King's College London

Research portal

T1, T2, and Fat Fraction Cardiac MR Fingerprinting: Preliminary Clinical Evaluation

Research output: Contribution to journalArticle

Olivier Jaubert, Gastao Cruz, Aurelien Bustin, Reza Hajhosseiny, Sohaib Nazir, Torben Schneider, Peter Koken, Mariya Doneva, Daniel Rueckert, Pier-Giorgio Masci, Rene M Botnar, Claudia Prieto

Original languageEnglish
JournalJournal of Magnetic Resonance Imaging
E-pub ahead of print29 Oct 2020

Bibliographical note

© 2020 The Authors. Journal of Magnetic Resonance Imaging published by Wiley Periodicals LLC on behalf of International Society for Magnetic Resonance in Medicine.

King's Authors


Background: Dixon cardiac magnetic resonance fingerprinting (MRF) has been recently introduced to simultaneously provide water T 1, water T 2, and fat fraction (FF) maps. Purpose: To assess Dixon cardiac MRF repeatability in healthy subjects and its clinical feasibility in a cohort of patients with cardiovascular disease. Population: T1MES phantom, water-fat phantom, 11 healthy subjects and 19 patients with suspected cardiovascular disease. Study Type: Prospective. Field Strength/Sequence: 1.5T, inversion recovery spin echo (IRSE), multiecho spin echo (MESE), modified Look–Locker inversion recovery (MOLLI), T 2 gradient spin echo (T 2-GRASE), 6-echo gradient rewound echo (GRE), and Dixon cardiac MRF. Assessment: Dixon cardiac MRF precision was assessed through repeated scans against conventional MOLLI, T 2-GRASE, and PDFF in phantom and 11 healthy subjects. Dixon cardiac MRF native T 1, T 2, FF, postcontrast T 1 and synthetic extracellular volume (ECV) maps were assessed in 19 patients in comparison to conventional sequences. Measurements in patients were performed in the septum and in late gadolinium enhanced (LGE) areas and assessed using mean value distributions, correlation, and Bland–Altman plots. Image quality and diagnostic confidence were assessed by three experts using 5-point scoring scales. Statistical Tests: Paired Wilcoxon rank signed test and paired t-tests were applied. Statistical significance was indicated by *(P < 0.05). Results: Dixon cardiac MRF showed good overall precision in phantom and in vivo. Septal average repeatability was ~23 msec for T 1, ~2.2 msec for T 2, and ~1% for FF. Biases in healthy subjects/patients were measured at +37 msec*/+60 msec* and –8.8 msec*/–8 msec* when compared to MOLLI and T 2-GRASE, respectively. No statistically significant differences in postcontrast T 1 (P = 0.17) and synthetic ECV (P = 0.19) measurements were observed in patients. Data Conclusion: Dixon cardiac MRF attained good overall precision in phantom and healthy subjects, while providing coregistered T 1, T 2, and fat fraction maps in a single breath-hold scan with similar or better image quality than conventional methods in patients. Level of Evidence: 2. Technical Efficacy Stage: 2.

View graph of relations

© 2020 King's College London | Strand | London WC2R 2LS | England | United Kingdom | Tel +44 (0)20 7836 5454