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Contrast-enhanced ultrasound tractography for 3D vascular imaging of the prostate

Diffusion tensor tractography (DTT) enables visualization of fiber trajectories in soft tissue using magnetic resonance imaging. DTT exploits the anisotropic nature of water diffusion in fibrous structures to identify diffusion pathways by generating streamlines based on the principal diffusion vect...

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Autores principales: van Sloun, Ruud J. G., Demi, Libertario, Schalk, Stefan G., Caresio, Cristina, Mannaerts, Christophe, Postema, Arnoud W., Molinari, Filippo, van der Linden, Hans C., Huang, Pingtong, Wijkstra, Hessel, Mischi, Massimo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6168586/
https://www.ncbi.nlm.nih.gov/pubmed/30279545
http://dx.doi.org/10.1038/s41598-018-32982-2
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author van Sloun, Ruud J. G.
Demi, Libertario
Schalk, Stefan G.
Caresio, Cristina
Mannaerts, Christophe
Postema, Arnoud W.
Molinari, Filippo
van der Linden, Hans C.
Huang, Pingtong
Wijkstra, Hessel
Mischi, Massimo
author_facet van Sloun, Ruud J. G.
Demi, Libertario
Schalk, Stefan G.
Caresio, Cristina
Mannaerts, Christophe
Postema, Arnoud W.
Molinari, Filippo
van der Linden, Hans C.
Huang, Pingtong
Wijkstra, Hessel
Mischi, Massimo
author_sort van Sloun, Ruud J. G.
collection PubMed
description Diffusion tensor tractography (DTT) enables visualization of fiber trajectories in soft tissue using magnetic resonance imaging. DTT exploits the anisotropic nature of water diffusion in fibrous structures to identify diffusion pathways by generating streamlines based on the principal diffusion vector. Anomalies in these pathways can be linked to neural deficits. In a different field, contrast-enhanced ultrasound is used to assess anomalies in blood flow with the aim of locating cancer-induced angiogenesis. Like water diffusion, blood flow and transport of contrast agents also shows a principal direction; however, this is now determined by the local vasculature. Here we show how the tractographic techniques developed for magnetic resonance imaging DTT can be translated to contrast-enhanced ultrasound, by first estimating contrast flow velocity fields from contrast-enhanced ultrasound acquisitions, and then applying tractography. We performed 4D in-vivo contrast-enhanced ultrasound of three human prostates, proving the feasibility of the proposed approach with clinically acquired datasets. By comparing the results to histopathology after prostate resection, we observed qualitative agreement between the contrast flow tracts and typical markers of cancer angiogenic microvasculature: higher densities and tortuous geometries in tumor areas. The method can be used in-vivo using a standard contrast-enhanced ultrasound protocol, opening up new possibilities in the area of vascular characterization for cancer diagnostics.
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spelling pubmed-61685862018-10-05 Contrast-enhanced ultrasound tractography for 3D vascular imaging of the prostate van Sloun, Ruud J. G. Demi, Libertario Schalk, Stefan G. Caresio, Cristina Mannaerts, Christophe Postema, Arnoud W. Molinari, Filippo van der Linden, Hans C. Huang, Pingtong Wijkstra, Hessel Mischi, Massimo Sci Rep Article Diffusion tensor tractography (DTT) enables visualization of fiber trajectories in soft tissue using magnetic resonance imaging. DTT exploits the anisotropic nature of water diffusion in fibrous structures to identify diffusion pathways by generating streamlines based on the principal diffusion vector. Anomalies in these pathways can be linked to neural deficits. In a different field, contrast-enhanced ultrasound is used to assess anomalies in blood flow with the aim of locating cancer-induced angiogenesis. Like water diffusion, blood flow and transport of contrast agents also shows a principal direction; however, this is now determined by the local vasculature. Here we show how the tractographic techniques developed for magnetic resonance imaging DTT can be translated to contrast-enhanced ultrasound, by first estimating contrast flow velocity fields from contrast-enhanced ultrasound acquisitions, and then applying tractography. We performed 4D in-vivo contrast-enhanced ultrasound of three human prostates, proving the feasibility of the proposed approach with clinically acquired datasets. By comparing the results to histopathology after prostate resection, we observed qualitative agreement between the contrast flow tracts and typical markers of cancer angiogenic microvasculature: higher densities and tortuous geometries in tumor areas. The method can be used in-vivo using a standard contrast-enhanced ultrasound protocol, opening up new possibilities in the area of vascular characterization for cancer diagnostics. Nature Publishing Group UK 2018-10-02 /pmc/articles/PMC6168586/ /pubmed/30279545 http://dx.doi.org/10.1038/s41598-018-32982-2 Text en © The Author(s) 2018 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
van Sloun, Ruud J. G.
Demi, Libertario
Schalk, Stefan G.
Caresio, Cristina
Mannaerts, Christophe
Postema, Arnoud W.
Molinari, Filippo
van der Linden, Hans C.
Huang, Pingtong
Wijkstra, Hessel
Mischi, Massimo
Contrast-enhanced ultrasound tractography for 3D vascular imaging of the prostate
title Contrast-enhanced ultrasound tractography for 3D vascular imaging of the prostate
title_full Contrast-enhanced ultrasound tractography for 3D vascular imaging of the prostate
title_fullStr Contrast-enhanced ultrasound tractography for 3D vascular imaging of the prostate
title_full_unstemmed Contrast-enhanced ultrasound tractography for 3D vascular imaging of the prostate
title_short Contrast-enhanced ultrasound tractography for 3D vascular imaging of the prostate
title_sort contrast-enhanced ultrasound tractography for 3d vascular imaging of the prostate
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6168586/
https://www.ncbi.nlm.nih.gov/pubmed/30279545
http://dx.doi.org/10.1038/s41598-018-32982-2
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