Effect of DIR uncertainty on prostate passive-scattering proton therapy dose accumulation.

Deformable image registration (DIR) is important in dose accumulation. Currently, the impact of DIR-algorithm-associated uncertainties in proton therapy is unclear. Here, we quantify the effect of DIR uncertainties on prostate passive-scattering proton therapy (PSPT) dose accumulation. Ten patients with an intermediate risk for prostate cancer formerly treated by PSPT (PTV D95=78GyE) were studied. Dose distributions from all verification CT images (five images per patient) were warped and accumulated in the planning CT geometries with DIR. The dose-volume histogram parameters (Dmean, V40, and V70) for rectum and bladder were calculated. Two commercially available DIR software packages were employed: Velocity AI (Varian Medical Systems) and RayStation (RaySearch Laboratories). The dice similarity coefficient (DSC) and surface distance, which were calculated between planning CT contours and deformed contours, were used for DIR validation, with the relationship between the dose parameter and DIR uncertainty ultimately investigated. On average, when using RayStation, the DSC increased by 0.14 and surface distance decreased by 6.4mm, as compared to Velocity. For Dmean, V40, and V70 to the rectum, the average differences between the RayStation and Velocity were 3.9GyE, 5.5%, and 3.2%, respectively. For the bladder, the differences were 5.2GyE, 5.8%, and 5.4%, respectively. The maximum differences in V40 between RayStation and Velocity were 14.4% and 22.8% for the rectum and bladder, respectively, when the average DSC and surface distance differences were more than 0.14 and 6.4mm, respectively. Such results suggest that DIR uncertainties might significantly affect prostate PSPT dose accumulations.

[1]  Michael Velec,et al.  Effect of deformable registration uncertainty on lung SBRT dose accumulation. , 2015, Medical physics.

[2]  Tomas Kron,et al.  Deformable gel dosimetry II: experimental validation of DIR-based dose-warping , 2013 .

[3]  Benoît Macq,et al.  Comparison of 12 deformable registration strategies in adaptive radiation therapy for the treatment of head and neck tumors. , 2008, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

[4]  H. Paganetti Range uncertainties in proton therapy and the role of Monte Carlo simulations , 2012, Physics in medicine and biology.

[5]  Timothy D. Solberg,et al.  First clinical investigation of CBCT and deformable registration for adaptive proton therapy of lung cancer , 2016 .

[6]  A. Trofimov,et al.  Evaluation of the dosimetric impact of interfractional anatomical variations on prostate proton therapy using daily in-room CT images. , 2011, Medical physics.

[7]  Weiguo Lu,et al.  Deformable registration of the planning image (kVCT) and the daily images (MVCT) for adaptive radiation therapy , 2006, Physics in medicine and biology.

[8]  Karsten O. Noe,et al.  Bladder dose accumulation based on a biomechanical deformable image registration algorithm in volumetric modulated arc therapy for prostate cancer , 2012, Physics in medicine and biology.

[9]  Michael Velec,et al.  A novel technique to enable experimental validation of deformable dose accumulation. , 2012, Medical physics.

[10]  Ergun Ahunbay,et al.  Automated registration of large deformations for adaptive radiation therapy of prostate cancer. , 2009 .

[11]  Timothy C. Zhu,et al.  SU‐GG‐I‐109: A Quantitative Evaluation of Velocity AI Deformable Image Registration , 2010 .

[12]  William Preston,et al.  Proton therapy for prostate cancer: the initial Loma Linda University experience. , 2004, International journal of radiation oncology, biology, physics.

[13]  Liyong Lin,et al.  First Clinical Investigation of Cone Beam Computed Tomography and Deformable Registration for Adaptive Proton Therapy for Lung Cancer. , 2016, International journal of radiation oncology, biology, physics.

[14]  N. Kadoya,et al.  Evaluation of the performance of deformable image registration between planning CT and CBCT images for the pelvic region: comparison between hybrid and intensity-based DIR , 2017, Journal of radiation research.

