Multi T1-weighted contrast imaging and T1 mapping with compressed sensing FLAWS at 3 T.
Brain
Compressed sensing
FLAWS
MP2RAGE
MRI
T1 mapping
Journal
Magma (New York, N.Y.)
ISSN: 1352-8661
Titre abrégé: MAGMA
Pays: Germany
ID NLM: 9310752
Informations de publication
Date de publication:
Oct 2023
Oct 2023
Historique:
received:
15
11
2022
accepted:
10
02
2023
revised:
26
01
2023
medline:
18
9
2023
pubmed:
28
2
2023
entrez:
27
2
2023
Statut:
ppublish
Résumé
The Fluid And White matter Suppression (FLAWS) MRI sequence provides multiple T1-weighted contrasts of the brain in a single acquisition. However, the FLAWS acquisition time is approximately 8 min with a standard GRAPPA 3 acceleration factor at 3 T. This study aims at reducing the FLAWS acquisition time by providing a new sequence optimization based on a Cartesian phyllotaxis k-space undersampling and a compressed sensing (CS) reconstruction. This study also aims at showing that T1 mapping can be performed with FLAWS at 3 T. The CS FLAWS parameters were determined using a method based on a profit function maximization under constraints. The FLAWS optimization and T1 mapping were assessed with in-silico, in-vitro and in-vivo (10 healthy volunteers) experiments conducted at 3 T. In-silico, in-vitro and in-vivo experiments showed that the proposed CS FLAWS optimization allows the acquisition time of a 1 mm-isotropic full-brain scan to be reduced from [Formula: see text] to [Formula: see text] without decreasing image quality. In addition, these experiments demonstrate that T1 mapping can be performed with FLAWS at 3 T. The results obtained in this study suggest that the recent advances in FLAWS imaging allow to perform multiple T1-weighted contrast imaging and T1 mapping in a single [Formula: see text] sequence acquisition.
Identifiants
pubmed: 36847989
doi: 10.1007/s10334-023-01071-5
pii: 10.1007/s10334-023-01071-5
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
823-836Informations de copyright
© 2023. The Author(s), under exclusive licence to European Society for Magnetic Resonance in Medicine and Biology (ESMRMB).
Références
Mugler JP, Brookeman JR (1990) Three-dimensional magnetization-prepared rapid gradient-echo imaging (3D MP RAGE). Magn Reson Med 15:152–157
doi: 10.1002/mrm.1910150117
pubmed: 2374495
Sudhyadhom A, Haq IU, Foote KD, Okun MS, Bova FJ (2009) A high resolution and high contrast MRI for differentiation of subcortical structures for DBS targeting: the fast gray matter acquisition T1 inversion recovery (FGATIR). Neuroimage 47:T44–T52
doi: 10.1016/j.neuroimage.2009.04.018
pubmed: 19362595
Marques JP, Kober T, Krueger G, van der Zwaag W, Van de Moortele P-F, Gruetter R (2010) MP2RAGE, a self bias-field corrected sequence for improved segmentation and T1-mapping at high field. Neuroimage 49:1271–1281
doi: 10.1016/j.neuroimage.2009.10.002
pubmed: 19819338
Van de Moortele P-F, Auerbach EJ, Olman C, Yacoub E, Uğurbil K, Moeller S (2009) T1 weighted brain images at 7 Tesla unbiased for proton density, T2⁎ contrast and RF coil receive B1 sensitivity with simultaneous vessel visualization. Neuroimage 46:432–446
doi: 10.1016/j.neuroimage.2009.02.009
pubmed: 19233292
