MRI artifact simulation for clinically relevant MRI sequences for guidance of prostate HDR brachytherapy

For the purpose of magnetic resonance imaging (MRI) guidance of prostate high-dose-rate (HDR) brachytherapy, this paper presents a study on the potential of clinically relevant MRI sequences to facilitate tracking or localization of brachytherapy devices (HDR source/titanium needle), and which could simultaneously be used to visualize the anatomy. The tracking or localization involves simulation of the MRI artifact in combination with a template matching algorithm. Simulations of the MRI artifacts induced by an HDR brachytherapy source and a titanium needle were implemented for four types of sequences: spoiled gradient echo, spin echo, balanced steady-state free precession (bSSFP) and bSSFP with spectral attenuated inversion recovery (SPAIR) fat suppression. A phantom study was conducted in which mentioned sequences (in 2D) as well as the volumetric MRI sequences of the current clinical scan protocol were applied to obtain the induced MRI artifacts for an HDR source and a titanium needle. Localization of the objects was performed by a phase correlation based template matching algorithm. The simulated images demonstrated high correspondences with the acquired MR images, and allowed localization of the objects. A comparison between the object positions obtained for all applied MRI sequences showed deviations (from the average position) of 0.2-0.3 mm, proving that all MRI sequences were suitable for localization of the objects, irrespective of their 2D or volumetric nature. This study demonstrated that the MRI artifact induced by an HDR source or a titanium needle could be simulated for the four investigated types of MRI sequences (spoiled gradient echo, spin echo, bSSFP and bSSFP-SPAIR), valuable for real-time object localization in clinical practice. This leads to more flexibility in the choice of MRI sequences for guidance of HDR brachytherapy, as they are suitable for both object localization and anatomy visualization.

[1]  Chris J G Bakker,et al.  Alias subtraction more efficient than conventional zero‐padding in the Fourier‐based calculation of the susceptibility induced perturbation of the magnetic field in MR , 2012, Magnetic resonance in medicine.

[2]  J. Montie,et al.  Functional anatomy of the prostate: implications for treatment planning. , 2005, International journal of radiation oncology, biology, physics.

[3]  Michael O Zenge,et al.  Interventional magnetic resonance angiography with no strings attached: Wireless active catheter visualization , 2005, Magnetic resonance in medicine.

[4]  C. D. Kuglin,et al.  The phase correlation image alignment method , 1975 .

[5]  Jurgen Fripp,et al.  MRI-alone radiation therapy planning for prostate cancer: Automatic fiducial marker detection. , 2016, Medical physics.

[6]  Joachim Hornegger,et al.  Rapid freehand MR‐guided percutaneous needle interventions: An image‐based approach to improve workflow and feasibility , 2013, Journal of magnetic resonance imaging : JMRI.

[7]  M. Viergever,et al.  Development and Testing of a Magnetic Resonance (MR) Conditional Afterloader for Source Tracking in Magnetic Resonance Imaging-Guided High-Dose-Rate (HDR) Brachytherapy. , 2018, International journal of radiation oncology, biology, physics.

[8]  M. Steinberg,et al.  High-Dose-Rate Monotherapy for Localized Prostate Cancer: 10-Year Results. , 2016, International journal of radiation oncology, biology, physics.

[9]  Jan J W Lagendijk,et al.  MRI-guided robotic system for transperineal prostate interventions: proof of principle , 2010, Physics in medicine and biology.

[10]  R. Cormack,et al.  Evaluation of an active magnetic resonance tracking system for interstitial brachytherapy. , 2015, Medical physics.

[11]  R. Lederman,et al.  Dual echo bSSFP for real-time positive contrast of passive nitinol guidewires in MRI-guided cardiovascular interventions , 2014, Journal of Cardiovascular Magnetic Resonance.

[12]  M. Ghilezan,et al.  High-dose-rate brachytherapy as monotherapy for prostate cancer. , 2014, Brachytherapy.

[13]  Richard Frayne,et al.  Analytical characterization of RF phase‐cycled balanced steady‐state free precession , 2009 .

[14]  Tobias Wech,et al.  Measurement accuracy of different active tracking sequences for interventional MRI , 2014, Journal of magnetic resonance imaging : JMRI.

[15]  Michael S Hansen,et al.  Magnetic Resonance Sequences and Rapid Acquisition for MR-Guided Interventions. , 2015, Magnetic resonance imaging clinics of North America.

[16]  Peter R Seevinck,et al.  Highly localized positive contrast of small paramagnetic objects using 3D center‐out radial sampling with off‐resonance reception , 2011, Magnetic resonance in medicine.

[17]  Peter R Seevinck,et al.  A dual-plane co-RASOR technique for accurate and rapid tracking and position verification of an Ir-192 source for single fraction HDR brachytherapy , 2013, Physics in medicine and biology.

[18]  Ergin Atalar,et al.  MR-guided interventions for prostate cancer. , 2005, Magnetic resonance imaging clinics of North America.

[19]  Guoxi Xie,et al.  Susceptibility‐based positive contrast MRI of brachytherapy seeds , 2015, Magnetic resonance in medicine.

[20]  M A Viergever,et al.  MR-based source localization for MR-guided HDR brachytherapy , 2018, Physics in medicine and biology.

[21]  Alireza Mehrtash,et al.  Real‐time active MR‐tracking of metallic stylets in MR‐guided radiation therapy , 2015, Magnetic resonance in medicine.

[22]  C. Kirisits,et al.  Magnetic resonance image guided brachytherapy. , 2014, Seminars in radiation oncology.

[23]  Frank Zijlstra,et al.  Evaluation of an automatic MR-based gold fiducial marker localisation method for MR-only prostate radiotherapy , 2017, Physics in medicine and biology.

[24]  Max A. Viergever,et al.  Fast Fourier‐based simulation of off‐resonance artifacts in steady‐state gradient echo MRI applied to metal object localization , 2016, Magnetic resonance in medicine.

[25]  H. Hricak,et al.  Imaging prostate cancer. , 1999, The Journal of urology.

[26]  C. N. Coleman,et al.  MRI-guided HDR prostate brachytherapy in standard 1.5T scanner. , 2004, International journal of radiation oncology, biology, physics.

[27]  P. Hoskin,et al.  Brachytherapy: current status and future strategies -- can high dose rate replace low dose rate and external beam radiotherapy? , 2013, Clinical oncology (Royal College of Radiologists (Great Britain)).

[28]  J. Schenck The role of magnetic susceptibility in magnetic resonance imaging: MRI magnetic compatibility of the first and second kinds. , 1996, Medical physics.

[29]  D. Baltas,et al.  Single fraction multimodal image guided focal salvage high-dose-rate brachytherapy for recurrent prostate cancer , 2016, Journal of contemporary brachytherapy.

[30]  Marinus A. Moerland,et al.  Focal MRI-Guided Salvage High-Dose-Rate Brachytherapy in Patients With Radiorecurrent Prostate Cancer , 2017, Technology in cancer research & treatment.

[31]  M. Moerland,et al.  Simulation of susceptibility artifacts in 2D and 3D Fourier transform spin-echo and gradient-echo magnetic resonance imaging. , 1994, Magnetic resonance imaging.