In vivo multifrequency MR elastography of the human prostate using a surface-based compressed air driver operated in the lower frequency regime
Florian Dittmann1, Heiko Tzschätzsch1, Jing Guo1, Sebastian Hirsch1, Jürgen Braun2, and Ingolf Sack1

1Institute of Radiology, Charité, Berlin, Germany, 2Department of Medical Informatics, Charité, Berlin, Germany

Synopsis

We demonstrate the feasibility of in vivo prostate exam utilizing shear waves induced by pressurized-air actuators previously developed for abdominal MRE. High wave amplitudes throughout the prostate were achieved in the lower frequency regime from 30 to 50 Hz. Using a 2D multifrequency wave number inversion algorithm, wave speed maps with sufficiently high resolution are obtained to discriminate between the central zone and peripheral zone despite longer wavelengths pertaining to lower vibration frequencies. The proposed MRE setup promises robust and easy-to-use applications in the clinic without the need of specialized hardware in addition to the abdominal MRE setup.

Target audience

Physicists and physicians interested in quantitative tissue properties of the prostate measured by MR elastography (MRE).

Background

MRE is capable of generating image contrast based on the viscoelastic properties of tissue by inducing and detecting time harmonic shear waves in the body [1]. Different techniques to induce vibrations into in vivo prostate tissue were proposed in the past including transurethral [2] and endorectal [3] methods with excitation frequencies from 100 to 300 Hz, and transperineal methods [4,5] in the frequency range from 50 to 75 Hz. We identified two major challenges to bring prostate MRE into the clinic: 1) the need for specialized hardware and 2) limited spatial resolution of elastograms, especially for surface-based methods which suffer from low wave amplitudes at higher vibration frequencies. Therefore, we propose the use of pressurized-air actuators previously developed for abdominal MRE in the liver, spleen and kidney [6]. Moreover, we operated the actuators in a frequency range lower than reported in the literature (from 30 to 50 Hz) which better ensures that sufficiently high wave amplitudes reach the prostate. To achieve high resolution at the same time, multifrequency wave-number based inversion is proposed.

Purpose

To demonstrate the feasibility of in vivo prostate MRE using pressurized-air actuators in the low frequency range of 30 to 50 Hz.

Methods

An MRE setup was developed utilizing a single shot spin-echo EPI based sequence [7] with continuous vibration induced by three pressurized-air actuators. Two actuators (11 cm membrane diameter) were placed posterior and one actuator (7 cm membrane diameter) anterior to the pelvic region (see Fig. 1). The actuators were supplied by compressed air of approximately 0.5 bar from a 5-bar medical air pipeline and regulated by high-speed electromagnetic valves which were opened and closed with the desired drive frequency [6]. The prostate of eight healthy volunteers (mean age: 34, age range: 26-55) was scanned with a 12-channel phased array surface coil at 3 drive frequencies (30, 40 and 50 Hz). Further parameters: 1.5 T Siemens Sonata MR scanner, 21 transverse slices, 2.5 mm isotropic voxel size, 8 wave dynamics, 3 wave field components, MEG amplitude = 32 mT/m, TR = 2500 ms, TE = 55 ms, FoV = 260×260 mm2, matrix size: 104×104, GRAPPA factor 2, 2 signal averages, measurement time per frequency: 2:04 min.

In order to reconstruct the parameter maps depicting the shear wave speed $$$c$$$, the acquired images were analyzed by multifrequency 2D-inversion of the wave number $$$k$$$. By this method, the shear wave speed $$$c(\boldsymbol{r})$$$ at location $$$\boldsymbol{r}$$$ is reconstructed via weighted summation of the wave numbers $$$k_{(j)}$$$ corresponding to the directionally filtered shear wave field component $$$u_j$$$ at drive frequency $$$\omega_i$$$ and directional filter index $$$n$$$:

\[ k_{(j)}(\boldsymbol{r},\omega_{i},n)=\left\Vert \nabla\left(\frac{u_{j}(\boldsymbol{r},\omega_{i},n)}{|u_{j}(\boldsymbol{r},\omega_{i},n)|}\right)\right\Vert ,\qquad\frac{1}{c(\boldsymbol{r})}=\frac{\sum_{i,j,n}\frac{k_{(j)}(\boldsymbol{r},\omega_{i},n)}{\omega_{i}}w}{\underset{i,j,n}{\sum}w} \]

The weighting factor $$$w=w(\boldsymbol{r},\omega_{i},n)$$$ is empirically set to $$$w = |u_j( \boldsymbol{r},\omega_{i},n)|^4$$$

Results

As visible in Fig. 2, waves penetrate well into prostate tissue. The reconstructed $$$c$$$-maps show a clear separation between the prostate and the surrounding tissue. Moreover, a clear distinction between central zone and peripheral zone is visible based on the elastic properties. Values for the whole prostate, central zone and peripheral zone of each individual are given in in Table 1. In all $$$c$$$-maps, the central zone shows significantly higher $$$c$$$-values (1.71 ± 0.22 m/s in the central zone compared to 1.15 ± 0.11 m/s in the peripheral zone).

Discussion & Conclusion

We achieved high wave amplitudes throughout the prostate by using three pressurized-air actuators in the lower frequency regime between 30 and 50 Hz. Wave-speed maps with sufficiently high resolution are obtained to discriminate between stiffness values of central zone and peripheral zone which well agree to values reported in the literature [4,5]. This is an encouraging result of our study, since no specialized hardware in addition to the abdominal MRE setup was needed and longer wavelengths pertaining to lower vibration frequencies apparently not compromised the quality of our elastograms. Altogether, the proposed MRE setup for investigations of the prostate promises robust and easy-to-use applications in the clinic.

Acknowledgements

No acknowledgement found.

References

1. Muthupillai R, Ehman RL. Magnetic resonance elastography. Nat. Med. 1996;2:601–603.

2. Arani A, Plewes D, Chopra R. Transurethral prostate magnetic resonance elastography: prospective imaging requirements. Magn. Reson. Med. 2011;65:340–9.

3. Arani A, Plewes D, Krieger A, Chopra R. The feasibility of endorectal MR elastography for prostate cancer localization. Magn Reson Med 2011;66:1649–1657.

4. Sahebjavaher RS, Baghani A, Honarvar M, Sinkus R, Salcudean SE. Transperineal prostate MR elastography: Initial in vivo results. Magn Reson Med 2013;69:411-20.

5. Sahebjavaher RS, Nir G, Honarvar M, et al. MR elastography of prostate cancer: quantitative comparison with histopathology and repeatability of methods. NMR Biomed. 2015;28:124–39.

6. Braun J, Hirsch S, Heinze T, Sack I. Feasibility of a new actuator type for magnetic resonance elastography based on transient air pressure impulses. In: Proc 23rd Annual Annual Meeting ISMRM. ; 2015.

7. Dittmann F, Hirsch S, Tzschätzsch H, Guo J, Braun J, Sack I. In vivo wideband multifrequency MR elastography of the human brain and liver. Magn. Reson. Med. 2015; doi: 10.1002/mrm.26006.

Figures

Figure 1: Placement of pressurized-air actuators

Figure 2: Axial magnitude image (top left), $$$c$$$-map (top center) and in-plane curl field at 30, 40 and 50 Hz (bottom row) of one volunteer.

Table 1: Mean shear wave speed $$$c$$$ within central/transitional zone and peripheral zone for each volunteer



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