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Adleman J, McLaughlin PY, Tsui JMG, Buzurovic I, Harris T, Hudson J, Urribarri J, Cail DW, Nguyen PL, Orio PF, Lee LK, King MT. Evaluating the prognostic significance of artificial intelligence-delineated gross tumor volume and prostate volume measurements for prostate radiotherapy. Radiother Oncol 2025; 207:110866. [PMID: 40127722 DOI: 10.1016/j.radonc.2025.110866] [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: 09/18/2024] [Revised: 03/16/2025] [Accepted: 03/19/2025] [Indexed: 03/26/2025]
Abstract
BACKGROUND AND PURPOSE Artificial intelligence (AI) may extract prognostic information from MRI for localized prostate cancer. We evaluate whether AI-derived prostate and gross tumor volume (GTV) are associated with toxicity and oncologic outcomes after radiotherapy. MATERIALS AND METHODS We conducted a retrospective study of patients, who underwent radiotherapy between 2010 and 2017. We trained an AI segmentation algorithm to contour the prostate and GTV from patients treated with external-beam RT, and applied the algorithm to those treated with brachytherapy. AI prostate and GTV volumes were calculated from segmentation results. We evaluated whether AI GTV volume was associated with biochemical failure (BF) and metastasis. We evaluated whether AI prostate volume was associated with acute and late grade 2+ genitourinary toxicity, and International Prostate Symptom Score (IPSS) resolution for monotherapy and combination sets, separately. RESULTS We identified 187 patients who received brachytherapy (monotherapy (N = 154) or combination therapy (N = 33)). AI GTV volume was associated with BF (hazard ratio (HR):1.28[1.14,1.44];p < 0.001) and metastasis (HR:1.34[1.18,1.53;p < 0.001). For the monotherapy subset, AI prostate volume was associated with both acute (adjusted odds ratio:1.16[1.07,1.25];p < 0.001) and late grade 2 + genitourinary toxicity (adjusted HR:1.04[1.01,1.07];p = 0.01), but not IPSS resolution (0.99[0.97,1.00];p = 0.13). For the combination therapy subset, AI prostate volume was not associated with either acute (p = 0.72) or late (p = 0.75) grade 2 + urinary toxicity. However, AI prostate volume was associated with IPSS resolution (0.96[0.93, 0.99];p = 0.01). CONCLUSION AI-derived prostate and GTV volumes may be prognostic for toxicity and oncologic outcomes after RT. Such information may aid in treatment decision-making, given differences in outcomes among RT treatment modalities.
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Affiliation(s)
- Jenna Adleman
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; Lakeridge Health, Durham Regional Cancer Centre, Ontario, Canada.
| | - Pierre-Yves McLaughlin
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; The Ottawa Hospital, Ontario, Canada
| | - James M G Tsui
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; McGill University Health Centre, Quebec, Canada
| | - Ivan Buzurovic
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Thomas Harris
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Julie Hudson
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Jaime Urribarri
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Daniel W Cail
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Paul L Nguyen
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Peter F Orio
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Leslie K Lee
- Department of Radiology, Brigham and Women's Hospital, USA
| | - Martin T King
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
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2
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Lee J, Nandalur S, Hazy A, Al-Katib S, Kim K, Ye H, Kolderman N, Dhaliwal A, Krauss D, Quinn T, Marvin K, Nandalur KR. Prostatic Urethral Length on MRI Potentially Predicts Late Genitourinary Toxicity After Prostate Cancer Radiation. Acad Radiol 2024; 31:1950-1958. [PMID: 37858506 DOI: 10.1016/j.acra.2023.09.004] [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: 08/01/2023] [Revised: 08/28/2023] [Accepted: 09/03/2023] [Indexed: 10/21/2023]
