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Boormans JL, Sylvester R, Anson-Cartwright L, Glicksman RM, Hamilton RJ, Hahn E, Daugaard G, Lauritsen J, Wagner T, Avuzzi B, Nicolai N, Del Muro XG, Aparicio J, Stalder O, Rothermundt C, Fischer S, Laguna MP. Prognostic Factor Risk Groups for Clinical Stage I Seminoma: An Individual Patient Data Analysis by the European Association of Urology Testicular Cancer Guidelines Panel and Guidelines Office. Eur Urol Oncol 2024; 7:537-543. [PMID: 37951820 DOI: 10.1016/j.euo.2023.10.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 09/28/2023] [Accepted: 10/18/2023] [Indexed: 11/14/2023]
Abstract
BACKGROUND The relapse rate in patients with clinical stage I (CSI) seminomatous germ cell tumor of the testis (SGCTT) who were undergoing surveillance after radical orchidectomy is 4-30%, depending on tumor size and rete testis invasion (RTI). However, the level of evidence supporting the use of both risk factors in clinical decision-making is low. OBJECTIVE We aimed to identify the most important prognostic factors for relapse in CSI SGCTT patients. DESIGN, SETTING, AND PARTICIPANTS Individual patient data for 1016 CSI SGCTT patients diagnosed between 1994 and 2019 with normal postorchidectomy serum tumor marker levels and undergoing surveillance were collected from nine institutions. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Multivariable Cox proportional hazard regression models were fit to identify the most important prognostic factors. The primary endpoint was the time to first relapse by imaging and/or markers. Relapse probabilities were estimated by the Kaplan-Meier method. RESULTS AND LIMITATIONS After a median follow-up of 7.7 yr, 149 (14.7%) patients had relapsed. Categorical tumor size (≤2, >2-5, and >5 cm), presence of RTI, and lymphovascular invasion were used to form three risk groups: low (56.4%), intermediate (41.3%), and high (2.3%) risks with 5-yr cumulative relapse probabilities of 8%, 20%, and 44%, respectively. The model outperformed the currently used model with tumor size ≤4 versus >4 cm and presence of RTI (Harrell's C index 0.65 vs 0.61). The low- and intermediate-risk groups were validated successfully in an independent cohort of 285 patients. CONCLUSIONS The risk of relapse after radical orchidectomy in CSI SGCTT patients under surveillance is low. We propose a new risk stratification model that outperformed the current model and identified a small subgroup with a high risk of relapse. PATIENT SUMMARY The risk of relapse after radical orchidectomy in patients with clinical stage I seminomatous germ cell tumor of the testis is low. We propose a new risk stratification model that outperformed the current model and identified a small subgroup with a high risk of relapse.
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Affiliation(s)
- Joost L Boormans
- Department of Urology, Erasmus University Medical Center, Rotterdam, The Netherlands.
| | - Richard Sylvester
- European Association of Urology Guidelines Office, Brussels, Belgium
| | - Lynn Anson-Cartwright
- Department of Surgery (Urology), Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | | | - Robert J Hamilton
- Department of Surgery (Urology), Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Ezra Hahn
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Gedske Daugaard
- Department of Oncology 5073, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Jakob Lauritsen
- Department of Oncology 5073, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Thomas Wagner
- Department of Oncology 5073, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Barbara Avuzzi
- Radiation Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Nicola Nicolai
- Urology Unit, Fondazione IRCCS Instituto Nazionale dei Tumori, Milan, Italy
| | - Xavier García Del Muro
- Department of Medical Oncology, Hospital Universitario y Politécnico La Fe, Valencia, Spain(1)
| | - Jorge Aparicio
- Department of Medical Oncology, Hospital Universitario y Politécnico La Fe, Valencia, Spain(1)
| | - Odile Stalder
- Clinical Trials Unit Bern, University of Bern, Bern, Switzerland
| | - Christian Rothermundt
- Department of Medical Oncology and Haematology, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
| | - Stefanie Fischer
- Department of Medical Oncology and Haematology, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
| | - M Pilar Laguna
- Department of Urology, Istanbul Medipol University, Istanbul, Turkey
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2
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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3
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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4
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Maggio A, Rancati T, Gatti M, Cante D, Avuzzi B, Bianconi C, Badenchini F, Farina B, Ferrari P, Giandini T, Girelli G, Landoni V, Magli A, Moretti E, Petrucci E, Salmoiraghi P, Sanguineti G, Villa E, Waskiewicz JM, Guarneri A, Valdagni R, Fiorino C, Cozzarini C. Quality of Life Longitudinal Evaluation in Prostate Cancer Patients from Radiotherapy Start to 5 Years after IMRT-IGRT. Curr Oncol 2024; 31:839-848. [PMID: 38392056 PMCID: PMC10887595 DOI: 10.3390/curroncol31020062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2023] [Revised: 01/22/2024] [Accepted: 01/30/2024] [Indexed: 02/24/2024] Open
Abstract
PURPOSE The purpose of this study is to study the evolution of quality of life (QoL) in the first 5 years following Intensity-modulated radiation therapy (IMRT) for prostate cancer (PCa) and to determine possible associations with clinical/treatment data. MATERIAL AND METHODS Patients were enrolled in a prospective multicentre observational trial in 2010-2014 and treated with conventional (74-80 Gy, 1.8-2 Gy/fr) or moderately hypofractionated IMRT (65-75.2 Gy, 2.2-2.7 Gy/fr). QoL was evaluated by means of EORTC QLQ-C30 at baseline, at radiation therapy (RT) end, and every 6 months up to 5 years after IMRT end. Fourteen QoL dimensions were investigated separately. The longitudinal evaluation of QoL was analysed by means of Analysis of variances (ANOVA) for multiple measures. RESULTS A total of 391 patients with complete sets of questionnaires across 5 years were available. The longitudinal analysis showed a trend toward the significant worsening of QoL at RT end for global health, physical and role functioning, fatigue, appetite loss, diarrhoea, and pain. QoL worsening was recovered within 6 months from RT end, with the only exception being physical functioning. Based on ANOVA, the most impaired time point was RT end. QoL dimension analysis at this time indicated that acute Grade ≥ 2 gastrointestinal (GI) toxicity significantly impacted global health, physical and role functioning, fatigue, appetite loss, diarrhoea, and pain. Acute Grade ≥ 2 genitourinary (GU) toxicity resulted in lower role functioning and higher pain. Prophylactic lymph-nodal irradiation (WPRT) resulted in significantly lower QoL for global health, fatigue, appetite loss, and diarrhoea; lower pain with the use of neoadjuvant/concomitant hormonal therapy; and lower fatigue with the use of an anti-androgen. CONCLUSIONS In this prospective, longitudinal, observational study, high radiation IMRT doses delivered for PCa led to a temporary worsening of QoL, which tended to be completely resolved at six months. Such transient worsening was mostly associated with acute GI/GU toxicity, WPRT, and higher prescription doses.
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Affiliation(s)
- Angelo Maggio
- Istituto di Candiolo-FPO, IRCCS, 10060 Candiolo, Italy; (M.G.); (A.G.)
| | - Tiziana Rancati
- Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, 20133 Milano, Italy; (T.R.); (B.A.); (F.B.); (T.G.); (R.V.)
| | - Marco Gatti
- Istituto di Candiolo-FPO, IRCCS, 10060 Candiolo, Italy; (M.G.); (A.G.)
| | - Domenico Cante
- Ospedale di Ivrea, A.S.L. TO4, 10015 Ivrea, Italy; (D.C.); (E.P.)
| | - Barbara Avuzzi
- Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, 20133 Milano, Italy; (T.R.); (B.A.); (F.B.); (T.G.); (R.V.)
| | - Cinzia Bianconi
- IRCCS Ospedale San Raffaele, 20132 Milano, Italy; (C.B.); (C.F.); (C.C.)
| | - Fabio Badenchini
- Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, 20133 Milano, Italy; (T.R.); (B.A.); (F.B.); (T.G.); (R.V.)
| | - Bruno Farina
- Ospedale degli Infermi, 13875 Biella, Italy; (B.F.); (G.G.)
| | - Paolo Ferrari
- Comprensorio Sanitario di Bolzano, 39100 Bolzano, Italy; (P.F.); (J.M.W.)
| | - Tommaso Giandini
- Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, 20133 Milano, Italy; (T.R.); (B.A.); (F.B.); (T.G.); (R.V.)
| | | | - Valeria Landoni
- IRCCS Istituto Tumori Regina Elena, 00144 Roma, Italy; (V.L.); (G.S.)
| | | | | | - Edoardo Petrucci
- Ospedale di Ivrea, A.S.L. TO4, 10015 Ivrea, Italy; (D.C.); (E.P.)
| | | | | | - Elisa Villa
- Cliniche Gavazzeni-Humanitas, 24121 Bergamo, Italy; (P.S.); (E.V.)
| | | | - Alessia Guarneri
- Istituto di Candiolo-FPO, IRCCS, 10060 Candiolo, Italy; (M.G.); (A.G.)
| | - Riccardo Valdagni
- Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, 20133 Milano, Italy; (T.R.); (B.A.); (F.B.); (T.G.); (R.V.)
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20122 Milano, Italy
| | - Claudio Fiorino
- IRCCS Ospedale San Raffaele, 20132 Milano, Italy; (C.B.); (C.F.); (C.C.)
| | - Cesare Cozzarini
- IRCCS Ospedale San Raffaele, 20132 Milano, Italy; (C.B.); (C.F.); (C.C.)
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5
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Spampinato S, Rancati T, Waskiewicz JM, Avuzzi B, Garibaldi E, Faiella A, Villa E, Magli A, Cante D, Girelli G, Gatti M, Noris Chiorda B, Rago L, Ferrari P, Piva C, Pavarini M, Valdagni R, Vavassori V, Munoz F, Sanguineti G, Di Muzio N, Kirchheiner K, Fiorino C, Cozzarini C. Patient-reported persistent symptoms after radiotherapy and association with quality of life for prostate cancer survivors. Acta Oncol 2023; 62:1440-1450. [PMID: 37801288 DOI: 10.1080/0284186x.2023.2259597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 09/11/2023] [Indexed: 10/07/2023]
Abstract
PURPOSE To evaluate the persistence of symptoms after radiotherapy (RT) for localised prostate cancer (PCa) and the association with quality of life (QOL). MATERIALS AND METHODS Prospective patient-reported outcome (PRO) from a multi-institutional study on PCa treated with radical RT (2010-2014) was analysed. Data was collected at baseline (BL) and follow-ups (FUPs) up to 5 years. Patients with BL and ≥3 late FUPs (≥6 months) were analysed. PRO was scored by means of the IPSS and ICIQ-SF (urinary), LENT-SOMA (gastrointestinal [GI]), and EORTC-C30 (pain, insomnia, fatigue, and QOL) questionnaires. Symptoms were defined 'persistent' if the median score over FUPs was ≥3 (urinary) or ≥2 (GI, pain, insomnia, and fatigue), and worse than BL. Different thresholds were chosen to have enough events for each symptom. QOL was linearly transformed on a continuous scale (0-100). Linear-mixed models were used to identify significant differences between groups with and without persistent symptoms including age, smoking status, previous abdominal surgery, and diabetes as confounders. Mean QOL differences between groups were evaluated longitudinally over FUPs. RESULTS The analysis included 293 patients. Persistent urinary symptoms ranged from 2% (straining) to 12% (weak stream, and nocturia). Gastrointestinal symptoms ranged from 7% (rectal pain, and incontinence) to 30% (urgency). Proportions of pain, insomnia, and fatigue were 6, 13, and 18%. Significant QOL differences of small-to-medium clinical relevance were found for urinary incontinence, frequency, urgency, and nocturia. Among GI symptoms, rectal pain and incontinence showed small-to-medium differences. Fatigue was associated with the largest differences. CONCLUSIONS The analysis showed that symptoms after RT for PCa occur with different persistence and their association with QOL varies in magnitude. A number of persistent urinary and GI symptoms showed differences in a comparable range. Urinary incontinence and frequency, rectal pain, and faecal incontinence more often had significant associations. Fatigue was also prevalent and associated with largely deteriorated QOL.
