A method for T1 and T2 relaxation times validation and harmonization as a support to MRI mapping

被引:3
作者
Cicolari, Davide [1 ,2 ]
Lizio, Domenico [3 ]
Pedrotti, Patrizia [4 ]
Moioli, Monica Teresa [3 ]
Lascialfari, Alessandro [1 ,2 ]
Mariani, Manuel [1 ,2 ]
Torresin, Alberto [3 ,5 ]
机构
[1] Univ Pavia, Dept Phys, Via Bassi 6, I-27100 Pavia, Italy
[2] Ist Nazl Fis Nucl, Pavia Unit, Via Bassi 6, I-27100 Pavia, Italy
[3] ASST Grande Osped Metropolitano Niguarda, Dept Med Phys, Pzza Osped Maggiore 3, I-20162 Milan, Italy
[4] ASST Grande Osped Metropolitano Niguarda, Dept Cardiol, Pzza Osped Maggiore 3, I-20162 Milan, Italy
[5] Univ Milan, Dept Phys, Via Celoria 16, I-20133 Milan, Italy
关键词
Relaxation time maps; Data harmonization; Calibration; Accuracy; Precision; INVERSION-RECOVERY MOLLI; HIGH-RESOLUTION T-1; PARAMAGNETIC SOLUTIONS; HUMAN MYOCARDIUM; T1; ACCURACY; REPRODUCIBILITY; PRECISION; CALIBRATION; SEQUENCES;
D O I
10.1016/j.jmr.2021.107110
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
We present a proof-of-concept study focusing on a method for the intra- and inter-center validation and harmonization of data obtained from MRI T-1 and T-2 maps. The method is based on a set of MnCl2 samples that provide in-scan ground-truth reference values regardless of the details of the MRI protocol. The relaxation times of MnCl2 aqueous solutions were first measured by means of an NMR laboratory relaxometer, as a function of concentration and temperature. The obtained T-1 and T-2 values, once renormalized at the scanner temperature, were used as reference values for the MRI mapping measurements of the MnCl2 relaxation times. By using different clinical MRI scanners and sequences, we found a good agreement for standard and turbo sequences (limits of agreement: 5% for IR, SE, IR-TSE; 10% for TSE), while an under-estimation and an over-estimation were found respectively for MOLLI and T-2-prep TrueFISP, as already reported in the literature. The linearity of the relaxation rates with the concentration predicted by the Solomon-Bloembergen-Morgan theory was observed for every dataset at all temperatures, except for T-2-prep TrueFISP maps results. Some preliminary results of an in vivo experiment are also presented. (C) 2021 Elsevier Inc. All rights reserved.
引用
收藏
页数:13
相关论文
共 50 条
  • [21] Cardiac MRI Texture Analysis of T1 and T2 Maps in Patients with Infarctlike Acute Myocarditis
    Baessler, Bettina
    Luecke, Christian
    Lorz, Julia
    Klingel, Karin
    von Roeder, Maximilian
    de Waha, Suzanne
    Besler, Christian
    Maintz, David
    Gutberlet, Matthias
    Thiele, Holger
    Lurz, Philipp
    RADIOLOGY, 2018, 289 (02) : 357 - 365
  • [22] Cartilage T1ρ and T2 relaxation times: longitudinal reproducibility and variations using different coils, MR systems and sites
    Li, X.
    Pedoia, V.
    Kumar, D.
    Rivoire, J.
    Wyatt, C.
    Lansdown, D.
    Amano, K.
    Okazaki, N.
    Savic, D.
    Koff, M. F.
    Felmlee, J.
    Williams, S. L.
    Majumdar, S.
    OSTEOARTHRITIS AND CARTILAGE, 2015, 23 (12) : 2214 - 2223
  • [23] Cartesian dictionary-based native T1 and T2 mapping of the myocardium
    Henningsson, Markus
    MAGNETIC RESONANCE IN MEDICINE, 2022, 87 (05) : 2347 - 2362
  • [24] A medical device-grade T1 and ECV phantom for global T1 mapping quality assurance-the T1 Mapping and ECV Standardization in cardiovascular magnetic resonance (T1MES) program
    Captur, Gabriella
    Gatehouse, Peter
    Keenan, Kathryn E.
    Heslinga, Friso G.
    Bruehl, Ruediger
    Prothmann, Marcel
    Graves, Martin J.
    Eames, Richard J.
    Torlasco, Camilla
    Benedetti, Giulia
    Donovan, Jacqueline
    Ittermann, Bernd
    Boubertakh, Redha
    Bathgate, Andrew
    Royet, Celine
    Pang, Wenjie
    Nezafat, Reza
    Salerno, Michael
    Kellman, Peter
    Moon, James C.
    JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2016, 18 : 1 - 20
  • [25] Clinical evaluation of the Multimapping technique for simultaneous myocardial T1 and T2 mapping
    Jarkman, Charlotta
    Carlhall, Carl-Johan
    Henningsson, Markus
    FRONTIERS IN CARDIOVASCULAR MEDICINE, 2022, 9
  • [26] In vivo comparison of myocardial T1 with T2 and T2*in thalassaemia major
    Feng, Yanqiu
    He, Taigang
    Carpenter, John-Paul
    Jabbour, Andrew
    Alam, Mohammed Harith
    Gatehouse, Peter D.
    Greiser, Andreas
    Messroghli, Daniel
    Firmin, David N.
    Pennell, Dudley J.
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2013, 38 (03) : 588 - 593
  • [27] Myocardial T1 and T2 mapping at 3 T: reference values, influencing factors and implications
    von Knobelsdorff-Brenkenhoff, Florian
    Prothmann, Marcel
    Dieringer, Matthias A.
    Wassmuth, Ralf
    Greiser, Andreas
    Schwenke, Carsten
    Niendorf, Thoralf
    Schulz-Menger, Jeanette
    JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2013, 15
  • [28] Accurate, precise, simultaneous myocardial T1 and T2 mapping using a radial sequence with inversion recovery and T2 preparation
    Shao, Jiaxin
    Zhou, Ziwu
    Nguyen, Kim-Lien
    Finn, J. Paul
    Hu, Peng
    NMR IN BIOMEDICINE, 2019, 32 (11)
  • [29] On the Accuracy of T1 Mapping: Searching for Common Ground
    Stikov, Nikola
    Boudreau, Mathieu
    Levesque, Ives R.
    Tardif, Christine L.
    Barral, Joelle K.
    Pike, G. Bruce
    MAGNETIC RESONANCE IN MEDICINE, 2015, 73 (02) : 514 - 522
  • [30] Accurate and precise in vivo liver 3D T1 mapping at 3T
    Belsley, Gabriela
    Mozes, Ferenc E.
    Tyler, Damian J.
    Robson, Matthew D.
    Tunnicliffe, Elizabeth M.
    MAGNETIC RESONANCE IN MEDICINE, 2025, 93 (06) : 2331 - 2345