Gabrielle C Baxter1, Mary A McLean2, Joshua D Kaggie1, Frank Riemer3, Ferdia A Gallagher1, Andrew D James4,5, Aneurin J Kennerley5,6, Rolf F Schulte7, William J Brackenbury4,5, and Fiona J Gilbert1
1Department of Radiology, University of Cambridge, Cambridge, United Kingdom, 2Cancer Research UK, Cambridge, United Kingdom, 3Department of Radiology, Haukeland University Hospital, Bergen, Norway, 4Department of Biology, University of York, York, United Kingdom, 5York Biomedical Research Institute, University of York, York, United Kingdom, 6Department of Chemistry, University of York, York, United Kingdom, 7GE Healthcare, Munich, Germany
Synopsis
Sodium (23Na)-MRI was performed using a
dual-tuned bilateral 23Na/1H breast coil on four healthy
volunteers.
Images acquired using 23Na-MRI show a
relationship between sodium concentration and diffusion properties of breast
tissue.
Sodium signal variations due to mild flip angle
non-uniformity were observed between left and right breasts. After correction
using B1 mapping, tissue sodium concentration (TSC) maps were more
closely matched between breasts.
Introduction
Sodium (23Na)-MRI is an emerging
technique that is posited as enabling the differentiation of malignant and
benign breast lesions and normal fibroglandular tissue based on increases in
total tissue sodium concentration (TSC)1. 23Na-MRI, alongside
other multiparametric proton (1H)-MRI techniques such as diffusion-weighted imaging (DWI)
and dynamic contrast-enhanced imaging (DCE-MRI), can provide complementary information
about the physiological and biochemical state of tumours. Furthermore, as
changes in sodium concentration are likely to occur before changes in
cellularity or vascularity as measured by DWI and DCE-MRI, 23Na-MRI
may provide more immediate information about changes in tumour physiology to
assess the effects of therapy2. Methods
Four healthy volunteers (mean age 35.5 years, range 25 – 52
years) were scanned with informed consent and the approval of the local ethics
board on a 3T system (MR750, GE Healthcare, Waukesha, WI) using a dual-tuned
bilateral 23Na/1H breast coil (Rapid Biomedical, Rimpar, Germany)
in the prone position. The coil consisted of 4 transmit/receive sodium channels and 16 receive-only proton channels.
23Na-MRI protocol: 23Na-MRI was
performed using a 3D cones ultra-short echo time trajectory3 with TR/TE = 100/0.46ms, flip
angle = 90 degrees, voxel size = 3x3x6mm3 for a 36 x 36 cm2
field-of-view (FOV), number of averages = 4, interleaves = 1402, total scan
time = 9 minutes and 21 seconds. Inversion recovery images were also acquired with
inversion time 30ms, TR 250ms, 2 averages. Low resolution sodium images were
acquired at flip angles of 40 and 80 degrees for B1 mapping. For calibration purposes, a fiducial
with sodium concentration 78.5mM was placed in the FOV.
1H-MRI
protocol: A 3D T1-weighted fast spoiled
gradient echo sequence (TR/TE = 4.42/1.97ms, voxel size = 1.1 x 1.6 x 2.8mm3,
FOV = 36 x 36 cm2, scan time = 1 minute 27 seconds) was performed to generate water and fat images.
DWI was performed using a single-shot echo-planar imaging sequence with TR/TE =
4000/94.2ms, voxel size = 2.8 x 2.8 x 4mm3,
FOV = 36 x 36 cm2, acceleration factor = 2, averages = 4, b-values = 0, 100, 500, 1000, 1500,
2000, 2500 s/mm2, total scan time = 10 minutes 12 seconds.
Image Processing: 23Na-MRI images were obtained via a re-gridding
routine before Fourier transformation. B1 maps were generated using
the double angle method4 as the ratio of the actual to nominal flip
angle. Regions of interest were
drawn on B1 maps covering two thirds of left and right breasts to
measure flip angle variation between breasts. TSC maps were generated based
on the calibration fiducial concentration, assuming that the TR was
sufficiently long to avoid T1 saturation. Given the distance of the fiducial from the breast, TSC
maps were corrected with B1 maps using the spoiled echo gradient
signal equation. ADC maps were generated using in-house software
developed in MATLAB (version 2018b). Results
Figure 1 shows 23Na-MRI and T1-weighted
water and fat images from two volunteers. Qualitatively, there was more sodium signal in fibroglandular
tissue compared to fatty tissue. For both volunteers, sodium signal was higher
in the right breast than the left, which is likely a systematic error due to a
10-20% higher B1 field in the left versus right coil.
An example of a B1 map and a B1
corrected TSC map are shown in Figure 2. There was significant variation in the B1 map in the
left/right directions and anterior/posterior directions. There was a higher flip
angle observed in the left breast. The mean flip angle variation between left
and right breasts measured across all patients was 24 ± 11 degrees. After flip angle correction, the TSC
matched more closely between breast sides (Figure 2C), although this correction
does not account for receive sensitivities. High TSC was observed in the heart,
which is explainable due to large sodium concentrations in the blood pool.
Figure 3 shows a comparison of 23Na-MRI and DWI. Similar anatomical structures were observed in both
types of image. Areas with high sodium signal correspond to areas with
high ADC. Discussion
High quality sodium
and proton images were acquired using a dual-tuned bilateral coil with a
unique number of sodium and proton channels. The mean variation
in flip angle between left and right breasts was comparable to previously
published values for 1H-MRI breast imaging5. The sodium concentrations measured
in fibroglandular tissue were slightly higher than values published previously1. However, given that our
study only included healthy volunteers, it is not clear whether these values
are a suitable reference standard.
Similar anatomical structures were observed in 23Na-MRI
and DWI, suggesting a relationship between tissue sodium concentration and
diffusion properties. Future work will include DCE-MRI to perform quantitative
pharmacokinetic modelling, aiming to investigate the relationship of tumour
vascularity to sodium concentration in breast tissue. Conclusion
Images acquired using 23Na-MRI show a
relationship between sodium concentration, anatomical structure and diffusion
properties. B1 correction is required for accurate quantification of
TSC. Acknowledgements
This work was supported by GlaxoSmithKline, Cancer
Research UK and the National Institute of Health Research Cambridge Biomedical
Research Centre.References
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