Distortion-free 3D diffusion imaging of the prostate using a multishot diffusion-prepared phase-cycled acquisition and dictionary matching.
3T magnetic resonance imaging
apparent diffusion coefficient mapping
dictionary matching
diffusion
prostate cancer imaging
quantitative magnetic resonance imaging
Journal
Magnetic resonance in medicine
ISSN: 1522-2594
Titre abrégé: Magn Reson Med
Pays: United States
ID NLM: 8505245
Informations de publication
Date de publication:
03 2021
03 2021
Historique:
received:
27
05
2020
revised:
27
07
2020
accepted:
31
08
2020
pubmed:
30
9
2020
medline:
15
5
2021
entrez:
29
9
2020
Statut:
ppublish
Résumé
To achieve three-dimensional (3D) distortion-free apparent diffusion coefficient (ADC) maps for prostate imaging using a multishot diffusion prepared-gradient echo (msDP-GRE) sequence and ADC dictionary matching. The msDP-GRE sequence is combined with a 3D Cartesian, centric k-space trajectory with center oversampling. Oversampled k-space center averaging and phase cycling are used to address motion- and eddy current-induced magnitude corruption. Extended-phase-graph (EPG) simulations and ADC dictionary matching are used to compensate for T In the kiwifruit phantom experiment, the signal magnitude could be recovered using k-space center averaging and phase cycling. No statistically significant difference was observed in the ADC values estimated using msDP-GRE with dictionary matching and clinical standard DW-EPI (P < .05). The in vivo prostate msDP-GRE scans were free of geometric distortion caused by off-resonance susceptibility, and the ADC values in the prostate were in agreement with values found in the published literature. Nondistorted 3D ADC maps of the prostate can be achieved using a msDP sequence and dictionary matching.
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
1441-1454Subventions
Organisme : Wellcome Trust
ID : WT 203148/Z/16/Z
Pays : United Kingdom
Organisme : Cancer Research UK
ID : C1519/A16463
Pays : United Kingdom
Organisme : Department of Health
Pays : United Kingdom
Informations de copyright
© 2020 The Authors. Magnetic Resonance in Medicine published by Wiley Periodicals LLC on behalf of International Society for Magnetic Resonance in Medicine.
Références
Turkbey B, Rosenkrantz AB, Haider MA, et al. Prostate imaging reporting and data system version 2.1: 2019 Update of prostate imaging reporting and data system version 2. Eur Urol. 2019;76:340-351.
Weinreb JC, Barentsz JO, Choyke PL, et al. PI-RADS prostate imaging - Reporting and data system: 2015, Version 2. Eur Urol. 2016;69:16-40.
Ahmed HU, El-Shater Bosaily A, Brown LC, et al. Diagnostic accuracy of multi-parametric MRI and TRUS biopsy in prostate cancer (PROMIS): A paired validating confirmatory study. Lancet. 2017;6736:1-8.
Kasivisvanathan V, Rannikko AS, Borghi M, et al. MRI-targeted or standard biopsy for prostate-cancer diagnosis. N Engl J Med. 2018;378:1767-1777.
Rouvière O, Puech P, Renard-Penna R, et al. Use of prostate systematic and targeted biopsy on the basis of multiparametric MRI in biopsy-naive patients (MRI-FIRST): A prospective, multicentre, paired diagnostic study. Lancet. 2019;20:100-109.
Oberlin DT, Casalino DD, Miller FH, Meeks JJ. Dramatic increase in the utilization of multiparametric magnetic resonance imaging for detection and management of prostate cancer. Abdom Radiol. 2017;42:1255-1258.
Issa B. In vivo measurement of the apparent diffusion coefficient in normal and malignant prostatic tissues using echo-planar imaging. J Magn Reson Imaging. 2002;16:196-200.
Hosseinzadeh K, Schwarz SD. Endorectal diffusion-weighted imaging in prostate cancer to differentiate malignant and benign peripheral zone tissue. J Magn Reson Imaging. 2004;20:654-661.
