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Pavarini M, Alborghetti L, Aimonetto S, Maggio A, Landoni V, Ferrari P, Bianculli A, Petrucci E, Cicchetti A, Farina B, Ubeira-Gabellini MG, Salmoiraghi P, Moretti E, Avuzzi B, Giandini T, Munoz F, Magli A, Sanguineti G, Magdalena Waskiewicz J, Rago L, Cante D, Girelli G, Vavassori V, Di Muzio NG, Rancati T, Cozzarini C, Fiorino C. Pelvic bone marrow dose-volume predictors of late lymphopenia following pelvic lymph node radiation therapy for prostate cancer. Radiother Oncol 2024; 195:110230. [PMID: 38503355 DOI: 10.1016/j.radonc.2024.110230] [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: 02/02/2024] [Revised: 03/12/2024] [Accepted: 03/14/2024] [Indexed: 03/21/2024]
Abstract
BACKGROUND AND PURPOSE Given the substantial lack of knowledge, we aimed to assess clinical/dosimetry predictors of late hematological toxicity on patients undergoing pelvic-nodes irradiation (PNI) for prostate cancer (PCa) within a prospective multi-institute study. MATERIALS AND METHODS Clinical/dosimetry/blood test data were prospectively collected including lymphocytes count (ALC) at baseline, mid/end-PNI, 3/6 months and every 6 months up to 5-year after PNI. DVHs of the Body, ileum (BMILEUM), lumbosacral spine (BMLS), lower pelvis (BMPELVIS), and whole pelvis (BMTOT) were extracted. Current analysis focused on 2-year CTCAEv4.03 Grade ≥ 2 (G2+) lymphopenia (ALC < 800/μL). DVH parameters that better discriminate patients with/without toxicity were first identified. After data pre-processing to limit overfitting, a multi-variable logistic regression model combining DVH and clinical information was identified and internally validated by bootstrap. RESULTS Complete data of 499 patients were available: 46 patients (9.2 %) experienced late G2+ lymphopenia. DVH parameters of BMLS/BMPELVIS/BMTOT and Body were associated to increased G2+ lymphopenia. The variables retained in the resulting model were ALC at baseline [HR = 0.997, 95 %CI 0.996-0.998, p < 0.0001], smoke (yes/no) [HR = 2.9, 95 %CI 1.25-6.76, p = 0.013] and BMLS-V ≥ 24 Gy (cc) [HR = 1.006, 95 %CI 1.002-1.011, p = 0.003]. When acute G3+ lymphopenia (yes/no) was considered, it was retained in the model [HR = 4.517, 95 %CI 1.954-10.441, p = 0.0004]. Performances of the models were relatively high (AUC = 0.87/0.88) and confirmed by validation. CONCLUSIONS Two-year lymphopenia after PNI for PCa is largely modulated by baseline ALC, with an independent role of acute G3+ lymphopenia. BMLS-V24 was the best dosimetry predictor: constraints for BMTOT (V10Gy < 1520 cc, V20Gy < 1250 cc, V30Gy < 850 cc), and BMLS (V24y < 307 cc) were suggested to potentially reduce the risk.
