55Mn Fiducial Markers for Automated Coil Localization and Sensitivity Determination for Use With Hyperpolarized 13C MRI
Michael Ohliger1, Cornelius von Morze1, Lucas Carvajal1, Irene Marco-Rius1, Jao Ou1, and Daniel Vigneron1

1Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, United States

Synopsis

RF coil arrays are critically important for hyperpolarized C-13 imaging because of increased sensitivity, coverage, and speed. A major limitation preventing widespread use of coil arrays is the difficulty measuring coil sensitivity profiles due to low C-13 natural abundance. We propose to solve this problem by using fiducial markers filled with 55Mn to determine coil location and then calculate coil sensitivities. We show proof-of-principle using a single RF coil and ethylene glycol phantom. Coil sensitivties derived from fiducial markers and quasitstatic calculations closely match those acquired through experiment.

Introduction

Hyperpolarized (HP) 13C MRI is a powerful tool for imaging tissue metabolism. As HP MRI moves into the clinic, the use of surface coils will become more and more important. Surface coils permit increased sensitivity for small metabolites and coil arrays enable rapid parallel MRI techniques, which are especially important given the relatively short duration available to image HP substrates1. A major challenge for parallel HP 13C MRI is determining the coil sensitivities. Unlike conventional 1H imaging, there is too little natural abundance 13C signal for sensitivity calibration. Because of the small matrix size of most HP acquisitions, autocalibrated techniques dramatically limit the achievable acceleration2. We propose to address the problem of coil sensitivity measurement by computing sensitivity profiles based on electromagnetic simulation informed by coil positions measured using an array of small fiducial markers filled with a dense signal source (55Mn) placed at known locations with respect to the coil conductors. 55Mn has a resonance frequency close enough to 13C to be detected using the same hardware3. However the resonant frequency is far enough from 13C that it can be detected with no background, permitting the locations to be measured automatically and without expending any HP 13C signal.

Methods

Fiducial markers were constructed from hollow 6.35 mmhigh density polyethylene spheres (Precision Plastic Ball Co, Fig 1) that were filled with approximately 40 µl 3M 55Mn solution. A 10 cm x 4.8 cm transmit/receive radiofrequency surface coil (Fig 2a) was constructed and tuned to 32 MHz. Three 55Mn markers were placed alongside the coil conductors (arraows, Fig 2a). A CT image of the coil together with the markers was obtained (Fig 2b) in order to determine the relationship between the markers and the conductor path.

MR experiments were performed using a 3T scanner (MR750, General Electric Medical Systems). The RF coil was placed on top of a cylindrical phantom, which was placed into the MR scanner at an oblique angle (Fig 3a, approximately 45 degrees with respect to the z-axis. 55Mn fiducial markers were localized via three 1D gradient-echo projections with a readout gradient along either the x-, y-, or z-axis (BW 125khz, readout gradient 4 G/cm, 313 spectral points). Spatial position of the fiducial markers were determined by extracting the peak positions on each of the 3 projections. Reference coil sensitivity was measured by obtaining a 2D CSI image of the ethylene glycol phantom (matrix 16x32, FOV 8cm x 16cm, voxel 5 mm x 5 mm, slice 10 mm).

Data processing was performed in Matlab (Mathworks, Inc). The position of the fiducial markers measured using the CT scan was mapped to the MR-derived spatial position by least-squares estimation4. The spatial transformation derived from the fiducial markers was then applied to the coil array conductor pattern. The coil sensitivity expected from the conductor pattern was then calculated using the principle of reciprocity and Biot-Savart quasi-static approximation (valid for the long carbon wavelength at 3T).

Results

CT topogram of the coil with fiducial markers is shown in Fig. 2b. After extracting the spatial positions from the CT scan, the digitized conductor path is displayed together with the triangle formed by the three markers (Fig. 2c). Spectra obtained along each spatial projection are shown in Fig. 3b. After applying the 3D least-squares spatial transformation, the transformed CT-derived fiducial markers align with the measured fiducial marker positions nearly perfectly (RMS error 0.54mm). In addition, the oblique orientation of the transformed conductor path matches the orientation of the RF coil in the MR scanner (Fig 3c). The coil sensitivity pattern predicted by the transformed simulated conductor elements matches the measured sensitivity pattern qualitatively. Note the difference in shape between two profiles reflected by the round ethylene glycol phantom. The plot through the midline of both images shows good agreement between measured and calculated values.

Discussion

55Mn-based fiducial markers are a practical way to localize RF coils used for hyperpolarized 13C imaging. Using point sources that resonate at a frequency far from 13C, the markers can be localized by peaks in a projection image, which is easy to automate. The markers do not appear in the 13C image and so they can be left permanently on the coil. Future studies are necessary to determine the optimal number of projections required to localize RF coils reliably. In addition, this method can be extended to coil arrays to determine coil sensitivities for parallel imagining reconstructions.

Acknowledgements

Funding From: RSNA Research and Education Foundaton, NIH P41EB013598, K01DK099451

References

1. Arunachalam A, Whitt D, Fish K, Giaquinto R, Piel J, Watkins R, Hancu I. Accelerated spectroscopic imaging of hyperpolarized C-13 pyruvate using SENSE parallel imaging. NMR Biomed 2009;22:867–873. doi: 10.1002/nbm.1401.

2. Ohliger MA, Larson PEZ, Bok RA, et al. Combined parallel and partial fourier MR reconstruction for accelerated 8-channel hyperpolarized carbon-13 in vivo magnetic resonance Spectroscopic imaging (MRSI). J Magn Reson Imaging 2013;38:701–713. doi: 10.1002/jmri.23989.

3. Morze von C, Carvajal L, Reed GD, Swisher CL, Tropp J, Vigneron DB. Magnetic Resonance Imaging. Magn Reson Imaging 2014;32:1165–1170. doi: 10.1016/j.mri.2014.08.030.

4. http://www.mathworks.com/matlabcentral/fileexchange/26186-absolute-orientation-horn-s-method

Figures

Figure1. Hollow balls used as fiducial markers. a) Balls in a saline phantom b) T2-weighted MR images of balls filled with water. Dark area is wall, bright area is hollow center.

Figure 2. a) RF coil used in this work. White arrows show 55Mn fiducial markers. b) Topogram from CT used to localize conductors and fiducials. c) Simulated conductor pattern based on conductor locations measured by CT (blue path) and Mn55 fiducial location (red circles)

Figure 3. a) orientation of coil affixed atop ethylene glycol imaging phantom. b) Projections of fiducial markers along x, y, z axis. c) Coil conductor position (blue) and fiducial marker location (red) based on measurement of fiducial postion.

Figure 4. a) T2-weighted scout image showing image plane used to acquire coil sensitivtiy. b) Measured coil sensitivity derived from 2D CSI image of etihylene glycol. c) Calculated coil sensitivity based on conductor location. d) Midline profile of measued and computed coil sensitivities (shown by white line in part c).



Proc. Intl. Soc. Mag. Reson. Med. 24 (2016)
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