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Patel KR, van der Heide UA, Kerkmeijer LGW, Schoots IG, Turkbey B, Citrin DE, Hall WA. Target Volume Optimization for Localized Prostate Cancer. Pract Radiat Oncol 2024; 14:522-540. [PMID: 39019208 PMCID: PMC11531394 DOI: 10.1016/j.prro.2024.06.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Revised: 06/17/2024] [Accepted: 06/26/2024] [Indexed: 07/19/2024]
Abstract
PURPOSE To provide a comprehensive review of the means by which to optimize target volume definition for the purposes of treatment planning for patients with intact prostate cancer with a specific emphasis on focal boost volume definition. METHODS Here we conduct a narrative review of the available literature summarizing the current state of knowledge on optimizing target volume definition for the treatment of localized prostate cancer. RESULTS Historically, the treatment of prostate cancer included a uniform prescription dose administered to the entire prostate with or without coverage of all or part of the seminal vesicles. The development of prostate magnetic resonance imaging (MRI) and positron emission tomography (PET) using prostate-specific radiotracers has ushered in an era in which radiation oncologists are able to localize and focally dose-escalate high-risk volumes in the prostate gland. Recent phase 3 data has demonstrated that incorporating focal dose escalation to high-risk subvolumes of the prostate improves biochemical control without significantly increasing toxicity. Still, several fundamental questions remain regarding the optimal target volume definition and prescription strategy to implement this technique. Given the remaining uncertainty, a knowledge of the pathological correlates of radiographic findings and the anatomic patterns of tumor spread may help inform clinical judgement for the definition of clinical target volumes. CONCLUSION Advanced imaging has the ability to improve outcomes for patients with prostate cancer in multiple ways, including by enabling focal dose escalation to high-risk subvolumes. However, many questions remain regarding the optimal target volume definition and prescription strategy to implement this practice, and key knowledge gaps remain. A detailed understanding of the pathological correlates of radiographic findings and the patterns of local tumor spread may help inform clinical judgement for target volume definition given the current state of uncertainty.
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Affiliation(s)
- Krishnan R Patel
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
| | - Uulke A van der Heide
- Department of Radiation Oncology, The Netherlands Cancer Institute (NKI-AVL), Amsterdam, The Netherlands
| | - Linda G W Kerkmeijer
- Department of Radiation Oncology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Ivo G Schoots
- Department of Radiation Oncology, The Netherlands Cancer Institute (NKI-AVL), Amsterdam, The Netherlands
| | - Baris Turkbey
- Molecular Imaging Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Deborah E Citrin
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - William A Hall
- Froedtert and the Medical College of Wisconsin, Milwaukee, Wisconsin
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Zarei M, Wallsten E, Grefve J, Söderkvist K, Gunnlaugsson A, Sandgren K, Jonsson J, Keeratijarut Lindberg A, Nilsson E, Bergh A, Zackrisson B, Moreau M, Thellenberg Karlsson C, Olsson LE, Widmark A, Riklund K, Blomqvist L, Berg Loegager V, Axelsson J, Strandberg SN, Nyholm T. Accuracy of gross tumour volume delineation with [68Ga]-PSMA-PET compared to histopathology for high-risk prostate cancer. Acta Oncol 2024; 63:503-510. [PMID: 38912830 PMCID: PMC11332483 DOI: 10.2340/1651-226x.2024.39041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Accepted: 04/24/2024] [Indexed: 06/25/2024]
Abstract
BACKGROUND The delineation of intraprostatic lesions is vital for correct delivery of focal radiotherapy boost in patients with prostate cancer (PC). Errors in the delineation could translate into reduced tumour control and potentially increase the side effects. The purpose of this study is to compare PET-based delineation methods with histopathology. MATERIALS AND METHODS The study population consisted of 15 patients with confirmed high-risk PC intended for prostatectomy. [68Ga]-PSMA-PET/MR was performed prior to surgery. Prostate lesions identified in histopathology were transferred to the in vivo [68Ga]-PSMA-PET/MR coordinate system. Four radiation oncologists manually delineated intraprostatic lesions based on PET data. Various semi-automatic segmentation methods were employed, including absolute and relative thresholds, adaptive threshold, and multi-level Otsu threshold. RESULTS The gross tumour volumes (GTVs) delineated by the oncologists showed a moderate level of interobserver agreement with Dice similarity coefficient (DSC) of 0.68. In comparison with histopathology, manual delineations exhibited the highest median DSC and the lowest false discovery rate (FDR) among all approaches. Among semi-automatic approaches, GTVs generated using standardized uptake value (SUV) thresholds above 4 (SUV > 4) demonstrated the highest median DSC (0.41), with 0.51 median lesion coverage ratio, FDR of 0.66 and the 95th percentile of the Hausdorff distance (HD95%) of 8.22 mm. INTERPRETATION Manual delineations showed a moderate level of interobserver agreement. Compared to histopathology, manual delineations and SUV > 4 exhibited the highest DSC and the lowest HD95% values. The methods that resulted in a high lesion coverage were associated with a large overestimation of the size of the lesions.
