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Magnetic resonance tractography of the lumbosacral plexus: Step-by-step

MR tractography of the lumbosacral plexus (LSP) is challenging due to the difficulty of acquiring high quality data and accurately estimating the neuronal tracts. We proposed an algorithm for an accurate visualization and assessment of the major LSP bundles using the segmentation of the cauda equina...

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Autores principales: Ibrahim, Ibrahim, Škoch, Antonín, Herynek, Vít, Jírů, Filip, Tintěra, Jaroslav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545402/
https://www.ncbi.nlm.nih.gov/pubmed/33578590
http://dx.doi.org/10.1097/MD.0000000000024646
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author Ibrahim, Ibrahim
Škoch, Antonín
Herynek, Vít
Jírů, Filip
Tintěra, Jaroslav
author_facet Ibrahim, Ibrahim
Škoch, Antonín
Herynek, Vít
Jírů, Filip
Tintěra, Jaroslav
author_sort Ibrahim, Ibrahim
collection PubMed
description MR tractography of the lumbosacral plexus (LSP) is challenging due to the difficulty of acquiring high quality data and accurately estimating the neuronal tracts. We proposed an algorithm for an accurate visualization and assessment of the major LSP bundles using the segmentation of the cauda equina as seed points for the initial starting area for the fiber tracking algorithm. Twenty-six healthy volunteers underwent MRI examinations on a 3T MR scanner using the phased array coils with optimized measurement protocols for diffusion-weighted images and coronal T2 weighted 3D short-term inversion recovery sampling perfection with application optimized contrast using varying flip angle evaluation sequences used for LSP fiber reconstruction and MR neurography (MRN). The fiber bundles reconstruction was optimized in terms of eliminating the muscle fibers contamination using the segmentation of cauda equina, the effects of the normalized quantitative anisotropy (NQA) and angular threshold on reconstruction of the LSP. In this study, the NQA parameter has been used for fiber tracking instead of fractional anisotropy (FA) and the regions of interest positioning was precisely adjusted bilaterally and symmetrically in each individual subject. The diffusion data were processed in individual L3-S2 nerve fibers using the generalized Q-sampling imaging algorithm. Data (mean FA, mean diffusivity, axial diffusivity and radial diffusivity, and normalized quantitative anisotropy) were statistically analyzed using the linear mixed-effects model. The MR neurography was performed in MedINRIA and post-processed using the maximum intensity projection method to demonstrate LSP tracts in multiple planes. FA values significantly decreased towards the sacral region (P < .001); by contrast, mean diffusivity, axial diffusivity, radial diffusivity and NQA values significantly increased towards the sacral region (P < .001). Fiber tractography of the LSP was feasible in all examined subjects and closely corresponded with the nerves visible in the maximum intensity projection images of MR neurography. Usage of NQA instead of FA in the proposed algorithm enabled better separation of muscle and nerve fibers. The presented algorithm yields a high quality reconstruction of the LSP bundles that may be helpful both in research and clinical practice.
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spelling pubmed-105454022023-10-03 Magnetic resonance tractography of the lumbosacral plexus: Step-by-step Ibrahim, Ibrahim Škoch, Antonín Herynek, Vít Jírů, Filip Tintěra, Jaroslav Medicine (Baltimore) 5300 MR tractography of the lumbosacral plexus (LSP) is challenging due to the difficulty of acquiring high quality data and accurately estimating the neuronal tracts. We proposed an algorithm for an accurate visualization and assessment of the major LSP bundles using the segmentation of the cauda equina as seed points for the initial starting area for the fiber tracking algorithm. Twenty-six healthy volunteers underwent MRI examinations on a 3T MR scanner using the phased array coils with optimized measurement protocols for diffusion-weighted images and coronal T2 weighted 3D short-term inversion recovery sampling perfection with application optimized contrast using varying flip angle evaluation sequences used for LSP fiber reconstruction and MR neurography (MRN). The fiber bundles reconstruction was optimized in terms of eliminating the muscle fibers contamination using the segmentation of cauda equina, the effects of the normalized quantitative anisotropy (NQA) and angular threshold on reconstruction of the LSP. In this study, the NQA parameter has been used for fiber tracking instead of fractional anisotropy (FA) and the regions of interest positioning was precisely adjusted bilaterally and symmetrically in each individual subject. The diffusion data were processed in individual L3-S2 nerve fibers using the generalized Q-sampling imaging algorithm. Data (mean FA, mean diffusivity, axial diffusivity and radial diffusivity, and normalized quantitative anisotropy) were statistically analyzed using the linear mixed-effects model. The MR neurography was performed in MedINRIA and post-processed using the maximum intensity projection method to demonstrate LSP tracts in multiple planes. FA values significantly decreased towards the sacral region (P < .001); by contrast, mean diffusivity, axial diffusivity, radial diffusivity and NQA values significantly increased towards the sacral region (P < .001). Fiber tractography of the LSP was feasible in all examined subjects and closely corresponded with the nerves visible in the maximum intensity projection images of MR neurography. Usage of NQA instead of FA in the proposed algorithm enabled better separation of muscle and nerve fibers. The presented algorithm yields a high quality reconstruction of the LSP bundles that may be helpful both in research and clinical practice. Lippincott Williams & Wilkins 2021-02-12 /pmc/articles/PMC10545402/ /pubmed/33578590 http://dx.doi.org/10.1097/MD.0000000000024646 Text en Copyright © 2021 the Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial License 4.0 (CCBY-NC), where it is permissible to download, share, remix, transform, and buildup the work provided it is properly cited. The work cannot be used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc/4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
spellingShingle 5300
Ibrahim, Ibrahim
Škoch, Antonín
Herynek, Vít
Jírů, Filip
Tintěra, Jaroslav
Magnetic resonance tractography of the lumbosacral plexus: Step-by-step
title Magnetic resonance tractography of the lumbosacral plexus: Step-by-step
title_full Magnetic resonance tractography of the lumbosacral plexus: Step-by-step
title_fullStr Magnetic resonance tractography of the lumbosacral plexus: Step-by-step
title_full_unstemmed Magnetic resonance tractography of the lumbosacral plexus: Step-by-step
title_short Magnetic resonance tractography of the lumbosacral plexus: Step-by-step
title_sort magnetic resonance tractography of the lumbosacral plexus: step-by-step
topic 5300
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545402/
https://www.ncbi.nlm.nih.gov/pubmed/33578590
http://dx.doi.org/10.1097/MD.0000000000024646
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