Cargando…

Longitudinal development in the preterm thalamus and posterior white matter: MRI correlations between diffusion weighted imaging and T2 relaxometry

Infants born prematurely are at increased risk of adverse neurodevelopmental outcome. The measurement of white matter tissue composition and structure can help predict functional performance. Specifically, measurements of myelination and indicators of myelination status in the preterm brain could be...

Descripción completa

Detalles Bibliográficos
Autores principales: Melbourne, Andrew, Eaton‐Rosen, Zach, Orasanu, Eliza, Price, David, Bainbridge, Alan, Cardoso, M. Jorge, Kendall, Giles S., Robertson, Nicola J., Marlow, Neil, Ourselin, Sebastien
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/PMC4949539/
https://www.ncbi.nlm.nih.gov/pubmed/26996400
http://dx.doi.org/10.1002/hbm.23188
_version_ 1782443447682072576
author Melbourne, Andrew
Eaton‐Rosen, Zach
Orasanu, Eliza
Price, David
Bainbridge, Alan
Cardoso, M. Jorge
Kendall, Giles S.
Robertson, Nicola J.
Marlow, Neil
Ourselin, Sebastien
author_facet Melbourne, Andrew
Eaton‐Rosen, Zach
Orasanu, Eliza
Price, David
Bainbridge, Alan
Cardoso, M. Jorge
Kendall, Giles S.
Robertson, Nicola J.
Marlow, Neil
Ourselin, Sebastien
author_sort Melbourne, Andrew
collection PubMed
description Infants born prematurely are at increased risk of adverse neurodevelopmental outcome. The measurement of white matter tissue composition and structure can help predict functional performance. Specifically, measurements of myelination and indicators of myelination status in the preterm brain could be predictive of later neurological outcome. Quantitative imaging of myelin could thus serve to develop biomarkers for prognosis or therapeutic intervention; however, accurate estimation of myelin content is difficult. This work combines diffusion MRI and multi‐component T2 relaxation measurements in a group of 37 infants born very preterm and scanned between 27 and 58 weeks equivalent gestational age. Seven infants have longitudinal data at two time points that we analyze in detail. Our aim is to show that measurement of the myelin water fraction is achievable using widely available pulse sequences and state‐of‐the‐art algorithmic modeling of the MR imaging procedure and that a multi‐component fitting routine to multi‐shell diffusion weighted data can show differences in neurite density and local spatial arrangement in grey and white matter. Inference on the myelin water fraction allows us to demonstrate that the change in diffusion properties of the preterm thalamus is not solely due to myelination (that increase in myelin content accounts for about a third of the observed changes) whilst the decrease in the posterior white matter T2 has no significant component that is due to myelin water content. This work applies multi‐modal advanced quantitative neuroimaging to investigate changing tissue properties in the longitudinal setting. Hum Brain Mapp 37:2479–2492, 2016. © The Authors Human Brain Mapping Published by Wiley Periodicals, Inc..
format Online
Article
Text
id pubmed-4949539
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-49495392016-07-28 Longitudinal development in the preterm thalamus and posterior white matter: MRI correlations between diffusion weighted imaging and T2 relaxometry Melbourne, Andrew Eaton‐Rosen, Zach Orasanu, Eliza Price, David Bainbridge, Alan Cardoso, M. Jorge Kendall, Giles S. Robertson, Nicola J. Marlow, Neil Ourselin, Sebastien Hum Brain Mapp Research Articles Infants born prematurely are at increased risk of adverse neurodevelopmental outcome. The measurement of white matter tissue composition and structure can help predict functional performance. Specifically, measurements of myelination and indicators of myelination status in the preterm brain could be predictive of later neurological outcome. Quantitative imaging of myelin could thus serve to develop biomarkers for prognosis or therapeutic intervention; however, accurate estimation of myelin content is difficult. This work combines diffusion MRI and multi‐component T2 relaxation measurements in a group of 37 infants born very preterm and scanned between 27 and 58 weeks