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Affiliation(s)
- Maryam Zarei
- Department of Diagnostics and Intervention, Biomedical engineering and Radiation Physics, Umeå University, Umeå, Sweden.
| | - Elin Wallsten
- Department of Diagnostics and Intervention, Biomedical engineering and Radiation Physics, Umeå University, Umeå, Sweden
| | - Josefine Grefve
- Department of Diagnostics and Intervention, Biomedical engineering and Radiation Physics, Umeå University, Umeå, Sweden
| | - Karin Söderkvist
- Department of Diagnostics and Intervention, Oncology, Umeå University, Umeå, Sweden
| | - Adalsteinn Gunnlaugsson
- Skane University Hospital, Department of Hematology, Oncology and Radiation Physics, Lund, Sweden
| | - Kristina Sandgren
- Department of Diagnostics and Intervention, Biomedical engineering and Radiation Physics, Umeå University, Umeå, Sweden
| | - Joakim Jonsson
- Department of Diagnostics and Intervention, Biomedical engineering and Radiation Physics, Umeå University, Umeå, Sweden
| | - Angsana Keeratijarut Lindberg
- Department of Diagnostics and Intervention, Biomedical engineering and Radiation Physics, Umeå University, Umeå, Sweden
| | - Erik Nilsson
- Department of Diagnostics and Intervention, Biomedical engineering and Radiation Physics, Umeå University, Umeå, Sweden
| | - Anders Bergh
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Björn Zackrisson
- Department of Diagnostics and Intervention, Oncology, Umeå University, Umeå, Sweden
| | - Mathieu Moreau
- Skane University Hospital, Department of Hematology, Oncology and Radiation Physics, Lund, Sweden
| | | | - Lars E Olsson
- Department of Translational Medicine, Medical Radiation Physics, Lund University, Malmö, Sweden
| | - Anders Widmark
- Department of Diagnostics and Intervention, Oncology, Umeå University, Umeå, Sweden
| | - Katrine Riklund
- Department of Diagnostics and Intervention, Diagnostic Radiology, Umeå University, Umeå, Sweden
| | - Lennart Blomqvist
- Department of Diagnostics and Intervention, Biomedical engineering and Radiation Physics, Umeå University, Umeå, Sweden; Department of Molecular Medicine and Surgery, Karolinska Institutet, Solna, Sweden
| | - Vibeke Berg Loegager
- Department of Radiology, Copenhagen University Hospital in Herlev, Herlev, Denmark
| | - Jan Axelsson
- Department of Diagnostics and Intervention, Biomedical engineering and Radiation Physics, Umeå University, Umeå, Sweden
| | - Sara N Strandberg
- Department of Diagnostics and Intervention, Diagnostic Radiology, Umeå University, Umeå, Sweden
| | - Tufve Nyholm
- Department of Diagnostics and Intervention, Biomedical engineering and Radiation Physics, Umeå University, Umeå, Sweden
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Duan L, Liu Z, Wan F, Dai B. Advantage of whole-mount histopathology in prostate cancer: current applications and future prospects. BMC Cancer 2024; 24:448. [PMID: 38605339 PMCID: PMC11007899 DOI: 10.1186/s12885-024-12071-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Accepted: 02/29/2024] [Indexed: 04/13/2024] Open
Abstract
BACKGROUND Whole-mount histopathology (WMH) has been a powerful tool to investigate the characteristics of prostate cancer. However, the latest advancement of WMH was yet under summarization. In this review, we offer a comprehensive exposition of current research utilizing WMH in diagnosing and treating prostate cancer (PCa), and summarize the clinical advantages of WMH and outlines potential on future prospects. METHODS An extensive PubMed search was conducted until February 26, 2023, with the search term "prostate", "whole-mount", "large format histology", which was limited to the last 4 years. Publications included were restricted to those in English. Other papers were also cited to contribute a better understanding. RESULTS WMH exhibits an enhanced legibility for pathologists, which improved the efficacy of pathologic examination and provide educational value. It simplifies the histopathological registration with medical images, which serves as a convincing reference standard for imaging indicator investigation and medical image-based artificial intelligence (AI). Additionally, WMH provides comprehensive histopathological information for tumor volume estimation, post-treatment evaluation, and provides direct pathological data for AI readers. It also offers complete spatial context for the location estimation of both intraprostatic and extraprostatic cancerous region. CONCLUSIONS WMH provides unique benefits in several aspects of clinical diagnosis and treatment of PCa. The utilization of WMH technique facilitates the development and refinement of various clinical technologies. We believe that WMH will play an important role in future clinical applications.
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Affiliation(s)
- Lewei Duan
- Department of Urology, Fudan University Shanghai Cancer Center, 200032, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China
- Shanghai Genitourinary Cancer Institute, 200032, Shanghai, China
| | - Zheng Liu
- Department of Urology, Fudan University Shanghai Cancer Center, 200032, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China
- Shanghai Genitourinary Cancer Institute, 200032, Shanghai, China
| | - Fangning Wan
- Department of Urology, Fudan University Shanghai Cancer Center, 200032, Shanghai, China.
- Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.
- Shanghai Genitourinary Cancer Institute, 200032, Shanghai, China.
| | - Bo Dai
- Department of Urology, Fudan University Shanghai Cancer Center, 200032, Shanghai, China.
- Department of Oncology, Shanghai Medical College, Fudan University, 200032, Shanghai, China.
- Shanghai Genitourinary Cancer Institute, 200032, Shanghai, China.
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Yan Q, Yan X, Yang X, Li S, Song J. The use of PET/MRI in radiotherapy. Insights Imaging 2024; 15:63. [PMID: 38411742 PMCID: PMC10899128 DOI: 10.1186/s13244-024-01627-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 01/21/2024] [Indexed: 02/28/2024] Open
Abstract
Positron emission tomography/magnetic resonance imaging (PET/MRI) is a hybrid imaging technique that quantitatively combines the metabolic and functional data from positron emission tomography (PET) with anatomical and physiological information from MRI. As PET/MRI technology has advanced, its applications in cancer care have expanded. Recent studies have demonstrated that PET/MRI provides unique advantages in the field of radiotherapy and has become invaluable in guiding precision radiotherapy techniques. This review discusses the rationale and clinical evidence supporting the use of PET/MRI for radiation positioning, target delineation, efficacy evaluation, and patient surveillance.Critical relevance statement This article critically assesses the transformative role of PET/MRI in advancing precision radiotherapy, providing essential insights into improved radiation positioning, target delineation, efficacy evaluation, and patient surveillance in clinical radiology practice.Key points• The emergence of PET/MRI will be a key bridge for precise radiotherapy.• PET/MRI has unique advantages in the whole process of radiotherapy.• New tracers and nanoparticle probes will broaden the use of PET/MRI in radiation.• PET/MRI will be utilized more frequently for radiotherapy.
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Affiliation(s)
- Qi Yan
- Cancer Center, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences Tongji Shanxi Hospital, Taiyuan, China
| | - Xia Yan
- Cancer Center, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
- Shanxi Provincial Key Laboratory for Translational Nuclear Medicine and Precision Protection, Taiyuan, China
| | - Xin Yang
- Cancer Center, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
| | - Sijin Li
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Shanxi Medical University, Taiyuan, China.
| | - Jianbo Song
- Cancer Center, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences Tongji Shanxi Hospital, Taiyuan, China.
- Shanxi Provincial Key Laboratory for Translational Nuclear Medicine and Precision Protection, Taiyuan, China.
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A Systematic Review of the Variability in Performing and Reporting Intraprostatic Prostate-specific Membrane Antigen Positron Emission Tomography in Primary Staging Studies. EUR UROL SUPPL 2023; 50:91-105. [PMID: 37101769 PMCID: PMC10123424 DOI: 10.1016/j.euros.2023.01.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/13/2023] [Indexed: 03/06/2023] Open
Abstract
Context Prostate cancer (PCa) remains one of the leading causes of cancer-related deaths in men worldwide. Men at risk are typically offered multiparametric magnetic resonance imaging and, if suspicious, a targeted biopsy. However, false-negative rates of magnetic resonance imaging are consistently 18%; therefore, there is growing interest in improving the diagnostic performance of imaging through novel technologies. Prostate-specific membrane antigen (PSMA) positron emission tomography (PET) is being utilised for PCa staging and, more recently, for intraprostatic tumour localisation. However, significant variability has been observed in how PSMA PET is performed and reported. Objective In this review, we aim to evaluate how pervasive this variability is in trials investigating the performance of PSMA PET in primary PCa workup. Evidence acquisition Following the Preferred Reporting Items for Systematic Reviews and Meta-analyses guidelines, we performed an optimal search in five different databases. After removing duplicates, 65 studies were included in our review. Evidence synthesis Studies dated back as early as 2016, with numerous different source countries. There was variation in the reference standard for PSMA PET, with some using biopsy specimens or surgical specimens, and in some cases, a combination of the two. Similar inconsistencies were noted when studies selected histological definitions of clinically significant PCa, while some omitted their definition altogether. The most significant variations in performing PSMA PET were the radiotracer type, dose, acquisition time after injection, and the PET camera being utilised. Substantial variation in the reporting of PSMA PET was noted, with no consistency in defining what constitutes a positive intraprostatic lesion. Across 65 studies, four different definitions were used. Conclusions This systematic review has highlighted considerable variation in obtaining and performing a PSMA PET study in the context of primary PCa diagnosis. Given the discrepancy in how PSMA PET was performed and reported, it questions the homogony of studies from centre to centre. Standardisation of PSMA PET is required for this to become a consistently useful and reproducible modality in the diagnosis of PCa. Patient summary Prostate-specific membrane antigen (PSMA) positron emission tomography (PET) is being utilised for staging and localisation of prostate cancer (PCa); however, there is significant variability in performing and reporting PSMA PET. Standardisation of PSMA PET is required for results to be consistently useful and reproducible for the diagnosis of PCa.
