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Multidimensional diffusion MRI with spectrally modulated gradients reveals unprecedented microstructural detail
Characterization of porous media is essential in a wide range of biomedical and industrial applications. Microstructural features can be probed non-invasively by diffusion magnetic resonance imaging (dMRI). However, diffusion encoding in conventional dMRI may yield similar signatures for very differ...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6588609/ https://www.ncbi.nlm.nih.gov/pubmed/31227745 http://dx.doi.org/10.1038/s41598-019-45235-7 |
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author | Lundell, H. Nilsson, M. Dyrby, T. B. Parker, G. J. M. Cristinacce, P. L. Hubbard Zhou, F.-L. Topgaard, D. Lasič, S. |
author_facet | Lundell, H. Nilsson, M. Dyrby, T. B. Parker, G. J. M. Cristinacce, P. L. Hubbard Zhou, F.-L. Topgaard, D. Lasič, S. |
author_sort | Lundell, H. |
collection | PubMed |
description | Characterization of porous media is essential in a wide range of biomedical and industrial applications. Microstructural features can be probed non-invasively by diffusion magnetic resonance imaging (dMRI). However, diffusion encoding in conventional dMRI may yield similar signatures for very different microstructures, which represents a significant limitation for disentangling individual microstructural features in heterogeneous materials. To solve this problem, we propose an augmented multidimensional diffusion encoding (MDE) framework, which unlocks a novel encoding dimension to assess time-dependent diffusion specific to structures with different microscopic anisotropies. Our approach relies on spectral analysis of complex but experimentally efficient MDE waveforms. Two independent contrasts to differentiate features such as cell shape and size can be generated directly by signal subtraction from only three types of measurements. Analytical calculations and simulations support our experimental observations. Proof-of-concept experiments were applied on samples with known and distinctly different microstructures. We further demonstrate substantially different contrasts in different tissue types of a post mortem brain. Our simultaneous assessment of restriction size and shape may be instrumental in studies of a wide range of porous materials, enable new insights into the microstructure of biological tissues or be of great value in diagnostics. |
format | Online Article Text |
id | pubmed-6588609 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-65886092019-06-28 Multidimensional diffusion MRI with spectrally modulated gradients reveals unprecedented microstructural detail Lundell, H. Nilsson, M. Dyrby, T. B. Parker, G. J. M. Cristinacce, P. L. Hubbard Zhou, F.-L. Topgaard, D. Lasič, S. Sci Rep Article Characterization of porous media is essential in a wide range of biomedical and industrial applications. Microstructural features can be probed non-invasively by diffusion magnetic resonance imaging (dMRI). However, diffusion encoding in conventional dMRI may yield similar signatures for very different microstructures, which represents a significant limitation for disentangling individual microstructural features in heterogeneous materials. To solve this problem, we propose an augmented multidimensional diffusion encoding (MDE) framework, which unlocks a novel encoding dimension to assess time-dependent diffusion specific to structures with different microscopic anisotropies. Our approach relies on spectral analysis of complex but experimentally efficient MDE waveforms. Two independent contrasts to differentiate features such as cell shape and size can be generated directly by signal subtraction from only three types of measurements. Analytical calculations and simulations support our experimental observations. Proof-of-concept experiments were applied on samples with known and distinctly different microstructures. We further demonstrate substantially different contrasts in different tissue types of a post mortem brain. Our simultaneous assessment of restriction size and shape may be instrumental in studies of a wide range of porous materials, enable new insights into the microstructure of biological tissues or be of great value in diagnostics. Nature Publishing Group UK 2019-06-21 /pmc/articles/PMC6588609/ /pubmed/31227745 http://dx.doi.org/10.1038/s41598-019-45235-7 Text en © The Author(s) 2019 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 Lundell, H. Nilsson, M. Dyrby, T. B. Parker, G. J. M. Cristinacce, P. L. Hubbard Zhou, F.-L. Topgaard, D. Lasič, S. Multidimensional diffusion MRI with spectrally modulated gradients reveals unprecedented microstructural detail |
title | Multidimensional diffusion MRI with spectrally modulated gradients reveals unprecedented microstructural detail |
title_full | Multidimensional diffusion MRI with spectrally modulated gradients reveals unprecedented microstructural detail |
title_fullStr | Multidimensional diffusion MRI with spectrally modulated gradients reveals unprecedented microstructural detail |
title_full_unstemmed | Multidimensional diffusion MRI with spectrally modulated gradients reveals unprecedented microstructural detail |
title_short | Multidimensional diffusion MRI with spectrally modulated gradients reveals unprecedented microstructural detail |
title_sort | multidimensional diffusion mri with spectrally modulated gradients reveals unprecedented microstructural detail |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6588609/ https://www.ncbi.nlm.nih.gov/pubmed/31227745 http://dx.doi.org/10.1038/s41598-019-45235-7 |
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