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Affiliation(s)
- Sofia Spampinato
- Danish Centre for Particle Therapy, Aarhus University Hospital, Aarhus, Denmark
| | - Tiziana Rancati
- Data Science, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Barbara Avuzzi
- Department of Radiation Oncology, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy
| | - Elisabetta Garibaldi
- Department of Radiotherapy, Ospedale Regionale Parini-AUSL Valle d'Aosta, Aosta, Italy
| | - Adriana Faiella
- Department of Radiotherapy, IRCCS Istituto Tumori 'Regina Elena', Rome, Italy
| | - Elisa Villa
- Department of Radiotherapy, Humanitas Gavazzeni, Bergamo, Italy
| | - Alessandro Magli
- Department of Radiotherapy, Azienda Ospedaliero Universitaria S. Maria della Misericordia, Udine, Italy
| | - Domenico Cante
- Department of Radiotherapy, ASL TO4 Ospedale di Ivrea, Ivrea, Italy
| | - Giuseppe Girelli
- Department of Radiotherapy, Ospedale degli Infermi, Biella, Italy
| | - Marco Gatti
- Department of Radiotherapy, Istituto di Candiolo - Fondazione del Piemonte per l'Oncologia IRCCS, Candiolo, Italy
| | - Barbara Noris Chiorda
- Department of Radiation Oncology, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy
| | - Luciana Rago
- Department of Radiotherapy, IRCCS CROB, Rionero in Vulture, Italy
| | - Paolo Ferrari
- Department of Health Physics, Provincial Hospital of Bolzano (SABES-ASDAA), Bolzano-Bozen, Italy; Lehrkrankenhaus der Paracelsus Medizinischen Privatuniversität
| | - Cristina Piva
- Department of Radiotherapy, ASL TO4 Ospedale di Ivrea, Ivrea, Italy
| | - Maddalena Pavarini
- Department of Medical Physics, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Riccardo Valdagni
- Department of Radiation Oncology, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy
| | | | - Fernando Munoz
- Department of Radiotherapy, Ospedale Regionale Parini-AUSL Valle d'Aosta, Aosta, Italy
| | - Giuseppe Sanguineti
- Department of Radiotherapy, IRCCS Istituto Tumori 'Regina Elena', Rome, Italy
| | - Nadia Di Muzio
- Department of Radiotherapy, San Raffaele Scientific Institute and Università Vita Salute San Raffaele, Milan, Italy
| | - Kathrin Kirchheiner
- Department of Radiation Oncology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Claudio Fiorino
- Department of Medical Physics, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Cesare Cozzarini
- Department of Radiotherapy, IRCCS San Raffaele Scientific Institute, Milan, Italy
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6
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Rancati T, Badenchini F, La Rocca E, Pisani F, Gioscio E, Possenti L, Avuzzi B, Chiorda BN, Giandini C, Colciago RR, De Santis MC, Iacovelli NA, Franceschini M, Giandini T, Cavallo A, Cicchetti A. The Microvascular Health Status Predicts Radio-Induced Acute Toxicities in Breast, Prostate and Head and Neck Cancer Patients. Int J Radiat Oncol Biol Phys 2023; 117:S32-S33. [PMID: 37784477 DOI: 10.1016/j.ijrobp.2023.06.297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) investigate the role of healthy/unhealthy microcirculation in predicting acute toxicity (tox) after breast (BC), prostate (PC) and Head & Neck (HNC) cancer RT. MATERIALS/METHODS We enrolled BC patients (pts) treated with hypofractionated-RT after conservative surgery (42.4 Gy + 10 Gy boost to tumor bed), PC pts receiving radical-RT (65 Gy / 25 fractions), HNC pts treated with conventional RT (54-70 Gy @ 1.8-2 Gy/fr) or moderately hypofractionation (56.1-69.96 Gy @ 1.7-2.12 Gy/fr). We assessed baseline sublingual-microvasculature (MV) health status before RT using a sidestream dark-field camera coupled to the GlycoCheck™ software. The system records videos showing the live movement of red blood cells (RBCs) in the microvessels. It computes 5 functional parameters: (a) perfused boundary region (PBR) estimating the penetration of RBCs into the permeable part of the endothelial glycocalyx (higher PBR values result from damaged glycocalyx, indicating impaired microcirculation); (b) density of capillaries (1/mm2); (c) blood flow in the recorded area (103 μm3/s/mm2); (d) recruitment capacity (quantifying the ability to recruit additional capillaries); (e) a global MV_HealthScore (MVHS), higher values indicate healthier MV. MVHS is computed by weighting information from the previous parameters. The computation of MVHS needs a prolonged video acquisition not reached by less compliant patients. Endpoint for this analysis was acute tox. We selected a clinically relevant tox endpoint for each cancer site: grade≥2 erythema (G2+E) for BC, any grade≥3 tox (G3Tox) for HNC and persistent grade≥1 tox simultaneously present in gastrointestinal and genitourinary domains (G1+GIGU) for PC. We used logistic regression to assess MV functional parameters' association with toxicity. RESULTS We evaluated 63 BC, 38 PC, 39 HNC pts. 77 (55%) had an evaluation for MVHS. 23/63 BC pts presented with G2+E, 12/38 PC pts with G1+GIGU, 12/39 HNC pts with G3Tox. Average MVHS was 3.6, 3.2, 2.7 in BC, HNC and PC, respectively (P>0.15). The MVHS associated with tox: healthy MV protects from tox (continuous, OR = 0.66 for 1 point increase, p = 0.01, AUC 0.69). Categorizing pts as low MVHS (<2.5), average MVHS (2.5-6.5) and high MVHA (>6.5), the observed toxicity rates in the 3 classes were 50%, 26%, 0% (p = 0.02). Also, a 3-variate model including the separated functional parameters predicted tox (AUC 0.67) on the 144 pts: higher PBR is a risk (OR = 7.6), higher capillary density protects (Logarithm, OR 0.002), higher blood flow is a risk (Logarithm, OR = 14.2). CONCLUSION These data suggest an interaction of compromised MV with repair mechanisms. The MVHS model predicts acute toxicity in BC/PC/HN pts proving (i) a quantitative relationship between MV state and radio-susceptibility and (ii) in an organ-agnostic way. The systemic functional information derived by the sublingual microscope could boost the personalization of predictive models and tailor them to the single-patient functional status. Funded by AIRC IG 21479.
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Affiliation(s)
- T Rancati
- Fondazione IRCCS Istituto Nazionale dei Tumori, Data Science Unit, Milan, Italy
| | - F Badenchini
- Fondazione IRCCS Istituto Nazionale dei Tumori, Unit of GenitoUrinary Oncology, Milan, Italy
| | - E La Rocca
- Department of Radiation Oncology, University of Verona Hospital Trust, Verona, Italy
| | - F Pisani
- Fondazione IRCCS Istituto Nazionale dei Tumori, Data Science Unit, Milan, Italy
| | - E Gioscio
- Fondazione IRCCS Istituto Nazionale dei Tumori, Data Science Unit, Milan, Italy
| | - L Possenti
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - B Avuzzi
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Radiation Oncology, Milan, Italy
| | - B Noris Chiorda
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Radiation Oncology, Milan, Italy
| | - C Giandini
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Radiation Oncology, Milan, Italy
| | - R R Colciago
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Radiation Oncology, Milan, Italy
| | - M C De Santis
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Radiation Oncology, Milan, Italy
| | - N A Iacovelli
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Radiation Oncology, Milan, Italy
| | - M Franceschini
- Fondazione IRCCS Istituto Nazionale dei Tumori, Department of Radiation Oncology, Milan, Italy
| | - T Giandini
- Fondazione IRCCS Istituto Nazionale dei Tumori, Division of Medical Physics, Milan, Italy
| | - A Cavallo
- Fondazione IRCCS Istituto Nazionale dei Tumori, Division of Medical Physics, Milan, Italy
| | - A Cicchetti
- Fondazione IRCCS Istituto Nazionale dei Tumori, Data Science Unit, Milan, Italy
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7
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Thulasi Seetha S, Garanzini E, Tenconi C, Marenghi C, Avuzzi B, Catanzaro M, Stagni S, Villa S, Chiorda BN, Badenchini F, Bertocchi E, Sanduleanu S, Pignoli E, Procopio G, Valdagni R, Rancati T, Nicolai N, Messina A. Stability of Multi-Parametric Prostate MRI Radiomic Features to Variations in Segmentation. J Pers Med 2023; 13:1172. [PMID: 37511785 PMCID: PMC10381192 DOI: 10.3390/jpm13071172] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 07/13/2023] [Accepted: 07/18/2023] [Indexed: 07/30/2023] Open
Abstract
Stability analysis remains a fundamental step in developing a successful imaging biomarker to personalize oncological strategies. This study proposes an in silico contour generation method for simulating segmentation variations to identify stable radiomic features. Ground-truth annotation provided for the whole prostate gland on the multi-parametric MRI sequences (T2w, ADC, and SUB-DCE) were perturbed to mimic segmentation differences observed among human annotators. In total, we generated 15 synthetic contours for a given image-segmentation pair. One thousand two hundred twenty-four unfiltered/filtered radiomic features were extracted applying Pyradiomics, followed by stability assessment using ICC(1,1). Stable features identified in the internal population were then compared with an external population to discover and report robust features. Finally, we also investigated the impact of a wide range of filtering strategies on the stability of features. The percentage of unfiltered (filtered) features that remained robust subjected to segmentation variations were T2w-36% (81%), ADC-36% (94%), and SUB-43% (93%). Our findings suggest that segmentation variations can significantly impact radiomic feature stability but can be mitigated by including pre-filtering strategies as part of the feature extraction pipeline.
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Affiliation(s)
- Sithin Thulasi Seetha
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (S.T.S.); (R.V.)
- Department of Precision Medicine, GROW—School for Oncology and Developmental Biology, Maastricht University, 6211 LK Maastricht, The Netherlands
| | - Enrico Garanzini
- Department of Radiology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (E.G.); (A.M.)
| | - Chiara Tenconi
- Department of Medical Physics, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy;
- Department of Oncology and Hematooncology, Università degli Studi di Milano, 20133 Milan, Italy
| | - Cristina Marenghi
- Unit of Genito-Urinary Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (C.M.); (F.B.); (E.B.); (G.P.)
| | - Barbara Avuzzi
- Department of Radiation Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (B.A.); (S.V.); (B.N.C.)
| | - Mario Catanzaro
- Department of Urology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (M.C.); (S.S.); (N.N.)
| | - Silvia Stagni
- Department of Urology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (M.C.); (S.S.); (N.N.)
| | - Sergio Villa
- Department of Radiation Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (B.A.); (S.V.); (B.N.C.)
| | - Barbara Noris Chiorda
- Department of Radiation Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (B.A.); (S.V.); (B.N.C.)
| | - Fabio Badenchini
- Unit of Genito-Urinary Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (C.M.); (F.B.); (E.B.); (G.P.)
| | - Elena Bertocchi
- Unit of Genito-Urinary Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (C.M.); (F.B.); (E.B.); (G.P.)
| | - Sebastian Sanduleanu
- Department of Precision Medicine, GROW—School for Oncology and Developmental Biology, Maastricht University, 6211 LK Maastricht, The Netherlands
| | - Emanuele Pignoli
- Department of Medical Physics, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy;
| | - Giuseppe Procopio
- Unit of Genito-Urinary Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (C.M.); (F.B.); (E.B.); (G.P.)
| | - Riccardo Valdagni
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (S.T.S.); (R.V.)
- Department of Oncology and Hematooncology, Università degli Studi di Milano, 20133 Milan, Italy
| | - Tiziana Rancati
- Data Science Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy
| | - Nicola Nicolai
- Department of Urology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (M.C.); (S.S.); (N.N.)
| | - Antonella Messina
- Department of Radiology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (E.G.); (A.M.)
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Cicchetti A, Fiorino C, Ebert MA, Iacovacci J, Kennedy A, Joseph DJ, Denham JW, Vavassori V, Fellin G, Cozzarini C, Degli Esposti C, Gabriele P, Munoz F, Avuzzi B, Valdagni R, Rancati T. Validation of prediction models for radiation-induced late rectal bleeding: evidence from a large pooled population of prostate cancer patients. Radiother Oncol 2023; 183:109628. [PMID: 36934896 DOI: 10.1016/j.radonc.2023.109628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 02/03/2023] [Accepted: 03/10/2023] [Indexed: 03/19/2023]
Abstract
PURPOSE To validate published models for the risk estimate of grade≥1 (G1+), grade≥2 (G2+) and grade=3 (G3) late rectal bleeding (LRB) after radical radiotherapy for prostate cancer in a large pooled population from three prospective trials. MATERIALS AND METHODS The external validation population included patients from Europe, and Oceanian centres enrolled between 2003 and 2014. Patients received 3DCRT or IMRT at doses between 66-80 Gy. IMRT was administered with conventional or hypofractionated schemes (2.35-2.65 Gy/fr). LRB was prospectively scored using patient-reported questionnaires (LENT/SOMA scale) with a 3-year follow-up. All Normal Tissue Complication Probability (NTCP) models published until 2021 based on the Equivalent Uniform Dose (EUD) from the rectal Dose Volume Histogram (DVH) were considered for validation. Model performance in validation was evaluated through calibration and discrimination. RESULTS Sixteen NTCP models were tested on data from 1633 patients. G1+ LRB was scored in 465 patients (28.5%), G2+ in 255 patients (15.6%) and G3 in 112 patients (6.8%). The best performances for G2+ and G3 LRB highlighted the importance of the medium-high doses to the rectum (volume parameters n=0.24 and n=0.18, respectively). Good performance was seen for models of severe LRB. Moreover, a multivariate model with two clinical factors found the best calibration slope. CONCLUSION Five published NTCP models developed on non-contemporary cohorts were able to predict a relative increase in the toxicity response in a more recent validation population. Compared to QUANTEC findings, dosimetric results pointed toward mid-high doses of rectal DVH. The external validation cohort confirmed abdominal surgery and cardiovascular diseases as risk factors.