Porter DA, Heidemann RM. High resolution diffusion-weighted imaging using readout-segmented echo-planar imaging, parallel imaging and a two-dimensional navigator-based reacquisition. Magn Reson Med. 2009;62:468-475.
Butts K, Pauly J, De Crespigny A, Moseley M. Isotropic diffusion-weighted and spiral-navigated interleaved EPI for routine imaging of acute stroke. Magn Reson Med. 1997;38:741-749.
Madore B, Chiou JYG, Chu R, Chao TC, Maier SE. Accelerated multi-shot diffusion imaging. Magn Reson Med. 2014;72:324-336.
O’Halloran RL, Aksoy M, Van AT, Bammer R. 3D isotropic high-resolution diffusion-weighted MRI of the whole brain with a motion-corrected steady-state free precession sequence. Magn Reson Med. 2013;70:466-478.
Zhang Q, Coolen BF, Nederveen AJ, Strijkers GJ. 3D diffusion imaging with spiral encoded navigators from stimulated echoes (3D dispense). Magn Reson Med. 2019;81:1052-1065.
Cervantes B, Van AT, Weidlich D, et al. Isotropic resolution diffusion tensor imaging of lumbosacral and sciatic nerves using a phase-corrected diffusion-prepared 3D turbo spin echo. Magn Reson Med. 2018;80:609-618.
Nguyen C, Sharif-Afshar A-R, Fan Z, et al. 3D high-resolution diffusion-weighted MRI at 3T: Preliminary application in prostate cancer patients undergoing active surveillance protocol for low-risk prostate cancer. Magn Reson Med. 2016;75:616-626.
Gao YU, Han F, Zhou Z, et al. Multishot diffusion-prepared magnitude-stabilized balanced steady-state free precession sequence for distortion-free diffusion imaging. Magn Reson Med. 2019;81:2374-2384.
Thomas DL, Pell GS, Lythgoe MF, Gadian DG, Ordidge RJ. A quantitative method for fast diffusion imaging using magnetization-prepared TurboFLASH. Magn Reson Med. 1998;39:950-960.
Lee H, Price RR. Diffusion imaging with the MP-rage sequence. J Magn Reson Imaging. 1994;4:837-842.
Nguyen C, Fan Z, Sharif B, et al. In vivo three-dimensional high resolution cardiac diffusion-weighted MRI: A motion compensated diffusion-prepared balanced steady-state free precession approach. Magn Reson Med. 2014;72:1257-1267.
Zhang Q, Coolen BF, Versluis MJ, Strijkers GJ, Nederveen AJ. Diffusion-prepared stimulated-echo turbo spin echo (DPsti-TSE): An eddy current-insensitive sequence for three-dimensional high-resolution and undistorted diffusion-weighted imaging. NMR Biomed. 2017;30:1-12.
Alsop DC. Phase insensitive preparation of single-shot RARE: Application to diffusion imaging in humans. Magn Reson Med. 1997;38:527-533.
Reese TG, Heid O, Weisskoff RM, Wedeen VJ. Reduction of eddy-current-induced distortion in diffusion MRI using a twice-refocused spin echo. Magn Reson Med. 2003;49:177-182.
Alexander AL, Tsuruda JS, Parker DL. Elimination of eddy current artifacts in diffusion-weighted echo-planar images: The use of bipolar gradients. Magn Reson Med. 1997;38:1016-1021.
Jeong EK, Kim SE, Parker DL. High-resolution diffusion-weighted 3D MRI, using diffusion-weighted driven-equilibrium (DW-DE) and multishot segmented 3D-SSFP without navigator echoes. Magn Reson Med. 2003;50:821-829.
Yuan J, Hu Y, Menini A, et al. Near-silent distortionless DWI using magnetization-prepared RUFIS. Magn Reson Med. 2020;84:170-181.
