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research article

Practical considerations of diffusion-weighted MRS with ultra-strong diffusion gradients

Davies-Jenkins, Christopher W.
•
Doring, Andre  
•
Fasano, Fabrizio
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December 7, 2023
Frontiers In Neuroscience

IntroductionDiffusion-weighted magnetic resonance spectroscopy (DW-MRS) offers improved cellular specificity to microstructure-compared to water-based methods alone-but spatial resolution and SNR is severely reduced and slow-diffusing metabolites necessitate higher b-values to accurately characterize their diffusion properties. Ultra-strong gradients allow access to higher b-values per-unit time, higher SNR for a given b-value, and shorter diffusion times, but introduce additional challenges such as eddy-current artefacts, gradient non-uniformity, and mechanical vibrations.MethodsIn this work, we present initial DW-MRS data acquired on a 3T Siemens Connectom scanner equipped with ultra-strong (300 mT/m) gradients. We explore the practical issues associated with this manner of acquisition, the steps that may be taken to mitigate their impact on the data, and the potential benefits of ultra-strong gradients for DW-MRS. An in-house DW-PRESS sequence and data processing pipeline were developed to mitigate the impact of these confounds. The interaction of TE, b-value, and maximum gradient amplitude was investigated using simulations and pilot data, whereby maximum gradient amplitude was restricted. Furthermore, two DW-MRS voxels in grey and white matter were acquired using ultra-strong gradients and high b-values.ResultsSimulations suggest T2-based SNR gains that are experimentally confirmed. Ultra-strong gradient acquisitions exhibit similar artefact profiles to those of lower gradient amplitude, suggesting adequate performance of artefact mitigation strategies. Gradient field non-uniformity influenced ADC estimates by up to 4% when left uncorrected. ADC and Kurtosis estimates for tNAA, tCho, and tCr align with previously published literature.DiscussionIn conclusion, we successfully implemented acquisition and data processing strategies for ultra-strong gradient DW-MRS and results indicate that confounding effects of the strong gradient system can be ameliorated, while achieving shorter diffusion times and improved metabolite SNR.

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Type
research article
DOI
10.3389/fnins.2023.1258408
Web of Science ID

WOS:001127731600001

Author(s)
Davies-Jenkins, Christopher W.
Doring, Andre  
Fasano, Fabrizio
Kleban, Elena
Mueller, Lars
Evans, C. John
Afzali, Maryam
Jones, Derek K.
Ronen, Itamar
Branzoli, Francesca
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Date Issued

2023-12-07

Publisher

Frontiers Media Sa

Published in
Frontiers In Neuroscience
Volume

17

Article Number

1258408

Subjects

Life Sciences & Biomedicine

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Diffusion-Weighted Mrs

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Ultra-Strong Gradients

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Gradient Non-Uniformity

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Eddy Currents

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Metabolites

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
CIBM-AIT  
FunderGrant Number

Wellcome Trust10.13039/100010269

Available on Infoscience
February 20, 2024
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/204783
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