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Zhang YN, Lu ZG, Wang SD, Lu X, Zhu LL, Yang X, Fu LP, Zhao J, Wang HF, Xiang ZL. Gross tumor volume delineation in primary prostate cancer on 18F-PSMA-1007 PET/MRI and 68Ga-PSMA-11 PET/MRI. Cancer Imaging 2022; 22:36. [PMID: 35869521 PMCID: PMC9308314 DOI: 10.1186/s40644-022-00475-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 07/14/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
We aimed to assess the clinical value of 18F-PSMA-1007 and 68Ga-PSMA-11 PET/MRI in the gross tumor volume (GTV) delineation of radiotherapy for prostate cancer (PCa).
Methods
Sixty-nine patients were retrospectively enrolled (57 in the 18F subgroup and 12 in the 68Ga subgroup). Three physicians delineated the GTV and tumor length by the visual method and threshold method with thresholds of 30%, 40%, 50%, and 60% SUVmax. The volume correlation and differences in GTVs were assessed. The dice similarity coefficient (DSC) was applied to estimate the spatial overlap between GTVs. For 51 patients undergoing radical prostatectomy, the tumor length (Lpath) of the maximum area was measured, and compared with the longest tumor length obtained based on the images (LMRI, LPET/MRI, LPET, LPET30%, LPET40%, LPET50%, LPET60%) to determine the best delineation method.
Results
In the 18F subgroup, (1) GTV-PET/MRI (p < 0.001) was significantly different from the reference GTV-MRI. DSC between them was > 0.7. (2) GTV-MRI (R2 = 0.462, p < 0.05) was the influencing factor of DSC. In the 68Ga subgroup, (1) GTV-PET/MRI (p < 0.05) was significantly different from the reference GTV-MRI. DSC between them was > 0.7. (2) There was a significant correlation between GTV-MRI (r = 0.580, p < 0.05) and DSC. The longest tumor length measured by PET/MRI was in good agreement with that measured by histopathological analysis in both subgroups.
Conclusion
It is feasible to visually delineate GTV on PSMA PET/MRI in PCa radiotherapy, and we emphasize the utility of PET/MRI fusion images in GTV delineation. In addition, the overlap degree was the highest between GTV-MRI and GTV-PET/MRI, and it increased with increasing volume.
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Correa RJM, Loblaw A. Stereotactic Body Radiotherapy: Hitting Harder, Faster, and Smarter in High-Risk Prostate Cancer. Front Oncol 2022; 12:889132. [PMID: 35875062 PMCID: PMC9301671 DOI: 10.3389/fonc.2022.889132] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 05/31/2022] [Indexed: 11/30/2022] Open
Abstract
Stereotactic body radiotherapy (SBRT) is a technologically sophisticated form of radiotherapy that holds significant potential to effectively treat high-risk prostate cancer (HRPC). Prostate SBRT has been the subject of intense investigation in the context of low- and intermediate-risk disease, but less so for HRPC. However, emerging data are demonstrating its potential to safely and efficiently delivery curative doses of radiotherapy, both to the prostate and elective lymph nodes. SBRT theoretically hits harder through radiobiological dose escalation facilitated by ultra-hypofractionation (UHRT), faster with only five treatment fractions, and smarter by using targeted, focal dose escalation to maximally ablate the dominant intraprostatic lesion (while maximally protecting normal tissues). To achieve this, advanced imaging modalities like magnetic resonance imaging and prostate specific membrane antigen positron emmission tomography (PSMA-PET) are leveraged in combination with cutting-edge radiotherapy planning and delivery technology. In this focused narrative review, we discuss key evidence and upcoming clinical trials evaluating SBRT for HRPC with a focus on dose escalation, elective nodal irradiation, and focal boost.
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Affiliation(s)
- Rohann J. M. Correa
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Canada
- Department of Radiation Oncology, University of Toronto, Toronto, Canada
- Division of Radiation Oncology, Department of Oncology, Western University and London Health Sciences Centre, London, Canada
| | - Andrew Loblaw
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Canada
- Department of Radiation Oncology, University of Toronto, Toronto, Canada
- Department of Health Policy, Measurement and Evaluation, University of Toronto, Toronto, Canada
- *Correspondence: Andrew Loblaw,
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Liu W, Loblaw A, Laidley D, Fakir H, Mendez L, Davidson M, Kassam Z, Lee TY, Ward A, Thiessen J, Bayani J, Conyngham J, Bailey L, Andrews JD, Bauman G. Imaging Biomarkers in Prostate Stereotactic Body Radiotherapy: A Review and Clinical Trial Protocol. Front Oncol 2022; 12:863848. [PMID: 35494042 PMCID: PMC9043802 DOI: 10.3389/fonc.2022.863848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 03/07/2022] [Indexed: 11/13/2022] Open
Abstract
Advances in imaging have changed prostate radiotherapy through improved biochemical control from focal boost and improved detection of recurrence. These advances are reviewed in the context of prostate stereotactic body radiation therapy (SBRT) and the ARGOS/CLIMBER trial protocol. ARGOS/CLIMBER will evaluate 1) the safety and feasibility of SBRT with focal boost guided by multiparametric MRI (mpMRI) and 18F-PSMA-1007 PET and 2) imaging and laboratory biomarkers for response to SBRT. To date, response to prostate SBRT is most commonly evaluated using the Phoenix Criteria for biochemical failure. The drawbacks of this approach include lack of lesion identification, a high false-positive rate, and delay in identifying treatment failure. Patients in ARGOS/CLIMBER will receive dynamic 18F-PSMA-1007 PET and mpMRI prior to SBRT for treatment planning and at 6 and 24 months after SBRT to assess response. Imaging findings will be correlated with prostate-specific antigen (PSA) and biopsy results, with the goal of early, non-invasive, and accurate identification of treatment failure.
