Damien Nguyen1,2, Tom Hilbert3,4,5, Philipp Ehses6,7, Klaus Scheffler6,7, Jean-Philippe Thiran4,5, Oliver Bieri1,2, and Tobias Kober3,4,5
1Radiological Physics, Dep. of Radiology, University of Basel Hospital, Basel, Switzerland, 2Department of Biomedical Engineering, University of Basel, Basel, Switzerland, 3Advanced Clinical Imaging Technology (HC CMEA SUI DI BM PI), Siemens Healthcare AG, Lausanne, Switzerland, 4Department of Radiology, University Hospital Lausanne (CHUV), Lausanne, Switzerland, 5LTS5, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland, 6High-Field MR Center, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, 7Department for Biomedical Magnetic Resonance, University of Tübingen, Tübingen, Germany
Synopsis
In this work, we explore the possibility of using the recently proposed highly undersampled 3D phase-cycled balanced Steady-State Free Precession (bSSFP) sequence trueCISS to generate on-resonant band-free bSSFP images at 9.4T. By applying the forward signal model, it is also possible to synthetically generate bSSFP images at higher flip angles, which would otherwise be impossible to acquire due to SAR limitations. Lastly, we show a maximum bSSFP signal intensity image of the brain using the trueCISS estimated parameter maps.Introduction
MRI at ultra-high field (UHF) has the major advantage of providing an increased signal-to-noise ratio (SNR) and different contrast compared to lower field strengths. However, employing the sequences at such high field strength is challenging due to specific absorption rate (SAR) restrictions and detrimental physical effects such as B1 and B0 inhomogeneities amongst others. In this work, we suggest to use the recently proposed trueCISS method [1] to acquire an on-resonant bSSFP image at ultra-high field and to synthetically generate contrasts that cannot be practically obtained at UHF due to physical or safety constraints.
Methods
After written consent was obtained, a healthy volunteer was imaged on a 9.4T research system (Siemens, Erlangen, Germany) with a maximum gradient strength and slew rate of 70 mT/m and 200 T/m/s respectively, using a custom-built head coil [2] for RF transmission and reception (16 transmit/31 receive channels) in combination with a recently proposed highly undersampled phase-cycled 3D balanced Steady-State Free Precession (bSSFP) prototype trueCISS sequence [1] (1x1x1mm3, TR 4.26 ms, TE 2.13 ms, flip-angle 15°, 16 phases $$$\phi$$$ = 0°, 45°, 90°, ..., 315°, 8-fold undersampling, TA 2:40). First, the phase-cycled images were reconstructed using a sparse iterative reconstruction. Subsequently, the bSSFP signal-model (cf. equation below with $$$M_0$$$ equilibrium magnetization, $$$\Lambda$$$ relaxation time ratio $$$T_1/T_2$$$, $$$\alpha$$$ flip-angle, $$$\Delta\phi$$$ local phase offset relating to field inhomogeneity) was fitted voxel-wise onto these images, effectively estimating three parameter maps: $$$M_0$$$, $$$\Lambda$$$, and $$$\Delta\phi$$$. The resulting parameter maps were used to synthesize an on-resonant bSSFP signal image by applying the forward signal model with $$$\phi - \Delta\phi$$$ = 0°.
$$M = M_0 \left\lvert\frac{2\sin\alpha \cos\left(\frac{\phi - \Delta\phi}{2}\right)}{1 + \cos\alpha + 2\cos\left(\phi - \Delta\phi\right) + \left(4\Lambda - \cos^2\left(\phi-\Delta\phi\right)\sin^2\left(\frac{\alpha}{2}\right)\right)}\right\rvert$$
Results and discussion
For comparison, Fig. 1a shows two slices of a reconstructed on-resonant trueCISS image for $$$\alpha$$$ = 15° inside a human brain measured at 3T [1]. Fig. 1b shows two similarly located slices in an acquisition done at 9.4T with $$$\alpha$$$ = 15°. The ultra-high field images show improved contrast in the red nucleus (blue arrow), substantia nigra (red arrow) and globus pallidus (white arrows) compared to the 3T image. Due to severe SAR limitations when scanning at ultra-high field strengths, it is in practice impossible to measure with high flip angles (ie. $$$\alpha$$$ > 15°) and short TR. In the present case, however, since the flip angle is an independent parameter within the signal model and all other parameters are known from the fitting procedure, it is possible to synthetically generate an on-resonant bSSFP image of any flip angle. To illustrate this, a synthetic on-resonant bSSFP image for a flip angle of 70° was generated and is presented in Fig. 1c for the same slices as before. Lastly, Fig. 1d shows the same two slices reconstructed using the maximum bSSFP signal computed voxel-wise: $$$M_\max\lvert_{\theta = \theta_{opt}} \approx \frac{1}{2}M_0\Lambda^{-1/2}$$$ where $$$\theta_{opt} \approx \cos^{-1}\left(\frac{\Lambda-1}{\Lambda+1}\right) $$$ [3].
It should be noted that the trueCISS acquisition presented above only requires about the same scan time as a single fully-sampled bSSFP image and thus not only offers high quality images in a time-efficient manner, but also delivers genuine bSSFP contrast images that can be used as basis for further quantification methods. One issue with the current approach is the stability of the fitting procedure due to the low number of phase-cycles acquired. While increasing the number of phase-cycles greatly improves the robustness of the method, it is time-consuming but can be partially compensated by further increasing the undersampling of K-space.
Conclusion
We have shown that trueCISS imaging is able to provide artifact-free bSSFP images at ultra-high field strength. Moreover, the forward signal model can be used to generate synthetic images, which would otherwise be impossible to measure directly on the scanner due to either safety or physical constraints.
Acknowledgements
No acknowledgement found.References
1. T. Hilbert, D. Nguyen, T. Kober, J.-P.Thiran, G. Krueger and O. Bieri. TrueCISS: Genuine bSSFP Signal Reconstruction from Undersampled Multiple-Acquisition SSFP Using Model-Based Iterative Non-Linear Inversion.
Proc.
Intl. Soc. Mag. Reson. Med.. Toronto, Canada. 2015
2. G. Shajan, M. Kozlov, J Hoffmann, R. Turner, K. Scheffler and R. Pohmann, A 16-channel dual-row transmit array in combination with a 31-element receive array for human brain imaging at 9.4 T, Magn Reson Med 2006;56:1067–1074
3. R.W. Brown, Y.C.N. Cheng, E.M. Haacke, M.R. Thompson and R. Venkatesan. Fast Imaging in the Steady-State. In: Magnetic Resonance Imaging: Physical Principles and Sequence Design. Wiley; 1999. p. 451-512