Cruz G, Atkinson D, Buerger C, Schaeffter T, Prieto C. Accelerated motion corrected three-dimensional abdominal MRI using total variation regularized SENSE reconstruction. Magn Reson Med. 2016;75:1484-1498.
Weigel M. Extended phase graphs: Dephasing, RF pulses, and echoes - Pure and simple. J Magn Reson Imaging. 2015;41:266-295.
Mueller-Lisse UG, Murer S, Mueller-Lisse UL, Kuhn M, Scheidler J, Scherr M. Everyman’s prostate phantom: Kiwi-fruit substitute for human prostates at magnetic resonance imaging, diffusion-weighted imaging and magnetic resonance spectroscopy. Eur Radiol. 2017;27:3362-3371.
Botnar RM, Stuber M, Danias PG, Kissinger KV, Manning WJ. Improved coronary artery definition with T2-weighted, free-breathing, three-dimensional coronary MRA. Circulation. 1999;99:3139-3148.
Nezafat R, Stuber M, Ouwerkerk R, Gharib AM, Desai MY, Pettigrew RI. B1-Insensitive T2 preparation for improved coronary magnetic resonance angiography at 3 T. Magn Reson Med. 2006;55:858-864.
Roccia E, Vidya Shankar R, Neji R, et al. Accelerated 3D T2 mapping with dictionary-based matching for prostate imaging. Magn Reson Med. 2019;81:1795-1805.
Lo W-C, Chen Y, Jiang Y, et al. Realistic 4D MRI abdominal phantom for the evaluation and comparison of acquisition and reconstruction techniques. Magn Reson Med. 2019;81:1863-1875.
Aja-Fernandez S.Parallel MRI noisy phantom simulator. https://www.mathworks.com/matlabcentral/fileexchange/36893-parallel-mri-noisy-phantom-simulator. Published 2020. Accessed April 20, 2020.
Jafar MM. Diffusion-weighted magnetic resonance imaging in cancer: Reported apparent diffusion coefficients, in-vitro and in-vivo reproducibility. World J Radiol. 2016;8:21.
Gibbs P, Liney GP, Pickles MD, Zelhof B, Rodrigues G, Turnbull LW. Correlation of ADC and T2 measurements with cell density in prostate cancer at 3.0 Tesla. Invest Radiol. 2009;44:572-576.
Liu W, Turkbey B, Senegas J, et al. Accelerated T2 mapping for characterization of prostate cancer. Magn Reson Med. 2011;65:1400-1406.
Yamauchi FI, Penzkofer T, Fedorov A, et al. Prostate cancer discrimination in the peripheral zone with a reduced field-of-view T2 -mapping MRI sequence. Magn Reson Imaging. 2015;33:525-530.
Dice L. Measures of the amount of ecologic association between species. Ecology. 1945;26:297-302.
Zhang Y, Holmes J, Rabanillo I, Guidon A, Wells S, Hernando D. Quantitative diffusion MRI using reduced field-of-view and multi-shot acquisition techniques: Validation in phantoms and prostate imaging. Magn Reson Imaging. 2018;51:173-181.
Tamada T, Sone T, Toshimitsu S, et al. Age-related and zonal anatomical changes of apparent diffusion coefficient values in normal human prostatic tissues. J Magn Reson Imaging. 2008;27:552-556.
Le JD, Tan N, Shkolyar E, et al. Multifocality and prostate cancer detection by multiparametric magnetic resonance imaging: Correlation with whole-mount histopathology. Eur Urol. 2015;67:569-576.
Pipe JG, Farthing VG, Forbes KP. Multishot diffusion-weighted FSE using PROPELLER MRI. Magn Reson Med. 2002;47:42-52.
Liu C, Bammer R, Kim DH, Moseley ME. Self-navigated interleaved spiral (SNAILS): Application to high-resolution diffusion tensor imaging. Magn Reson Med. 2004;52:1388-1396.