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Affiliation(s)
- Maddalena Pavarini
- IRCCS San Raffaele Scientific Institute, Medical Physics Dept, Milano, Italy
| | - Lisa Alborghetti
- IRCCS San Raffaele Scientific Institute, Medical Physics Dept, Milano, Italy
| | - Stefania Aimonetto
- Ospedale Regionale Parini-AUSL Valle d'Aosta, Medical Physics Dept, Aosta, Italy
| | - Angelo Maggio
- Istituto di Candiolo - Fondazione del Piemonte per l'Oncologia IRCCS, Medical Physics Dept, Candiolo, Italy
| | - Valeria Landoni
- IRCCS Istituto Nazionale Tumori Regina Elena, UOSD Laboratorio di Fisica Medica e Sistemi Esperti, Roma, Italy
| | - Paolo Ferrari
- Comprensorio Sanitario di Bolzano, Medical Physics Dept, Bolzano, Italy
| | | | | | - Alessandro Cicchetti
- Fondazione IRCCS Istituto Nazionale dei Tumori, Unit of Data Science, Milano, Italy
| | - Bruno Farina
- Ospedale degli Infermi, Medical Physics Dept, Biella, Italy
| | | | | | - Eugenia Moretti
- Azienda sanitaria universitaria Friuli Centrale, Medical Physics Department, Udine, Italy
| | - Barbara Avuzzi
- Fondazione IRCCS Istituto Nazionale dei Tumori, Radiotherapy Department, Milano, Italy
| | - Tommaso Giandini
- Fondazione IRCCS Istituto Nazionale dei Tumori, Medical Physics Department, Milano, Italy
| | - Fernando Munoz
- Ospedale Regionale Parini-AUSL Valle d'Aosta, Department of Radiation Oncology, Aosta, Italy
| | - Alessandro Magli
- Azienda Ospedaliero Universitaria S. Maria della Misericordia, Department of Radiotherapy, Udine, Italy
| | - Giuseppe Sanguineti
- IRCCS Regina Elena National Cancer Institute, Department of Radiation Oncology, Roma, Italy
| | | | - Luciana Rago
- IRCCS Crob, Radiotherapy, Rionero in Vulture, Italy
| | | | - Giuseppe Girelli
- Ospedale degli Infermi, Department of Radiotherapy, Biella, Italy
| | | | - Nadia Gisella Di Muzio
- Vita-Salute San Raffaele University, Milano, Italy; IRCCS San Raffaele Scientific Institute, Department of Radiation Oncology, Milano, Italy
| | - Tiziana Rancati
- Fondazione IRCCS Istituto Nazionale dei Tumori, Unit of Data Science, Milano, Italy
| | - Cesare Cozzarini
- IRCCS San Raffaele Scientific Institute, Department of Radiation Oncology, Milano, Italy
| | - Claudio Fiorino
- IRCCS San Raffaele Scientific Institute, Medical Physics Dept, Milano, Italy.
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Sanguineti G, Pavarini M, Munoz F, Magli A, Cante D, Garibaldi E, Gebbia A, Noris Chiorda B, Girelli G, Villa E, Faiella A, Magdalena Waskiewicz J, Avuzzi B, Pastorino A, Moretti E, Rago L, Statuto T, Gatti M, Rancati T, Valdagni R, Luigi Vavassori V, Gisella Di Muzio N, Fiorino C, Cozzarini C. Worsening of 2-year patient-reported intestinal functionality after radiotherapy for prostate cancer including pelvic node irradiation. Radiother Oncol 2024; 192:110088. [PMID: 38199284 DOI: 10.1016/j.radonc.2024.110088] [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: 07/11/2023] [Revised: 12/31/2023] [Accepted: 01/02/2024] [Indexed: 01/12/2024]
Abstract
BACKGROUND AND PURPOSE To quantify patient-reported 2-year intestinal toxicity (IT) from pelvic nodal irradiation (PNI) for prostate cancer. The association between baseline/acute symptoms and 2-year worsening was investigated. MATERIALS AND METHODS Patient-reported IT was prospectively assessed through the Inflammatory Bowel Disease Questionnaire (IBDQ), filled in at baseline, radiotherapy mid-point and end, at 3 and 6 months and every 6 months until 5 years. Two-year deterioration of IBDQ scores relative to the Bowel Domain was investigated for 400 patients with no severe baseline symptoms and with questionnaires available at baseline, 2 years, RT mid-point and/or end and at least three follow-ups between 3 and 18 months. The significance of the 2-year differences from baseline was tested. The association between baseline values and ΔAcute (the worst decline between baseline and RT mid-point/end) was investigated. RESULTS In the IBDQ lower scores indicate worse symptoms. A significant (p < 0.0001) 2-year mean worsening, mostly in the range of -0.2/-0.4 points on a 1-7 scale, emerged excepting one question (IBDQ29, "nausea/feeling sick"). This decline was independent of treatment intent while baseline values were associated with 2-year absolute scores. The ΔAcute largely modulated 2-year worsening: patients with ΔAcute greater than the first quartile (Q1) and ΔAcute less or equal than Q1 showed no/minimal and highly significant (p < 0.0001) deterioration, respectively. Rectal incontinence, urgency, frequency and abdominal pain showed the largest mean changes (-0.5/-1): risk of severe worsening (deemed to be of clinical significance if ≤ 2) was 3-5 fold higher in the ΔAcute ≤ Q1 vs ΔAcute > Q1 group (p < 0.0001). CONCLUSION A modest but significant deterioration of two-year patient-reported intestinal symptoms from PNI compared to baseline was found. Patients experiencing more severe acute symptoms are at higher risk of symptom persistence at 2 years, with a much larger prevalence of clinically significant symptoms.
