1. A signal model for fat‐suppressed T1‐mapping and dynamic contrast‐enhanced MRI with interrupted spoiled gradient‐echo readout.
- Author
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Wennen, Myrte, Stehling, Wilhelm, Marcus, J. Tim, Kuijer, Joost P. A., Lavini, Cristina, Heunks, Leo M. A., Strijkers, Gustav J., Coolen, Bram F., Nederveen, Aart J., and Gurney‐Champion, Oliver J.
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PARAMETER estimation ,ANALYSIS of variance ,MAGNETIC resonance imaging ,PHARMACOKINETICS ,FAT - Abstract
The conventional gradient‐echo steady‐state signal model is the basis of various spoiled gradient‐echo (SPGR) based quantitative MRI models, including variable flip angle (VFA) MRI and dynamic contrast‐enhanced MRI (DCE). However, including preparation pulses, such as fat suppression or saturation bands, disrupts the steady‐state and leads to a bias in T1 and DCE parameter estimates. This work introduces a signal model that improves the accuracy of VFA T1‐mapping and DCE for interrupted spoiled gradient‐echo (I‐SPGR) acquisitions. The proposed model was applied to a VFA T1‐mapping I‐SPGR sequence in the Gold Standard T1‐phantom (3 T), in the brain of four healthy volunteers (3 T), and to an abdominal DCE examination (1.5 T). T1‐values obtained with the proposed and conventional model were compared to reference T1‐values. Bland–Altman analysis (phantom) and analysis of variance (in vivo) were used to test whether bias from both methods was significantly different (p = 0.05). The proposed model outperformed the conventional model by decreasing the bias in the phantom with respect to the phantom reference values (mean bias ‐2 vs. ‐35% at 3 T) and in vivo with respect to the conventional SPGR (‐6 vs. ‐37% bias in T1, p < 0.01). The proposed signal model estimated approximately 48% (depending on baseline T1) higher contrast concentrations in vivo, which resulted in decreased DCE pharmacokinetic parameter estimates of up to 35%. The proposed signal model improves the accuracy of quantitative parameter estimation from disrupted steady‐state I‐SPGR sequences. It therefore provides a flexible method for applying fat suppression, saturation bands, and other preparation pulses in VFA T1‐mapping and DCE. [ABSTRACT FROM AUTHOR]
- Published
- 2025
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