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Affiliation(s)
- Wei Liu
- Department of Oncology, Division of Radiation Oncology, London Health Sciences Centre and Western University, London, ON, Canada
| | - Andrew Loblaw
- Department of Radiation Oncology, Odette Cancer Center, Sunnybrook Health Sciences Centre and Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
| | - David Laidley
- Division of Nuclear Medicine, St. Joseph's Health Centre and Western University, London, ON, Canada
| | - Hatim Fakir
- Department of Oncology and Department of Medical Biophysics, London Health Sciences Centre and Western University, London, ON, Canada
| | - Lucas Mendez
- Department of Oncology, Division of Radiation Oncology, London Health Sciences Centre and Western University, London, ON, Canada
| | - Melanie Davidson
- Department of Radiation Oncology, Odette Cancer Center, Sunnybrook Health Sciences Centre and Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
| | - Zahra Kassam
- Department of Medical Imaging, St. Joseph's Health Care and Western University, London, ON, Canada
| | - Ting-Yim Lee
- Department of Medical Biophysics, Western University and Lawson Health Research Institute, London, ON, Canada
| | - Aaron Ward
- Department of Medical Biophysics, Western University and Lawson Health Research Institute, London, ON, Canada
| | - Jonathan Thiessen
- Department of Medical Biophysics, Western University and Lawson Health Research Institute, London, ON, Canada
| | - Jane Bayani
- Ontario Institute for Cancer Research and Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | | | - Laura Bailey
- Clinical Research Unit, London Regional Cancer Program, London, ON, Canada
| | - Joseph D Andrews
- Clinical Research Unit, London Regional Cancer Program, London, ON, Canada
| | - Glenn Bauman
- Department of Oncology, Division of Radiation Oncology, London Health Sciences Centre and Western University, London, ON, Canada
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Liu W, Fakir H, Randhawa G, Alfano R, Corkum M, Kassam Z, Rachinsky I, Chung HT, Chung P, Loblaw A, Morton G, Sexton T, Kapoor A, Ward A, Zukotynski K, Emmett L, Bauman G. Defining radio-recurrent intra-prostatic target volumes using PSMA-targeted PET/CT and multi-parametric MRI. Clin Transl Radiat Oncol 2022; 32:41-47. [PMID: 34841094 PMCID: PMC8606298 DOI: 10.1016/j.ctro.2021.11.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 11/08/2021] [Accepted: 11/08/2021] [Indexed: 11/01/2022] Open
Abstract
PURPOSE Our purpose was to evaluate intra-prostatic cancer volumes for salvage radiotherapy in men with recurrent prostate cancer confined to the prostate post-primary radiotherapy using mpMRI and 18F-DCFPyL PET/CT (PET). METHODS Men with biochemical failure post-primary radiotherapy were enrolled in a multi-centre trial investigating mpMRI and PET. All men with isolated intra-prostatic recurrence are included in this secondary analysis. The intra-prostatic gross tumour volume (GTV) was manually delineated on mpMRI and was also delineated on PET using three methods: 1. manually, 2. using a 30% threshold of maximum intra-prostatic standard uptake value (SUVmax), and 3. using a 67% threshold of this SUVmax. Clinical target volumes (CTV) including expansions on each GTV were generated. Conformity indices were performed between the mpMRI CTV and each PET CTV. Correlation with biopsy and clinical outcomes were performed. RESULTS Of the 36 men included, 30 (83%) had disease in two quadrants or less using the combination of mpMRI and PET. Mean target volume (union of CTV on mpMRI and CTV manually delineated on PET) was 12.2 cc (49% of prostate gland volume). 12/36 (33%) men had a biopsy. Per-patient sensitivity was 91% for mpMRI and 82% for PET. CONCLUSIONS mpMRI and PET provide complementary information for delineation of intra-prostatic recurrent disease. Union of CTV on mpMRI and PET is often less than 50% of the prostate, suggesting this imaging could help define a target for focal salvage therapy.