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Affiliation(s)
- Giuseppe Sanguineti
- Radiotherapy, IRCCS Istituto Nazionale dei Tumori "Regina Elena", Roma, Italy
| | | | - Fernando Munoz
- Radiotherapy, Ospedale Regionale Parini-AUSL Valle d'Aosta, Aosta, Italy
| | - Alessandro Magli
- Radiotherapy, Azienda Ospedaliero Universitaria S. Maria della Misericordia, Udine, Italy
| | | | | | - Andrea Gebbia
- Medical Physics, IRCCS San Raffaele Scientific Institute, Milano, Italy
| | | | | | - Elisa Villa
- Radiotherapy, Cliniche Gavazzeni-Humanitas, Bergamo, Italy
| | - Adriana Faiella
- Radiotherapy, IRCCS Istituto Nazionale dei Tumori "Regina Elena", Roma, Italy
| | | | - Barbara Avuzzi
- Radiotherapy, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | | | - Eugenia Moretti
- Medical Physics, Azienda sanitaria universitaria Friuli Centrale, Udine, Italy
| | - Luciana Rago
- Radiotherapy, Centro di Riferimento Oncologico della Basilicata (IRCCS-CROB), Rionero in Vulture, Italy
| | - Teodora Statuto
- Laboratory of Clinical Research and Advanced Diagnostics, Centro di Riferimento Oncologico della Basilicata (IRCCS - CROB), Rionero in Vulture, Italy
| | - Marco Gatti
- Radiotherapy, Istituto di Candiolo - Fondazione del Piemonte per l'Oncologia IRCCS, Candiolo, Italy
| | - Tiziana Rancati
- Unit of Data Science, Department of Epidemiology and Data Science, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Riccardo Valdagni
- Radiotherapy, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | | | - Nadia Gisella Di Muzio
- Radiotherapy, IRCCS San Raffaele Scientific Institute, Milano, Italy; Medicine and Surgery, Vita-Salute San Raffaele University, Milano, Italy
| | - Claudio Fiorino
- Medical Physics, IRCCS San Raffaele Scientific Institute, Milano, Italy
| | - Cesare Cozzarini
- Radiotherapy, IRCCS San Raffaele Scientific Institute, Milano, Italy.
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Alborghetti L, Castriconi R, Sosa Marrero C, Tudda A, Ubeira-Gabellini MG, Broggi S, Pascau J, Cubero L, Cozzarini C, De Crevoisier R, Rancati T, Acosta O, Fiorino C. Selective sparing of bladder and rectum sub-regions in radiotherapy of prostate cancer combining knowledge-based automatic planning and multicriteria optimization. Phys Imaging Radiat Oncol 2023; 28:100488. [PMID: 37694264 PMCID: PMC10482897 DOI: 10.1016/j.phro.2023.100488] [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: 04/13/2023] [Revised: 08/22/2023] [Accepted: 08/23/2023] [Indexed: 09/12/2023] Open
Abstract
Background and Purpose The association between dose to selected bladder and rectum symptom-related sub-regions (SRS) and late toxicity after prostate cancer radiotherapy has been evidenced by voxel-wise analyses. The aim of the current study was to explore the feasibility of combining knowledge-based (KB) and multi-criteria optimization (MCO) to spare SRSs without compromising planning target volume (PTV) dose delivery, including pelvic-node irradiation. Materials and Methods Forty-five previously treated patients (74.2 Gy/28fr) were selected and SRSs (in the bladder, associated with late dysuria/hematuria/retention; in the rectum, associated with bleeding) were generated using deformable registration. A KB model was used to obtain clinically suitable plans (KB-plan). KB-plans were further optimized using MCO, aiming to reduce dose to the SRSs while safeguarding target dose coverage, homogeneity and avoiding worsening dose volume histograms of the whole bladder, rectum and other organs at risk. The resulting MCO-generated plans were examined to identify the best-compromise plan (KB + MCO-plan). Results The mean SRS dose decreased in almost all patients for each SRS. D1% also decreased in the large majority, less frequently for dysuria/bleeding SRS. Mean differences were statistically significant (p < 0.05) and ranged between 1.3 and 2.2 Gy with maximum reduction of mean dose up to 3-5 Gy for the four SRSs. The better sparing of SRSs was obtained without compromising PTVs coverage. Conclusions Selectively sparing SRSs without compromising PTV coverage is feasible and has the potential to reduce toxicities in prostate cancer radiotherapy. Further investigation to better quantify the expected risk reduction of late toxicities is warranted.