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Affiliation(s)
- Alessandro Cicchetti
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
| | - Claudio Fiorino
- Medical Physics, San Raffaele Scientific Institute, Milan, Italy
| | - Martin A Ebert
- University of Western Australia, Perth, Western Australia; Radiation Oncology, Sir Charles Gairdner Hospital, Perth, Western Australia; 5D Clinics, Claremont, Western Australia
| | - Jacopo Iacovacci
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Angel Kennedy
- Radiation Oncology, Sir Charles Gairdner Hospital, Perth, Western Australia
| | - David J Joseph
- University of Western Australia, Perth, Western Australia; 5D Clinics, Claremont, Western Australia; GenesisCare, Perth, Western Australia
| | - James W Denham
- School of Medicine and Public Health, University of Newcastle, New South Wales, Australia
| | | | - Gianni Fellin
- Radiation Oncology, Ospedale Santa Chiara, Trento, Italy
| | - Cesare Cozzarini
- Radiation Oncology, San Raffaele Scientific Institute, Milan, Italy
| | | | - Pietro Gabriele
- Radiation Oncology, Istituto di Candiolo- Fondazione del Piemonte per l'Oncologia IRCCS, Torino, Italy
| | - Fernando Munoz
- Radiation Oncology, Azienda Ospedaliera di Aosta, Aosta, Italy
| | - Barbara Avuzzi
- Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Riccardo Valdagni
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Oncology and Hemato-Oncology, Università degli Studi,Milano, Italy
| | - Tiziana Rancati
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
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9
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Boormans J, Sylvester RJ, Anson-Cartwright L, Glicksman R, Hamilton RJ, Daugaard G, Lauritsen J, Wagner T, Avuzzi B, Nicolai N, Aparicio J, Garcia del Muro X, Laguna P. European Association of Urology (EAU) Testicular Cancer Guidelines Panel: A new prognostic factor risk group classification for patients with clinical stage 1 seminoma in active surveillance. J Clin Oncol 2023. [DOI: 10.1200/jco.2023.41.6_suppl.410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023] Open
Abstract
410 Background: Between 4%- 30% of patients with clinical stage 1 (CS I) seminoma testis (ST) in active surveillance (AS) relapse depending on pathological risk factors tumor size (TS) and rete testis invasion (RTI). The level of evidence supporting these pathological risk factors in clinical decision-making is low due to heterogeneous study design and reporting and the difficulty to analyze patient subgroups according to combination of these factors. The objectives of the present study were to identify the most important pathological prognostic factors predicting relapse in CS I seminoma patients with normal post-orchidectomy serum tumor marker (STM) levels in AS and to construct risk-groups for guiding treatment decision-making and follow-up. Methods: Individual patient data from 1016 CS I-ST patients diagnosed between February 1994 and January 2019 in AS were collected from 9 institutions. Central pathology review was not routinely performed in all institutions; therefore, pagetoid and stromal RTI were not differentiated explicitly in most cases. Assessing patient age, pre-orchidectomy STM b-human chorionic gonadotropin and lactate dehydrogenase, pathological TS, RTI, lympho-vascular invasion (LVI), multi-focality, and GCNIS, multivariable Cox proportional hazards regression models were fit to identify the most important prognostic factors for the time to first relapse by imaging and/or markers (primary endpoint). Probabilities of relapse were estimated using Kaplan-Meier curves. Results: After median follow-up of 7.7 years, 149 (14.7%) patients relapsed, 104 identified by imaging alone, 44 by imaging with elevated STMs and 1 by elevated STMs alone. Excluding 18 patients with unknown LVI from the multivariable analyses, TS (≤ 2 cm, between 2 and 5 cm, > 5 cm), presence of RTI and presence of LVI were used to form three risk groups: very low, low and high-risk (Table). Five-years probability of relapse varied from 8% in the very low risk-group to 44% in the high risk-group. The new model outperformed the current model with TS < 4cm vs ≥ 4 and RTI (Harrell's C index 0.65 vs 0.61) and identifies a subgroup of patients with a higher risk of relapse. Conclusions: The new risk-group stratification for CS I -ST patients in AS outperforms the histopathological model based on TS and RTI. It will serve to better inform patients on the risk of relapse during follow-up after orchidectomy but requires an independent validation. [Table: see text]
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Affiliation(s)
| | | | | | | | | | - Gedske Daugaard
- University Hospital of Copenhagen, Rigshospitalet, Copenhagen, Denmark
| | | | - Thomas Wagner
- Department of Oncology, Rigshospitalet, Copenhagen, Denmark
| | - Barbara Avuzzi
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Nicola Nicolai
- Urology Unit - Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Jorge Aparicio
- Hospital Universitario y Politecnico La Fe, Valencia, Spain
| | | | - Pilar Laguna
- Istanbul Medipol University, Dept urology, Istanbul, Turkey
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10
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Heumann P, Aguado-Barrera ME, Avuzzi B, Azria D, Briers E, Bultijnck R, Choudhury A, De Ruysscher D, Farcy-Jacquet MP, Fonteyne V, Gómez Caamaño A, Helmbold I, Johnson K, Kerns SL, Lambrecht M, Lingard Z, Rancati T, Rosenstein BS, Sperk E, Paul Symonds R, Talbot C, Valdagni R, Vega A, Veldeman L, Ward T, Webb A, West CM, Chang-Claude J, Seibold P. Comparing symptom reporting by prostate cancer patients and healthcare professionals in the international multicentre REQUITE study. Radiother Oncol 2023; 178:109426. [PMID: 36442608 DOI: 10.1016/j.radonc.2022.11.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 11/18/2022] [Accepted: 11/20/2022] [Indexed: 11/27/2022]
Abstract
INTRODUCTION Previous studies showed that healthcare professionals and patients had only moderate to low agreement on their assessment of treatment-related symptoms. We aimed to determine the levels of agreement in a large cohort of prostate cancer patients. METHODS Analyses were made of data from 1,756 prostate cancer patients treated with external beam radiotherapy (RT) and/or brachytherapy in Europe and the USA and recruited into the prospective multicentre observational REQUITE study. Eleven pelvic symptoms at the end of RT were compared after translating patient-reported outcomes (PROs) into CTCAE-based healthcare professional ratings. Gwet's AC2 agreement coefficient and 95% confidence intervals were calculated for each symptom. To compare severity of grading between patients and healthcare professionals, percent agreement and deviations for each symptom were graphically depicted. Stratified and sensitivity analyses were conducted to identify potential influencing factors and to assess heterogeneity and robustness of results. RESULTS The agreement for the 11 pelvic symptoms varied from very good (AC2 > 0.8: haematuria, rectal bleeding, management of sphincter control) to poor agreement (AC2 ≤ 0.2: proctitis and urinary urgency). Fatigue had a negative impact on the agreement. Patients tended to grade symptoms more severely than healthcare professionals. Information on sexual dysfunction was missing more frequently in healthcare professional assessment than PROs. CONCLUSION Agreement was better for observable than subjective symptoms, with patients usually grading symptoms more severely than healthcare professionals. Our findings emphasize that PROs should complement symptom assessment by healthcare professionals and be taken into consideration for clinical decision-making to incorporate the patient perspective.
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Affiliation(s)
- Philipp Heumann
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, Heidelberg, Germany.
| | - Miguel E Aguado-Barrera
- Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain; Fundación Pública Galega de Medicina Xenómica (FPGMX), Santiago de Compostela, Spain.
| | - Barbara Avuzzi
- Department of Radiation Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
| | - David Azria
- Federation Universitaire d'Oncologie Radiothérapie d'Occitanie Méditerranée, Univ Montpellier, INSERM U1194 IRCM, Institut du Cancer Montpellier (ICM), Montpellier, France.
| | | | - Renée Bultijnck
- Ghent University Hospital, Belgium; Ghent University, Ghent, Belgium.
| | | | | | - Marie-Pierre Farcy-Jacquet
- Federation Universitaire d'Oncologie Radiothérapie d'Occitanie Méditerranée, Institut du Cancer Du Gard (ICG), CHU Carémeau, Nîmes, France.
| | - Valérie Fonteyne
- Ghent University Hospital, Belgium; Ghent University, Ghent, Belgium.
| | - Antonio Gómez Caamaño
- Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain; Department of Radiation Oncology, Complexo Hospitalario Universitario de Santiago, SERGAS, Santiago de Compostela, Spain.
| | - Irmgard Helmbold
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, Heidelberg, Germany.
| | - Kerstie Johnson
- Department of Genetics & Cancer Sciences, University of Leicester, UK.
| | | | | | - Zoe Lingard
- University of Manchester, Christie Hospital, Manchester, UK.
| | - Tiziana Rancati
- Data Science Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
| | - Barry S Rosenstein
- The Department of Radiation Oncology and the Department of Genetics & Genomic Sciences, Icahn School of Medicine, New York, USA.
| | - Elena Sperk
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany.
| | - R Paul Symonds
- Department of Genetics & Cancer Sciences, University of Leicester, UK.
| | | | - Riccardo Valdagni
- Department of Radiation Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy.
| | - Ana Vega
- Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain; Fundación Pública Galega de Medicina Xenómica (FPGMX), Santiago de Compostela, Spain; Biomedical Network on Rare Diseases (CIBERER), Spain.
| | - Liv Veldeman
- Ghent University Hospital, Belgium; Ghent University, Ghent, Belgium.
| | | | - Adam Webb
- Department of Genetics & Cancer Sciences, University of Leicester, UK.
| | | | - Jenny Chang-Claude
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, Heidelberg, Germany; University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Germany.
| | - Petra Seibold
- German Cancer Research Center (DKFZ), Division of Cancer Epidemiology, Heidelberg, Germany.
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Perreira S, Avuzzi B, Duclos M, Berthel E, Chiorda BN, Badenchini F, Andreoli L, La Rocca E, Giandini T, Cicchetti A, Valdagni R, Rancati T. HIGH-PERFORMANCE CELLULAR RADIOSENSITIVITY ASSAY COMBINED TO A POLYGENIC SCORE TO PREDICT LATE POST RADIOTHERAPY OVERREACTION IN CANCER PROSTATE PATIENTS: A PROOF OF CONCEPT. Phys Med 2022. [DOI: 10.1016/s1120-1797(22)02275-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
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McWilliam A, Kerns S, Marshall D, Azria D, Farcy-Jacquet M, Chang-Claude J, Choudhury A, Dunning A, Lambrecht M, Avuzzi B, de Ruysscher D, Seibold P, Sperk E, Talbot C, Vega A, Veldeman L, Webb A, Rancati T, Rosenstein B, West C. Prostate Cancer Patients with a High Polygenic Risk of Rheumatoid Arthritis have Increased Radiotherapy Toxicity. Int J Radiat Oncol Biol Phys 2022. [DOI: 10.1016/j.ijrobp.2022.07.451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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13
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Joseph N, Cicchetti A, McWilliam A, Webb A, Seibold P, Fiorino C, Cozzarini C, Veldeman L, Bultijnck R, Fonteyne V, Talbot CJ, Symonds PR, Johnson K, Rattay T, Lambrecht M, Haustermans K, De Meerleer G, Elliott RM, Sperk E, Herskind C, Veldwijk M, Avuzzi B, Giandini T, Valdagni R, Azria D, Jacquet MPF, Charissoux M, Vega A, Aguado-Barrera ME, Gómez-Caamaño A, Franco P, Garibaldi E, Girelli G, Iotti C, Vavassori V, Chang-Claude J, West CML, Rancati T, Choudhury A. High weekly integral dose and larger fraction size increase risk of fatigue and worsening of functional outcomes following radiotherapy for localized prostate cancer. Front Oncol 2022; 12:937934. [PMID: 36387203 PMCID: PMC9645430 DOI: 10.3389/fonc.2022.937934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 09/28/2022] [Indexed: 11/27/2022] Open
Abstract
Introduction We hypothesized that increasing the pelvic integral dose (ID) and a higher dose per fraction correlate with worsening fatigue and functional outcomes in localized prostate cancer (PCa) patients treated with external beam radiotherapy (EBRT). Methods The study design was a retrospective analysis of two prospective observational cohorts, REQUITE (development, n=543) and DUE-01 (validation, n=228). Data were available for comorbidities, medication, androgen deprivation therapy, previous surgeries, smoking, age, and body mass index. The ID was calculated as the product of the mean body dose and body volume. The weekly ID accounted for differences in fractionation. The worsening (end of radiotherapy versus baseline) of European Organisation for Research and Treatment of Cancer EORTC) Quality of Life Questionnaire (QLQ)-C30 scores in physical/role/social functioning and fatigue symptom scales were evaluated, and two outcome measures were defined as worsening in ≥2 (WS2) or ≥3 (WS3) scales, respectively. The weekly ID and clinical risk factors were tested in multivariable logistic regression analysis. Results In REQUITE, WS2 was seen in 28% and WS3 in 16% of patients. The median weekly ID was 13.1 L·Gy/week [interquartile (IQ) range 10.2-19.3]. The weekly ID, diabetes, the use of intensity-modulated radiotherapy, and the dose per fraction were significantly associated with WS2 [AUC (area under the receiver operating characteristics curve) =0.59; 95% CI 0.55-0.63] and WS3 (AUC=0.60; 95% CI 0.55-0.64). The prevalence of WS2 (15.3%) and WS3 (6.1%) was lower in DUE-01, but the median weekly ID was higher (15.8 L·Gy/week; IQ range 13.2-19.3). The model for WS2 was validated with reduced discrimination (AUC=0.52 95% CI 0.47-0.61), The AUC for WS3 was 0.58. Conclusion Increasing the weekly ID and the dose per fraction lead to the worsening of fatigue and functional outcomes in patients with localized PCa treated with EBRT.