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Affiliation(s)
- Wei Liu
- Department of Oncology, Division of Radiation Oncology, London Health Sciences Centre and Western University, London, Canada
| | - Hatim Fakir
- Department of Oncology and Department of Medical Biophysics, London Health Sciences Centre and Western University, London, Canada
| | | | - Ryan Alfano
- Department of Radiation Oncology, Windsor Regional Cancer Centre, Windsor Regional Hospital, Windsor, Canada
| | - Mark Corkum
- Division of Radiation Oncology, The Ottawa Hospital Cancer Centre and the University of Ottawa, Ottawa, Canada
| | - Zahra Kassam
- Department of Medical Imaging, St. Joseph’s Health Care and Western University, London, Canada
| | - Irina Rachinsky
- Division of Nuclear Medicine, London Health Sciences Centre and Western University, London, Canada
| | - Hans T. Chung
- Department of Radiation Oncology, Odette Cancer Center, Sunnybrook Health Sciences Centre, Toronto, Canada
- Department of Radiation Oncology, University of Toronto, Toronto, Canada
| | - Peter Chung
- Department of Radiation Oncology, University of Toronto, Toronto, Canada
- Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Canada
| | - Andrew Loblaw
- Department of Radiation Oncology, Odette Cancer Center, Sunnybrook Health Sciences Centre, Toronto, Canada
- Department of Radiation Oncology, University of Toronto, Toronto, Canada
- Institute of Health Care Policy and Evaluation, University of Toronto, Canada
| | - Gerard Morton
- Department of Radiation Oncology, Odette Cancer Center, Sunnybrook Health Sciences Centre, Toronto, Canada
- Department of Radiation Oncology, University of Toronto, Toronto, Canada
| | - Tracy Sexton
- Department of Oncology, Division of Radiation Oncology, London Health Sciences Centre and Western University, London, Canada
| | - Anil Kapoor
- Urologic Cancer Centre for Research & Innovation and McMaster University, Hamilton, Canada
| | - Aaron Ward
- Department of Medical Biophysics, Lawson Health Research Institute and Western University, London, Canada
| | - Katherine Zukotynski
- Division of Nuclear Medicine, London Health Sciences Centre and Western University, London, Canada
- Departments of Medicine and Radiology, McMaster University, Hamilton, Canada
| | - Louise Emmett
- Department of Nuclear Medicine and Theranostics, St. Vincent’s Hospital and University of New South Wales, Sydney, Australia
| | - Glenn Bauman
- Department of Oncology, Division of Radiation Oncology, London Health Sciences Centre and Western University, London, Canada
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10
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Yang DM, Alfano R, Bauman G, Thiessen JD, Chin J, Pautler S, Moussa M, Gomez JA, Rachinsky I, Gaed M, Chung KJ, Ward A, Lee TY. Short-duration dynamic [ 18F]DCFPyL PET and CT perfusion imaging to localize dominant intraprostatic lesions in prostate cancer: validation against digital histopathology and comparison to [ 18F]DCFPyL PET/MR at 120 minutes. EJNMMI Res 2021; 11:107. [PMID: 34652551 PMCID: PMC8519985 DOI: 10.1186/s13550-021-00844-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 09/27/2021] [Indexed: 11/10/2022] Open
Abstract
Purpose Localized prostate cancer (PCa) in patients is characterized by a dominant focus in the gland (dominant intraprostatic lesion, DIL). Accurate DIL identification may enable more accurate diagnosis and therapy through more precise targeting of biopsy, radiotherapy and focal ablative therapies. The goal of this study is to validate the performance of [18F]DCFPyL PET and CT perfusion (CTP) for detecting and localizing DIL against digital histopathological images. Methods Multi-modality image sets: in vivo T2-weighted (T2w)-MRI, 22-min dynamic [18F]DCFPyL PET/CT, CTP, and 2-h post-injection PET/MR were acquired in patients prior to radical prostatectomy. The explanted gland with implanted fiducial markers was imaged with T2w-MRI. All images were co-registered to the pathologist-annotated digital images of whole-mount mid-gland histology sections using fiducial markers and anatomical landmarks. Regions of interest encompassing DIL and non-DIL tissue were drawn on the digital histopathological images and superimposed on PET and CTP parametric maps. Logistic regression with backward elimination of parameters was used to select the most sensitive parameter set to distinguish DIL from non-DIL voxels. Leave-one-patient-out cross-validation was performed to determine diagnostic performance. Results [18F]DCFPyL PET and CTP parametric maps of 15 patients were analyzed. SUVLate and a model combining Ki and k4 of [18F]DCFPyL achieved the most accurate performance distinguishing DIL from non-DIL voxels. Both detection models achieved an AUC of 0.90 and an error rate of < 10%. Compared to digital histopathology, the detected DILs had a mean dice similarity coefficient of 0.8 for the Ki and k4 model and 0.7 for SUVLate. Conclusions We have validated using co-registered digital histopathological images that parameters from kinetic analysis of 22-min dynamic [18F]DCFPyL PET can accurately localize DILs in PCa for targeting of biopsy, radiotherapy, and focal ablative therapies. Short-duration dynamic [18F]DCFPyL PET was not inferior to SUVLate in this diagnostic task. Clinical trial registration number: NCT04009174 (ClinicalTrials.gov).