equivalent gestational age. Seven infants have longitudinal data at two time points that we analyze in detail. Our aim is to show that measurement of the myelin water fraction is achievable using widely available pulse sequences and state‐of‐the‐art algorithmic modeling of the MR imaging procedure and that a multi‐component fitting routine to multi‐shell diffusion weighted data can show differences in neurite density and local spatial arrangement in grey and white matter. Inference on the myelin water fraction allows us to demonstrate that the change in diffusion properties of the preterm thalamus is not solely due to myelination (that increase in myelin content accounts for about a third of the observed changes) whilst the decrease in the posterior white matter T2 has no significant component that is due to myelin water content. This work applies multi‐modal advanced quantitative neuroimaging to investigate changing tissue properties in the longitudinal setting. Hum Brain Mapp 37:2479–2492, 2016. © The Authors Human Brain Mapping Published by Wiley Periodicals, Inc.. John Wiley and Sons Inc. 2016-03-21 /pmc/articles/PMC4949539/ /pubmed/26996400 http://dx.doi.org/10.1002/hbm.23188 Text en © 2016 The Authors Human Brain Mapping 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 Research Articles
Melbourne, Andrew
Eaton‐Rosen, Zach
Orasanu, Eliza
Price, David
Bainbridge, Alan
Cardoso, M. Jorge
Kendall, Giles S.
Robertson, Nicola J.
Marlow, Neil
Ourselin, Sebastien
Longitudinal development in the preterm thalamus and posterior white matter: MRI correlations between diffusion weighted imaging and T2 relaxometry
title Longitudinal development in the preterm thalamus and posterior white matter: MRI correlations between diffusion weighted imaging and T2 relaxometry
title_full Longitudinal development in the preterm thalamus and posterior white matter: MRI correlations between diffusion weighted imaging and T2 relaxometry
title_fullStr Longitudinal development in the preterm thalamus and posterior white matter: MRI correlations between diffusion weighted imaging and T2 relaxometry
title_full_unstemmed Longitudinal development in the preterm thalamus and posterior white matter: MRI correlations between diffusion weighted imaging and T2 relaxometry
title_short Longitudinal development in the preterm thalamus and posterior white matter: MRI correlations between diffusion weighted imaging and T2 relaxometry
title_sort longitudinal development in the preterm thalamus and posterior white matter: mri correlations between diffusion weighted imaging and t2 relaxometry
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4949539/
https://www.ncbi.nlm.nih.gov/pubmed/26996400
http://dx.doi.org/10.1002/hbm.23188
work_keys_str_mv AT melbourneandrew longitudinaldevelopmentinthepretermthalamusandposteriorwhitemattermricorrelationsbetweendiffusionweightedimagingandt2relaxometry
AT eatonrosenzach longitudinaldevelopmentinthepretermthalamusandposteriorwhitemattermricorrelationsbetweendiffusionweightedimagingandt2relaxometry
AT orasanueliza longitudinaldevelopmentinthepretermthalamusandposteriorwhitemattermricorrelationsbetweendiffusionweightedimagingandt2relaxometry
AT pricedavid longitudinaldevelopmentinthepretermthalamusandposteriorwhitemattermricorrelationsbetweendiffusionweightedimagingandt2relaxometry
AT bainbridgealan longitudinaldevelopmentinthepretermthalamusandposteriorwhitemattermricorrelationsbetweendiffusionweightedimagingandt2relaxometry
AT cardosomjorge longitudinaldevelopmentinthepretermthalamusandposteriorwhitemattermricorrelationsbetweendiffusionweightedimagingandt2relaxometry
AT kendallgiless longitudinaldevelopmentinthepretermthalamusandposteriorwhitemattermricorrelationsbetweendiffusionweightedimagingandt2relaxometry
AT robertsonnicolaj longitudinaldevelopmentinthepretermthalamusandposteriorwhitemattermricorrelationsbetweendiffusionweightedimagingandt2relaxometry
AT marlowneil longitudinaldevelopmentinthepretermthalamusandposteriorwhitemattermricorrelationsbetweendiffusionweightedimagingandt2relaxometry
AT ourselinsebastien longitudinaldevelopmentinthepretermthalamusandposteriorwhitemattermricorrelationsbetweendiffusionweightedimagingandt2relaxometry