Tanner M, Gambarota G, Kober T, Krueger G, Erritzoe D, Marques JP, Newbould R (2012) Fluid and white matter suppression with the MP2RAGE sequence. J Magn Reson Imaging 35:1063–1070
doi: 10.1002/jmri.23532
pubmed: 22170818
Chen X, Qian T, Kober T, Zhang G, Ren Z, Yu T, Piao Y, Chen N, Li K (2018) Gray-matter-specific MR imaging improves the detection of epileptogenic zones in focal cortical dysplasia: a new sequence called fluid and white matter suppression (FLAWS). Neuroimage Clin 20:388–397
doi: 10.1016/j.nicl.2018.08.010
pubmed: 30128277
pmcid: 6095948
Li X, Yu T, Ren Z, Wang X, Yan J, Chen X, Yan X, Wang W, Xing Y, Zhang X, Zhang H, Loh HH, Zhang G, Yang X (2021) Localization of the epileptogenic zone by multimodal neuroimaging and high-frequency oscillation. Front Hum Neurosci. https://doi.org/10.3389/fnhum.2021.677840
doi: 10.3389/fnhum.2021.677840
pubmed: 35140593
pmcid: 8740197
Sun K, Yu T, Yang D, Ren Z, Qiao L, Ni D, Wang X, Zhao Y, Chen X, Xiang J, Chen N, Gao R, Yang K, Lin Y, Kober T, Zhang G (2021) Fluid and white matter suppression imaging and voxel-based morphometric analysis in conventional magnetic resonance imaging-negative epilepsy. Front Neurol 12:651592
doi: 10.3389/fneur.2021.651592
pubmed: 33995250
pmcid: 8116947
Emorine T, Megdiche I, Brugieres P, Creange A, Kober T, Massire A, Bapst B (2022) 3-dimensional fluid and white matter suppression magnetic resonance imaging sequence accelerated with compressed sensing improves multiple sclerosis cervical spinal cord lesion detection compared with standard 2-dimensional imaging. Invest Radiol. https://doi.org/10.1097/RLI.0000000000000874
doi: 10.1097/RLI.0000000000000874
pubmed: 36730698
Massire A, Seiler C, Troalen T, Girard OM, Lehmann P, Brun G, Bartoli A, Audoin B, Bartolomei F, Pelletier J, Callot V, Kober T, Ranjeva JP, Guye M (2021) T1-based synthetic magnetic resonance contrasts improve multiple sclerosis and focal epilepsy imaging at 7 T. Invest Radiol 56:127–133
doi: 10.1097/RLI.0000000000000718
pubmed: 32852445
Boutet A, Loh A, Chow CT, Taha A, Elias GJB, Neudorfer C, Germann J, Paff M, Zrinzo L, Fasano A, Kalia SK, Steele CJ, Mikulis D, Kucharczyk W, Lozano AM (2021) A literature review of magnetic resonance imaging sequence advancements in visualizing functional neurosurgery targets. J Neurosurg 1:1–14
Bannier E, Gambarota G, Ferre J-C, Kober T, Nica A, Chabardes S, Haegelen C (2018) FLAWS imaging improves depiction of the thalamic subregions for DBS planning in epileptic patients. The International Society for Magnetic Resonance in Medicine (ISMRM)
Wang Y, Wang Y, Zhang Z, Xiong Y, Zhang Q, Yuan C, Guo H (2018) Segmentation of gray matter, white matter, and CSF with fluid and white matter suppression using MP2RAGE. J Magn Reson Imaging 48:1540–1550
doi: 10.1002/jmri.26014
pubmed: 29566450
Beaumont J, Gambarota G, Saint-Jalmes H, Acosta O, Ferré J, Raniga P, Fripp J (2020) High-resolution multi-T1 –weighted contrast and T 1 mapping with low sensitivity using the fluid and white matter suppression (FLAWS) sequence at 7T. Magn Reson Med 85:1364–1378
doi: 10.1002/mrm.28517
pubmed: 32989788
