Sara Johnson1, Bryant T Svedin2, and Allison Payne3
1Bioengineering, University of Utah, Salt Lake City, UT, United States, 2Physics, University of Utah, Salt Lake City, UT, United States, 3Radiology, University of Utah, Salt Lake City, UT
Synopsis
MR-guided focused ultrasound (MRgFUS) ablation
treatments can be improved with more accurate and faster treatment planning. In
this study, a fast, automatic tracking coil system is employed to predict the
ultrasound transducer focus for treatment planning purposes. The accuracy of
the geometric focus predictions was assessed in vivo with a breast-specific MRgFUS device. This study reports a
targeting accuracy of 3.1 ± 1.4mm, measured as
the average Euclidean distance between the
volumetric center of mass of thermal sonications and their predicted focal
locations.
Purpose
The non-invasive
nature of MRgFUS procedures is both a significant advantage of and technical
challenge for the developing surgical technique. Advancements in MRI have
allowed for precise anatomical targeting and monitoring of MRgFUS ablations.
However, streamlining of treatment planning could reduce treatment times. Locating
the geometric focus (GF) at the start of ablation is typically an iterative,
time-consuming process of performing low temperature sonications and moving the
MR thermometry slices in search of the sonication focal center.1-2 To
improve the accuracy of MRgFUS ablations and reduce treatment planning time, a
MR tracking coil system has been developed for a breast-specific MRgFUS device to
automatically predict the transducer GF.3 Our study assesses the in
vivo accuracy of this tracking coil system. Methods
An intramuscular VX2
tumor model in White New Zealand rabbits (N=4) was used in this study. Tumors
were injected via cell suspension (~1 x 106 cells in a 50:50
media/Matrigel solution) bilaterally into rabbit thigh muscles three weeks
before ablation. Ablation was performed using a breast-specific MRgFUS system4
(Figure 1) inside a Siemens Trio 3T MRI scanner. Anesthetized rabbits were
positioned on the MRgFUS device with the transducer positioned to allow acoustic
access to the tumor (Φ = 45°, α = 0-5°, δ = 3.5 - 4.3 cm [Figure 1a]). A tracking
coil system, previously developed by Svedin et al.3, was used to
predict the GF of the transducer in MRI coordinates. Briefly, a one-dimensional
readout sequence acquired the locations of three RF tracking coils (Figure 1b)
that are used to calculate the predicted GF (computation time ~ 150 ms). After
finalizing transducer position, tumor ablation was achieved by electronic
steering of the ultrasound beam. Each animal received 4-8 individual
sonications (~40 acoustic W, 30 seconds), monitored with PRF MR temperature
imaging4 (MRTI). Oblique coronal 3D MRTI slabs were acquired
parallel to the ultrasound beam path, such that each image dimension
corresponded to an axis of electronic steering on the transducer (zero-filled
interpolated to 1 mm isotropic [Figure 1b]). The volumetric center of mass
(COM) of the individual sonications (n=28) was calculated after masking
temperatures below 15% of the peak temperature. Electronically steered foci
locations were defined in context of the local MRTI image coordinates relative
to the GF in each rabbit. Targeting accuracy of the MRgFUS device was assessed
by finding the Euclidean distance between the sonication’s COM and their
corresponding predicted focus coordinates. Results
The results of the
accuracy assessment for each animal are summarized in Table 1. The mean absolute
error, independent of direction, between the predicted foci and measured COM
ranged from 1.0-1.9mm for each steering direction, with an average Euclidean
distance of 3.1 ± 1.4mm. An example sonication temperature profile in the
rabbit muscle is shown in Figure 2, with a 1.9mm distance between the predicted
steered focus location and calculated COM. Figure 3 shows representative
temperature profiles, overlaid with predicted foci and COM values with varying
amounts of spatial error.Discussion
The mean Euclidian
distance between the transducer focus predicted by the MR tracking coils prior
to ablation and the calculated COM was 3.1mm. The mean error is higher than
previously measured in homogeneous phantoms with the same system (2.1 ± 1.1mm).3
However, this model was more technically difficult than the phantoms largely
due to the ultrasound incidence angle and proximal position of the tumor to the
skin when compared to a breast-shaped target. As a result, some ablations were
focused <1.5mm from the skin, most likely leading to increased skin heating
resulting in beam aberrations that can alter the focal location and profile
shape. Despite the challenges of this in vivo ablation, the tracking
coils were accurate and invaluable for predicting and planning the tumor
ablations. As can be seen Figure 4, the predicted focus is within the central
region of heating, suggesting that the intended target could still be treated,
even when the COM is shifted from the predicted location. Finally, the COM calculation
was influenced by near and far-field heating close to the focal location,
potentially resulting in higher distance errors than there would be otherwise. Conclusion
The accuracy of RF tracking
coils for planning FUS ablation treatments in a breast-specific MRgFUS device
was found to be 3.1 ± 1.4 mm (n=28) during in vivo ablations of
intra-muscular tumors in rabbits. The tracking coils in this study were
validated as an alternative to time-consuming, iterative calibration
sonications for finding the transducer focus during MRgFUS treatments. These
results will accompany other studies in developing a standard for ablation
targeting accuracy in the field of MRgFUS.Acknowledgements
This work was funded by NIH R01 CA172787.References
1. Ellis, S.. Rieke, V., Kohi, M., Westphalen A.
Clinical applications for magnetic resonance guided high intensity focused
ultrasound (MRgHIFU): Present and future. J. of Med. Img. and Rad. Onc.
2013;57(4):391-399.
2. Elias, J.W., Huss, D., Voss, T., et al. A pilot
study of focused ultrasound thalamotomy for essential tremor. The New England
Journal of Medicine. 2016;375(8):730-739.
3. Svedin, B., Beck, M., Hadley R., et al. Focal
point determination in magnetic resonance-guided focused ultrasound using
tracking coils. Mag. Res. In Med. 2016;7691):206-213.
4. Payne, A., Vyas, U., de Bever, J., et al. Design
and characterization of a laterally mounted phased-array transducer
breast-specific MRgHIFU device with integrated 11-channel receiver array. Med.
Physics. 2012;39(3): 1552-1560.