Abstract
RATIONALE AND OBJECTIVES The purpose of our study was to evaluate pretreatment prostate quantitative magnetic resonance imaging (MRI) measurements and clinical characteristics in predicting genitourinary (GU) toxicity after radiotherapy (RT) for prostate cancer. MATERIALS AND METHODS In this single-institution retrospective cohort study, we evaluated patients with prostate adenocarcinoma who underwent MRI within 6 months before completing definitive RT and follow-up information in our GU toxicity database from June 2016 to February 2023. MRI measurements included quantitative urethra, prostate, and bladder measurements. GU toxicity was physician-scored using the Common Terminology Criteria for Adverse Events (CTCAE v4.0) with acute toxicity defined as ≤180 days and late defined as >180 days. Multivariable logistic regression model was constructed for grade ≥2 acute toxicity and Cox proportional hazards regression for late toxicity, adjusted for clinical factors and RT method. RESULTS A total of 361 men (median age 68 years, interquartile range [IQR] 62-73) were included; 14.4% (50/347) men experienced grade ≥2 acute toxicity. Brachytherapy (odds ratio [OR]: 2.9, 95% confidence interval [CI]: 1.5-5.8), P < 0.01) was associated with increased odds of acute GU toxicity, and longer MUL (OR: 0.41 [95%CI: 0.18-0.92], P = 0.03) with decreased odds. Median follow-up for late toxicity was 15.0 months (IQR: 9.0-28.0) with approximately 88.7% and 72.0% patients free of toxicity at 1 and 3 years, respectively. Only longer prostatic urethral length (hazard ratio [HR]: 1.6, 95%CI: 1.2-2.1, P < 0.01) was associated with increased risk of late GU toxicity, notably urinary frequency/urgency symptoms (HR: 1.7 [95%CI: 1.3-2.3], P < 0.01). CONCLUSION Longer prostatic urethral length measured on prostate MRI is independently associated with higher risk of developing late grade ≥2 GU toxicity after radiation therapy for prostate cancer. This pretreatment metric may be potentially valuable in risk-stratification models for quality of life following prostate RT.
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Affiliation(s)
- Joseph Lee
- Department of Radiation Oncology, Corewell Health William Beaumont University Hospital, Royal Oak, Michigan (J.L., S.N., A.H., H.Y., D.K., T.Q., K.M.); Medical School, Oakland University William Beaumont School of Medicine, Rochester, Michigan (J.L., S.N., A.H., S.A.K., K.K., H.Y., N.K., A.D., D.K., T.Q., K.R.N.)
| | - Sirisha Nandalur
- Department of Radiation Oncology, Corewell Health William Beaumont University Hospital, Royal Oak, Michigan (J.L., S.N., A.H., H.Y., D.K., T.Q., K.M.); Medical School, Oakland University William Beaumont School of Medicine, Rochester, Michigan (J.L., S.N., A.H., S.A.K., K.K., H.Y., N.K., A.D., D.K., T.Q., K.R.N.)
| | - Allison Hazy
- Department of Radiation Oncology, Corewell Health William Beaumont University Hospital, Royal Oak, Michigan (J.L., S.N., A.H., H.Y., D.K., T.Q., K.M.); Medical School, Oakland University William Beaumont School of Medicine, Rochester, Michigan (J.L., S.N., A.H., S.A.K., K.K., H.Y., N.K., A.D., D.K., T.Q., K.R.N.)
| | - Sayf Al-Katib
- Medical School, Oakland University William Beaumont School of Medicine, Rochester, Michigan (J.L., S.N., A.H., S.A.K., K.K., H.Y., N.K., A.D., D.K., T.Q., K.R.N.); Department of Radiology and Molecular Imaging, Corewell Health William Beaumont University Hospital, Royal Oak, Michigan (S.A.K., N.K., A.D., K.R.N.)
| | - Kyu Kim
- Medical School, Oakland University William Beaumont School of Medicine, Rochester, Michigan (J.L., S.N., A.H., S.A.K., K.K., H.Y., N.K., A.D., D.K., T.Q., K.R.N.)
| | - Hong Ye
- Department of Radiation Oncology, Corewell Health William Beaumont University Hospital, Royal Oak, Michigan (J.L., S.N., A.H., H.Y., D.K., T.Q., K.M.); Medical School, Oakland University William Beaumont School of Medicine, Rochester, Michigan (J.L., S.N., A.H., S.A.K., K.K., H.Y., N.K., A.D., D.K., T.Q., K.R.N.)