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Affiliation(s)
- Dae-Myoung Yang
- Department of Medical Biophysics, The University of Western Ontario, London, ON, Canada.,Robarts Research Institute, The University of Western Ontario, London, ON, Canada.,Imaging Program, Lawson Health Research Institute, 750 Base Line Road E, London, ON, N6C 2R5, Canada.,Department of Radiation Oncology, Fox Chase Cancer Center, 333 Cottman Ave, Philadelphia, PA, 19111, USA
| | - Ryan Alfano
- Department of Medical Biophysics, The University of Western Ontario, London, ON, Canada.,London Health Sciences Centre, London, ON, Canada.,Baines Imaging Research Laboratory, London, ON, Canada
| | - Glenn Bauman
- London Health Sciences Centre, London, ON, Canada.,Department of Oncology, The University of Western Ontario, London, ON, Canada
| | - Jonathan D Thiessen
- Department of Medical Biophysics, The University of Western Ontario, London, ON, Canada.,Imaging Program, Lawson Health Research Institute, 750 Base Line Road E, London, ON, N6C 2R5, Canada.,Department of Medical Imaging, The University of Western Ontario, London, ON, Canada
| | - Joseph Chin
- London Health Sciences Centre, London, ON, Canada.,Department of Oncology, The University of Western Ontario, London, ON, Canada.,Department of Surgery, The University of Western Ontario, London, ON, Canada
| | - Stephen Pautler
- Department of Oncology, The University of Western Ontario, London, ON, Canada.,Department of Surgery, The University of Western Ontario, London, ON, Canada.,St. Joseph' Health Care, London, ON, Canada
| | - Madeleine Moussa
- London Health Sciences Centre, London, ON, Canada.,Department of Pathology and Laboratory Medicine, The University of Western Ontario, London, ON, Canada
| | - Jose A Gomez
- London Health Sciences Centre, London, ON, Canada.,Department of Pathology and Laboratory Medicine, The University of Western Ontario, London, ON, Canada
| | - Irina Rachinsky
- London Health Sciences Centre, London, ON, Canada.,Department of Medical Imaging, The University of Western Ontario, London, ON, Canada
| | - Mena Gaed
- Department of Pathology and Laboratory Medicine, The University of Western Ontario, London, ON, Canada
| | - Kevin J Chung
- Department of Medical Biophysics, The University of Western Ontario, London, ON, Canada.,Robarts Research Institute, The University of Western Ontario, London, ON, Canada.,Imaging Program, Lawson Health Research Institute, 750 Base Line Road E, London, ON, N6C 2R5, Canada
| | - Aaron Ward
- Department of Medical Biophysics, The University of Western Ontario, London, ON, Canada.,London Health Sciences Centre, London, ON, Canada.,Baines Imaging Research Laboratory, London, ON, Canada.,Department of Oncology, The University of Western Ontario, London, ON, Canada
| | - Ting-Yim Lee
- Department of Medical Biophysics, The University of Western Ontario, London, ON, Canada. .,Robarts Research Institute, The University of Western Ontario, London, ON, Canada. .,Imaging Program, Lawson Health Research Institute, 750 Base Line Road E, London, ON, N6C 2R5, Canada. .,Department of Oncology, The University of Western Ontario, London, ON, Canada. .,Department of Medical Imaging, The University of Western Ontario, London, ON, Canada.
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Smith CW, Alfano R, Hoover D, Surry K, D'Souza D, Thiessen J, Rachinsky I, Butler J, Gomez JA, Gaed M, Moussa M, Chin J, Pautler S, Bauman GS, Ward AD. Prostate specific membrane antigen positron emission tomography for lesion-directed high-dose-rate brachytherapy dose escalation. PHYSICS & IMAGING IN RADIATION ONCOLOGY 2021; 19:102-107. [PMID: 34589619 PMCID: PMC8459608 DOI: 10.1016/j.phro.2021.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 06/30/2021] [Accepted: 07/01/2021] [Indexed: 11/30/2022]
Abstract
This paper evaluated lesion-directed prostatic high dose rate brachytherapy. Lesions defined by prostate specific membrane antigen positron emission tomography. Dose escalation was confirmed using whole-mount digital histology. Targeting lesions led to significantly higher dose to high-grade histologic cancer.