Beaumont J, Saint-Jalmes H, Acosta O, Kober T, Tanner M, Ferré J-C, Salvado O, Fripp J, Gambarota G (2019) High Contrast T1-Weighted MRI with fluid and white matter suppression using MP2RAGE. IEEE International Symposium on Biomedical Imaging. Venice, Italy, pp 701–704
Beaumont J, Saint-Jalmes H, Acosta O, Kober T, Tanner M, Ferré JC, Salvado O, Fripp J, Gambarota G (2019) Multi T1-weighted contrast MRI with fluid and white matter suppression at 1.5 T. Magn Reson Imaging 63:217–225
doi: 10.1016/j.mri.2019.08.010
pubmed: 31425812
Muller J, la Rosa F, Beaumont J, Tsagkas C, Rahmanzadeh R, Weigel M, Bach Cuadra M, Gambarota G, Granziera C (2022) Fluid and white matter suppression: new sensitive 3T magnetic resonance imaging contrasts for cortical lesion detection in multiple sclerosis. Invest Radiol. https://doi.org/10.1097/RLI.0000000000000877
doi: 10.1097/RLI.0000000000000877
pubmed: 35510874
pmcid: 10184808
Mussard E, Hilbert T, Forman C, Meuli R, Thiran JP, Kober T (2020) Accelerated MP2RAGE imaging using Cartesian phyllotaxis readout and compressed sensing reconstruction. Magn Reson Med 84:1881–1894
doi: 10.1002/mrm.28244
pubmed: 32176826
Griswold MA, Jakob PM, Heidemann RM, Nittka M, Jellus V, Wang J, Kiefer B, Haase A (2002) Generalized autocalibrating partially parallel acquisitions (GRAPPA). Magn Reson Med 47:1202–1210
doi: 10.1002/mrm.10171
pubmed: 12111967
Piccini D, Littmann A, Nielles-Vallespin S, Zenge MO (2011) Spiral phyllotaxis: the natural way to construct a 3D radial trajectory in MRI. Magn Reson Med 66:1049–1056
doi: 10.1002/mrm.22898
pubmed: 21469185
Lustig M, Donoho D, Pauly JM (2007) Sparse MRI: The application of compressed sensing for rapid MR imaging. Magn Reson Med 58:1182–1195
doi: 10.1002/mrm.21391
pubmed: 17969013
Hollingsworth KG, Jones DE, Aribisala BS, Thelwall PE, Taylor R, Newton JL, Blamire AM (2009) Globus pallidus magnetization transfer ratio, T1 and T2 in primary biliary cirrhosis: relationship with disease stage and age. J Magn Reson Imaging 29:780–784
doi: 10.1002/jmri.21555
pubmed: 19306399
Chung S, Kim D, Breton E, Axel L (2010) Rapid B1+ mapping using a preconditioning RF pulse with TurboFLASH readout. Magn Reson Med 64:439–446
doi: 10.1002/mrm.22423
pubmed: 20665788
pmcid: 2929762
Marques JP, Gruetter R (2013) New developments and applications of the MP2RAGE sequence - focusing the contrast and high spatial resolution R1 mapping. PLoS ONE 8:e69294
doi: 10.1371/journal.pone.0069294
pubmed: 23874936
pmcid: 3712929
Wright PJ, Mougin OE, Totman JJ, Peters AM, Brookes MJ, Coxon R, Morris PE, Clemence M, Francis ST, Bowtell RW, Gowland PA (2008) Water proton T 1 measurements in brain tissue at 7, 3, and 1.5T using IR-EPI, IR-TSE, and MPRAGE: results and optimization. Magn Reson Mater Phy 21:121–130
doi: 10.1007/s10334-008-0104-8
Commowick O, Wiest-Daessle N, Prima S (2012) Block-matching strategies for rigid registration of multimodal medical images. In: Priya D (ed) 2012 9th IEEE international symposium on biomedical imaging (ISBI). IEEE, UK, pp 700–703
doi: 10.1109/ISBI.2012.6235644
Ourselin S, Roche A, Prima S, Ayache N (2000) Block matching: a general framework to improve robustness of rigid registration of medical images. Springer, Berlin, Heidelberg, pp 557–566