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
  • [31] System-specific evaluation of the dual flip angle MRI technique for quantitative T1 measurement
    Yee, Seonghwan
    Fadell, Michael
    MEDICAL PHYSICS, 2021, 48 (06) : 2790 - 2799
  • [32] Bias, Repeatability and Reproducibility of Liver T1 Mapping With Variable Flip Angles
    Tadimalla, Sirisha
    Wilson, Daniel J.
    Shelley, David
    Bainbridge, Gavin
    Saysell, Margaret
    Mendichovszky, Iosif A.
    Graves, Martin J.
    Guthrie, J. Ashley
    Waterton, John C.
    Parker, Geoffrey J. M.
    Sourbron, Steven P.
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2022, 56 (04) : 1042 - 1052
  • [33] 3D myocardial T1 mapping using saturation recovery
    Nordio, Giovanna
    Henningsson, Markus
    Chiribiri, Amedeo
    Villa, Adriana D. M.
    Schneider, Torben
    Botnar, Rene M.
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2017, 46 (01) : 218 - 227
  • [34] Review of T1 Mapping Methods: Comparative Effectiveness Including Reproducibility Issues
    Higgins D.M.
    Moon J.C.
    Current Cardiovascular Imaging Reports, 2014, 7 (3) : 1 - 10
  • [35] Liver T1 and T2 mapping in a large cohort of healthy subjects: normal ranges and correlation with age and sex
    Meloni, Antonella
    Carnevale, Aldo
    Gaio, Paolo
    Positano, Vincenzo
    Passantino, Cristina
    Pepe, Alessia
    Barison, Andrea
    Todiere, Giancarlo
    Grigoratos, Chrysanthos
    Novani, Giovanni
    Pistoia, Laura
    Giganti, Melchiore
    Cademartiri, Filippo
    Cossu, Alberto
    MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE, 2024, 37 (01) : 93 - 100
  • [36] Characterization of T1 bias in skeletal muscle from fat in MOLLI and SASHA pulse sequences: Quantitative fat-fraction imaging with T1 mapping
    Larmour, Sarah
    Chow, Kelvin
    Kellman, Peter
    Thompson, Richard B.
    MAGNETIC RESONANCE IN MEDICINE, 2017, 77 (01) : 237 - 249
  • [37] Myocardial Tissue Characterization by Magnetic Resonance Imaging Novel Applications of T1 and T2 Mapping
    Ferreira, Vanessa M.
    Piechnik, Stefan K.
    Robson, Matthew D.
    Neubauer, Stefan
    Karamitsos, Theodoros D.
    JOURNAL OF THORACIC IMAGING, 2014, 29 (03) : 147 - 154
  • [38] Simultaneous T1 and T2 mapping of the carotid plaque (SIMPLE) with T2 and inversion recovery prepared 3D radial imaging
    Qi, Haikun
    Sun, Jie
    Qiao, Huiyu
    Zhao, Xihai
    Guo, Rui
    Balu, Niranjan
    Yuan, Chun
    Chen, Huijun
    MAGNETIC RESONANCE IN MEDICINE, 2018, 80 (06) : 2598 - 2608
  • [39] Multi-parametric liver tissue characterization using MR fingerprinting: Simultaneous T1, T2, T2*, and fat fraction mapping
    Jaubert, Olivier
    Arrieta, Cristobal
    Cruz, Gastao
    Bustin, Aurelien
    Schneider, Torben
    Georgiopoulos, Georgios
    Masci, Pier-Giorgio
    Sing-Long, Carlos
    Botnar, Rene M.
    Prieto, Claudia
    MAGNETIC RESONANCE IN MEDICINE, 2020, 84 (05) : 2625 - 2635
  • [40] Nonrigid active shape model-based registration framework for motion correction of cardiac T1 mapping
    El-Rewaidy, Hossam
    Nezafat, Maryam
    Jang, Jihye
    Nakamori, Shiro
    Fahmy, Ahmed S.
    Nezafat, Reza
    MAGNETIC RESONANCE IN MEDICINE, 2018, 80 (02) : 780 - 791