Fast whole brain relaxometry with Magnetic Resonance Spin TomogrAphy in Time-domain (MR-STAT) at 3 T: a retrospective cohort study

Sbrizzi A, van der Heide O, Cloos M, van der Toorn A, Hoogduin H, Luijten PR, van den Berg CAT (2018) Fast quantitative MRI as a nonlinear tomography problem. Magn Reson Imaging 46:56–63. https://doi.org/10.1016/j.mri.2017.10.015

Article  PubMed  Google Scholar 

Keil VC, Bakoeva SP, Jurcoane A, Doneva M, Amthor T, Koken P, Mädler B, Lüchters G, Block W, Wüllner U et al (2020) A pilot study of magnetic resonance fingerprinting in Parkinson’s disease. NMR Biomed. https://doi.org/10.1002/nbm.4389

Article  PubMed  Google Scholar 

Schmitt P, Griswold MA, Jakob PM, Kotas M, Gulani V, Flentje M, Haase A (2004) Inversion recovery TrueFISP: quantification of T1, T2, and spin density. Magn Reson Med 51(4):661–667. https://doi.org/10.1002/mrm.20058

Article  PubMed  Google Scholar 

Warntjes JBM, Dahlqvist O, Lundberg P (2007) Novel method for rapid, simultaneous T1, T*2, and proton density quantification. Magn Reson Med 57(3):528–537. https://doi.org/10.1002/mrm.21165

Article  CAS  PubMed  Google Scholar 

Ma D, Gulani V, Seiberlich N, Liu K, Sunshine JL, Duerk JL, Griswold MA (2013) Magnetic resonance fingerprinting. Nature 495(7440):187–192. https://doi.org/10.1038/nature11971

Article  CAS  PubMed  PubMed Central  Google Scholar 

Badve C, Yu A, Rogers M, Ma D, Liu Y, Schluchter M, Sunshine J, Griswold M, Gulani V (2015) Simultaneous T1 and T2 brain relaxometry in asymptomatic volunteers using magnetic resonance fingerprinting. Tomography 1(2):136–144. https://doi.org/10.18383/j.tom.2015.00166

Article  PubMed  PubMed Central  Google Scholar 

Benjamin AJV, Gómez PA, Golbabaee M, Mahbub ZB, Sprenger T, Menzel MI, Davies M, Marshall I (2019) Multi-shot echo planar imaging for accelerated Cartesian MR fingerprinting: an alternative to conventional spiral MR fingerprinting. Magn Reson Imaging 61:20–32. https://doi.org/10.1016/j.mri.2019.04.014

Article  PubMed  Google Scholar 

Choi JY, Hu S, Su T-Y, Murakami H, Tang Y, Blümcke I, Najm I, Sakaie K, Jones S, Griswold M et al (2023) Normative quantitative relaxation atlases for characterization of cortical regions using magnetic resonance fingerprinting. Cereb Cortex 33(7):3562–3574. https://doi.org/10.1093/cercor/bhac292

Article  PubMed  Google Scholar 

Chen Y, Liu S, Wang Y, Kang Y, Haacke EM (2018) Strategically Acquired Gradient Echo (STAGE) imaging, part I: creating enhanced T1 contrast and standardized susceptibility weighted imaging and quantitative susceptibility mapping. Magn Reson Imaging 46:130–139. https://doi.org/10.1016/j.mri.2017.10.005

Article  CAS  PubMed  Google Scholar 

Haacke EM, Chen Y, Utriainen D, Wu B, Wang Y, Xia S, He N, Zhang C, Wang X, Lagana MM et al (2020) STrategically Acquired Gradient Echo (STAGE) Imaging, part III: technical advances and clinical applications of a rapid multi-contrast multi-parametric brain imaging method. Magn Reson Imaging 65:15–26. https://doi.org/10.1016/j.mri.2019.09.006

Article  PubMed  Google Scholar 

Wang Y, Chen Y, Wu D, Wang Y, Sethi SK, Yang G, Xie H, Xia S, Haacke EM (2018) STrategically Acquired Gradient Echo (STAGE) imaging, part II: correcting for RF inhomogeneities in estimating T1 and proton density. Magn Reson Imaging 46:140–150. https://doi.org/10.1016/j.mri.2017.10.006

Article  PubMed  Google Scholar 

Hagiwara A, Warntjes M, Hori M, Andica C, Nakazawa M, Kumamaru KK, Abe O, Aoki S (2017) SyMRI of the brain. Invest Radiol 52(10):647–657. https://doi.org/10.1097/RLI.0000000000000365

Article  PubMed  PubMed Central  Google Scholar 

Ndengera M, Delattre BMA, Scheffler M, Lövblad K, Meling TR, Vargas MI (2022) Relaxation time of brain tissue in the elderly assessed by synthetic MRI. Brain Behav. https://doi.org/10.1002/brb3.2449

Article  PubMed  Google Scholar 

Ma S, Nguyen CT, Han F, Wang N, Deng Z, Binesh N, Moser FG, Christodoulou AG, Li D (2020) Three-dimensional simultaneous brain T 1, T 2, and ADC mapping with MR multitasking. Magn Reson Med 84(1):72–88. https://doi.org/10.1002/mrm.28092

Article  PubMed  Google Scholar 

Ma S, Wang N, Fan Z, Kaisey M, Sicotte NL, Christodoulou AG, Li D (2021) Three-dimensional whole-brain simultaneous T1, T2, and T1 ρ quantification using MR multitasking: method and initial clinical experience in tissue characterization of multiple sclerosis. Magn Reson Med 85(4):1938–1952. https://doi.org/10.1002/mrm.28553

