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Reliable measurements of brain atrophy in individual patients with multiple sclerosis

INTRODUCTION: As neurodegeneration is recognized as a major contributor to disability in multiple sclerosis (MS), brain atrophy quantification could have a high added value in clinical practice to assess treatment efficacy and disease progression, provided that it has a sufficiently low measurement...

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Autores principales: Smeets, Dirk, Ribbens, Annemie, Sima, Diana M., Cambron, Melissa, Horakova, Dana, Jain, Saurabh, Maertens, Anke, Van Vlierberghe, Eline, Terzopoulos, Vasilis, Van Binst, Anne‐Marie, Vaneckova, Manuela, Krasensky, Jan, Uher, Tomas, Seidl, Zdenek, De Keyser, Jacques, Nagels, Guy, De Mey, Johan, Havrdova, Eva, Van Hecke, Wim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5036437/
https://www.ncbi.nlm.nih.gov/pubmed/27688944
http://dx.doi.org/10.1002/brb3.518
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author Smeets, Dirk
Ribbens, Annemie
Sima, Diana M.
Cambron, Melissa
Horakova, Dana
Jain, Saurabh
Maertens, Anke
Van Vlierberghe, Eline
Terzopoulos, Vasilis
Van Binst, Anne‐Marie
Vaneckova, Manuela
Krasensky, Jan
Uher, Tomas
Seidl, Zdenek
De Keyser, Jacques
Nagels, Guy
De Mey, Johan
Havrdova, Eva
Van Hecke, Wim
author_facet Smeets, Dirk
Ribbens, Annemie
Sima, Diana M.
Cambron, Melissa
Horakova, Dana
Jain, Saurabh
Maertens, Anke
Van Vlierberghe, Eline
Terzopoulos, Vasilis
Van Binst, Anne‐Marie
Vaneckova, Manuela
Krasensky, Jan
Uher, Tomas
Seidl, Zdenek
De Keyser, Jacques
Nagels, Guy
De Mey, Johan
Havrdova, Eva
Van Hecke, Wim
author_sort Smeets, Dirk
collection PubMed
description INTRODUCTION: As neurodegeneration is recognized as a major contributor to disability in multiple sclerosis (MS), brain atrophy quantification could have a high added value in clinical practice to assess treatment efficacy and disease progression, provided that it has a sufficiently low measurement error to draw meaningful conclusions for an individual patient. METHOD: In this paper, we present an automated longitudinal method based on Jacobian integration for measuring whole‐brain and gray matter atrophy based on anatomical magnetic resonance images (MRI), named MSmetrix. MSmetrix is specifically designed to measure atrophy in patients with MS, by including iterative lesion segmentation and lesion filling based on FLAIR and T1‐weighted MRI scans. RESULTS: MS metrix is compared with SIENA with respect to test–retest error and consistency, resulting in an average test–retest error on an MS data set of 0.13% (MS metrix) and 0.17% (SIENA) and a consistency error of 0.07% (MS metrix) and 0.05% (SIENA). On a healthy subject data set including physiological variability the test–retest is 0.19% (MS metrix) and 0.31% (SIENA). CONCLUSION: Therefore, we can conclude that MSmetrix could be of added value in clinical practice for the follow‐up of treatment and disease progression in MS patients.
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spelling pubmed-50364372016-09-29 Reliable measurements of brain atrophy in individual patients with multiple sclerosis Smeets, Dirk Ribbens, Annemie Sima, Diana M. Cambron, Melissa Horakova, Dana Jain, Saurabh Maertens, Anke Van Vlierberghe, Eline Terzopoulos, Vasilis Van Binst, Anne‐Marie Vaneckova, Manuela Krasensky, Jan Uher, Tomas Seidl, Zdenek De Keyser, Jacques Nagels, Guy De Mey, Johan Havrdova, Eva Van Hecke, Wim Brain Behav Methods INTRODUCTION: As neurodegeneration is recognized as a major contributor to disability in multiple sclerosis (MS), brain atrophy quantification could have a high added value in clinical practice to assess treatment efficacy and disease progression, provided that it has a sufficiently low measurement error to draw meaningful conclusions for an individual patient. METHOD: In this paper, we present an automated longitudinal method based on Jacobian integration for measuring whole‐brain and gray matter atrophy based on anatomical magnetic resonance images (MRI), named MSmetrix. MSmetrix is specifically designed to measure atrophy in patients with MS, by including iterative lesion segmentation and lesion filling based on FLAIR and T1‐weighted MRI scans. RESULTS: MS metrix is compared with SIENA with respect to test–retest error and consistency, resulting in an average test–retest error on an MS data set of 0.13% (MS metrix) and 0.17% (SIENA) and a consistency error of 0.07% (MS metrix) and 0.05% (SIENA). On a healthy subject data set including physiological variability the test–retest is 0.19% (MS metrix) and 0.31% (SIENA). CONCLUSION: Therefore, we can conclude that MSmetrix could be of added value in clinical practice for the follow‐up of treatment and disease progression in MS patients. John Wiley and Sons Inc. 2016-07-19 /pmc/articles/PMC5036437/ /pubmed/27688944 http://dx.doi.org/10.1002/brb3.518 Text en © 2016 The Authors. Brain and Behavior published by Wiley Periodicals, Inc. This is an open access article under the terms of the Creative Commons Attribution (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 Methods
Smeets, Dirk
Ribbens, Annemie
Sima, Diana M.
Cambron, Melissa
Horakova, Dana
Jain, Saurabh
Maertens, Anke
Van Vlierberghe, Eline
Terzopoulos, Vasilis
Van Binst, Anne‐Marie
Vaneckova, Manuela
Krasensky, Jan
Uher, Tomas
Seidl, Zdenek
De Keyser, Jacques
Nagels, Guy
De Mey, Johan
Havrdova, Eva
Van Hecke, Wim
Reliable measurements of brain atrophy in individual patients with multiple sclerosis
title Reliable measurements of brain atrophy in individual patients with multiple sclerosis
title_full Reliable measurements of brain atrophy in individual patients with multiple sclerosis
title_fullStr Reliable measurements of brain atrophy in individual patients with multiple sclerosis
title_full_unstemmed Reliable measurements of brain atrophy in individual patients with multiple sclerosis
title_short Reliable measurements of brain atrophy in individual patients with multiple sclerosis
title_sort reliable measurements of brain atrophy in individual patients with multiple sclerosis
topic Methods
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5036437/
https://www.ncbi.nlm.nih.gov/pubmed/27688944
http://dx.doi.org/10.1002/brb3.518
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