1
|
Neilsen BK, Ma TM, Akingbemi WO, Neylon J, Casado MC, Sharma S, Sheng K, Ruan D, Low DA, Yang Y, Valle LF, Steinberg ML, Lamb JM, Cao M, Kishan AU. Impact of Interfractional Bladder and Trigone Displacement and Deformation on Radiation Exposure and Subsequent Acute Genitourinary Toxicity: A Post Hoc Analysis of Patients Treated with Magnetic Resonance Imaging-Guided Prostate Stereotactic Body Radiation Therapy in a Phase 3 Randomized Trial. Int J Radiat Oncol Biol Phys 2024; 118:986-997. [PMID: 37871887 DOI: 10.1016/j.ijrobp.2023.10.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 09/08/2023] [Accepted: 10/10/2023] [Indexed: 10/25/2023]
Abstract
PURPOSE Emerging data suggest that trigone dosimetry may be more associated with poststereotactic body radiation therapy (SBRT) urinary toxicity than whole bladder dosimetry. We quantify the dosimetric effect of interfractional displacement and deformation of the whole bladder and trigone during prostate SBRT using on-board, pretreatment 0.35T magnetic resonance images (MRI). METHODS AND MATERIALS Seventy-seven patients treated with MRI-guided prostate SBRT (40 Gy/5 fractions) on the MRI arm of a phase 3 single-center randomized trial were included. Bladder and trigone structures were contoured on images obtained from a 0.35T simulation MRI and 5 on-board pretreatment MRIs. Dice similarity coefficient (DSC) scores and changes in volume between simulation and daily treatments were calculated. Dosimetric parameters including Dmax, D0.03 cc, Dmean, V40 Gy, V39 Gy, V38 Gy, and V20 Gy for the bladder and trigone for the simulation and daily treatments were collected. Both physician-scored (Common Terminology Criteria for Adverse Events, version 4.03 scale) as well as patient-reported (International Prostate Symptom Scores and the Expanded Prostate Cancer Index Composite-26 scores) acute genitourinary (GU) toxicity outcomes were collected and analyzed. RESULTS The average treatment bladder volume was about 30% smaller than the simulation bladder volume; however, the trigone volume remained fairly consistent despite being positively correlated with total bladder volume. Overall, the trigone accounted for <2% of the bladder volume. Median DSC for the bladder was 0.79, whereas the median DSC of the trigone was only 0.33. No statistically significant associations between our selected bladder and trigonal dosimetric parameters and grade ≥2 GU toxicity were identified, although numerically, patients with GU toxicity (grade ≥2) had higher intermediate doses to the bladder (V20 Gy and Dmean) and larger volumes exposed to higher doses in the trigone (V40 Gy, V39 Gy, and V38 Gy). CONCLUSIONS The trigone exhibits little volume change, but considerable interfractional displacement/deformation. As a result, the relative volume of the trigone receiving high doses during prostate SBRT varies substantially between fractions, which could influence GU toxicity and may not be predicted by radiation planning dosimetry.
Collapse
Affiliation(s)
- Beth K Neilsen
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Ting Martin Ma
- Department of Radiation Oncology, University of Washington, Seattle, Washington
| | | | - Jack Neylon
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Maria C Casado
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Sahil Sharma
- Department of Medicine, Georgetown University, Washington, DC
| | - Ke Sheng
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
| | - Dan Ruan
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Daniel A Low
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Yingli Yang
- Department of Radiology, Ruijin Hospital, Shanghai, China
| | - Luca F Valle
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California; Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, California
| | - Michael L Steinberg
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - James M Lamb
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Minsong Cao
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Amar U Kishan
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California.
