Simultaneous T 1 and T 2 Mapping in the Brain With QuantoRAGE : An MP2RAGE Variant Using T 2 ‐Prepared Inversion
Abstract
ABSTRACT Purpose To develop and validate a repeatable and reproducible approach, QuantoRAGE, for simultaneous whole‐brain T 1 and T 2 mapping using adiabatic magnetization preparation. Methods QuantoRAGE is a 3D FLASH‐based sequence using an adiabatic T 2 ‐prepared inversion followed by two readout blocks. Sequence repetitions with different preparation durations and inversion times provide T 1 ‐ and T 2 ‐weighted images. Quantitative parameters are voxel‐wise estimated by matching signal evolutions to a dictionary generated from extended phase graph simulations. To accelerate the method, the protocol was optimized using Cramér‐Rao lower bound analysis, and a neural‐network was trained on sequence‐specific dictionaries for fast matching. The optimized protocol was evaluated in phantom and healthy volunteers at 3 T and compared against reference MP2RAGE T 1 and multi‐echo spin‐echo T 2 measurements. In vivo repeatability and reproducibility were quantified using scan‐rescan experiments. Feasibility of QuantoRAGE at 7 T was tested in vivo. Results At 3 T, T 1 and T 2 phantom quantification agreed with nominal values (T 1 : r = 0.98, T 2 : r = 0.99). In eight healthy volunteers, high repeatability (bias ± SD, T 1 : 14.1 ± 30.2 ms, T 2 : 1.2 ± 1.7 ms) and reproducibility (T 1 : 18.9 ± 32.6 ms, T 2 : 1.1 ± 2.1 ms) were observed across brain regions, with T 1 estimates comparable to reference methods ( r = 0.96, slope = 0.74), and T 2 underestimated ( r = 0.79, slope = 0.44). Fast matching produced results consistent with dictionary‐matching and significantly reduced parameter estimation time. At 7 T, the adiabatic preparation resulted in homogeneous T 1 and T 2 maps at 0.8‐mm isotropic resolution. Conclusion QuantoRAGE enabled reproducible simultaneous T 1 and T 2 mapping at 3 T, providing an efficient framework for longitudinal and cross‐sectional quantitative MRI studies and showed feasibility at 7 T.
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Authors: Natalia Pato Montemayor, Tam Nguyen, José P. Marques, Berk Can Açikgöz, Jessica Bastiaansen, Roland Kreis, Piotr Radojewski, Jonathan Stelter, Dimitrios Karampinos, Jocelyn Philippe, Lina Bacha, Tommaso Di Noto, Bénédicte Maréchal, Dominik Nickel, Patrick Alexander Liebig, Robin Martin Heidemann, Tobias Kober, Jean‐Philippe Thiran, Tom Hilbert, Thomas Yu, Gian Franco Piredda, Gabriele Bonanno
Institutions: Radboud University Nijmegen, University of Bern, University of Lausanne, University Hospital of Bern, École Polytechnique Fédérale de Lausanne, Centre Hospitalier Universitaire Vaudois, Siemens Healthineers (Germany), Donders Institute for Brain, Cognition and Behaviour, Centre d'Imagerie BioMedicale