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An optimized framework for quantitative magnetization transfer imaging of the cervical spinal cord in vivo

Authors :
Battiston, Marco
Grussu, Francesco
Ianus, Andrada
Schneider, Torben
Prados, Ferran
Fairney, James
Ourselin, Sebastien
Alexander, Daniel C.
Cercignani, Mara
Gandini Wheeler‐Kingshott, Claudia A.M.
Samson, Rebecca S.
Source :
Magnetic Resonance in Medicine
Publication Year :
2018

Abstract

Purpose\ud\udTo develop a framework to fully characterize quantitative magnetization transfer indices in the human cervical cord in vivo within a clinically feasible time.\udMethods\ud\udA dedicated spinal cord imaging protocol for quantitative magnetization transfer was developed using a reduced field‐of‐view approach with echo planar imaging (EPI) readout. Sequence parameters were optimized based in the Cramer‐Rao‐lower bound. Quantitative model parameters (i.e., bound pool fraction, free and bound pool transverse relaxation times [ urn:x-wiley:07403194:media:mrm26909:mrm26909-math-0014, urn:x-wiley:07403194:media:mrm26909:mrm26909-math-0015], and forward exchange rate [kFB]) were estimated implementing a numerical model capable of dealing with the novelties of the sequence adopted. The framework was tested on five healthy subjects.\udResults\ud\udCramer‐Rao‐lower bound minimization produces optimal sampling schemes without requiring the establishment of a steady‐state MT effect. The proposed framework allows quantitative voxel‐wise estimation of model parameters at the resolution typically used for spinal cord imaging (i.e. 0.75 × 0.75 × 5 mm3), with a protocol duration of ∼35 min. Quantitative magnetization transfer parametric maps agree with literature values. Whole‐cord mean values are: bound pool fraction = 0.11(±0.01), urn:x-wiley:07403194:media:mrm26909:mrm26909-math-0016 = 46.5(±1.6) ms, urn:x-wiley:07403194:media:mrm26909:mrm26909-math-0017 = 11.0(±0.2) µs, and kFB = 1.95(±0.06) Hz. Protocol optimization has a beneficial effect on reproducibility, especially for urn:x-wiley:07403194:media:mrm26909:mrm26909-math-0018 and kFB.\udConclusion\ud\udThe framework developed enables robust characterization of spinal cord microstructure in vivo using qMT. Magn Reson Med 79:2576–2588, 2018. © 2017 The Authors Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.

Details

ISSN :
07403194 and 15222594
Database :
OpenAIRE
Journal :
Magnetic Resonance in Medicine
Accession number :
edsair.pmid.dedup....45a6b8922bc08925cae6e273cfa99b3c
Full Text :
https://doi.org/10.1002/mrm.26909