Background and purpose Prostate specific membrane antigen positron emission tomography imaging (PSMA-PET) has demonstrated potential for intra-prostatic lesion localization. We leveraged our existing database of co-registered PSMA-PET imaging with cross sectional digitized pathology to model dose coverage of histologically-defined prostate cancer when tailoring brachytherapy dose escalation based on PSMA-PET imaging. Materials and methods Using a previously-developed automated approach, we created segmentation volumes delineating underlying dominant intraprostatic lesions for ten men with co-registered pathology-imaging datasets. To simulate realistic high-dose-rate brachytherapy (HDR-BT) treatments, we registered the PSMA-PET-defined segmentation volumes and underlying cancer to 3D trans-rectal ultrasound images of HDR-BT cases where 15 Gray (Gy) was delivered. We applied dose/volume optimization to focally target the dominant intraprostatic lesion identified on PSMA-PET. We then compared histopathology dose for all high-grade cancer within whole-gland treatment plans versus PSMA-PET-targeted plans. Histopathology dose was analyzed for all clinically significant cancer with a Gleason score of 7or greater. Results The standard whole-gland plans achieved a median [interquartile range] D98 of 15.2 [13.8–16.4] Gy to the histologically-defined cancer, while the targeted plans achieved a significantly higher D98 of 16.5 [15.0–19.0] Gy (p = 0.007). Conclusion This study is the first to use digital histology to confirm the effectiveness of PSMA-PET HDR-BT dose escalation using automatically generated contours. Based on the findings of this study, PSMA-PET lesion dose escalation can lead to increased dose to the ground truth histologically defined cancer.
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Affiliation(s)
- Christopher W Smith
- Baines Imaging Research Laboratory, 790 Commissioners Rd E, London, ON N6A 5W9, Canada.,Lawson Health Research Institute, 750 Base Line Rd E, London, ON N6C 2R5, Canada.,Western University Department of Medical Biophysics, 1151 Richmond St., London, ON N6A 3K7, Canada.,London Regional Cancer Program, 790 Commissioners Rd E, London, ON N6A 4L6, Canada
| | - Ryan Alfano
- Baines Imaging Research Laboratory, 790 Commissioners Rd E, London, ON N6A 5W9, Canada.,Lawson Health Research Institute, 750 Base Line Rd E, London, ON N6C 2R5, Canada.,Western University Department of Medical Biophysics, 1151 Richmond St., London, ON N6A 3K7, Canada.,London Regional Cancer Program, 790 Commissioners Rd E, London, ON N6A 4L6, Canada
| | - Douglas Hoover
- Lawson Health Research Institute, 750 Base Line Rd E, London, ON N6C 2R5, Canada.,Western University Department of Medical Biophysics, 1151 Richmond St., London, ON N6A 3K7, Canada.,London Regional Cancer Program, 790 Commissioners Rd E, London, ON N6A 4L6, Canada
| | - Kathleen Surry
- Lawson Health Research Institute, 750 Base Line Rd E, London, ON N6C 2R5, Canada.,Western University Department of Medical Biophysics, 1151 Richmond St., London, ON N6A 3K7, Canada.,London Regional Cancer Program, 790 Commissioners Rd E, London, ON N6A 4L6, Canada
| | - David D'Souza
- Lawson Health Research Institute, 750 Base Line Rd E, London, ON N6C 2R5, Canada.,Western University Department of Oncology, 1151 Richmond St., London, ON N6A 3K7, Canada.,London Regional Cancer Program, 790 Commissioners Rd E, London, ON N6A 4L6, Canada
| | - Jonathan Thiessen
- Lawson Health Research Institute, 750 Base Line Rd E, London, ON N6C 2R5, Canada.,Western University Department of Medical Biophysics, 1151 Richmond St., London, ON N6A 3K7, Canada
| | - Irina Rachinsky
- Western University Department of Medical Imaging, 1151 Richmond St., London, ON N6A 3K7, Canada
| | - John Butler
- Lawson Health Research Institute, 750 Base Line Rd E, London, ON N6C 2R5, Canada
| | - Jose A Gomez
- Western University Department of Pathology and Laboratory Medicine, 1151 Richmond St., London, ON N6A 3K7, Canada
| | - Mena Gaed
- Western University Department of Pathology and Laboratory Medicine, 1151 Richmond St., London, ON N6A 3K7, Canada
| | - Madeleine Moussa
- Western University Department of Pathology and Laboratory Medicine, 1151 Richmond St., London, ON N6A 3K7, Canada
| | - Joseph Chin
- Western University Department of Surgery, 1151 Richmond St., London, ON N6A 3K7, Canada.,Western University Department of Oncology, 1151 Richmond St., London, ON N6A 3K7, Canada
| | - Stephen Pautler
- Western University Department of Surgery, 1151 Richmond St., London, ON N6A 3K7, Canada.,Western University Department of Oncology, 1151 Richmond St., London, ON N6A 3K7, Canada
| | - Glenn S Bauman
- Western University Department of Medical Biophysics, 1151 Richmond St., London, ON N6A 3K7, Canada.,Western University Department of Oncology, 1151 Richmond St., London, ON N6A 3K7, Canada.,London Regional Cancer Program, 790 Commissioners Rd E, London, ON N6A 4L6, Canada
| | - Aaron D Ward
- Baines Imaging Research Laboratory, 790 Commissioners Rd E, London, ON N6A 5W9, Canada.,Lawson Health Research Institute, 750 Base Line Rd E, London, ON N6C 2R5, Canada.,Western University Department of Medical Biophysics, 1151 Richmond St., London, ON N6A 3K7, Canada.,Western University Department of Oncology, 1151 Richmond St., London, ON N6A 3K7, Canada.,London Regional Cancer Program, 790 Commissioners Rd E, London, ON N6A 4L6, Canada
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