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Affiliation(s)
- Nuradh Joseph
- Department of Clinical Oncology, District General Hambantota, Hambantota, Sri Lanka
- Sri Lanka Cancer Research Group, Sri Lanka College of Oncologists, Maharagama, Sri Lanka
| | - Alessandro Cicchetti
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Hambantota, Italy
| | - Alan McWilliam
- Department of Medical Physics, University of Manchester, Manchester, United Kingdom
| | - Adam Webb
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
| | - Petra Seibold
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Claudio Fiorino
- Department of Medical Physics, San Raffaele Scientific Institute - IRCCS, Milan, Italy
| | - Cesare Cozzarini
- Department of Radiation Oncology, San Raffaele Scientific Institute - IRCCS, Milan, Italy
| | - Liv Veldeman
- Department of Human Structure and Repair, Ghent University, Ghent, Belgium
- Department of Radiation Oncology, Ghent University Hospital, Ghent, Belgium
| | - Renée Bultijnck
- Department of Human Structure and Repair, Ghent University, Ghent, Belgium
- Department of Radiation Oncology, Ghent University Hospital, Ghent, Belgium
| | - Valérie Fonteyne
- Department of Human Structure and Repair, Ghent University, Ghent, Belgium
- Department of Radiation Oncology, Ghent University Hospital, Ghent, Belgium
| | - Christopher J. Talbot
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
| | - Paul R. Symonds
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
| | - Kerstie Johnson
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
| | - Tim Rattay
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
| | - Maarten Lambrecht
- Department of Radiation Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Karin Haustermans
- Department of Radiation Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Gert De Meerleer
- Department of Radiation Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Rebecca M. Elliott
- Translational Radiobiology Group, Division of Cancer Sciences, University of Manchester, and The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Elena Sperk
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Carsten Herskind
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Marlon Veldwijk
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Barbara Avuzzi
- Department of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Tommaso Giandini
- Department of Medical Physics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Riccardo Valdagni
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Hambantota, Italy
- Department of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
- Department of Oncology and Haemato-Oncology, University of Milan, Milan, Italy
| | - David Azria
- Department of Radiation Oncology, University Federation of Radiation Oncology, Montpellier Cancer Institute, Univ Montpellier MUSE, Grant INCa_Inserm_DGOS_12553, Inserm U1194, Montpellier, France
| | | | - Marie Charissoux
- University Federation of Radiation Oncology of Mediterranean Occitanie, ICM Montpellier, Univ Montpellier, Montpellier, France
| | - Ana Vega
- Fundación Pública Galega de Medicina Xenómica, Grupo de Medicina Xenómica (USC), Santiago de Compostela, Spain
- Instituto de Investigación Sanitaria de Santiago de Compostela, Santiago de Compostela, Spain
- Biomedical Network on Rare Diseases (CIBERER), Madrid, Spain
| | - Miguel E. Aguado-Barrera
- Fundación Pública Galega de Medicina Xenómica, Grupo de Medicina Xenómica (USC), Santiago de Compostela, Spain
- Instituto de Investigación Sanitaria de Santiago de Compostela, Santiago de Compostela, Spain
| | - Antonio Gómez-Caamaño
- Instituto de Investigación Sanitaria de Santiago de Compostela, Santiago de Compostela, Spain
- Department of Radiation Oncology, Complejo Hospitalario Universitario de Santiago, SERGAS, Santiago de Compostela, Spain
| | - Pierfrancesco Franco
- Department of Radiation Oncology, Ospedale Regionale U. Parini-AUSL Valle d’Aosta, Aosta, Italy
| | - Elisabetta Garibaldi
- Department of Radiation Oncology, Istituto di Candiolo - Fondazione del Piemonte per l’Oncologia IRCCS, Candiolo, Italy
| | | | - Cinzia Iotti
- Department of Radiation Oncology, Azienda USL – IRCCS di Reggio Emilia, Emilia-Romagna, Italy
| | | | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Catharine M. L. West
- Translational Radiobiology Group, Division of Cancer Sciences, University of Manchester, and The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Tiziana Rancati
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Hambantota, Italy
| | - Ananya Choudhury
- Translational Radiobiology Group, Division of Cancer Sciences, University of Manchester, and The Christie NHS Foundation Trust, Manchester, United Kingdom
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Nicolai N, Nazzani S, Tesone A, Macchi A, Piva L, Salvioni R, Stagni S, Torelli T, Agostini E, Celso F, Giannatempo P, Procopio G, Avuzzi B, Lanocita R, Cattaneo L, Catanzaro M, Biasoni D. Retroperitoneal lymph-node dissection (RPLND) as upfront management in stage II germ-cell tumours: evaluation of safety and efficacy. Tumori 2022:3008916221112697. [PMID: 35915559 PMCID: PMC10363949 DOI: 10.1177/03008916221112697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
INTRODUCTION Patients with stage II germ-cell tumours (GCT) usually undergo radiotherapy (seminoma only) or chemotherapy. Both strategies display a recognised risk of long-term side effects. We evaluated retroperitoneal lymph node dissection (RPLND) as exclusive treatment in stage II GCT. METHODS Between 2008 and 2019 included, 66 selected stage II GCT patients underwent primary open (O-) or laparoscopic (L-)RPLND. Type of procedure and extent of dissection, operative time, node rescue, hospital stay, complications (according to Clavien-Dindo), administration of chemotherapy, relapse and site of relapse were evaluated. RESULTS Five patients had pure testicular seminoma. Nineteen (28.8%) had raised markers prior to RPLND; 48 (72.7%), 16 (24.2%) and two (3.0%) were stage IIA, IIB and IIC, respectively. O-RPLND and unilateral L-RPLND were 36 and 30 respectively. Six stage II A patients (12.5%) had negative nodes. Four patients underwent immediate adjuvant chemotherapy. One patient was lost at follow-up. After a median follow-up of 29 months, 48 (77.4%) of the 62 patients undergoing RPLND alone remained recurrence-free; one patient had an in-field recurrence following a bilateral dissection. According to procedure, number of rescued nodes (O-RPLND: 25. IQR 21-31; L-RPLND: 20, IQR 15-26; p: 0.001), hospital stay (L-RPLND: 3 days, IQR 3-4; O-RPLND: 6 days, IQR 5-8; p: .001) and grade ≥2 complications (L-RPLND 7%, O-RPLND 22%; p: 0.1) were the only significant differences. CONCLUSION Primary RPLND is safe in stage II GCT, including seminoma, and may warrant a cure rate greater than 70%. When feasible, L-RPLND may be as effective as O-RPLND with better tolerability.
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Affiliation(s)
- Nicola Nicolai
- Testis Surgery Unit, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy.,Urology Unit, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
| | | | - Antonio Tesone
- Urology Unit, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
| | - Alberto Macchi
- Urology Unit, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
| | - Luigi Piva
- Urology Unit, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
| | - Roberto Salvioni
- Urology Unit, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
| | - Silvia Stagni
- Urology Unit, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
| | - Tullio Torelli
- Urology Unit, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
| | - Edoardo Agostini
- Urology Unit, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
| | - Francesco Celso
- Urology Unit, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
| | - Patrizia Giannatempo
- Medical Oncology Dept, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
| | - Giuseppe Procopio
- Medical Oncology Dept, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
| | - Barbara Avuzzi
- Radiation Oncology Dept, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
| | - Rodolfo Lanocita
- Radiology Department, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
| | - Laura Cattaneo
- Pathology Department, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
| | - Mario Catanzaro
- Urology Unit, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
| | - Davide Biasoni
- Urology Unit, Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy
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15
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Faiella A, Gebbia A, Villa E, Waskiewicz J, Magli A, Avuzzi B, Garibaldi E, Cante D, Girelli G, Gatti M, Ferella L, Noris Chiorda B, Rago L, Ferrari P, Bresolin A, Piva C, Badenchini F, Rancati T, Valdagni R, Vavassori V, Munoz F, Sanguineti G, Di Muzio N, Fiorino C, Cozzarini C. PD-0414 Trend over time of patient-reported QoL domains after pelvic nodal irradiation for prostate cancer. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)02849-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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16
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Gebbia A, Munoz F, Magli A, Cante D, Garibaldi E, Noris Chiorda B, Girelli G, Villa E, Faiella A, Waskiewicz J, Avuzzi B, Pastorino A, Moretti E, Rago L, Bresolin A, Bianconi C, Badenchini F, Rancati T, Valdagni R, Vavassori V, Gatti M, Sanguineti G, Di Muzio N, Fiorino C, Cozzarini C. PD-0415 Pelvic RT in prostate cancer: late intestinal toxicity is modulated by severity of acute symptoms. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)02850-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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17
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Thulasi Seetha S, Garanzini E, Messina A, Tenconi C, Marenghi C, Avuzzi B, Catanzaro M, Stagni S, Villa S, Noris Chiorda B, Badenchini F, Panchakumar J, Bertocchi E, Pignoli E, Valdagni R, Casale A, Nicolai N, Rancati T. PO-1595 Automated stability study on mpMRI prostate radiomics features to variations in segmentation. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)03559-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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18
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Rancati T, Gioscio E, Cicchetti A, Rosenstein B, Seibold P, Avuzzi B, Azria D, Choudhury A, De Ruysscher D, Dunning A, Elliott R, Kerns S, Lambrecht M, Sperk E, Symonds P, Talbot C, Vega A, Veldeman L, Valdagni R, Webb A, Chang-Claude J, West C. MO-0557 Estimates of α/β ratios for individual late urinary toxicity endpoints: analysis of a cohort trial. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)02391-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Olivieri M, Cozzarini C, Magli A, Cante D, Noris Chiorda B, Munoz F, Faiella A, Olivetta E, Signor M, Piva C, Avuzzi B, Ferella L, Pastorino A, Garibaldi E, Gatti M, Rago L, Statuto T, Broggi S, Fodor A, Deantoni C, Rancati T, Sanguineti G, Valdagni R, Di Muzio N, Fiorino C. OC-0457 Modeling outcome after salvage post-prostatectomy radiotherapy: impact of pelvic nodes irradiation. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)02593-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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20
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Kerns SL, Amidon Morlang A, Lee SM, Peterson DR, Marples B, Zhang H, Bylund K, Rosenzweig D, Hall W, De Ruyck K, Rosenstein BS, Stock RG, Gómez-Caamaño A, Vega A, Sosa-Fajardo P, Taboada-Valladares B, Aguado-Barrera ME, Parker C, Veldeman L, Fonteyne V, Bultijnck R, Talbot CJ, Symonds RP, Johnson K, Rattay T, Webb A, Lambrecht M, de Ruysscher D, Vanneste B, Choudhury A, Elliott RM, Sperk E, Herskind C, Veldwijk MR, Rancati T, Avuzzi B, Valdagni R, Azria D, Farcy Jacquet MP, Chang-Claude J, Seibold P, West C, Janelsins M, Chen Y, Messing E, Morrow G. Use of angiotensin converting enzyme inhibitors is associated with reduced risk of late bladder toxicity following radiotherapy for prostate cancer. Radiother Oncol 2022; 168:75-82. [PMID: 35077710 PMCID: PMC8986577 DOI: 10.1016/j.radonc.2022.01.014] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 01/10/2022] [Accepted: 01/12/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND PURPOSE Genome-wide association studies (GWAS) of late hematuria following prostate cancer radiotherapy identified single nucleotide polymorphisms (SNPs) near AGT, encoding angiotensinogen. We tested the hypothesis that patients taking angiotensin converting enzyme inhibitors (ACEi) have a reduced risk of late hematuria. We additionally tested genetically-defined hypertension. MATERIALS AND METHODS Prostate cancer patients undergoing potentially-curative radiotherapy were enrolled onto two multi-center observational studies, URWCI (N = 256) and REQUITE (N = 1,437). Patients were assessed pre-radiotherapy and followed prospectively for development of toxicity for up to four years. The cumulative probability of hematuria was estimated by the Kaplan-Meier method. Multivariable grouped relative risk models assessed the effect of ACEi on time to hematuria adjusting for clinical factors and stratified by enrollment site. A polygenic risk score (PRS) for blood pressure was tested for association with hematuria in REQUITE and our Radiogenomics Consortium GWAS. RESULTS Patients taking ACEi during radiotherapy had a reduced risk of hematuria (HR 0.51, 95%CI 0.28 to 0.94, p = 0.030) after adjusting for prior transurethral prostate and/or bladder resection, heart disease, pelvic node radiotherapy, and bladder volume receiving 70 Gy, which are associated with hematuria. A blood pressure PRS was associated with hypertension (odds ratio per standard deviation 1.38, 95%CI 1.31 to 1.46, n = 5,288, p < 0.001) but not hematuria (HR per standard deviation 0.96, 95%CI 0.87 to 1.06, n = 5,126, p = 0.41). CONCLUSIONS Our study is the first to show a radioprotective effect of ACEi on bladder in an international, multi-site study of patients receiving pelvic radiotherapy. Mechanistic studies are needed to understand how targeting the angiotensin pathway protects the bladder.