| |
Collapse
|
2
|
Xu D, Ma TM, Savjani R, Pham J, Cao M, Yang Y, Kishan AU, Scalzo F, Sheng K. Fully automated segmentation of prostatic urethra for MR-guided radiation therapy. Med Phys 2023; 50:354-364. [PMID: 36106703 DOI: 10.1002/mp.15983] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 04/29/2022] [Accepted: 09/01/2022] [Indexed: 01/25/2023] Open
Abstract
PURPOSE Accurate delineation of the urethra is a prerequisite for urethral dose reduction in prostate radiotherapy. However, even in magnetic resonance-guided radiation therapy (MRgRT), consistent delineation of the urethra is challenging, particularly in online adaptive radiotherapy. This paper presented a fully automatic MRgRT-based prostatic urethra segmentation framework. METHODS Twenty-eight prostate cancer patients were included in this study. In-house 3D half fourier single-shot turbo spin-echo (HASTE) and turbo spin echo (TSE) sequences were used to image the Foley-free urethra on a 0.35 T MRgRT system. The segmentation pipeline uses 3D nnU-Net as the base and innovatively combines ground truth and its corresponding radial distance (RD) map during training supervision. Additionally, we evaluate the benefit of incorporating a convolutional long short term memory (LSTM-Conv) layer and spatial recurrent convolution layer (RCL) into nnU-Net. A novel slice-by-slice simple exponential smoothing (SEPS) method specifically for tubular structures was used to post-process the segmentation results. RESULTS The experimental results show that nnU-Net trained using a combination of Dice, cross-entropy and RD achieved a Dice score of 77.1 ± 2.3% in the testing dataset. With SEPS, Hausdorff distance (HD) and 95% HD were reduced to 2.95 ± 0.17 mm and 1.84 ± 0.11 mm, respectively. LSTM-Conv and RCL layers only minimally improved the segmentation precision. CONCLUSION We present the first Foley-free MRgRT-based automated urethra segmentation study. Our method is built on a data-driven neural network with novel cost functions and a post-processing step designed for tubular structures. The performance is consistent with the need for online and offline urethra dose reduction in prostate radiotherapy.
Collapse
Affiliation(s)
- Di Xu
- Department of Computer Science, University of California, Los Angeles, California, USA.,Department of Radiation Oncology, University of California, Los Angeles, California, USA
| | - Ting Martin Ma
- Department of Radiation Oncology, University of California, Los Angeles, California, USA
| | - Ricky Savjani
- Department of Radiation Oncology, University of California, Los Angeles, California, USA
| | - Jonathan Pham
- Department of Radiation Oncology, University of California, Los Angeles, California, USA
| | - Minsong Cao
- Department of Radiation Oncology, University of California, Los Angeles, California, USA
| | - Yingli Yang
- Department of Radiation Oncology, University of California, Los Angeles, California, USA
| | - Amar U Kishan
- Department of Radiation Oncology, University of California, Los Angeles, California, USA
| | - Fabien Scalzo
- Department of Computer Science, Pepperdine University, Los Angeles, California, USA
| | - Ke Sheng
- Department of Radiation Oncology, University of California, Los Angeles, California, USA
| |
Collapse
|
3
|
A comparison study on various low energy sources in interstitial prostate brachytherapy. J Contemp Brachytherapy 2016; 8:74-81. [PMID: 26985200 PMCID: PMC4793066 DOI: 10.5114/jcb.2016.57708] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Accepted: 01/02/2016] [Indexed: 11/17/2022] Open
Abstract
PURPOSE Low energy sources are routinely used in prostate brachytherapy. (125)I is one of the most commonly used sources. Low energy (131)Cs source was introduced recently as a brachytherapy source. The aim of this study is to compare dose distributions of (125)I, (103)Pd, and (131)Cs sources in interstitial brachytherapy of prostate. MATERIAL AND METHODS ProstaSeed (125)I brachytherapy source was simulated using MCNPX Monte Carlo code. Additionally, two hypothetical sources of (103)Pd and (131)Cs were simulated with the same geometry as the ProstaSeed (125)I source, while having their specific emitted gamma spectra. These brachytherapy sources were simulated with distribution of forty-eight seeds in a phantom including prostate. The prostate was considered as a sphere with radius of 1.5 cm. Absolute and relative dose rates were obtained in various distances from the source along the transverse and longitudinal axes inside and outside the tumor. Furthermore, isodose curves were plotted around the sources. RESULTS Analyzing the initial dose profiles for various sources indicated that with the same time duration and air kerma strength, (131)Cs delivers higher dose to tumor. However, relative dose rate inside the tumor is higher and outside the tumor is lower for the (103)Pd source. CONCLUSIONS The higher initial absolute dose in cGy/(h.U) of (131)Cs brachytherapy source is an advantage of this source over the others. The higher relative dose inside the tumor and lower relative dose outside the tumor for the (103)Pd source are advantages of this later brachytherapy source. Based on the total dose the (125)I source has advantage over the others due to its longer half-life.
Collapse
|