| | - Nathan Kolderman
- Medical School, Oakland University William Beaumont School of Medicine, Rochester, Michigan (J.L., S.N., A.H., S.A.K., K.K., H.Y., N.K., A.D., D.K., T.Q., K.R.N.); Department of Radiology and Molecular Imaging, Corewell Health William Beaumont University Hospital, Royal Oak, Michigan (S.A.K., N.K., A.D., K.R.N.)
| | - Abhay Dhaliwal
- Medical School, Oakland University William Beaumont School of Medicine, Rochester, Michigan (J.L., S.N., A.H., S.A.K., K.K., H.Y., N.K., A.D., D.K., T.Q., K.R.N.); Department of Radiology and Molecular Imaging, Corewell Health William Beaumont University Hospital, Royal Oak, Michigan (S.A.K., N.K., A.D., K.R.N.)
| | - Daniel Krauss
- Department of Radiation Oncology, Corewell Health William Beaumont University Hospital, Royal Oak, Michigan (J.L., S.N., A.H., H.Y., D.K., T.Q., K.M.); Medical School, Oakland University William Beaumont School of Medicine, Rochester, Michigan (J.L., S.N., A.H., S.A.K., K.K., H.Y., N.K., A.D., D.K., T.Q., K.R.N.)
| | - Thomas Quinn
- Department of Radiation Oncology, Corewell Health William Beaumont University Hospital, Royal Oak, Michigan (J.L., S.N., A.H., H.Y., D.K., T.Q., K.M.); Medical School, Oakland University William Beaumont School of Medicine, Rochester, Michigan (J.L., S.N., A.H., S.A.K., K.K., H.Y., N.K., A.D., D.K., T.Q., K.R.N.)
| | - Kimberly Marvin
- Department of Radiation Oncology, Corewell Health William Beaumont University Hospital, Royal Oak, Michigan (J.L., S.N., A.H., H.Y., D.K., T.Q., K.M.)
| | - Kiran R Nandalur
- Medical School, Oakland University William Beaumont School of Medicine, Rochester, Michigan (J.L., S.N., A.H., S.A.K., K.K., H.Y., N.K., A.D., D.K., T.Q., K.R.N.); Department of Radiology and Molecular Imaging, Corewell Health William Beaumont University Hospital, Royal Oak, Michigan (S.A.K., N.K., A.D., K.R.N.).
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Mechanisms, mitigation, and management of urinary toxicity from prostate radiotherapy. Lancet Oncol 2022; 23:e534-e543. [DOI: 10.1016/s1470-2045(22)00544-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Revised: 08/22/2022] [Accepted: 08/23/2022] [Indexed: 11/30/2022]
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Chen L, Gannavarapu BS, Desai NB, Folkert MR, Dohopolski M, Gao A, Ahn C, Cadeddu J, Bagrodia A, Woldu S, Raj GV, Roehrborn C, Lotan Y, Timmerman RD, Garant A, Hannan R. Dose-Intensified Stereotactic Ablative Radiation for Localized Prostate Cancer. Front Oncol 2022; 12:779182. [PMID: 35265519 PMCID: PMC8899031 DOI: 10.3389/fonc.2022.779182] [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: 09/18/2021] [Accepted: 01/26/2022] [Indexed: 11/13/2022] Open
Abstract
Purpose Stereotactic ablative radiation (SAbR) has been increasingly used in prostate cancer (PCa) given its convenience and cost efficacy. Optimal doses remain poorly defined with limited prospective comparative trials and long-term safety/efficacy data at higher dose levels. We analyzed toxicity and outcomes for SAbR in men with localized PCa at escalated 45 Gy in 5 fractions. Methods and Materials This study retrospectively analyzed men from 2015 to 2019 with PCa who received linear-accelerator-based SAbR to 45 Gy in 5 fractions, along with perirectal hydrogel spacer, fiducial placement, and MRI-based planning. Disease control outcomes were calculated from end of treatment. Minimally important difference (MID) assessing patient-reported quality of life was defined as greater than a one-half standard deviation increase in American Urological Association (AUA) symptom score after SAbR. Results Two-hundred and forty-nine (249) low-, intermediate-, and high-risk PCa patients with median follow-up of 14.9 months for clinical toxicity were included. Acute urinary grade II toxicity occurred in 20.4% of patients. Acute grade II GI toxicity occurred in 7.3% of patients. For follow-up > 2 years (n = 69), late GU and GI grade ≥III toxicity occurred in 5.8% and 1.5% of patients, respectively. MID was evident in 31.8%, 23.4%, 35.8%, 37.0%, 33.3%, and 26.7% of patients at 3, 6, 12, 24, 36, and 48 months, respectively. The median follow-up for biochemical recurrence was 22.6 months with biochemical failure-free survival of 100% at 1 year (n = 226) and 98.7% for years 2 (n = 113) and 3 (n = 54). Conclusions SAbR for PCa at 45 Gy in 5 fractions shows an encouraging safety profile. Prospective studies with longer follow-up are warranted to establish this dose regimen as standard of care for PCa.