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Affiliation(s)
- Lisa Alborghetti
- IRCCS San Raffaele Scientific Institute, Medical Physics, Milano, Italy
| | | | - Carlos Sosa Marrero
- CLCC Eugène Marquis, INSERM, LTSI—UMR1099, F-35000, Univ Rennes, Rennes, France
| | - Alessia Tudda
- IRCCS San Raffaele Scientific Institute, Medical Physics, Milano, Italy
| | | | - Sara Broggi
- IRCCS San Raffaele Scientific Institute, Medical Physics, Milano, Italy
| | - Javier Pascau
- Universidad Carlos III de Madrid, Bioengineering Department, Madrid, Spain
| | - Lucia Cubero
- Universidad Carlos III de Madrid, Bioengineering Department, Madrid, Spain
| | - Cesare Cozzarini
- IRCCS San Raffaele Scientific Institute, Radiotherapy, Milano, Italy
| | | | - Tiziana Rancati
- Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Progetto Prostata, Milano, Italy
| | - Oscar Acosta
- CLCC Eugène Marquis, INSERM, LTSI—UMR1099, F-35000, Univ Rennes, Rennes, France
| | - Claudio Fiorino
- IRCCS San Raffaele Scientific Institute, Medical Physics, Milano, Italy
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Angulo JC, Téllez C, Giammò A, González-Enguita C, Schoenburg S, Queissert F, Szczesniewski J, González R, Romero A, Gonsior A, Martins FE, Antunes-Lopes T, Cruz F, Rourke K. Results of Adjustable Trans-Obturator Male System in Patients with Prostate Cancer Treated with Prostatectomy and Radiotherapy: A Multicenter Study. J Clin Med 2023; 12:4721. [PMID: 37510835 PMCID: PMC10380664 DOI: 10.3390/jcm12144721] [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: 07/01/2023] [Revised: 07/12/2023] [Accepted: 07/14/2023] [Indexed: 07/30/2023] Open
Abstract
(1) Background: Treatment of male stress incontinence in patients with prostate cancer treated with radical prostatectomy and adjuvant pelvic radiation is a therapeutic challenge. The efficacy and safety of the adjustable trans-obturator male system (ATOMS) in these patients is not well established, despite the general belief that outcomes are worse than in patients without radiation. (2) Methods: Retrospective multicenter study evaluating patients treated with silicone-covered scrotal port (SSP) ATOMS implant after radical prostatectomy and radiotherapy in nine different institutions between 2016 and 2022. The primary endpoint was dry patient rate, defined as pad-test ≤ 20 mL/day. The secondary endpoints were complication rate (defined using Clavien-Dindo classification), device removal and self-perceived satisfaction using the Patient Global Impression of Improvement (PGI-I) scale. Wilcoxon rank-sum test, Fisher's exact test and logistic regression were performed using stepwise method with a 0.15 entry and 0.1 stay criteria. (3) Results: 223 patients fulfilled the criteria for inclusion and 12 (5.4%) received salvage prostatectomy after radiation and 27 (12.1%) previous devices for stress incontinence. After ATOMS adjustment, 95 patients (42.6%) were dry and 36 (16.1%) had complications of any grade (grade I, n = 20; grade II, n = 11; grade III, n = 5) during the first 3 months postoperatively. At a mean of 36 ± 21 months follow-up, the device was explanted in 26 (11.7%) patients. Regarding self-perceived satisfaction with the implant, 105 of 125 patients (84%) considered themselves satisfied (PGI-I 1 to 3). In the univariate analysis, dryness was associated to younger age (p = 0.06), primary prostatectomy (p = 0.08), no previous incontinence surgery (p = 0.02), absence of overactive bladder symptoms (p = 0.04), absence of bladder neck stricture (p = 0.001), no need of surgical revision (p = 0.008) and lower baseline incontinence severity (p = 0.0003). Multivariate analysis identified absence of surgical revision (p = 0.018), absence of bladder neck stricture (p = 0.05), primary prostatectomy (p = 0.07) and lower baseline incontinence severity (p < 0.0001) were independent predictors of dryness. A logistic regression model was proposed and internally validated. (4) Conclusions: ATOMS is an efficacious and safe alternative to treat male incontinence after radical prostatectomy and adjuvant radiotherapy. Factors predictive of dryness are identified in this complex scenario to allow for better patient selection.
