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.

Original languageEnglish
Article numbere5289
Pages (from-to)e5289
JournalNMR in biomedicine
Volume38
Issue number1
Early online date2024
DOIs
Publication statusPublished - Jan 2025

Keywords

  • Humans
  • Magnetic Resonance Imaging/methods
  • Contrast Media/chemistry
  • Phantoms, Imaging
  • Adult
  • Adipose Tissue/diagnostic imaging
  • Male
  • Female
  • Brain/diagnostic imaging
  • Signal Processing, Computer-Assisted
  • Algorithms
  • T -mapping
  • dynamic contrast-enhanced MRI
  • fat suppression
  • spoiled gradient echo
  • variable flip angle

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