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Affiliation(s)
- Lily Chen
- School of Medicine, The University of Texas Rio Grande Valley, Edinburg, TX, United States
| | - Bhavani S Gannavarapu
- Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Neil B Desai
- Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Michael R Folkert
- Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Michael Dohopolski
- Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Ang Gao
- Department of Population and Data Sciences, University of Texas (UT) Southwestern Medical Center, Dallas, TX, United States
| | - Chul Ahn
- Department of Population and Data Sciences, University of Texas (UT) Southwestern Medical Center, Dallas, TX, United States
| | - Jeffrey Cadeddu
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Aditya Bagrodia
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Solomon Woldu
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Ganesh V Raj
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Claus Roehrborn
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Yair Lotan
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Robert D Timmerman
- Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Aurelie Garant
- Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Raquibul Hannan
- Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX, United States
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5
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King MT, Keyes M, Frank SJ, Crook JM, Butler WM, Rossi PJ, Cox BW, Showalter TN, Mourtada F, Potters L, Stock RG, Kollmeier MA, Zelefsky MJ, Davis BJ, Merrick GS, Orio PF. Low dose rate brachytherapy for primary treatment of localized prostate cancer: A systemic review and executive summary of an evidence-based consensus statement. Brachytherapy 2021; 20:1114-1129. [PMID: 34509378 DOI: 10.1016/j.brachy.2021.07.006] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 06/28/2021] [Accepted: 07/14/2021] [Indexed: 11/18/2022]
Abstract
PURPOSE The purpose of this guideline is to present evidence-based consensus recommendations for low dose rate (LDR) permanent seed brachytherapy for the primary treatment of prostate cancer. METHODS AND MATERIALS The American Brachytherapy Society convened a task force for addressing key questions concerning ultrasound-based LDR prostate brachytherapy for the primary treatment of prostate cancer. A comprehensive literature search was conducted to identify prospective and multi-institutional retrospective studies involving LDR brachytherapy as monotherapy or boost in combination with external beam radiation therapy with or without adjuvant androgen deprivation therapy. Outcomes included disease control, toxicity, and quality of life. RESULTS LDR prostate brachytherapy monotherapy is an appropriate treatment option for low risk and favorable intermediate risk disease. LDR brachytherapy boost in combination with external beam radiation therapy is appropriate for unfavorable intermediate risk and high-risk disease. Androgen deprivation therapy is recommended in unfavorable intermediate risk and high-risk disease. Acceptable radionuclides for LDR brachytherapy include iodine-125, palladium-103, and cesium-131. Although brachytherapy monotherapy is associated with increased urinary obstructive and irritative symptoms that peak within the first 3 months after treatment, the median time toward symptom resolution is approximately 1 year for iodine-125 and 6 months for palladium-103. Such symptoms can be mitigated with short-term use of alpha blockers. Combination therapy is associated with worse urinary, bowel, and sexual symptoms than monotherapy. A prostate specific antigen <= 0.2 ng/mL at 4 years after LDR brachytherapy may be considered a biochemical definition of cure. CONCLUSIONS LDR brachytherapy is a convenient, effective, and well-tolerated treatment for prostate cancer.