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Affiliation(s)
- Sarah L Kerns
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, United States.
| | - Ashley Amidon Morlang
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, United States
| | - Sharon M Lee
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, United States
| | - Derick R Peterson
- Department of Biostatistics and Computational Biology, University of Rochester Medical Center, Rochester, United States
| | - Brian Marples
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, United States
| | - Hong Zhang
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, United States
| | - Kevin Bylund
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, United States
| | - Doug Rosenzweig
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, United States
| | - William Hall
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, United States
| | - Kim De Ruyck
- Department of Radiation Oncology, Ghent University Hospital and Department of Human Structure and Repair, Ghent University, Ghent, Belgium
| | - Barry S Rosenstein
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, United States; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Richard G Stock
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Antonio Gómez-Caamaño
- Department of Radiation Oncology, Complexo Hospitalario Universitario de Santiago, SERGAS, Santiago de Compostela, Spain; Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Ana Vega
- Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain; Fundación Pública Galega de Medicina Xenómica-Servizo Galego de Saude (SERGAS), Santiago de Compostela, Spain; Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Santiago de Compostela, Spain
| | - Paloma Sosa-Fajardo
- Department of Radiation Oncology, Complexo Hospitalario Universitario de Santiago, SERGAS, Santiago de Compostela, Spain; Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain; Fundación Pública Galega de Medicina Xenómica-Servizo Galego de Saude (SERGAS), Santiago de Compostela, Spain
| | - Begoña Taboada-Valladares
- Department of Radiation Oncology, Complexo Hospitalario Universitario de Santiago, SERGAS, Santiago de Compostela, Spain; Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Miguel E Aguado-Barrera
- Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain; Fundación Pública Galega de Medicina Xenómica-Servizo Galego de Saude (SERGAS), Santiago de Compostela, Spain
| | - Chris Parker
- Department of Uro-oncology, The Royal Marsden NHS Foundation Trust and Institute of Cancer Research, Sutton, United Kingdom
| | - Liv Veldeman
- Department of Radiation Oncology, Ghent University Hospital and Department of Human Structure and Repair, Ghent University, Ghent, Belgium
| | - Valérie Fonteyne
- Department of Radiation Oncology, Ghent University Hospital and Department of Human Structure and Repair, Ghent University, Ghent, Belgium
| | - Renée Bultijnck
- Department of Radiation Oncology, Ghent University Hospital and Department of Human Structure and Repair, Ghent University, Ghent, Belgium
| | | | - R Paul Symonds
- Leicester Cancer Research Centre, University of Leicester, United Kingdom
| | - Kerstie Johnson
- Leicester Cancer Research Centre, University of Leicester, United Kingdom
| | - Tim Rattay
- Leicester Cancer Research Centre, University of Leicester, United Kingdom
| | - Adam Webb
- Department of Genetics and Genome Biology, University of Leicester, United Kingdom
| | | | - Dirk de Ruysscher
- KU Leuven, Radiation Oncology, Leuven, Belgium; Maastricht University Medical Center, Department of Radiation Oncology (Maastro Clinic), GROW School for Oncology and Developmental Biology, Maastricht, the Netherlands
| | - Ben Vanneste
- KU Leuven, Radiation Oncology, Leuven, Belgium; Maastricht University Medical Center, Department of Radiation Oncology (Maastro Clinic), GROW School for Oncology and Developmental Biology, Maastricht, the Netherlands
| | - Ananya Choudhury
- Division of Cancer Sciences, the University of Manchester, Manchester Academic Health Science Centre, Christie Hospital, Manchester, the Netherlands
| | - Rebecca M Elliott
- Division of Cancer Sciences, the University of Manchester, Manchester Academic Health Science Centre, Christie Hospital, Manchester, the Netherlands
| | - Elena Sperk
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Carsten Herskind
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Marlon R Veldwijk
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Tiziana Rancati
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Barbara Avuzzi
- Department of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Riccardo Valdagni
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Oncology and Hemato-oncology, Università degli Studi di Milano, Milan, Italy
| | - David Azria
- Department of Radiation Oncology, Montpellier Cancer Institute, Université Montpellier, Inserm U1194, France
| | | | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany; Cancer Epidemiology Group, University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Germany
| | - Petra Seibold
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Catharine West
- Division of Cancer Sciences, the University of Manchester, Manchester Academic Health Science Centre, Christie Hospital, Manchester, the Netherlands
| | - Michelle Janelsins
- Department of Surgery, University of Rochester Medical Center, Rochester, United States
| | - Yuhchyau Chen
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, United States
| | - Edward Messing
- Department of Urology, University of Rochester Medical Center, Rochester, United States
| | - Gary Morrow
- Department of Surgery, University of Rochester Medical Center, Rochester, United States
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21
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Marvaso G, Vischioni B, Pepa M, Zaffaroni M, Volpe S, Patti F, Bellerba F, Gandini S, Comi S, Corrao G, Zerini D, Augugliaro M, Fodor C, Russo S, Molinelli S, Ciocca M, Ricotti R, Valvo F, Giandini T, Avuzzi B, Valdagni R, De Cobelli O, Cattani F, Orlandi E, Jereczek-Fossa BA, Orecchia R. Mixed-Beam Approach for High-Risk Prostate Cancer Carbon-Ion Boost Followed by Photon Intensity-Modulated Radiotherapy: Preliminary Results of Phase II Trial AIRC-IG-14300. Front Oncol 2021; 11:778729. [PMID: 34869026 PMCID: PMC8635961 DOI: 10.3389/fonc.2021.778729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 10/25/2021] [Indexed: 11/30/2022] Open
Abstract
Purpose This study represents a descriptive analysis of preliminary results of a Phase II trial on a novel mixed beam radiotherapy (RT) approach, consisting of carbon ions RT (CIRT) followed by intensity-modulated photon RT, in combination with hormonal therapy, for high-risk prostate cancer (HR PCa) with a special focus on acute toxicity. Methods Primary endpoint was the evaluation of safety in terms of acute toxicity. Secondary endpoints were early and long-term tolerability of treatment, quality of life (QoL), and efficacy. Data on acute and late toxicities were collected according to RTOG/EORTC. QoL of enrolled patients was assessed by IPSS, EORTC QLQ-C30, EORTC QLQ-PR25, and sexual activity by IIEF-5. Results Twenty-six patients were enrolled in the study, but only 15 completed so far the RT course and were included. Immediately after CIRT, no patients experienced GI/GU toxicity. At 1 and 3 months from the whole course RT completion, no GI/GU toxicities greater than grade 2 were observed. QoL scores were overall satisfactory. Conclusions The feasibility of the proposed mixed treatment schedule was assessed, and an excellent acute toxicity profile was recorded. Such findings instil confidence in the continuation of this mixed approach, with evaluation of long-term tolerability and efficacy.
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Affiliation(s)
- Giulia Marvaso
- Division of Radiotherapy, Istituto Europeo di Oncologia (IEO), European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy.,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Barbara Vischioni
- Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Matteo Pepa
- Division of Radiotherapy, Istituto Europeo di Oncologia (IEO), European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Mattia Zaffaroni
- Division of Radiotherapy, Istituto Europeo di Oncologia (IEO), European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Stefania Volpe
- Division of Radiotherapy, Istituto Europeo di Oncologia (IEO), European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy.,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Filippo Patti
- Division of Radiotherapy, Istituto Europeo di Oncologia (IEO), European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy.,Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Federica Bellerba
- Department of Experimental Oncology, Istituto Europeo di Oncologia (IEO), European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Sara Gandini
- Department of Experimental Oncology, Istituto Europeo di Oncologia (IEO), European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Stefania Comi
- Medical Physics Unit, Istituto Europeo di Oncologia (IEO), European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Giulia Corrao
- Division of Radiotherapy, Istituto Europeo di Oncologia (IEO), European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy.,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Dario Zerini
- Division of Radiotherapy, Istituto Europeo di Oncologia (IEO), European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Matteo Augugliaro
- Division of Radiotherapy, Istituto Europeo di Oncologia (IEO), European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Cristiana Fodor
- Division of Radiotherapy, Istituto Europeo di Oncologia (IEO), European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Stefania Russo
- Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Silvia Molinelli
- Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Mario Ciocca
- Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Rosalinda Ricotti
- Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Francesca Valvo
- Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Tommaso Giandini
- Medical Physics Unit, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Nazionale dei Tumori, Milan, Italy
| | - Barbara Avuzzi
- Department of Radiation Oncology 1, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Nazionale dei Tumori, Milan, Italy
| | - Riccardo Valdagni
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.,Department of Radiation Oncology 1, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Nazionale dei Tumori, Milan, Italy
| | - Ottavio De Cobelli
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.,Division of Urology, Istituto Europeo di Oncologia (IEO), European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Federica Cattani
- Medical Physics Unit, Istituto Europeo di Oncologia (IEO), European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Ester Orlandi
- Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiotherapy, Istituto Europeo di Oncologia (IEO), European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy.,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Roberto Orecchia
- Scientific Directorate, Istituto Europeo di Oncologia (IEO), European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
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Russo S, Ricotti R, Molinelli S, Patti F, Barcellini A, Mastella E, Pella A, Paganelli C, Marvaso G, Pepa M, Comi S, Zaffaroni M, Avuzzi B, Giandini T, Pignoli E, Valdagni R, Baroni G, Cattani F, Ciocca M, Jereczek-Fossa BA, Orlandi E, Orecchia R, Vischioni B. Dosimetric Impact of Inter-Fraction Anatomical Changes in Carbon Ion Boost Treatment for High-Risk Prostate Cancer (AIRC IG 14300). Front Oncol 2021; 11:740661. [PMID: 34650922 PMCID: PMC8506150 DOI: 10.3389/fonc.2021.740661] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 09/06/2021] [Indexed: 02/04/2023] Open
Abstract
Rectum and bladder volumes play an important role in the dose distribution reproducibility in prostate cancer adenocarcinoma (PCa) radiotherapy, especially for particle therapy, where density variation can strongly affect the dose distribution. We investigated the reliability and reproducibility of our image-guided radiotherapy (IGRT) and treatment planning protocol for carbon ion radiotherapy (CIRT) within the phase II mixed beam study (AIRC IG 14300) for the treatment of high-risk PCa. In order to calculate the daily dose distribution, a set of synthetic computed tomography (sCT) images was generated from the cone beam computed tomography (CBCT) images acquired in each treatment session. Planning target volume (PTV) together with rectum and bladder volume variation was evaluated with sCT dose-volume histogram (DVH) metric deviations from the planning values. The correlations between the bladder and rectum volumes, and the corresponding DVH metrics, were also assessed. No significant difference in the bladder, rectum, and PTV median volumes between the planning computed tomography (pCT) and the sCT was found. In addition, no significant difference was assessed when comparing the average DVHs and median DVH metrics between pCT and sCT. Dose deviations determined by bladder and rectum filling variations demonstrated that dose distributions were reproducible in terms of both target coverage and organs at risk (OARs) sparing.
