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

被引:24
作者
Piredda, Gian Franco [1 ,2 ,3 ,4 ]
Hilbert, Tom [1 ,2 ,3 ,4 ]
Jorge Canales-Rodriguez, Erick [2 ,3 ,4 ,5 ]
Pizzolato, Marco [4 ,6 ]
von Deuster, Constantin [7 ,8 ]
Meuli, Reto [2 ,3 ]
Pfeuffer, Josef [9 ]
Daducci, Alessandro [10 ]
Thiran, Jean-Philippe [2 ,3 ,4 ]
Kober, Tobias [1 ,2 ,3 ,4 ]
机构
[1] Siemens Healthcare AG, Adv Clin Imaging Technol, Lausanne, Switzerland
[2] Lausanne Univ Hosp, Dept Radiol, Lausanne, Switzerland
[3] Univ Lausanne, Lausanne, Switzerland
[4] Ecole Polytech Fed Lausanne EPFL, LTS5, Lausanne, Switzerland
[5] FIDMAG Germanes Hosp, Barcelona, Spain
[6] Tech Univ Denmark, Dept Appl Math & Comp Sci, Lyngby, Denmark
[7] Siemens Healthcare AG, Zurich, Switzerland
[8] SCMI, Zurich, Switzerland
[9] Siemens Healthcare GmbH, Applicat Dev, Erlangen, Germany
[10] Univ Verona, Comp Sci Dept, Verona, Italy
基金
瑞士国家科学基金会; 欧盟地平线“2020”;
关键词
human brain; MRI; multi-echo GRASE; myelin water imaging; parallel imaging; WHITE-MATTER; GRADIENT-ECHO; HUMAN BRAIN; FRACTION; SCLEROSIS; MRI; REPRODUCIBILITY; MICROSTRUCTURE; VISUALIZATION; ACQUISITION;
D O I
10.1002/mrm.28427
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose Although several MRI methods have been explored to achievein vivomyelin 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(2)acquisitions based on the multi-echo gradient and spin echo (GRASE) sequence using CAIPIRINHA undersampling and adapted k-space reordering patterns. Methods A prototype multi-echo GRASE sequence supporting CAIPIRINHA parallel imaging was implemented. Multi-echo T(2)data were acquired from 12 volunteers using the implemented sequence (1.6 x 1.6 x 1.6 mm(3), 84 slices, acquisition time [TA] = 10:30 min) and a multi-echo spin echo (MESE) sequence as reference (1.6 x 1.6 x 3.2 mm(3), 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. Results 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. Conclusion 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.
引用
收藏
页码:223 / 236
页数:14
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