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Affiliation(s)
- Martin T King
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA.
| | - Mira Keyes
- Department of Radiation Oncology, British Columbia Cancer Agency, University of British Columbia, Vancouver, Canada
| | - Steven J Frank
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Juanita M Crook
- Department of Radiation Oncology, British Columbia Cancer Agency, University of British Columbia, Kelowna, Canada
| | - Wayne M Butler
- Department of Radiation Oncology, Schiffler Cancer Center, Wheeling Jesuit University, Wheeling, WV
| | - Peter J Rossi
- Calaway Young Cancer Center, Valley View Hospital, Glenwood Springs, CO
| | - Brett W Cox
- Department of Radiation Oncology, Rush University Medical Center, Chicago, IL
| | - Timothy N Showalter
- Department of Radiation Oncology, University of Virginia, Charlottesville, VA
| | - Firas Mourtada
- Helen F. Graham Cancer Center & Research Institute, Christiana Care Health System, Newark, DE
| | - Louis Potters
- Department of Radiation Oncology, Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY
| | - Richard G Stock
- Department of Radiation Oncology, Mt. Sinai Medical Center, New York, NY
| | - Marisa A Kollmeier
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Michael J Zelefsky
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Brian J Davis
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN
| | - Gregory S Merrick
- Department of Radiation Oncology, Schiffler Cancer Center, Wheeling Jesuit University, Wheeling, WV
| | - Peter F Orio
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA
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Helou J, Charas T. Acute and late side-effects after low dose-rate brachytherapy for prostate cancer; incidence, management and technical considerations. Brachytherapy 2021; 20:956-965. [PMID: 33972182 DOI: 10.1016/j.brachy.2021.03.014] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 03/16/2021] [Accepted: 03/21/2021] [Indexed: 10/21/2022]
Abstract
PURPOSE To review common reported side effects and complications after primary LDR-BT (monotherapy) and discuss some of the technical aspects that could impact the treatment outcomes. METHODS AND MATERIALS A literature search was undertaken using medical subject headings (MeSH) complemented by the authors' personal and institutional expertise. RESULTS The reported incidence of acute and late grade 2 or above urinary, bowel and sexual side effects is very variable across the literature. The learning curve and the implant quality have a clear impact on the toxicity outcomes. Being aware of some of the technical challenges encountered during the procedure and ways to mitigate them could decrease the incidence of side effects. Careful planning of seed placement and seed deposition allow sparing of the organs at risk and a lower incidence of urinary and gastro-intestinal toxicity. CONCLUSIONS Low dose-rate brachytherapy remains a standard monotherapy treatment in the setting of favorable-risk prostate cancer. High disease control and low long-term toxicities are achievable in expert hands with a good technique.
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Affiliation(s)
- Joelle Helou
- Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada; Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada.
| | - Tomer Charas
- Radiotherapy Unit, Oncology Division, Rambam Health Care Campus, Haifa, Israel
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7
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Mendez LC, Loblaw A, Chung HT, Tseng CL, Ravi A, Morton G. Estimating acute urinary retention risk post prostate high dose-rate (HDR) brachytherapy: A clinical-based recursive partitioning analysis. Radiother Oncol 2021; 154:118-122. [DOI: 10.1016/j.radonc.2020.09.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 09/11/2020] [Accepted: 09/15/2020] [Indexed: 11/30/2022]
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Caulfield S, Menezes G, Marignol L, Poole C. Nomograms are key decision-making tools in prostate cancer radiation therapy. Urol Oncol 2018; 36:283-292. [PMID: 29680180 DOI: 10.1016/j.urolonc.2018.03.017] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Revised: 02/16/2018] [Accepted: 03/22/2018] [Indexed: 12/25/2022]
Abstract
BACKGROUND The use of nomograms for predicting clinical endpoints has been well documented. Nomograms provide an individualized prognosis and help clinicians determine the effectiveness of treatment for a given patient. Early identification of potential treatment failure or toxicity allows alternative approaches to be considered, reducing unnecessary treatment, morbidity, and cost. This review aims to evaluate clinical potential of nomogram use for the management of prostate cancer radiotherapy patients. METHODS PubMed, Embase, and Scopus were searched for literature published between 2006 and 2016. The reported correlation between measured and nomogram-predicted probabilities of biochemical control, disease progression, survival and toxicity was reviewed, through an analysis of concordance indexes and areas under the curves. RESULTS Sixteen studies were reviewed. Outcomes predicted by the nomogram were very close to outcomes measured (concordance index of 0.7 and above) in the majority. But a combination of under and overestimation of outcome was also reported. The predictive accuracy of nomograms was very variable, however, most nomograms had accuracy greater than chance, indicated by a concordance index higher than 0.5. CONCLUSION Nomograms can be used as prognostic guides to aid clinical decision-making for prostate cancer patients until further research addresses the limitations presented in this review. Strict definitions of end points should be added to future models and perhaps models could be enhanced with the incorporation of genomic variables or tumor specific parameters.