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Affiliation(s)
- Stefania Russo
- Medical Physics Unit, Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Rosalinda Ricotti
- Bioengineering Unit, Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Silvia Molinelli
- Medical Physics Unit, Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Filippo Patti
- Radiotherapy Unit, Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy.,Division of Radiotherapy, IEO, European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Amelia Barcellini
- Radiotherapy Unit, Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Edoardo Mastella
- Medical Physics Unit, Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Andrea Pella
- Bioengineering Unit, Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Chiara Paganelli
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Giulia Marvaso
- Division of Radiotherapy, IEO, European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy.,Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Matteo Pepa
- Division of Radiotherapy, IEO, European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Stefania Comi
- Medical Physics Unit, IEO, European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Mattia Zaffaroni
- Division of Radiotherapy, IEO, European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Barbara Avuzzi
- Department of Radiation Oncology, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Nazionale dei Tumori, Milan, Italy
| | - Tommaso Giandini
- Medical Physics Unit, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Nazionale dei Tumori, Milan, Italy
| | - Emanuele Pignoli
- Medical Physics Unit, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Nazionale dei Tumori, Milan, Italy
| | - Riccardo Valdagni
- Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy.,Medical Physics Unit, IEO, European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Guido Baroni
- Bioengineering Unit, Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy.,Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Federica Cattani
- Medical Physics Unit, IEO, European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Mario Ciocca
- Medical Physics Unit, Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiotherapy, IEO, European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy.,Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Ester Orlandi
- Radiotherapy Unit, Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Roberto Orecchia
- Scientific Directorate, IEO, European Institute of Oncology Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - Barbara Vischioni
- Radiotherapy Unit, Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
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23
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Olivieri M, Magli A, Cante D, Noris Chiorda B, Munoz F, Faiella A, Olivetta E, Signor M, Piva C, Avuzzi B, Ferella L, Pastorino A, Broggi S, Fodor A, Deantoni C, Rancati T, Sanguineti G, Valdagni R, Di Muzio N, Cozzarini C, Fiorino C. PD-0782 Predicting bRFS after salvage post-prostatectomy RT with a “one-size-fits-all” TCP-based formula. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)07061-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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24
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Noris Chiorda B, Munoz F, Sanguineti G, Cante D, Waskiewicz J, Avuzzi B, Vavassori V, Gatti M, Girelli G, Magli A, Pastorino A, Ferella L, Faiella A, Piva C, Ferrari P, Villa E, Farina B, Moretti E, Rancati T, Badenchini F, Bresolin A, Valdagni R, Di Muzio N, Fiorino C, Cozzarini C. PD-0769 Patient-reported acute intestinal toxicity and impact on patient QoL after WPRT for prostate cancer. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)07048-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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25
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Cozzarini C, Magli A, Cante D, Andreoli L, Pastorino A, Faiella A, Fodor A, Deantoni C, Zerbetto F, Tonetto F, Noris Chiorda B, Piva C, Olivetta E, Avuzzi B, Gandaglia G, Fossati N, Fiorino C, Sanguineti G, Valdagni R, Briganti A, Montorsi F, Di Muzio N. PO-1354 Time Dependence of PSADT prognostic threshold in men treated with post-prostatectomy salvage RT. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)07805-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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26
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Cozzarini C, Sanguineti G, Vavassori V, Munoz F, Avuzzi B, Garibaldi E, Cante D, Waskiewicz J, Magli A, Faiella A, Villa E, Ferella L, Gatti M, Noris Chiorda B, Piva C, Ferrari P, Rancati T, Badenchini F, Girelli G, Moretti E, Valdagni R, Bresolin A, Di Muzio N, Fiorino C. PD-0767 Predictors of urinary incontinence 2 years after RT with different intents for prostate cancer. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)07046-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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27
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Cozzarini C, Magli A, Cante D, Noris Chiorda B, Munoz F, Faiella A, Olivetta E, Marco Andrea S, Piva C, Avuzzi B, Ferella L, Pastorino A, Fodor A, Deantoni C, Fossati N, Gandaglia G, Sanguineti G, Valdagni R, Fiorino C, Briganti A, Montorsi F, Di Muzio N. PH-0660 Independent role of dose-escalation and prophylactic WPRT in salvage RT after radical prostatectomy. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)07392-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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28
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Munoz F, Sanguineti G, Bresolin A, Cante D, Vavassori V, Waskiewicz JM, Girelli G, Avuzzi B, Garibaldi E, Faiella A, Villa E, Magli A, Noris Chiorda B, Gatti M, Rancati T, Valdagni R, Di Muzio NG, Fiorino C, Cozzarini C. Predictors of Patient-Reported Incontinence at Adjuvant/Salvage Radiotherapy after Prostatectomy: Impact of Time between Surgery and Radiotherapy. Cancers (Basel) 2021; 13:cancers13133243. [PMID: 34209562 PMCID: PMC8269132 DOI: 10.3390/cancers13133243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 06/16/2021] [Accepted: 06/24/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Baseline urinary incontinence (UI) strongly modulates UI recovery after adjuvant/salvage radiotherapy (ART/SRT), inducing clinicians to postpone it "as much as possible", maximizing UI recovery but possibly reducing efficacy. This series aims to analyze the trend of UI recovery and its predictors at radiotherapy start. METHODS A population of 408 patients treated with ART/SRT enrolled in a cohort study (ClinicalTrials.gov #NCT02803086) aimed at developing predictive models of radiation-induced toxicities. Self-reported UI and personality traits, evaluated by means of the International Consultation on Incontinence Questionnaire-Urinary Incontinence Short Form (ICIQ-SF) and Eysenck Personality Questionnaire - Revised (EPQ-R) questionnaires, were assessed at ART/SRT start. Several endpoints based on baseline ICIQ-SF were investigated: frequency and amount of urine loss (ICIQ3 and ICIQ4, respectively), "objective" UI (ICIQ3 + 4), "subjective" UI (ICIQ5), and "TOTAL" UI (ICIQ3 +4 + 5). The relationship between each endpoint and time from prostatectomy to radiotherapy (TTRT) was investigated. The association between clinical and personality variables and each endpoint was tested by uni- and multivariable logistic regression. RESULTS TTRT was the strongest predictor for all endpoints (p-values ≤ 0.001); all scores improved between 4 and 8 months after prostatectomy, without any additional long-term recovery. Neuroticism independently predicted subjective UI, TOTAL UI, and daily frequency. CONCLUSIONS Early UI recovery mostly depends on TTRT with no further improvement after 8 months from prostatectomy. Higher levels of neuroticism may overestimate UI.
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Affiliation(s)
- Fernando Munoz
- SC Radioterapia Oncologica, Ospedale Regionale Parini-AUSL Valle d’Aosta, 11100 Aosta, Italy;
| | - Giuseppe Sanguineti
- Deptartment of Radiotherapy, IRCCS Istituto Nazionale dei Tumori “Regina Elena”, 00144 Roma, Italy; (G.S.); (A.F.)
| | - Andrea Bresolin
- Deptartment of Medical Physics and Deptartment of Radiotherapy, IRCCS Istituto Scientifico Ospedale San Raffaele, 20132 Milano, Italy; (A.B.); (N.G.D.M.); (C.C.)
| | - Domenico Cante
- Deptartment of Radiotherapy, ASL TO4, Ospedale di Ivrea, 10015 Ivrea, Italy;
| | - Vittorio Vavassori
- Deptartment of Radiotherapy, Cliniche Gavazzeni-Humanitas, 24125 Bergamo, Italy; (V.V.); (E.V.)
| | | | - Giuseppe Girelli
- Deptartment of Radiotherapy, Ospedale degli Infermi, 22399 Biella, Italy;
| | - Barbara Avuzzi
- Deptartment of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (B.A.); (B.N.C.); (T.R.); (R.V.)
| | - Elisabetta Garibaldi
- SC Radioterapia, AO SS Antonio e Biagio e Cesare Arrigo Alessandria, 15121 Alessandria, Italy;
| | - Adriana Faiella
- Deptartment of Radiotherapy, IRCCS Istituto Nazionale dei Tumori “Regina Elena”, 00144 Roma, Italy; (G.S.); (A.F.)
| | - Elisa Villa
- Deptartment of Radiotherapy, Cliniche Gavazzeni-Humanitas, 24125 Bergamo, Italy; (V.V.); (E.V.)
| | - Alessandro Magli
- Deptartment of Radiotherapy, Azienda Ospedaliero Universitaria S. Maria della Misericordia, 33100 Udine, Italy;
| | - Barbara Noris Chiorda
- Deptartment of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (B.A.); (B.N.C.); (T.R.); (R.V.)
| | - Marco Gatti
- Istituto di Candiolo, Fondazione del Piemonte per l’Oncologia IRCCS, Candiolo, 10060 Torino, Italy;
| | - Tiziana Rancati
- Deptartment of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (B.A.); (B.N.C.); (T.R.); (R.V.)
- Programma Prostata, Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy
| | - Riccardo Valdagni
- Deptartment of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy; (B.A.); (B.N.C.); (T.R.); (R.V.)
- Programma Prostata, Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy
- Deptartment of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20122 Milan, Italy
| | - Nadia G. Di Muzio
- Deptartment of Medical Physics and Deptartment of Radiotherapy, IRCCS Istituto Scientifico Ospedale San Raffaele, 20132 Milano, Italy; (A.B.); (N.G.D.M.); (C.C.)
| | - Claudio Fiorino
- Deptartment of Medical Physics and Deptartment of Radiotherapy, IRCCS Istituto Scientifico Ospedale San Raffaele, 20132 Milano, Italy; (A.B.); (N.G.D.M.); (C.C.)
- Correspondence:
| | - Cesare Cozzarini
- Deptartment of Medical Physics and Deptartment of Radiotherapy, IRCCS Istituto Scientifico Ospedale San Raffaele, 20132 Milano, Italy; (A.B.); (N.G.D.M.); (C.C.)
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Franco NR, Massi MC, Ieva F, Manzoni A, Paganoni AM, Zunino P, Veldeman L, Ost P, Fonteyne V, Talbot CJ, Rattay T, Webb A, Johnson K, Lambrecht M, Haustermans K, De Meerleer G, de Ruysscher D, Vanneste B, Van Limbergen E, Choudhury A, Elliott RM, Sperk E, Veldwijk MR, Herskind C, Avuzzi B, Noris Chiorda B, Valdagni R, Azria D, Farcy-Jacquet MP, Brengues M, Rosenstein BS, Stock RG, Vega A, Aguado-Barrera ME, Sosa-Fajardo P, Dunning AM, Fachal L, Kerns SL, Payne D, Chang-Claude J, Seibold P, West CML, Rancati T. Development of a method for generating SNP interaction-aware polygenic risk scores for radiotherapy toxicity. Radiother Oncol 2021; 159:241-248. [PMID: 33838170 PMCID: PMC8754257 DOI: 10.1016/j.radonc.2021.03.024] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Revised: 02/19/2021] [Accepted: 03/17/2021] [Indexed: 12/03/2022]
Abstract
AIM To identify the effect of single nucleotide polymorphism (SNP) interactions on the risk of toxicity following radiotherapy (RT) for prostate cancer (PCa) and propose a new method for polygenic risk score incorporating SNP-SNP interactions (PRSi). MATERIALS AND METHODS Analysis included the REQUITE PCa cohort that received external beam RT and was followed for 2 years. Late toxicity endpoints were: rectal bleeding, urinary frequency, haematuria, nocturia, decreased urinary stream. Among 43 literature-identified SNPs, the 30% most strongly associated with each toxicity were tested. SNP-SNP combinations (named SNP-allele sets) seen in ≥10% of the cohort were condensed into risk (RS) and protection (PS) scores, respectively indicating increased or decreased toxicity risk. Performance of RS and PS was evaluated by logistic regression. RS and PS were then combined into a single PRSi evaluated by area under the receiver operating characteristic curve (AUC). RESULTS Among 1,387 analysed patients, toxicity rates were 11.7% (rectal bleeding), 4.0% (urinary frequency), 5.5% (haematuria), 7.8% (nocturia) and 17.1% (decreased urinary stream). RS and PS combined 8 to 15 different SNP-allele sets, depending on the toxicity endpoint. Distributions of PRSi differed significantly in patients with/without toxicity with AUCs ranging from 0.61 to 0.78. PRSi was better than the classical summed PRS, particularly for the urinary frequency, haematuria and decreased urinary stream endpoints. CONCLUSIONS Our method incorporates SNP-SNP interactions when calculating PRS for radiotherapy toxicity. Our approach is better than classical summation in discriminating patients with toxicity and should enable incorporating genetic information to improve normal tissue complication probability models.
