Fast and high-resolution myelin water imaging: Accelerating multi-echo GRASE with CAIPIRINHA.

Details

Serval ID
serval:BIB_531282B7ABAF
Type
Article: article from journal or magazin.
Collection
Publications
Institution
Title
Fast and high-resolution myelin water imaging: Accelerating multi-echo GRASE with CAIPIRINHA.
Journal
Magnetic resonance in medicine
Author(s)
Piredda G.F., Hilbert T., Canales-Rodríguez E.J., Pizzolato M., von Deuster C., Meuli R., Pfeuffer J., Daducci A., Thiran J.P., Kober T.
ISSN
1522-2594 (Electronic)
ISSN-L
0740-3194
Publication state
Published
Issued date
01/2021
Peer-reviewed
Oui
Volume
85
Number
1
Pages
209-222
Language
english
Notes
Publication types: Journal Article ; Research Support, Non-U.S. Gov't
Publication Status: ppublish
Abstract
Although several MRI methods have been explored to achieve in vivo myelin quantification, imaging the whole brain in clinically acceptable times and sufficiently high resolution remains challenging. To address this problem, this work investigates the acceleration of multi-echo T <sub>2</sub> acquisitions based on the multi-echo gradient and spin echo (GRASE) sequence using CAIPIRINHA undersampling and adapted k-space reordering patterns.
A prototype multi-echo GRASE sequence supporting CAIPIRINHA parallel imaging was implemented. Multi-echo T <sub>2</sub> data were acquired from 12 volunteers using the implemented sequence (1.6 × 1.6 × 1.6 mm <sup>3</sup> , 84 slices, acquisition time [TA] = 10:30 min) and a multi-echo spin echo (MESE) sequence as reference (1.6 × 1.6 × 3.2 mm <sup>3</sup> , single-slice, TA = 5:41 min). Myelin water fraction (MWF) maps derived from both acquisitions were compared via correlation and Bland-Altman analyses. In addition, scan-rescan datasets were acquired to evaluate the repeatability of the derived maps.
Resulting maps from the MESE and multi-echo GRASE sequences were found to be correlated (r = 0.83). The Bland-Altman analysis revealed a mean bias of -0.2% (P = .24) with the limits of agreement ranging from -3.7% to 3.3%. The Pearson's correlation coefficient among MWF values obtained from the scan-rescan datasets was found to be 0.95 and the mean bias equal to 0.11% (P = .32), indicating good repeatability of the retrieved maps.
By combining a 3D multi-echo GRASE sequence with CAIPIRINHA sampling, whole-brain MWF maps were obtained in 10:30 min with 1.6 mm isotropic resolution. The good correlation with conventional MESE-based maps demonstrates that the implemented sequence may be a promising alternative to time-consuming MESE acquisitions.
Keywords
Brain/diagnostic imaging, Brain Mapping, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Myelin Sheath, Water, MRI, human brain, multi-echo GRASE, myelin water imaging, parallel imaging
Pubmed
Web of science
Create date
11/08/2020 9:47
Last modification date
20/07/2023 5:57
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