Abstract
Spoiled gradient echo pulse (SPGRE) sequences are commonly used in dynamic contrast-enhanced MRI (DCE-MRI) studies to measure the contrast agent concentration in a tissue of interest over time. However, due to improper tuning of the SPGRE parameters, concentration uncertainty can be very high, even at high signal-to-noise ratio in the MR measurement. In this work, an optimization procedure is proposed for selecting the optimal value of the SPGRE-flip angle FAopt, given the expected concentration range. The optimization condition ensures that every concentration in the assumed range has the lowest possible uncertainty. By decoupling the R1- and R*2- effects caused by the presence of the contrast agent, a contour plot has been generated from which FAopt can be read off for any study design. Investigation of ten recent DCE-MRI studies showed that improper flip angle selection unnecessarily increases the concentration uncertainty, up to 742% and 72% on average for the typical physiological concentration ranges of 0-2 mM in tumour tissue and 0-10 mM in blood, respectively. Simulations show that the reduced noise levels on the concentration curves, observed at the optimal flip angle, effectively increase the precision of the kinetic parameters estimates (up to 82% for Ktrans, 82% for νe and 92% for νp in the case of an individually measured arterial input function (AIF), up to 53% for Ktrans, 59% for νe and 67% for νp in the case of a standard AIF). In vivo experiments confirm the potential of flip angle optimization to increase the reproducibility of the kinetic parameter estimates.
| Original language | English |
|---|---|
| Pages (from-to) | 5373-5395 |
| Number of pages | 23 |
| Journal | Physics in Medicine and Biology |
| Volume | 56 |
| Issue number | 16 |
| DOIs | |
| Publication status | Published - 21 Aug 2011 |
| Externally published | Yes |
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