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Affiliation(s)
| | - Michela Carlotta Massi
- MOX, Department of Mathematics, Politecnico di Milano, Italy; CADS-Center for Analysis, Decisions and Society, Human Technopole, Milan, Italy.
| | - Francesca Ieva
- MOX, Department of Mathematics, Politecnico di Milano, Italy; CADS-Center for Analysis, Decisions and Society, Human Technopole, Milan, Italy; CHRP-National Center for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy.
| | - Andrea Manzoni
- MOX, Department of Mathematics, Politecnico di Milano, Italy.
| | - Anna Maria Paganoni
- MOX, Department of Mathematics, Politecnico di Milano, Italy; CADS-Center for Analysis, Decisions and Society, Human Technopole, Milan, Italy; CHRP-National Center for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy.
| | - Paolo Zunino
- MOX, Department of Mathematics, Politecnico di Milano, Italy.
| | - Liv Veldeman
- Department of Human Structure and Repair, Ghent University, Belgium; Department of Radiation Oncology, Ghent University Hospital, Belgium.
| | - Piet Ost
- Department of Human Structure and Repair, Ghent University, Belgium; Department of Radiation Oncology, Ghent University Hospital, Belgium.
| | - Valérie Fonteyne
- Department of Human Structure and Repair, Ghent University, Belgium; Department of Radiation Oncology, Ghent University Hospital, Belgium.
| | - Christopher J Talbot
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, United Kingdom.
| | - Tim Rattay
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, United Kingdom.
| | - Adam Webb
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, United Kingdom.
| | - Kerstie Johnson
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, United Kingdom.
| | - Maarten Lambrecht
- Department of Radiation Oncology, University Hospitals Leuven, Belgium.
| | - Karin Haustermans
- Department of Radiation Oncology, University Hospitals Leuven, Belgium.
| | - Gert De Meerleer
- Department of Radiation Oncology, University Hospitals Leuven, Belgium.
| | - Dirk de Ruysscher
- Maastricht University Medical Center, the Netherlands; Department of Radiation Oncology (Maastro), GROW Institute for Oncology and Developmental Biology, Maastricht, the Netherlands.
| | - Ben Vanneste
- Department of Radiation Oncology (Maastro), GROW Institute for Oncology and Developmental Biology, Maastricht, the Netherlands.
| | - Evert Van Limbergen
- Maastricht University Medical Center, the Netherlands; Department of Radiation Oncology (Maastro), GROW Institute for Oncology and Developmental Biology, Maastricht, the Netherlands.
| | - Ananya Choudhury
- Translational Radiobiology Group, Division of Cancer Sciences, University of Manchester, Manchester Academic Health Science Centre, Christie Hospital, UK.
| | - Rebecca M Elliott
- Translational Radiobiology Group, Division of Cancer Sciences, University of Manchester, Manchester Academic Health Science Centre, Christie Hospital, UK.
| | - Elena Sperk
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, Germany.
| | - Marlon R Veldwijk
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, Germany.
| | - Carsten Herskind
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, Germany.
| | - Barbara Avuzzi
- Department of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
| | - Barbara Noris Chiorda
- Department of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
| | - Riccardo Valdagni
- Department of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Oncology and Haemato-Oncology, Università degli Studi di Milano, Milan, Italy; Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
| | - David Azria
- Department of Radiation Oncology, University Federation of Radiation Oncology, Montpellier Cancer Institute, Univ Montpellier MUSE, France.
| | - Marie-Pierre Farcy-Jacquet
- Department of Radiation Oncology, University Federation of Radiation Oncology, Institut de Cancérologie du Gard, Nimes, France.
| | - Muriel Brengues
- Department of Radiation Oncology, University Federation of Radiation Oncology, Montpellier Cancer Institute, Univ Montpellier MUSE, France.
| | - Barry S Rosenstein
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, USA; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, USA.
| | - Richard G Stock
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, USA.
| | - Ana Vega
- Grupo de Medicina Xenómica (USC), Fundación Pública Galega de Medicina Xenómica, Santiago de Compostela, Spain; Instituto de Investigación Sanitaria de Santiago de Compostela, Spain; Biomedical Network on Rare Diseases (CIBERER), Spain.
| | - Miguel E Aguado-Barrera
- Grupo de Medicina Xenómica (USC), Fundación Pública Galega de Medicina Xenómica, Santiago de Compostela, Spain; Instituto de Investigación Sanitaria de Santiago de Compostela, Spain.
| | - Paloma Sosa-Fajardo
- Grupo de Medicina Xenómica (USC), Fundación Pública Galega de Medicina Xenómica, Santiago de Compostela, Spain; Instituto de Investigación Sanitaria de Santiago de Compostela, Spain; Department of Radiation Oncology, Complexo Hospitalario Universitario de Santiago, Santiago de Compostela, Spain.
| | - Alison M Dunning
- Department of Oncology, Centre for Cancer Genetic Epidemiology, University of Cambridge, Strangeways Research Labs, UK.
| | - Laura Fachal
- Department of Oncology, Centre for Cancer Genetic Epidemiology, University of Cambridge, Strangeways Research Labs, UK; Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK.
| | - Sarah L Kerns
- Departments of Radiation Oncology and Surgery, University of Rochester Medical Center, Rochester, USA.
| | - Debbie Payne
- Centre for Integrated Genomic Medical Research (CIGMR), University of Manchester, UK.
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany; University Cancer Center Hamburg (UCCH), University Medical Center Hamburg-Eppendorf, Germany.
| | - Petra Seibold
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Catharine M L West
- Translational Radiobiology Group, Division of Cancer Sciences, University of Manchester, Manchester Academic Health Science Centre, Christie Hospital, UK.
| | - Tiziana Rancati
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
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Cozzarini C, Magli A, Cante D, Noris Chiorda B, Munoz F, Faiella A, Olivetta E, Signor M, Piva C, Avuzzi B, Ferella L, Pastorino A, Fodor A, Deantoni C, Nicola F, Gandaglia G, Sanguineti G, Valdagni R, Fiorino C, Briganti A, Montorsi F, Di Muzio N. Independent role of dose-escalation and prophylactic lymph-nodal irradiation in salvage radiotherapy after prostatectomy. A retrospective, multi-institute analysis on 725 men treated with high-dose radiotherapy and eight years follow-up. Eur Urol 2021. [DOI: 10.1016/s0302-2838(21)01555-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Bresolin A, Faiella A, Garibaldi E, Munoz F, Cante D, Vavassori V, Waskiewicz JM, Girelli G, Avuzzi B, Villa E, Magli A, Noris Chiorda B, Gatti M, Ferella L, Maggio A, Landoni V, Aimonetto S, Sini C, Rancati T, Sanguineti G, Valdagni R, Di Muzio N, Fiorino C, Cozzarini C. Acute patient-reported intestinal toxicity in whole pelvis IMRT for prostate cancer: Bowel dose-volume effect quantification in a multicentric cohort study. Radiother Oncol 2021; 158:74-82. [PMID: 33639190 DOI: 10.1016/j.radonc.2021.02.026] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2020] [Revised: 02/16/2021] [Accepted: 02/17/2021] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE To assess bowel dose-volume relationships for acute patient-reported intestinal symptoms of patients treated with whole-pelvis intensity-modulated radiotherapy (WPRT) for prostate cancer. MATERIALS AND METHODS Complete data of 415 patients enrolled in a multi institute, prospective trial (#NCT02803086) treated with radical (31%), adjuvant (33%) and salvage (36%) intent at a median dose to pelvic nodes/lymph-nodal area of 53 Gy were available. The most severe changes between baseline and radiotherapy mid-point/end toxicity assessed by Inflammatory Bowel Disease Questionnaire (only Bowel Domain) were considered (ΔIBDQ). The 25th percentile values of these score variations were set as endpoints. DVHs of bowel loops for patients with/without toxicity were compared for each endpoint, having excluded patients with baseline scores <5 (rate ranging between 2% and 7% according to the endpoint): the resulting best dosimetric predictors were combined with selected clinical parameters through multivariate logistic regression (MVA) to derive predictive models. RESULTS ΔIBDQ ranged between 0.2-1.5 points considering separately each IBDQ symptom. Only four symptoms (IBDQ1 = frequency, IBDQ5 = diarrhea, IBDQ17 = gas passage, IBDQ24 = urgency) showed a median worsening ≥ 1; DVH predicted the risk of worse symptoms for IBDQ5, IBDQ24 and overall Bowel Domain. At multivariable analysis DVHs (best cut-off: V46Gy ≥80 cc) and baseline scores (Odd-Ratio:0.35-0.65) were independently associated to the three end-points. The resulting models were reliable (H&L test: 0.453-0.956), well calibrated (calibration plot: slope = 0.922-1.069, R2 = 0.725-0.875) and moderately discriminative (Area Under the Curve:0.628-0.669). A bootstrap-based validation confirmed their robustness. CONCLUSION Constraining the bowel loops (V46 < 80 cc) may reduce the risk of several moderate intestinal symptoms, with a much greater impact for patients with lower IBDQ baseline scores.
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Affiliation(s)
- Andrea Bresolin
- San Raffaele Scientific Institute, Milan, Italy; Fondazione Centro San Raffaele, Milan, Italy
| | - Adriana Faiella
- IRCCS Istituto Nazionale dei Tumori "Regina Elena", Rome, Italy
| | | | - Fernando Munoz
- Ospedale Regionale Parini-AUSL Valle d'Aosta, Aosta, Italy
| | | | | | | | | | - Barbara Avuzzi
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Elisa Villa
- Cliniche Gavazzeni-Humanitas, Bergamo, Italy
| | - Alessandro Magli
- Azienda Ospedaliero Universitaria S. Maria della Misericordia, Udine, Italy
| | | | - Marco Gatti
- Istituto di Candiolo - FPO-IRCCS, Candiolo, Italy
| | | | | | - Valeria Landoni
- IRCCS Istituto Nazionale dei Tumori "Regina Elena", Rome, Italy
| | | | - Carla Sini
- San Raffaele Scientific Institute, Milan, Italy
| | - Tiziana Rancati
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Fondazione IRCCS Istituto Nazionale dei Tumori, Prostate Cancer Program, Milan, Italy
| | | | - Riccardo Valdagni
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Fondazione IRCCS Istituto Nazionale dei Tumori, Prostate Cancer Program, Milan, Italy
| | - Nadia Di Muzio
- San Raffaele Scientific Institute, Milan, Italy; Dept. of Oncology and Hemato-Oncology, University Vita-Salute San Raffaele, Milan, Italy
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Avuzzi B, Tittarelli A, Andreani S, Noris Chiorda B, Seregni E, Villa S, Tana S, Valdagni R, Salvioni R, Biasoni D, Catanzaro M, Stagni S, Nicolai N. Radiotherapy after testis-sparing surgery for seminoma in monorchid patients: safety and efficacy. Tumori 2021; 108:165-171. [PMID: 33588700 DOI: 10.1177/0300891621992428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE To evaluate local control and longitudinal endocrine data in monorchid patients treated with testicular-sparing surgery and adjuvant radiotherapy (RT) for seminomatous germ-cell tumors. METHODS We searched our database established in 2009 for patients with seminoma who received testis irradiation following partial orchiectomy up to 2018. Eleven patients were identified. All had associated germ cell neoplasia in situ (GCNIS) in surrounding parenchyma. Analysis focused on local control and testosterone levels preservation after RT. We considered age, baseline (pre-RT) testosterone and luteinizing hormone (LH) levels, residual testicular volume, tumor size, and testosterone and LH levels trend over time in order to identify any association with endocrine impairment leading to hormonal replacement need. RESULTS After a median follow-up of 21 months, no local or distant relapses were observed and hormonal function was maintained in 54.5% of patients (6/11). No significant interactions were observed for the investigated covariates. Notably, we observed an association between higher baseline testosterone levels and a decreased risk of exogenous androgen replacement (hazard ratio [HR] 0.409, 95% confidence interval [CI] 0.161-1.039, p = 0.060), whereas tumor size was associated with an increased risk of exogenous androgen replacement (HR 1.847, 95% CI 0.940-3.627, p = 0.075). CONCLUSIONS Radiotherapy after testicular sparing surgery is effective in preventing local disease relapse in presence of GCNIS in the medium term. This strategy allows a preservation of adequate endocrine function in about half of patients. More patients and longer follow-up are needed to confirm these findings.
