Repeatability and reproducibility of joint T1-T2 transient-state relaxometry across multiple vendors and implementations at 3T in phantom and human brain
Publication date
2025-10-15
Authors
Lancione, Marta
Cencini, Matteo
Aquino, Domenico
Baldoli, Cristina
Elia, Maurizio
Ghielmetti, Francesco
Montanaro, Domenico
Neri, Ilaria
Nigri, Anna
Pasquariello, Rosa
Editors
Advisors
Supervisors
Document Type
Article
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Abstract
Transient-state relaxometry (TSR) enables rapid estimation of T1 and T2 relaxation times. To support its broader adoption in multi-center studies, it is essential to assess the consistency of its implementation across different MRI vendors. This work aimed to assess accuracy, repeatability, and inter-vendor reproducibility of jointly measured T1 and T2 maps based on TSR at 3T. To achieve this goal, a phantom and five volunteers were scanned in a traveling-brain study at four 3T MRI systems from three manufacturers. In the phantom study, Bland-Altman analysis and coefficients of variation (CV) were used to assess accuracy, and repeatability and reproducibility, respectively. Subsequently, in-vivo inter-site variability was evaluated via ANOVA and by computing voxelwise CVs and biases associated with sites were measured via a general linear model (GLM). Excellent accuracy, repeatability, and reproducibility were obtained for the phantom. In-vivo, we found excellent repeatability (CV < 4.5%) and generally good inter-site and inter-vendor reproducibility, though significant variability was found across different TSR implementations. The GLM analysis revealed site-related biases of approximately 100 ms for T1 and 2 ms for T2 in solid brain tissues. These differences may be attributable to different magnetization transfer effects and residual B1+ inhomogeneities due to imperfect calibration. Our findings demonstrate that the bias introduced by the use of different TSR implementations needs to be considered carefully in order to perform in-vivo multi-center studies.
Keywords
Brain, Magnetic resonance fingerprinting, Multi-vendor, Quantitative MRI, Reproducibility, T1 and T2 mapping, Transient state relaxometry, Neurology, Cognitive Neuroscience
Citation
Lancione, M, Cencini, M, Aquino, D, Baldoli, C, Elia, M, Ghielmetti, F, Montanaro, D, Neri, I, Nigri, A, Pasquariello, R, Pettinato, S, Romano, S, Sbrizzi, A, Scifo, P, van der Heide, O, Versteeg, E, Biagi, L & Tosetti, M 2025, 'Repeatability and reproducibility of joint T1-T2 transient-state relaxometry across multiple vendors and implementations at 3T in phantom and human brain', NeuroImage, vol. 320, 121471. https://doi.org/10.1016/j.neuroimage.2025.121471