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Visualization of human optic nerve by diffusion tensor mapping and degree of neuropathy

Diffusion-weighted magnetic resonance imaging of the human optic nerve and tract is technically difficult because of its small size, the inherent strong signal generated by the surrounding fat and the cerebrospinal fluid, and due to eddy current-induced distortions and subject movement artifacts. Th...

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Autores principales: Łabieniec, Łukasz, Lisowski, Łukasz, Petrache, Horia I., Hładuński, Marcin, Konopińska, Joanna, Kochanowicz, Jan, Szymański, Krzysztof R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9744320/
https://www.ncbi.nlm.nih.gov/pubmed/36508429
http://dx.doi.org/10.1371/journal.pone.0278987
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author Łabieniec, Łukasz
Lisowski, Łukasz
Petrache, Horia I.
Hładuński, Marcin
Konopińska, Joanna
Kochanowicz, Jan
Szymański, Krzysztof R.
author_facet Łabieniec, Łukasz
Lisowski, Łukasz
Petrache, Horia I.
Hładuński, Marcin
Konopińska, Joanna
Kochanowicz, Jan
Szymański, Krzysztof R.
author_sort Łabieniec, Łukasz
collection PubMed
description Diffusion-weighted magnetic resonance imaging of the human optic nerve and tract is technically difficult because of its small size, the inherent strong signal generated by the surrounding fat and the cerebrospinal fluid, and due to eddy current-induced distortions and subject movement artifacts. The effects of the bone canal through which the optic nerve passes, and the proximity of blood vessels, muscles and tendons are generally unknown. Also, the limited technical capabilities of the scanners and the minimization of acquisition times result in poor quality diffusion-weighted images. It is challenging for current tractography methods to accurately track optic pathway fibers that correspond to known anatomy. Despite these technical limitations and low image resolution, here we show how to visualize the optic nerve and tract and quantify nerve atrophy. Our visualization method based on the analysis of the diffusion tensor shows marked differences between a healthy male subject and a male subject with progressive optic nerve neuropathy. These differences coincide with diffusion scalar metrics and are not visible on standard morphological images. A quantification of the degree of optic nerve atrophy in a systematic way is provided and it is tested on 9 subjects from the Human Connectome Project.
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spelling pubmed-97443202022-12-13 Visualization of human optic nerve by diffusion tensor mapping and degree of neuropathy Łabieniec, Łukasz Lisowski, Łukasz Petrache, Horia I. Hładuński, Marcin Konopińska, Joanna Kochanowicz, Jan Szymański, Krzysztof R. PLoS One Research Article Diffusion-weighted magnetic resonance imaging of the human optic nerve and tract is technically difficult because of its small size, the inherent strong signal generated by the surrounding fat and the cerebrospinal fluid, and due to eddy current-induced distortions and subject movement artifacts. The effects of the bone canal through which the optic nerve passes, and the proximity of blood vessels, muscles and tendons are generally unknown. Also, the limited technical capabilities of the scanners and the minimization of acquisition times result in poor quality diffusion-weighted images. It is challenging for current tractography methods to accurately track optic pathway fibers that correspond to known anatomy. Despite these technical limitations and low image resolution, here we show how to visualize the optic nerve and tract and quantify nerve atrophy. Our visualization method based on the analysis of the diffusion tensor shows marked differences between a healthy male subject and a male subject with progressive optic nerve neuropathy. These differences coincide with diffusion scalar metrics and are not visible on standard morphological images. A quantification of the degree of optic nerve atrophy in a systematic way is provided and it is tested on 9 subjects from the Human Connectome Project. Public Library of Science 2022-12-12 /pmc/articles/PMC9744320/ /pubmed/36508429 http://dx.doi.org/10.1371/journal.pone.0278987 Text en © 2022 Łabieniec et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Łabieniec, Łukasz
Lisowski, Łukasz
Petrache, Horia I.
Hładuński, Marcin
Konopińska, Joanna
Kochanowicz, Jan
Szymański, Krzysztof R.
Visualization of human optic nerve by diffusion tensor mapping and degree of neuropathy
title Visualization of human optic nerve by diffusion tensor mapping and degree of neuropathy
title_full Visualization of human optic nerve by diffusion tensor mapping and degree of neuropathy
title_fullStr Visualization of human optic nerve by diffusion tensor mapping and degree of neuropathy
title_full_unstemmed Visualization of human optic nerve by diffusion tensor mapping and degree of neuropathy
title_short Visualization of human optic nerve by diffusion tensor mapping and degree of neuropathy
title_sort visualization of human optic nerve by diffusion tensor mapping and degree of neuropathy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9744320/
https://www.ncbi.nlm.nih.gov/pubmed/36508429
http://dx.doi.org/10.1371/journal.pone.0278987
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