Cargando…

Comparison of multi echo T(2) relaxation and steady state approaches for myelin imaging in the central nervous system

The traditional approach for measuring myelin-associated water with quantitative magnetic resonance imaging (MRI) uses multi-echo T(2) relaxation data to calculate the myelin water fraction (MWF). A fundamentally different approach, abbreviated “mcDESPOT”, uses a more efficient steady-state acquisit...

Descripción completa

Detalles Bibliográficos
Autores principales: Dvorak, Adam V., Ljungberg, Emil, Vavasour, Irene M., Lee, Lisa Eunyoung, Abel, Shawna, Li, David K. B., Traboulsee, Anthony, MacKay, Alex L., Kolind, Shannon H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7809349/
https://www.ncbi.nlm.nih.gov/pubmed/33446710
http://dx.doi.org/10.1038/s41598-020-80585-7
_version_ 1783637102005583872
author Dvorak, Adam V.
Ljungberg, Emil
Vavasour, Irene M.
Lee, Lisa Eunyoung
Abel, Shawna
Li, David K. B.
Traboulsee, Anthony
MacKay, Alex L.
Kolind, Shannon H.
author_facet Dvorak, Adam V.
Ljungberg, Emil
Vavasour, Irene M.
Lee, Lisa Eunyoung
Abel, Shawna
Li, David K. B.
Traboulsee, Anthony
MacKay, Alex L.
Kolind, Shannon H.
author_sort Dvorak, Adam V.
collection PubMed
description The traditional approach for measuring myelin-associated water with quantitative magnetic resonance imaging (MRI) uses multi-echo T(2) relaxation data to calculate the myelin water fraction (MWF). A fundamentally different approach, abbreviated “mcDESPOT”, uses a more efficient steady-state acquisition to generate an equivalent metric (f(M)). Although previous studies have demonstrated inherent instability and bias in the complex mcDESPOT analysis procedure, f(M) has often been used as a surrogate for MWF. We produced and compared multivariate atlases of MWF and f(M) in healthy human brain and cervical spinal cord (available online) and compared their ability to detect multiple sclerosis pathology. A significant bias was found in all regions (p < 10(–5)), albeit reversed for spinal cord (f(M)-MWF =  − 3.4%) compared to brain (+ 6.2%). MWF and f(M) followed an approximately linear relationship for regions with MWF <  ~ 10%. For MWF >  ~ 10%, the relationship broke down and f(M) no longer increased in tandem with MWF. For multiple sclerosis patients, MWF and f(M) Z score maps showed overlapping areas of low Z score and similar trends between patients and brain regions, although those of f(M) generally had greater spatial extent and magnitude of severity. These results will guide future choice of myelin-sensitive quantitative MRI and improve interpretation of studies using either myelin imaging approach.
format Online
Article
Text
id pubmed-7809349
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-78093492021-01-15 Comparison of multi echo T(2) relaxation and steady state approaches for myelin imaging in the central nervous system Dvorak, Adam V. Ljungberg, Emil Vavasour, Irene M. Lee, Lisa Eunyoung Abel, Shawna Li, David K. B. Traboulsee, Anthony MacKay, Alex L. Kolind, Shannon H. Sci Rep Article The traditional approach for measuring myelin-associated water with quantitative magnetic resonance imaging (MRI) uses multi-echo T(2) relaxation data to calculate the myelin water fraction (MWF). A fundamentally different approach, abbreviated “mcDESPOT”, uses a more efficient steady-state acquisition to generate an equivalent metric (f(M)). Although previous studies have demonstrated inherent instability and bias in the complex mcDESPOT analysis procedure, f(M) has often been used as a surrogate for MWF. We produced and compared multivariate atlases of MWF and f(M) in healthy human brain and cervical spinal cord (available online) and compared their ability to detect multiple sclerosis pathology. A significant bias was found in all regions (p < 10(–5)), albeit reversed for spinal cord (f(M)-MWF =  − 3.4%) compared to brain (+ 6.2%). MWF and f(M) followed an approximately linear relationship for regions with MWF <  ~ 10%. For MWF >  ~ 10%, the relationship broke down and f(M) no longer increased in tandem with MWF. For multiple sclerosis patients, MWF and f(M) Z score maps showed overlapping areas of low Z score and similar trends between patients and brain regions, although those of f(M) generally had greater spatial extent and magnitude of severity. These results will guide future choice of myelin-sensitive quantitative MRI and improve interpretation of studies using either myelin imaging approach. Nature Publishing Group UK 2021-01-14 /pmc/articles/PMC7809349/ /pubmed/33446710 http://dx.doi.org/10.1038/s41598-020-80585-7 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Dvorak, Adam V.
Ljungberg, Emil
Vavasour, Irene M.
Lee, Lisa Eunyoung
Abel, Shawna
Li, David K. B.
Traboulsee, Anthony
MacKay, Alex L.
Kolind, Shannon H.
Comparison of multi echo T(2) relaxation and steady state approaches for myelin imaging in the central nervous system
title Comparison of multi echo T(2) relaxation and steady state approaches for myelin imaging in the central nervous system
title_full Comparison of multi echo T(2) relaxation and steady state approaches for myelin imaging in the central nervous system
title_fullStr Comparison of multi echo T(2) relaxation and steady state approaches for myelin imaging in the central nervous system
title_full_unstemmed Comparison of multi echo T(2) relaxation and steady state approaches for myelin imaging in the central nervous system
title_short Comparison of multi echo T(2) relaxation and steady state approaches for myelin imaging in the central nervous system
title_sort comparison of multi echo t(2) relaxation and steady state approaches for myelin imaging in the central nervous system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7809349/
https://www.ncbi.nlm.nih.gov/pubmed/33446710
http://dx.doi.org/10.1038/s41598-020-80585-7
work_keys_str_mv AT dvorakadamv comparisonofmultiechot2relaxationandsteadystateapproachesformyelinimaginginthecentralnervoussystem
AT ljungbergemil comparisonofmultiechot2relaxationandsteadystateapproachesformyelinimaginginthecentralnervoussystem
AT vavasourirenem comparisonofmultiechot2relaxationandsteadystateapproachesformyelinimaginginthecentralnervoussystem
AT leelisaeunyoung comparisonofmultiechot2relaxationandsteadystateapproachesformyelinimaginginthecentralnervoussystem
AT abelshawna comparisonofmultiechot2relaxationandsteadystateapproachesformyelinimaginginthecentralnervoussystem
AT lidavidkb comparisonofmultiechot2relaxationandsteadystateapproachesformyelinimaginginthecentralnervoussystem
AT traboulseeanthony comparisonofmultiechot2relaxationandsteadystateapproachesformyelinimaginginthecentralnervoussystem
AT mackayalexl comparisonofmultiechot2relaxationandsteadystateapproachesformyelinimaginginthecentralnervoussystem
AT kolindshannonh comparisonofmultiechot2relaxationandsteadystateapproachesformyelinimaginginthecentralnervoussystem