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Affiliation(s)
- Javier C Angulo
- Clinical Department, Faculty of Biomedical Science, Universidad Europea, Carretera de Toledo, Km 12.500, Getafe, 28905 Madrid, Spain
- Department of Urology, Hospital Universitario de Getafe, Carretera de Toledo, Km 12.500, Getafe, 28905 Madrid, Spain
| | - Carlos Téllez
- Clinical Department, Faculty of Biomedical Science, Universidad Europea, Carretera de Toledo, Km 12.500, Getafe, 28905 Madrid, Spain
- Department of Urology, Hospital Universitario de Getafe, Carretera de Toledo, Km 12.500, Getafe, 28905 Madrid, Spain
| | - Alessandro Giammò
- Department of Neuro-Urology, CTO/Spinal Cord Unit, AOU Città Della Salute e Della Scienza di Torino, Via Zuretti 24, 10126 Torino, Italy
| | - Carmen González-Enguita
- Department of Urology, Hospital Fundación Jiménez Díaz, Av. de Los Reyes Católicos, 2, 28040 Madrid, Spain
| | - Sandra Schoenburg
- Department of Urology and Kidney Transplantation, Martin Luther University, Ernst-Grube-Straße 40, 06120 Halle (Saale), Germany
| | - Fabian Queissert
- Department of Urology and Pediatric Urology, University Hospital Muenster, Albert-Schweitzer-Campus 1, 48149 Münster, Germany
| | - Juliusz Szczesniewski
- Department of Urology, Hospital Universitario de Getafe, Carretera de Toledo, Km 12.500, Getafe, 28905 Madrid, Spain
| | - Raquel González
- Department of Urology, Hospital Fundación Jiménez Díaz, Av. de Los Reyes Católicos, 2, 28040 Madrid, Spain
| | - Antonio Romero
- Department of Urology, Hospital Universitario Morales Meseguer, Avd. Marqués de Los Vélez s/n., 30008 Murcia, Spain
| | - Andreas Gonsior
- Klinik und Poliklinik für Urologie, University of Leipzig, Liebigstraße 20, 04103 Leipzig, Germany
| | - Francisco E Martins
- Department of Urology, Centro Hospitalar Universitário de Lisboa Norte, Hospital Santa María, Av. Prof. Egas Moniz MB, 1649-028 Lisboa, Portugal
| | - Tiago Antunes-Lopes
- Department of Urology, Centro Hospitalar São João and Faculty of Medicine of University Porto, Alameda Prof. Hernâni Monteiro, 4200-319 Porto, Portugal
- I3S Institute, R. Alfredo Allen 208, 4200-135 Porto, Portugal
| | - Francisco Cruz
- Department of Urology, Centro Hospitalar São João and Faculty of Medicine of University Porto, Alameda Prof. Hernâni Monteiro, 4200-319 Porto, Portugal
- I3S Institute, R. Alfredo Allen 208, 4200-135 Porto, Portugal
| | - Keith Rourke
- Department of Urology, Alberta University, Hospital Edmonton, 8440 112 St. NW, Edmonton, AB T6G 2B7, Canada
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5
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Queissert F, Huesch T, Kretschmer A, Kirschner-Hermanns R, Pottek T, Olianas R, Friedl A, Homberg R, Pfitzenmaier J, Naumann CM, Nyarangi-Dix J, Hofmann T, Rose A, Weidemann C, Wotzka C, Hübner W, Loertzer H, Abdunnur R, Grabbert M, Anding R, Bauer RM, Haferkamp A, Schrader AJ. Is the Standard Artificial Urinary Sphincter AMS 800 Still a Treatment Option for the Irradiated Male Patient Presenting with a Devastated Bladder Outlet? J Clin Med 2023; 12:4002. [PMID: 37373698 DOI: 10.3390/jcm12124002] [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: 02/20/2023] [Revised: 06/04/2023] [Accepted: 06/09/2023] [Indexed: 06/29/2023] Open
Abstract