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Affiliation(s)
- Sarah Caulfield
- Trinity College Dublin, Applied Radiation Therapy Trinity Research Group, Discipline of Radiation Therapy, School of Medicine, Dublin, Ireland
| | - Gerard Menezes
- Trinity College Dublin, Applied Radiation Therapy Trinity Research Group, Discipline of Radiation Therapy, School of Medicine, Dublin, Ireland
| | - Laure Marignol
- Trinity College Dublin, Applied Radiation Therapy Trinity Research Group, Discipline of Radiation Therapy, School of Medicine, Dublin, Ireland
| | - Claire Poole
- Trinity College Dublin, Applied Radiation Therapy Trinity Research Group, Discipline of Radiation Therapy, School of Medicine, Dublin, Ireland.
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Repka MC, Kole TP, Lee J, Wu B, Lei S, Yung T, Collins BT, Suy S, Dritschilo A, Lynch JH, Collins SP. Predictors of acute urinary symptom flare following stereotactic body radiation therapy (SBRT) in the definitive treatment of localized prostate cancer. Acta Oncol 2017; 56:1136-1138. [PMID: 28270015 DOI: 10.1080/0284186x.2017.1299221] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Michael C. Repka
- Department of Radiation Medicine, Georgetown University Hospital, Washington, DC, USA
| | - Thomas P. Kole
- Department of Radiation Oncology, The Valley Health Hospital, Ridgewood, NJ, USA
| | - Jacqueline Lee
- Department of Radiation Medicine, Georgetown University Hospital, Washington, DC, USA
| | - Binbin Wu
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Siyuan Lei
- Department of Radiation Medicine, Georgetown University Hospital, Washington, DC, USA
| | - Thomas Yung
- Department of Radiation Medicine, Georgetown University Hospital, Washington, DC, USA
| | - Brian T. Collins
- Department of Radiation Medicine, Georgetown University Hospital, Washington, DC, USA
| | - Simeng Suy
- Department of Radiation Medicine, Georgetown University Hospital, Washington, DC, USA
| | - Anatoly Dritschilo
- Department of Radiation Medicine, Georgetown University Hospital, Washington, DC, USA
| | - John H. Lynch
- Department of Urology, Georgetown University Hospital, Washington, DC, USA
| | - Sean P. Collins
- Department of Radiation Medicine, Georgetown University Hospital, Washington, DC, USA
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10
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Warner A, Pickles T, Crook J, Martin AG, Souhami L, Catton C, Lukka H, Rodrigues G. Development of ProCaRS Clinical Nomograms for Biochemical Failure-free Survival Following Either Low-Dose Rate Brachytherapy or Conventionally Fractionated External Beam Radiation Therapy for Localized Prostate Cancer. Cureus 2015; 7:e276. [PMID: 26180700 PMCID: PMC4494461 DOI: 10.7759/cureus.276] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2015] [Accepted: 06/11/2015] [Indexed: 11/27/2022] Open
Abstract
Purpose: Although several clinical nomograms predictive of biochemical failure-free survival (BFFS) for localized prostate cancer exist in the medical literature, making valid comparisons can be challenging due to variable definitions of biochemical failure, the disparate distribution of prognostic factors, and received treatments in patient populations. The aim of this investigation was to develop and validate clinically-based nomograms for 5-year BFFS using the ASTRO II “Phoenix” definition for two patient cohorts receiving low-dose rate (LDR) brachytherapy or conventionally fractionated external beam radiation therapy (EBRT) from a large Canadian multi-institutional database. Methods and Materials: Patients were selected from the GUROC (Genitourinary Radiation Oncologists of Canada) Prostate Cancer Risk Stratification (ProCaRS) database if they received (1) LDR brachytherapy ≥ 144 Gy (n=4208) or (2) EBRT ≥ 70 Gy (n=822). Multivariable Cox regression analysis for BFFS was performed separately for each cohort and used to generate clinical nomograms predictive of 5-year BFFS. Nomograms were validated using calibration plots of nomogram predicted probability versus observed probability via Kaplan-Meier estimates. Results: Patients receiving LDR brachytherapy had a mean age of 64 ± 7 years, a mean baseline PSA of 6.3 ± 3.0 ng/mL, 75% had a Gleason 6, and 15% had a Gleason 7, whereas patients receiving EBRT had a mean age of 70 ± 6 years, a mean baseline PSA of 11.6 ± 10.7 ng/mL, 30% had a Gleason 6, 55% had a Gleason 7, and 14% had a Gleason 8-10. Nomograms for 5-year BFFS included age, use and duration of androgen deprivation therapy (ADT), baseline PSA, T stage, and Gleason score for LDR brachytherapy and an ADT (months), baseline PSA, Gleason score, and biological effective dose (Gy) for EBRT. Conclusions: Clinical nomograms examining 5-year BFFS were developed for patients receiving either LDR brachytherapy or conventionally fractionated EBRT and may assist clinicians in predicting an outcome. Future work should be directed at examining the role of additional prognostic factors, comorbidities, and toxicity in predicting survival outcomes.
