Kerrin J Pine1, Nicolas Gross-Weege2, Martina F Callaghan3, and Nikolaus Weiskopf1,3,4
1Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany, 2Siemens Healthcare GmbH, Erlangen, Germany, 3Wellcome Centre for Human Neuroimaging, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom, 4Felix Bloch Institute for Solid State Physics, Faculty of Physics and Earth Sciences, Leipzig University, Leipzig, Germany
Synopsis
In this abstract we detail our first experiences using
parallel transmission (pTx) to quantitatively map T1 via a dual flip-angle
approach. We present data from a human volunteer scanned on the 7T Siemens
MAGNETOM Terra using the pTx system and a Nova 32-channel receive / 8-channel
transmit coil, with online optimized kT-points RF pulses. Data from the same coil
in static CP mode (without pTx) was additionally acquired. With the
demonstrated reduction in B1+ inhomogeneity, various bias correction schemes used at
lower field strengths may become applicable.
Introduction
Ultra-high field (UHF) strength MRI enables quantitative
mapping of the longitudinal relaxation rate (R1 = 1/T1) at sub-millimetre
resolutions in vivo, in turn furthering our understanding of brain
microstructure1. A drawback is the poorer RF excitation uniformity
which significantly biases R1 estimates derived from dual flip angle
measurements. Parallel transmission (pTx) offers the potential to improve B1+ homogeneity in the imaging volume and therefore to reduce spurious spatial
variance in R1 estimates.
We investigated whether exploiting pTx by replacing the
excitation pulse with optimized kT-points RF pulses would reduce B1+ related
biases in R1 estimates to a level that could be addressed by post-hoc
correction schemes, which are widely used at lower field strengths to remove
residual biases, and do not require additional scans to map the B1+ inhomogeneity.Methods
A healthy volunteer was scanned with a 7T MRI system
(MAGNETOM Terra, Siemens Healthineers, Germany) equipped with a 8Tx/32Rx head RF
coil (Nova Medical, Wilmington, USA). The RF system was operated in two
frameworks: (a) with the coil transmit elements in a fixed magnitude/phase
relationship (approximating CP mode) using conventional non-selective sinc-shaped
excitation pulses with a bandwidth-time product of 6, and (b) with dynamic pTx
pulses using the kT-points trajectory. Time
and SAR constraints allowed 5 kT-points: one was placed in the centre of the
excitation k-space and the position of the others was optimized on the kx-ky plane
offline. The RF magnitude and phase were optimized running an online
optimization directly before the main scan. The pulse optimization process runs
without user intervention, suiting the practical workflow of a neuroimaging
center. The online optimization including acquiring B1+ and B0 maps took less
than two minutes. The 5 kT-points pulse with a flip angle of 23 degrees is shown
in Figure 1.
In each mode, an in-house built sequence was used to acquire
3D multi-echo FLASH images with both PD (nominal flip angle 8 degrees) and T1
(23 degrees) weightings. The other parameters were: 1 mm isotropic resolution
(matrix size 224 x 256 x 176), TR 24.1 ms, eight evenly spaced gradient echoes
(TE 2.5 .. 18.2 ms), GRAPPA acceleration factor 2 in both 2D and 3D phase
encoding directions, gradient and RF spoiling applied, leading to an acquisition
time per volume of 4.5 minutes.
Images were processed using the hMRI toolbox
(http://hmri.info 2) within SPM (https://www.fil.ion.ucl.ac.uk/spm)
and MATLAB (MathWorks, Natick, USA), modified to avoid the small-angle
approximation, to first yield R1 maps without B1-correction. We then applied a
unified-segmentation-based correction (UNICORT)3 which estimates B1+
inhomogeneity and produces corrected R1 maps without requiring measured B1+
field maps.Results
Without the application of optimized pTx pulses, signal
dropouts were observed in weighted FLASH images (Figure 2) leading to severe
artifacts in the uncorrected R1 maps (Figure 3, (a)), e.g., in the posterior
cerebellum and some areas of the temporal lobes. Using the optimized pTx pulses
led to a marked improvement in the artifact level (Figure 3, (b)) and to a
reduction in the artifactual spread of R1 values. Within a white matter mask,
the span of uncorrected R1 values (25th-75th quartile, Figure 4) decreased from
0.65 s-1 to 0.28 s-1, implying a substantial improvement
in B1+ homogeneity. The combination of pTx with UNICORT (Figure 5) yielded rather
uniform R1 maps, although R1 values were clearly underestimated.Discussion and Conclusions
B1+ inhomogeneities at 7T were reduced to the range where bias
corrections are known to perform well at lower field strengths (<= 3T). In this first
implementation, we employed a post-processing method (UNICORT) for reducing residual
bias, since highly accurate and precise B1+ mapping methods required for
quantitative mapping are still under investigation (flip angle errors enter R1
calculations quadratically3)
and can lead to substantial error propagation when sub-optimal4. The
UNICORT method does not account for global B1+ offsets and thus led to
underestimation of R1, which may be addressed in the future by additional
reference scans. Further areas of investigation are inadvertent MT effects5
and interaction with physiological noise.
Acknowledgements
The research leading to these results has received funding
from the European Research Council under the European Union's Seventh Framework
Programme (FP7/2007-2013) / ERC grant agreement no. 616905. The Wellcome Centre
for Human Neuroimaging is supported by core funding from Wellcome
[203147/Z/16/Z].References
1. Trampel R,
Bazin P-L, Pine K, et al. In-vivo magnetic resonance imaging (MRI) of
laminae in the human cortex. Neuroimage. 2019;197:707-715.
2. Tabelow K, Balteau E, Ashburner J, et al. hMRI – A
toolbox for quantitative MRI in neuroscience and clinical research. Neuroimage.
2019;194:191-210.
3. Weiskopf N, Lutti A, Helms G, et al. Unified segmentation
based correction of R1 brain maps for RF transmit field inhomogeneities
(UNICORT). Neuroimage. 2011;54(3):2116-24.
4. Lee Y, Callaghan M, Nagy Z. Analysis of the Precision of
Variable Flip Angle T1 Mapping with Emphasis on the Noise Propagated from RF
Transmit Field Maps. Front. Neurosci. 2017;11:106.
5. Teixeira RP, Malik S, Hajnal J. Fast quantitative MRI
using controlled saturation magnetization transfer. Mag. Reson. Med.
2019;81(2):907-920.