BACKGROUND Circular urethral compression with an artificial sphincter allows control of voiding, even in patients with severe stress urinary incontinence, but it heightens the risk of urethral atrophy and erosion. This study of one of the largest populations of patients treated with radiotherapy investigates the additive effect of the post-radiogenic stricture of the membranous urethra/bladder neck on AMS 800 artificial urinary sphincter outcomes. METHODS In a retrospective multicenter cohort study, we analyzed patients fitted with an AMS 800, comparing those who had received radiotherapy with patients presenting a devastated bladder outlet (stricture of the membranous urethra/bladder neck). We determined the correlation between these groups of patients using both univariate and stepwise adjusted multivariate regression. The revision-free interval was estimated by a Kaplan-Meier plot and compared by applying the log-rank test. A p value below 0.05 was considered statistically significant. RESULTS Of the 123 irradiated patients we identified, 62 (50.4%) had undergone at least one prior desobstruction for bladder-neck/urethra stenosis. After a mean follow-up of 21 months, the latter tended to achieve social continence less frequently (25.7% vs. 35%; p = 0.08). Revision was required significantly more often for this group (43.1% vs. 26.3%; p = 0.05) due to urethral erosion in 18 of 25 cases. A stenosis recurred in five cases; desobstruction was performed in two cases, leading to erosion in both. Multivariate analysis revealed a significantly higher risk of revision when recurrent stenosis necessitated at least two prior desobstructions (HR 2.8; p = 0.003). CONCLUSIONS A devastated bladder outlet is associated with a lower proportion of men with social continence and a significantly higher need for revision compared with irradiated patients without a history of urethral stenosis. Alternative surgical procedures should be discussed beforehand, especially in cases of recurrent urethral stenosis.
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Affiliation(s)
- Fabian Queissert
- Department of Urology and Pediatric Urology, University Hospital Münster, 48149 Münster, Germany
| | - Tanja Huesch
- Department of Urology, University Medical Center of Johannes Gutenberg University, 55131 Mainz, Germany
| | - Alexander Kretschmer
- Department of Urology, Ludwig-Maximilians University, Campus Großhadern, 80539 Munich, Germany
| | | | - Tobias Pottek
- Department of Urology, Vivantes Hospital Am Urban, 10117 Berlin, Germany
| | - Roberto Olianas
- Department of Urology, Hospital Lüneburg, 21339 Lüneburg, Germany
| | - Alexander Friedl
- Department of Urology, Göttlicher Heiland Vienna, 1170 Vienna, Austria
| | - Roland Homberg
- Department of Urology and Pediatric Urology, St. Barbara Hospital Hamm, 59075 Hamm, Germany
| | - Jesco Pfitzenmaier
- Department of Urology, Evangelic Hospital Bethel, 42240 Bielefeld, Germany
| | - Carsten M Naumann
- Department of Urology and Pediatric Urology, St. Elisabeth Hospital, 56564 Neuwied, Germany
| | - Joanne Nyarangi-Dix
- Department of Urology and Pediatric Urology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Torben Hofmann
- Department of Urology, Diakonie Hospital Schwaebisch Hall, 74523 Schwaebisch Hall, Germany
| | - Achim Rose
- Department of Urology and Pediatric Urology, Helios Hospital Duisburg, 47166 Duisburg, Germany
| | - Christian Weidemann
- Department of Urology and Pediatric Urology, Catholic Hospital St. Johann Nepomuk, 99097 Erfurt, Germany
| | - Carola Wotzka
- Department of Urology, Diakonie Hospital Stuttgart, 70176 Stuttgart, Germany
| | - Wilhelm Hübner
- Department of Urology, Hospital Weinviertel Korneuburg, 2100 Korneuburg, Austria
| | - Hagen Loertzer
- Department of Urology and Pediatric Urology, Westpfalz Medical Center, 67655 Kaiserslautern, Germany
| | - Rudi Abdunnur
- Department of Urology, Helios Hospital Schwelm, 58332 Schwelm, Germany
| | - Markus Grabbert
- Department of Urology, University Hospital Freiburg, 79106 Freiburg, Germany
| | - Ralf Anding
- Department of Urology, University Hospital Basel, 4031 Basel, Switzerland
| | - Ricarda M Bauer
- Department of Urology, Ludwig-Maximilians University, Campus Großhadern, 80539 Munich, Germany