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Affiliation(s)
- Andrew Warner
- Radiation Oncology, London Health Sciences Centre, London, Ontario, CA
| | - Tom Pickles
- Radiation Oncology, BC Cancer Agency, Vancouver Centre, University of British Columbia
| | | | - Andre-Guy Martin
- Radiation Oncology, Centre Hospitalier Universitaire de Québec - L'Hôtel-Dieu de Québec, Québec, QC
| | - Luis Souhami
- Department of Oncology, Division of Radiation Oncology, McGill University Health Center
| | - Charles Catton
- Radiation Oncology, University of Toronto and Universitry Health Network
| | - Himu Lukka
- Radiation Oncology, Juravinski Cancer Centre, Hamilton, ON
| | - George Rodrigues
- Department of Oncology, London Health Sciences Centre; Schulich School of Medicine & Dentistry, Western University, London, Ontario, CA
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Rylander S, Polders D, Steggerda MJ, Moonen LM, Tanderup K, Van der Heide UA. Re-distribution of brachytherapy dose using a differential dose prescription adapted to risk of local failure in low-risk prostate cancer patients. Radiother Oncol 2015; 115:308-13. [DOI: 10.1016/j.radonc.2015.05.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2014] [Revised: 05/14/2015] [Accepted: 05/17/2015] [Indexed: 11/15/2022]
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12
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Arscott WT, Chen LN, Wilson N, Bhagat A, Kim JS, Moures RA, Yung TM, Lei S, Collins BT, Kowalczyk K, Suy S, Dritschilo A, Lynch JH, Collins SP. Obstructive voiding symptoms following stereotactic body radiation therapy for prostate cancer. Radiat Oncol 2014; 9:163. [PMID: 25056726 PMCID: PMC4118163 DOI: 10.1186/1748-717x-9-163] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2014] [Accepted: 07/17/2014] [Indexed: 11/29/2022] Open
Abstract
Background Obstructive voiding symptoms (OVS) are common following prostate cancer treatment with radiation therapy. The risk of urinary retention (UR) following hypofractionated radiotherapy has yet to be fully elucidated. This study sought to evaluate OVS and UR requiring catheterization following SBRT for prostate cancer. Methods Patients treated with SBRT for localized prostate cancer from February 2008 to July 2011 at Georgetown University were included in this study. Treatment was delivered using the CyberKnife® with doses of 35 Gy-36.25 Gy in 5 fractions. UR was prospectively scored using the CTCAE v.3. Patient-reported OVS were assessed using the IPSS-obstructive subdomain at baseline and at 1, 3, 6, 9, 12, 18 and 24 months. Associated bother was evaluated via the EPIC-26. Results 269 patients at a median age of 69 years received SBRT with a median follow-up of 3 years. The mean prostate volume was 39 cc. Prior to treatment, 50.6% of patients reported moderate to severe lower urinary track symptoms per the IPSS and 6.7% felt that weak urine stream and/or incomplete emptying were a moderate to big problem. The 2-year actuarial incidence rates of acute and late UR ≥ grade 2 were 39.5% and 41.4%. Alpha-antagonist utilization rose at one month (58%) and 18 months (48%) post-treatment. However, Grade 3 UR was low with only 4 men (1.5%) requiring catheterization and/or TURP. A mean baseline IPSS-obstructive score of 3.6 significantly increased to 5.0 at 1 month (p < 0.0001); however, it returned to baseline in 92.6% within a median time of 3 months. Late increases in OVS were common, but transient. Only 7.1% of patients felt that weak urine stream and/or incomplete emptying was a moderate to big problem at two years post-SBRT (p = 0.6854). Conclusions SBRT treatment caused an acute increase in OVS which peaked within the first month post-treatment, though acute UR requiring catheterization was rare. OVS returned to baseline in > 90% of patients within a median time of three months. Transient Late increases in OVS were common. However, less than 10% of patients felt that OVS were a moderate to big problem at two years post-SBRT.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | - Sean P Collins
- Department of Radiation Medicine, Georgetown University Hospital, 3800 Reservoir Road, NW, Washington, DC 20007, USA.