Article  CAS  PubMed  Google Scholar 

Cao T, Ma S, Wang N, Gharabaghi S, Xie Y, Fan Z, Hogg E, Wu C, Han F, Tagliati M et al (2022) Three-dimensional simultaneous brain mapping of T1, T2, and magnetic susceptibility with MR multitasking. Magn Reson Med 87(3):1375–1389. https://doi.org/10.1002/mrm.29059

Article  PubMed  Google Scholar 

van der Heide O, Sbrizzi A, Luijten PR, van den Berg CAT (2020) High-resolution in vivo MR-STAT using a matrix-free and parallelized reconstruction algorithm. NMR Biomed 33(4):e4251. https://doi.org/10.1002/nbm.4251

Article  PubMed  PubMed Central  Google Scholar 

van der Heide O, Sbrizzi A, van den Berg CAT (2020) Accelerated MR-STAT reconstructions using sparse Hessian approximations. IEEE Trans Med Imaging 39(11):3737–3748. https://doi.org/10.1109/TMI.2020.3003893

Article  PubMed  Google Scholar 

Mandija S, D’Agata F, Liu H, van der Heide O, Koktas B, van den Berg CAT (2020) A five-minute multi-parametric high-resolution whole-brain MR-STAT exam: first results from a clinical trial. In: Proceedings of the International Society for Magnetic Resonance in Medicine, vol 28

Kleinloog JPD, Mandija S, D’Agata F, Liu H, van der Heide O, Koktas B, Dankbaar JW, Keil VC, Vonken E-J, Jacobs SM et al (2023) Synthetic MRI with Magnetic Resonance Spin TomogrAphy in Time-Domain (MR-STAT): results from a prospective cross-sectional clinical trial. J Magn Reson Imaging 57(5):1451–1461. https://doi.org/10.1002/jmri.28425

Article  PubMed  Google Scholar 

Liu H, van der Heide O, Mandija S, van den Berg CAT, Sbrizzi A (2022) Acceleration strategies for MR-STAT: achieving high-resolution reconstructions on a desktop PC Within 3 minutes. IEEE Trans Med Imaging 41(10):2681–2692. https://doi.org/10.1109/TMI.2022.3168436

Article  PubMed  Google Scholar 

Liu H, van der Heide O, Versteeg E, Froeling M, Fuderer M, Xu F, van den Berg CAT, Sbrizzi A (2024) A three-dimensional magnetic resonance spin tomography in time-domain protocol for high-resolution multiparametric quantitative magnetic resonance imaging. NMR Biomed. https://doi.org/10.1002/nbm.5050

Article  PubMed  PubMed Central  Google Scholar 

Liu H, Versteeg E, Fuderer M, van der Heide O, Schilder MB, van den Berg CAT, Sbrizzi A (2024) Time-efficient, high-resolution 3T whole-brain relaxometry using Cartesian 3D MR Spin TomogrAphy in Time-Domain (MR-STAT) with cerebrospinal fluid suppression. Magn Reson Med. https://doi.org/10.1002/mrm.30384

Article  PubMed  PubMed Central  Google Scholar 

van der Heide O, Fuderer M, Liu H, van den Berg C, Sbrizzi A (2022) Repeatability and accuracy of MR-STAT quantitative T1 and T2 measurements. Proc Intl Soc Mag Reson Med. https://doi.org/10.58530/2022/2796

Article  Google Scholar 

Okubo G, Okada T, Yamamoto A, Fushimi Y, Okada T, Murata K, Togashi K (2017) Relationship between aging and T1 relaxation time in deep gray matter: a voxel-based analysis. J Magn Reson Imaging 46(3):724–731. https://doi.org/10.1002/jmri.25590

Article  PubMed  Google Scholar 

Hagiwara A, Fujimoto K, Kamagata K, Murata S, Irie R, Kaga H, Someya Y, Andica C, Fujita S, Kato S et al (2021) Age-related changes in relaxation times, proton density, myelin, and tissue volumes in adult brain analyzed by 2-dimensional quantitative synthetic magnetic resonance imaging. Invest Radiol 56(3):163–172. https://doi.org/10.1097/RLI.0000000000000720

Article  PubMed  Google Scholar 

Manjón JV, Romero JE, Vivo-Hernando R, Rubio G, Aparici F, de la Iglesia-Vaya M, Coupé P (2022) Vol2Brain: a new online pipeline for whole brain MRI analysis. Front Neuroinform. https://doi.org/10.3389/fninf.2022.862805

Article  PubMed  PubMed Central  Google Scholar 

McCarthy P (2023) FSLeyes. https://doi.org/10.5281/ZENODO.8033457

Cao X, Ye H, Liao C, Li Q, He H, Zhong J (2019) Fast 3D brain MR fingerprinting based on multi-axis spiral projection trajectory. Magn Reson Med 82(1):289–301. https://doi.org/10.1002/mrm.27726

Article  CAS  PubMed  Google Scholar 

Khajehim M, Christen T, Tam F, Graham SJ (2021) Streamlined magnetic resonance fingerprinting: fast whole-brain coverage with deep-learning based parameter estimation. Neuroimage 238:118237. https://doi.org/10.1016/j.neuroimage.2021.118237

Article  PubMed  Google Scholar 

Cao X, Liao C, Iyer SS, Wang Z, Zhou Z, Dai E, Liberman G, Dong Z, Gong T, He H et al (2022) Optimized multi-axis spiral projection MR fingerprinting with subspace reconstruction for rapid whole-brain high-isotropic-resolution quantitative imaging. Magn Reson Med 88(1):133–150.

Comments (0)

No login
gif