| | - Axel Haferkamp
- Department of Urology, University Medical Center of Johannes Gutenberg University, 55131 Mainz, Germany
| | - Andres J Schrader
- Department of Urology and Pediatric Urology, University Hospital Münster, 48149 Münster, Germany
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6
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Cubero L, García-Elcano L, Mylona E, Boue-Rafle A, Cozzarini C, Ubeira Gabellini MG, Rancati T, Fiorino C, de Crevoisier R, Acosta O, Pascau J. Deep learning-based segmentation of prostatic urethra on computed tomography scans for treatment planning. Phys Imaging Radiat Oncol 2023; 26:100431. [PMID: 37007914 PMCID: PMC10064422 DOI: 10.1016/j.phro.2023.100431] [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: 11/15/2022] [Revised: 03/08/2023] [Accepted: 03/14/2023] [Indexed: 04/04/2023] Open
Abstract
Background and purpose The intraprostatic urethra is an organ at risk in prostate cancer radiotherapy, but its segmentation in computed tomography (CT) is challenging. This work sought to: i) propose an automatic pipeline for intraprostatic urethra segmentation in CT, ii) analyze the dose to the urethra, iii) compare the predictions to magnetic resonance (MR) contours. Materials and methods First, we trained Deep Learning networks to segment the rectum, bladder, prostate, and seminal vesicles. Then, the proposed Deep Learning Urethra Segmentation model was trained with the bladder and prostate distance transforms and 44 labeled CT with visible catheters. The evaluation was performed on 11 datasets, calculating centerline distance (CLD) and percentage of centerline within 3.5 and 5 mm. We applied this method to a dataset of 32 patients treated with intensity-modulated radiation therapy (IMRT) to quantify the urethral dose. Finally, we compared predicted intraprostatic urethra contours to manual delineations in MR for 15 patients without catheter. Results A mean CLD of 1.6 ± 0.8 mm for the whole urethra and 1.7 ± 1.4, 1.5 ± 0.9, and 1.7 ± 0.9 mm for the top, middle, and bottom thirds were obtained in CT. On average, 94% and 97% of the segmented centerlines were within a 3.5 mm and 5 mm radius, respectively. In IMRT, the urethra received a higher dose than the overall prostate. We also found a slight deviation between the predicted and manual MR delineations. Conclusion A fully-automatic segmentation pipeline was validated to delineate the intraprostatic urethra in CT images.
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Affiliation(s)
- Lucía Cubero
- Departamento de Bioingeniería, Universidad Carlos III de Madrid, Madrid, Spain
- Université Rennes, CLCC Eugène Marquis, Inserm, LTSI - UMR 1099, F-35000 Rennes, France
| | - Laura García-Elcano
- Departamento de Bioingeniería, Universidad Carlos III de Madrid, Madrid, Spain
| | | | - Adrien Boue-Rafle
- Université Rennes, CLCC Eugène Marquis, Inserm, LTSI - UMR 1099, F-35000 Rennes, France
| | - Cesare Cozzarini
- Department of Radiation Oncology, San Raffaele Scientific Institute - IRCCS, Milan, Italy
| | | | - Tiziana Rancati
- Science Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Claudio Fiorino
- Department of Medical Physics, San Raffaele Scientific Institute - IRCCS, Milan, Italy
| | - Renaud de Crevoisier
- Université Rennes, CLCC Eugène Marquis, Inserm, LTSI - UMR 1099, F-35000 Rennes, France
| | - Oscar Acosta
- Université Rennes, CLCC Eugène Marquis, Inserm, LTSI - UMR 1099, F-35000 Rennes, France
| | - Javier Pascau
- Departamento de Bioingeniería, Universidad Carlos III de Madrid, Madrid, Spain
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Corresponding author at: Departamento de Bioingeniería, Universidad Carlos III de Madrid, Madrid, Spain.
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