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Leapman MS, Stone NN. Urinary Retention and Incontinence after Low-Dose-Rate Brachytherapy for Prostate Cancer. CURRENT BLADDER DYSFUNCTION REPORTS 2013. [DOI: 10.1007/s11884-013-0188-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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14
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Rosier PF. The evidence for urodynamic investigation of patients with symptoms of urinary incontinence. F1000PRIME REPORTS 2013; 5:8. [PMID: 23513180 PMCID: PMC3590786 DOI: 10.12703/p5-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Urodynamic studies are the gold standard to objectively diagnose dysfunction of the lower urinary tract. The widely available evidence for the clinical relevance is, however, fragmented. This article summarizes the published knowledge supporting the use of urodynamic studies in urinary incontinence in female, male and frail patients, as well as patients with relevant neurological disease. Five technological innovations are discussed briefly. Standard urodynamic cystometry can, on the basis of a solid body of evidence, objectively unveil the entire function of the lower urinary tract in all patients with urinary incontinence, regardless of the patients' perception of (ab-)normality of signs and or symptoms.
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Affiliation(s)
- Peter F Rosier
- University Medical Centre Utrecht, Department of UrologyC 04.236, P.O. Box 85500, 3580GA UtrechtThe Netherlands
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15
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Ishida M, Sugawara A, Matsushima M, Ohara R, Katayama M, Nakajima Y. Rectal injury during permanent seed implantation for prostate brachytherapy. Jpn J Clin Oncol 2012; 42:1207-10. [PMID: 23071291 DOI: 10.1093/jjco/hys165] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Serious complications have not been previously reported during seed implantation for prostate brachytherapy. We present an unreported case of rectal injury caused by an ultrasound probe. A 67-year-old male presented with a serum prostate-specific antigen level of 5.50 ng/ml, a Gleason score of 7 (3 + 4) and clinical T2a adenocarcinoma of the prostate. A transperineal permanent prostate brachytherapy implantation was performed. The patient subsequently complained of abdominal pain postoperatively. A gastrointestinal perforation was suspected based on an abdominal X-ray obtained on the day after the brachytherapy. Rectal injury was recognized during an exploratory laparotomy, and a primary closure and temporary diversion ileostomy were performed. The healing of the injury was confirmed by colonoscopy and an ileostomy closure was performed 2 months after the temporary diversion. The investigating committee for this accident concluded that the ultrasound probe had perforated the rectum. This is the first case of a rectal injury during seed implantation for prostate brachytherapy.
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Affiliation(s)
- Masaru Ishida
- Department of Urology, Saiseikai Yokohamashi Tobu Hospital, 3-6-1 Shimosueyoshi, Tsurumi-ku, Yokohama 230-8765, Japan.
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Roeloffzen EM, Crook J, Monninkhof EM, McLean M, van Vulpen M, Saibishkumar EP. External validation of the pretreatment nomogram to predict acute urinary retention after 125I prostate brachytherapy. Brachytherapy 2012; 11:256-64. [DOI: 10.1016/j.brachy.2011.12.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2011] [Revised: 12/19/2011] [Accepted: 12/28/2011] [Indexed: 10/28/2022]
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