[15]  Yoshihiro Kuroda,et al.  Evaluation of deformable image registration between external beam radiotherapy and HDR brachytherapy for cervical cancer with a 3D‐printed deformable pelvis phantom , 2017, Medical physics.

[16]  T Kron,et al.  A novel methodology for 3D deformable dosimetry. , 2012, Medical physics.

[17]  M. Alber,et al.  Study of robustness of IMPT and IMRT for prostate cancer against organ movement. , 2009, International journal of radiation oncology, biology, physics.

[18]  B. Jones,et al.  Radiotherapy for the future , 2005, BMJ : British Medical Journal.

[19]  Gregory C Sharp,et al.  Proton dose calculation on scatter-corrected CBCT image: Feasibility study for adaptive proton therapy. , 2014, Medical physics.

[20]  Suguru Dobashi,et al.  Evaluation of various deformable image registration algorithms for thoracic images , 2013, Journal of radiation research.

[21]  Lei Xing,et al.  Evaluation of the deformation and corresponding dosimetric implications in prostate cancer treatment , 2012, Physics in medicine and biology.

[22]  Radhe Mohan,et al.  Effect of anatomic motion on proton therapy dose distributions in prostate cancer treatment. , 2007, International journal of radiation oncology, biology, physics.

[23]  Lei Dong,et al.  Adaptive radiotherapy for head and neck cancer--dosimetric results from a prospective clinical trial. , 2013, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

[24]  Simon Rit,et al.  Filtered-backprojection reconstruction for a cone-beam computed tomography scanner with independent source and detector rotations. , 2016, Medical physics.

[25]  Christopher Kurz,et al.  Investigating deformable image registration and scatter correction for CBCT-based dose calculation in adaptive IMPT. , 2016, Medical physics.

[26]  M. Moyers,et al.  Range, Range Modulation, and Field Radius Requirements for Proton Therapy of Prostate Cancer , 2003, Technology in cancer research & treatment.

[27]  Eros Pedroni,et al.  Treating Cancer with Protons , 2002 .

[28]  Yutaka Takahashi,et al.  Estimation of rectal dose using daily megavoltage cone-beam computed tomography and deformable image registration. , 2013, International journal of radiation oncology, biology, physics.

[29]  Reinhard W. Schulte,et al.  Conformal proton therapy for prostate carcinoma. , 1998, International journal of radiation oncology, biology, physics.

[30]  Stina Svensson,et al.  The ANACONDA algorithm for deformable image registration in radiotherapy. , 2014, Medical physics.

[31]  Qiuwen Wu,et al.  Application of dose compensation in image-guided radiotherapy of prostate cancer , 2006, Physics in medicine and biology.

[32]  J. Pouliot,et al.  The need for application-based adaptation of deformable image registration. , 2012, Medical physics.

[33]  Joos V Lebesque,et al.  Strategies to reduce the systematic error due to tumor and rectum motion in radiotherapy of prostate cancer. , 2005, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

[34]  K. Langen,et al.  Organ motion and its management. , 2001, International journal of radiation oncology, biology, physics.

[35]  Daniel W. Miller,et al.  Methodologies and tools for proton beam design for lung tumors. , 2001, International journal of radiation oncology, biology, physics.

[36]  A R Smith,et al.  Intensity-modulated conformal radiation therapy and 3-dimensional treatment planning will significantly reduce the need for therapeutic approaches with particles such as protons. , 1999, Medical physics.

[37]  O. Acosta,et al.  Quantification of dose uncertainties in cumulated dose estimation compared to planned dose in prostate IMRT. , 2016, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

[38]  Gregory C Sharp,et al.  A Prospective Comparison of the Effects of Interfractional Variations on Proton Therapy and Intensity Modulated Radiation Therapy for Prostate Cancer. , 2016, International journal of radiation oncology, biology, physics.