TY - JOUR
T1 - Flip angle optimization for dynamic contrast-enhanced MRI-studies with spoiled gradient echo pulse sequences
AU - De Naeyer, D.
AU - Verhulst, J.
AU - Ceelen, W.
AU - Segers, P.
AU - De Deene, Y.
AU - Verdonck, P.
PY - 2011/8/21
Y1 - 2011/8/21
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=79961095238&partnerID=8YFLogxK
U2 - 10.1088/0031-9155/56/16/019
DO - 10.1088/0031-9155/56/16/019
M3 - Article
C2 - 21804179
AN - SCOPUS:79961095238
SN - 0031-9155
VL - 56
SP - 5373
EP - 5395
JO - Physics in Medicine and Biology
JF - Physics in Medicine and Biology
IS - 16
ER -