared two commonly used methods of quantifying whole‐brain atrophy. METHODS: Three‐dimensional T1‐weighted and FLAIR images were obtained at 3T in MS (n = 61) and normal control (NC, n = 30) groups. Whole‐brain atrophy was assessed by two automated pipelines: (a) SPM8 to derive brain parenchymal fraction (BPF, proportional‐based method); (b) SIENAX to derive normalized brain parenchymal volume (BPV, registration method). We assessed agreement between BPF and BPV, as well their relationship to Expanded Disability Status Scale (EDSS) score, timed 25‐foot walk (T25FW), cognition, and cerebral T2 (FLAIR) lesion volume (T2LV). RESULTS: Brain parenchymal fraction and BPV showed only partial agreement (r = 0.73) in the MS group, and r = 0.28 in NC. Both methods showed atrophy in MS versus NC (BPF p < 0.01, BPV p < 0.05). Within MS group comparisons, BPF (p < 0.05) but not BPV (p > 0.05) correlated with EDSS score. BPV (p = 0.03) but not BPF (p = 0.08) correlated with T25FW. Both metrics correlated with T2LV (p < 0.05) and cognitive subscales. BPF (p < 0.05) but not BPV (p > 0.05) showed lower brain volume in cognitively impaired (n = 23) versus cognitively preserved (n = 38) patients. However, direct comparisons of BPF and BPV sensitivities to atrophy and clinical correlations were not statistically significant. CONCLUSION: Whole‐brain atrophy metrics may not be interchangeable between proportional‐ and registration‐based automated pipelines from 3T MRI in patients with MS. |
format | Online Article Text |
id | pubmed-6085901 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-60859012018-08-16 Whole‐brain atrophy assessed by proportional‐ versus registration‐based pipelines from 3T MRI in multiple sclerosis Hemond, Christopher C. Chu, Renxin Tummala, Subhash Tauhid, Shahamat Healy, Brian C. Bakshi, Rohit Brain Behav Original Research BACKGROUND AND PURPOSE: Whole‐brain atrophy is a standard outcome measure in multiple sclerosis (MS) clinical trials as assessed by various software tools. The effect of processing method on the validity of such data obtained from high‐resolution 3T MRI is not known. We compared two commonly used methods of quantifying whole‐brain atrophy. METHODS: Three‐dimensional T1‐weighted and FLAIR images were obtained at 3T in MS (n = 61) and normal control (NC, n = 30) groups. Whole‐brain atrophy was assessed by two automated pipelines: (a) SPM8 to derive brain parenchymal fraction (BPF, proportional‐based method); (b) SIENAX to derive normalized brain parenchymal volume (BPV, registration method). We assessed agreement between BPF and BPV, as well their relationship to Expanded Disability Status Scale (EDSS) score, timed 25‐foot walk (T25FW), cognition, and cerebral T2 (FLAIR) lesion volume (T2LV). RESULTS: Brain parenchymal fraction and BPV showed only partial agreement (r = 0.73) in the MS group, and r = 0.28 in NC. Both methods showed atrophy in MS versus NC (BPF p < 0.01, BPV p < 0.05). Within MS group comparisons, BPF (p < 0.05) but not BPV (p > 0.05) correlated with EDSS score. BPV (p = 0.03) but not BPF (p = 0.08) correlated with T25FW. Both metrics correlated with T2LV (p < 0.05) and cognitive subscales. BPF (p < 0.05) but not BPV (p > 0.05) showed lower brain volume in cognitively impaired (n = 23) versus cognitively preserved (n = 38) patients. However, direct comparisons of BPF and BPV sensitivities to atrophy and clinical correlations were not statistically significant. CONCLUSION: Whole‐brain atrophy metrics may not be interchangeable between proportional‐ and registration‐based automated pipelines from 3T MRI in patients with MS. John Wiley and Sons Inc. 2018-07-18 /pmc/articles/PMC6085901/ /pubmed/30019857 http://dx.doi.org/10.1002/brb3.1068 Text en © 2018 The Authors. Brain and Behavior published by Wiley Periodicals, Inc. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Research Hemond, Christopher C. Chu, Renxin Tummala, Subhash Tauhid, Shahamat Healy, Brian C. Bakshi, Rohit Whole‐brain atrophy assessed by proportional‐ versus registration‐based pipelines from 3T MRI in multiple sclerosis |
title | Whole‐brain atrophy assessed by proportional‐ versus registration‐based pipelines from 3T MRI in multiple sclerosis |
title_full | Whole‐brain atrophy assessed by proportional‐ versus registration‐based pipelines from 3T MRI in multiple sclerosis |
title_fullStr | Whole‐brain atrophy assessed by proportional‐ versus registration‐based pipelines from 3T MRI in multiple sclerosis |
title_full_unstemmed | Whole‐brain atrophy assessed by proportional‐ versus registration‐based pipelines from 3T MRI in multiple sclerosis |
title_short | Whole‐brain atrophy assessed by proportional‐ versus registration‐based pipelines from 3T MRI in multiple sclerosis |
title_sort | whole‐brain atrophy assessed by proportional‐ versus registration‐based pipelines from 3t mri in multiple sclerosis |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6085901/ https://www.ncbi.nlm.nih.gov/pubmed/30019857 http://dx.doi.org/10.1002/brb3.1068 |
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