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Evaluating fibre orientation dispersion in white matter: Comparison of diffusion MRI, histology and polarized light imaging

Diffusion MRI is an exquisitely sensitive probe of tissue microstructure, and is currently the only non-invasive measure of the brain's fibre architecture. As this technique becomes more sophisticated and microstructurally informative, there is increasing value in comparing diffusion MRI with m...

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Autores principales: Mollink, Jeroen, Kleinnijenhuis, Michiel, Cappellen van Walsum, Anne-Marie van, Sotiropoulos, Stamatios N., Cottaar, Michiel, Mirfin, Christopher, Heinrich, Mattias P., Jenkinson, Mark, Pallebage-Gamarallage, Menuka, Ansorge, Olaf, Jbabdi, Saad, Miller, Karla L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Academic Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5607356/
https://www.ncbi.nlm.nih.gov/pubmed/28602815
http://dx.doi.org/10.1016/j.neuroimage.2017.06.001
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author Mollink, Jeroen
Kleinnijenhuis, Michiel
Cappellen van Walsum, Anne-Marie van
Sotiropoulos, Stamatios N.
Cottaar, Michiel
Mirfin, Christopher
Heinrich, Mattias P.
Jenkinson, Mark
Pallebage-Gamarallage, Menuka
Ansorge, Olaf
Jbabdi, Saad
Miller, Karla L.
author_facet Mollink, Jeroen
Kleinnijenhuis, Michiel
Cappellen van Walsum, Anne-Marie van
Sotiropoulos, Stamatios N.
Cottaar, Michiel
Mirfin, Christopher
Heinrich, Mattias P.
Jenkinson, Mark
Pallebage-Gamarallage, Menuka
Ansorge, Olaf
Jbabdi, Saad
Miller, Karla L.
author_sort Mollink, Jeroen
collection PubMed
description Diffusion MRI is an exquisitely sensitive probe of tissue microstructure, and is currently the only non-invasive measure of the brain's fibre architecture. As this technique becomes more sophisticated and microstructurally informative, there is increasing value in comparing diffusion MRI with microscopic imaging in the same tissue samples. This study compared estimates of fibre orientation dispersion in white matter derived from diffusion MRI to reference measures of dispersion obtained from polarized light imaging and histology. Three post-mortem brain specimens were scanned with diffusion MRI and analyzed with a two-compartment dispersion model. The specimens were then sectioned for microscopy, including polarized light imaging estimates of fibre orientation and histological quantitative estimates of myelin and astrocytes. Dispersion estimates were correlated on region – and voxel-wise levels in the corpus callosum, the centrum semiovale and the corticospinal tract. The region-wise analysis yielded correlation coefficients of r = 0.79 for the diffusion MRI and histology comparison, while r = 0.60 was reported for the comparison with polarized light imaging. In the corpus callosum, we observed a pattern of higher dispersion at the midline compared to its lateral aspects. This pattern was present in all modalities and the dispersion profiles from microscopy and diffusion MRI were highly correlated. The astrocytes appeared to have minor contribution to dispersion observed with diffusion MRI. These results demonstrate that fibre orientation dispersion estimates from diffusion MRI represents the tissue architecture well. Dispersion models might be improved by more faithfully incorporating an informed mapping based on microscopy data.
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spelling pubmed-56073562017-10-02 Evaluating fibre orientation dispersion in white matter: Comparison of diffusion MRI, histology and polarized light imaging Mollink, Jeroen Kleinnijenhuis, Michiel Cappellen van Walsum, Anne-Marie van Sotiropoulos, Stamatios N. Cottaar, Michiel Mirfin, Christopher Heinrich, Mattias P. Jenkinson, Mark Pallebage-Gamarallage, Menuka Ansorge, Olaf Jbabdi, Saad Miller, Karla L. Neuroimage Article Diffusion MRI is an exquisitely sensitive probe of tissue microstructure, and is currently the only non-invasive measure of the brain's fibre architecture. As this technique becomes more sophisticated and microstructurally informative, there is increasing value in comparing diffusion MRI with microscopic imaging in the same tissue samples. This study compared estimates of fibre orientation dispersion in white matter derived from diffusion MRI to reference measures of dispersion obtained from polarized light imaging and histology. Three post-mortem brain specimens were scanned with diffusion MRI and analyzed with a two-compartment dispersion model. The specimens were then sectioned for microscopy, including polarized light imaging estimates of fibre orientation and histological quantitative estimates of myelin and astrocytes. Dispersion estimates were correlated on region – and voxel-wise levels in the corpus callosum, the centrum semiovale and the corticospinal tract. The region-wise analysis yielded correlation coefficients of r = 0.79 for the diffusion MRI and histology comparison, while r = 0.60 was reported for the comparison with polarized light imaging. In the corpus callosum, we observed a pattern of higher dispersion at the midline compared to its lateral aspects. This pattern was present in all modalities and the dispersion profiles from microscopy and diffusion MRI were highly correlated. The astrocytes appeared to have minor contribution to dispersion observed with diffusion MRI. These results demonstrate that fibre orientation dispersion estimates from diffusion MRI represents the tissue architecture well. Dispersion models might be improved by more faithfully incorporating an informed mapping based on microscopy data. Academic Press 2017-08-15 /pmc/articles/PMC5607356/ /pubmed/28602815 http://dx.doi.org/10.1016/j.neuroimage.2017.06.001 Text en © 2017 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Mollink, Jeroen
Kleinnijenhuis, Michiel
Cappellen van Walsum, Anne-Marie van
Sotiropoulos, Stamatios N.
Cottaar, Michiel
Mirfin, Christopher
Heinrich, Mattias P.
Jenkinson, Mark
Pallebage-Gamarallage, Menuka
Ansorge, Olaf
Jbabdi, Saad
Miller, Karla L.
Evaluating fibre orientation dispersion in white matter: Comparison of diffusion MRI, histology and polarized light imaging
title Evaluating fibre orientation dispersion in white matter: Comparison of diffusion MRI, histology and polarized light imaging
title_full Evaluating fibre orientation dispersion in white matter: Comparison of diffusion MRI, histology and polarized light imaging
title_fullStr Evaluating fibre orientation dispersion in white matter: Comparison of diffusion MRI, histology and polarized light imaging
title_full_unstemmed Evaluating fibre orientation dispersion in white matter: Comparison of diffusion MRI, histology and polarized light imaging
title_short Evaluating fibre orientation dispersion in white matter: Comparison of diffusion MRI, histology and polarized light imaging
title_sort evaluating fibre orientation dispersion in white matter: comparison of diffusion mri, histology and polarized light imaging
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5607356/
https://www.ncbi.nlm.nih.gov/pubmed/28602815
http://dx.doi.org/10.1016/j.neuroimage.2017.06.001
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