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Affiliation(s)
- Barbara Avuzzi
- Radiation Oncology 1 Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Andrea Tittarelli
- Cancer Registry Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Stefano Andreani
- Radiation Oncology 1 Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Barbara Noris Chiorda
- Radiation Oncology 1 Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Ettore Seregni
- Nuclear Medicine Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Sergio Villa
- Radiation Oncology 1 Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Silvia Tana
- Radiation Oncology 2 Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Riccardo Valdagni
- Radiation Oncology 1 Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.,Department of Oncology and Hemato-oncology, Università degli Studi di Milano, Milan, Italy
| | - Roberto Salvioni
- Urology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Davide Biasoni
- Urology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Mario Catanzaro
- Urology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Silvia Stagni
- Urology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Nicola Nicolai
- Urology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
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Alvisi MF, Dordoni P, Rancati T, Avuzzi B, Nicolai N, Badenchini F, De Luca L, Magnani T, Marenghi C, Menichetti J, Silvia V, Fabiana Z, Roberto S, Riccardo V, Lara B. Supporting Patients With Untreated Prostate Cancer on Active Surveillance: What Causes an Increase in Anxiety During the First 10 Months? Front Psychol 2020; 11:576459. [PMID: 33363494 PMCID: PMC7753742 DOI: 10.3389/fpsyg.2020.576459] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Accepted: 09/28/2020] [Indexed: 11/13/2022] Open
Abstract
Background The psychological burden possibly deriving from not immediately undergoing radical treatment for prostate cancer (PCa) could be a potential disadvantage of active surveillance (AS), especially in the eve of some relevant clinical exams [i.e., re-biopsy, prostate-specific antigen (PSA) test, and medical examination]. Even if it is known from the literature that the majority of PCa men in AS do not report heightened anxiety, there is a minority of patients who show clinically significant levels of anxiety after diagnosis. The present study aimed to investigate if demographic, clinical, and psychological variables at the entrance in AS (T0) were associated with the risk of developing clinically significant PCa-related anxiety 2 months before the first re-biopsy (T1) and to offer psychological support to improve quality of life (QoL). Materials and Methods A total of 236 patients participated in the PCa Research International: AS (PRIAS) protocol and in PRIAS-QoL study. Demographic/clinical features, health-related QoL domains, coping with cancer, PCa-related anxiety [Memorial Anxiety Scale for PCa (MAX-PC)], personality traits, and decision-making-related factors were assessed at T0. MAX-PC was also administered at T1. PCa-related anxiety at T1 was considered to be of clinical significance if the MAX-PC score was ≥1.5. Multivariable logistic regression coupled to bootstrap was used to detect factors associated with high levels of anxiety. Results The median age was 64.4 years. Fifty-six patients (24%) reported MAX-PC total score above the cutoff. Three factors were associated with a high level of PCa anxiety at T1: anxious preoccupation [odds ratio (OR) = 4.36], extraversion (OR = 1.9), and prostate-related symptoms (median OR = 0.46). Physical well-being was associated with a low PCa anxiety subscale (median OR = 0.15); neuroticism and functional well-being were associated with PSA anxiety (median OR = 7.05 and 0.73, respectively). Neuroticism and helplessness/hopelessness were associated with fear of progression (median OR = 18.1 and 5.8, respectively). Conclusion Only a partial portion of the sample experienced significant levels of anxiety after 10 months. Psychological assessment should be routinely conducted to detect risk factors (i.e., anxious preoccupation, extraversion) for increased anxiety, offering tailored psychological interventions aimed at promoting interpersonal awareness and emotional well-being.
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Affiliation(s)
| | - Paola Dordoni
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Tiziana Rancati
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Barbara Avuzzi
- Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Nicola Nicolai
- Department of Urology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Fabio Badenchini
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Letizia De Luca
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Tiziana Magnani
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Cristina Marenghi
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Julia Menichetti
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Villa Silvia
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Zollo Fabiana
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Salvioni Roberto
- Department of Urology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Valdagni Riccardo
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.,Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.,Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Bellardita Lara
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
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Bresolin A, Garibaldi E, Faiella A, Cante D, Vavassori V, Waskiewicz J, Girelli G, Avuzzi B, Villa E, Magli A, Chiorda B, Munoz F, Sanguineti G, Gabriele P, Gatti M, Rancati T, Valdagni R, Di Muzio N, Fiorino C, Cozzarini C. PH-0366: Predictors of incontinence 2yr after post-prostatectomy RT: evidence of dose & fractionation effects. Radiother Oncol 2020. [DOI: 10.1016/s0167-8140(21)00390-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Munoz F, Sanguineti G, Gabriele P, Bresolin A, Cante D, Vavassori V, Waskiewicz J, Girelli G, Avuzzi B, Faiella A, Garibaldi E, Villa E, Magli A, Chiorda B, Gatti M, Rancati T, Valdagni R, Di Muzio N, Fiorino C, Cozzarini C. PD-0059: Patient-reported baseline incontinence at post-prostatectomy RT: its dependence on time from surgery. Radiother Oncol 2020. [DOI: 10.1016/s0167-8140(21)00085-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Garibaldi E, Bresolin A, Cante D, Sanguineti G, Munoz F, Vavassori V, Waskiewicz J, Girelli G, Avuzzi B, Faiella A, Villa E, Magli A, Chiorda B, Gabriele P, Gatti M, Rancati T, Valdagni R, Di Muzio N, Fiorino C, Cozzarini C. PD-0668: Longitudinal analysis of patient-reported urinary incontinence 2yr after post-prostatectomy RT. Radiother Oncol 2020. [DOI: 10.1016/s0167-8140(21)00690-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Marvaso G, Gugliandolo S, Comi S, Pepa M, Russo S, Vischioni B, Valvo F, Giandini T, Avuzzi B, Valdagni R, Ciardo D, Jereczek-Fossa B, Cattani F, Orecchia R. PO-1748: Carbon-ion boost followed by photon IMRT for PCa: dosimetric and geometric evaluations, AIRCIG. Radiother Oncol 2020. [DOI: 10.1016/s0167-8140(21)01766-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Massi MC, Gasperoni F, Ieva F, Paganoni AM, Zunino P, Manzoni A, Franco NR, Veldeman L, Ost P, Fonteyne V, Talbot CJ, Rattay T, Webb A, Symonds PR, Johnson K, Lambrecht M, Haustermans K, De Meerleer G, de Ruysscher D, Vanneste B, Van Limbergen E, Choudhury A, Elliott RM, Sperk E, Herskind C, Veldwijk MR, Avuzzi B, Giandini T, Valdagni R, Cicchetti A, Azria D, Jacquet MPF, Rosenstein BS, Stock RG, Collado K, Vega A, Aguado-Barrera ME, Calvo P, Dunning AM, Fachal L, Kerns SL, Payne D, Chang-Claude J, Seibold P, West CML, Rancati T. A Deep Learning Approach Validates Genetic Risk Factors for Late Toxicity After Prostate Cancer Radiotherapy in a REQUITE Multi-National Cohort. Front Oncol 2020; 10:541281. [PMID: 33178576 PMCID: PMC7593843 DOI: 10.3389/fonc.2020.541281] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2020] [Accepted: 09/02/2020] [Indexed: 12/23/2022] Open
Abstract
Background: REQUITE (validating pREdictive models and biomarkers of radiotherapy toxicity to reduce side effects and improve QUalITy of lifE in cancer survivors) is an international prospective cohort study. The purpose of this project was to analyse a cohort of patients recruited into REQUITE using a deep learning algorithm to identify patient-specific features associated with the development of toxicity, and test the approach by attempting to validate previously published genetic risk factors. Methods: The study involved REQUITE prostate cancer patients treated with external beam radiotherapy who had complete 2-year follow-up. We used five separate late toxicity endpoints: ≥grade 1 late rectal bleeding, ≥grade 2 urinary frequency, ≥grade 1 haematuria, ≥ grade 2 nocturia, ≥ grade 1 decreased urinary stream. Forty-three single nucleotide polymorphisms (SNPs) already reported in the literature to be associated with the toxicity endpoints were included in the analysis. No SNP had been studied before in the REQUITE cohort. Deep Sparse AutoEncoders (DSAE) were trained to recognize features (SNPs) identifying patients with no toxicity and tested on a different independent mixed population including patients without and with toxicity. Results: One thousand, four hundred and one patients were included, and toxicity rates were: rectal bleeding 11.7%, urinary frequency 4%, haematuria 5.5%, nocturia 7.8%, decreased urinary stream 17.1%. Twenty-four of the 43 SNPs that were associated with the toxicity endpoints were validated as identifying patients with toxicity. Twenty of the 24 SNPs were associated with the same toxicity endpoint as reported in the literature: 9 SNPs for urinary symptoms and 11 SNPs for overall toxicity. The other 4 SNPs were associated with a different endpoint. Conclusion: Deep learning algorithms can validate SNPs associated with toxicity after radiotherapy for prostate cancer. The method should be studied further to identify polygenic SNP risk signatures for radiotherapy toxicity. The signatures could then be included in integrated normal tissue complication probability models and tested for their ability to personalize radiotherapy treatment planning.
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Affiliation(s)
- Michela Carlotta Massi
- Modelling and Scientific Computing Laboratory, Math Department, Politecnico di Milano, Milan, Italy
- Center for Analysis, Decisions and Society, Human Technopole, Milan, Italy
| | - Francesca Gasperoni
- Medical Research Council-Biostatistic Unit, University of Cambridge, Cambridge, United Kingdom
| | - Francesca Ieva
- Modelling and Scientific Computing Laboratory, Math Department, Politecnico di Milano, Milan, Italy
- Center for Analysis, Decisions and Society, Human Technopole, Milan, Italy
- CHRP-National Center for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy
| | - Anna Maria Paganoni
- Modelling and Scientific Computing Laboratory, Math Department, Politecnico di Milano, Milan, Italy
- Center for Analysis, Decisions and Society, Human Technopole, Milan, Italy
- CHRP-National Center for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy
| | - Paolo Zunino
- Modelling and Scientific Computing Laboratory, Math Department, Politecnico di Milano, Milan, Italy
| | - Andrea Manzoni
- Modelling and Scientific Computing Laboratory, Math Department, Politecnico di Milano, Milan, Italy
| | - Nicola Rares Franco
- Modelling and Scientific Computing Laboratory, Math Department, Politecnico di Milano, Milan, Italy
| | - Liv Veldeman
- Department of Human Structure and Repair, Ghent University, Ghent, Belgium
- Department of Radiation Oncology, Ghent University Hospital, Ghent, Belgium
| | - Piet Ost
- Department of Human Structure and Repair, Ghent University, Ghent, Belgium
- Department of Radiation Oncology, Ghent University Hospital, Ghent, Belgium
| | - Valérie Fonteyne
- Department of Human Structure and Repair, Ghent University, Ghent, Belgium
- Department of Radiation Oncology, Ghent University Hospital, Ghent, Belgium
| | - Christopher J. Talbot
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
| | - Tim Rattay
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
| | - Adam Webb
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
| | - Paul R. Symonds
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
| | - Kerstie Johnson
- Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
| | - Maarten Lambrecht
- Department of Radiation Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Karin Haustermans
- Department of Radiation Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Gert De Meerleer
- Department of Radiation Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Dirk de Ruysscher
- Maastricht University Medical Center, Maastricht, Netherlands
- Department of Radiation Oncology (Maastro), GROW Institute for Oncology and Developmental Biology, Maastricht, Netherlands
| | - Ben Vanneste
- Department of Radiation Oncology (Maastro), GROW Institute for Oncology and Developmental Biology, Maastricht, Netherlands
| | - Evert Van Limbergen
- Maastricht University Medical Center, Maastricht, Netherlands
- Department of Radiation Oncology (Maastro), GROW Institute for Oncology and Developmental Biology, Maastricht, Netherlands
| | - Ananya Choudhury
- Translational Radiobiology Group, Division of Cancer Sciences, Manchester Academic Health Science Centre, Christie Hospital, University of Manchester, Manchester, United Kingdom
| | - Rebecca M. Elliott
- Translational Radiobiology Group, Division of Cancer Sciences, Manchester Academic Health Science Centre, Christie Hospital, University of Manchester, Manchester, United Kingdom
| | - Elena Sperk
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Carsten Herskind
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Marlon R. Veldwijk
- Department of Radiation Oncology, Universitätsmedizin Mannheim, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Barbara Avuzzi
- Department of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Tommaso Giandini
- Department of Medical Physics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Riccardo Valdagni
- Department of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
- Department of Oncology and Haemato-Oncology, University of Milan, Milan, Italy
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alessandro Cicchetti
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - David Azria
- Department of Radiation Oncology, University Federation of Radiation Oncology, Montpellier Cancer Institute, Univ Montpellier MUSE, Grant INCa_Inserm_DGOS_12553, Inserm U1194, Montpellier, France
| | - Marie-Pierre Farcy Jacquet
- Department of Radiation Oncology, University Federation of Radiation Oncology, CHU Caremeau, Nîmes, France
| | - Barry S. Rosenstein
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, United States
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Richard G. Stock
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Kayla Collado
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Ana Vega
- Fundación Pública Galega de Medicina Xenómica, Grupo de Medicina Xenómica (USC), Santiago de Compostela, Spain
- Instituto de Investigación Sanitaria de Santiago de Compostela, Santiago de Compostela, Spain
- Biomedical Network on Rare Diseases (CIBERER), Madrid, Spain
| | - Miguel Elías Aguado-Barrera
- Fundación Pública Galega de Medicina Xenómica, Grupo de Medicina Xenómica (USC), Santiago de Compostela, Spain
- Instituto de Investigación Sanitaria de Santiago de Compostela, Santiago de Compostela, Spain
| | - Patricia Calvo
- Instituto de Investigación Sanitaria de Santiago de Compostela, Santiago de Compostela, Spain
- Department of Radiation Oncology, Complexo Hospitalario Universitario de Santiago, SERGAS, Santiago de Compostela, Spain
| | - Alison M. Dunning
- Strangeways Research Labs, Department of Oncology, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom
| | - Laura Fachal
- Strangeways Research Labs, Department of Oncology, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, United Kingdom
| | - Sarah L. Kerns
- Departments of Radiation Oncology and Surgery, University of Rochester Medical Center, Rochester, New York, NY, United States
| | - Debbie Payne
- Centre for Integrated Genomic Medical Research (CIGMR), University of Manchester, Manchester, United Kingdom
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Petra Seibold
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Catharine M. L. West
- Translational Radiobiology Group, Division of Cancer Sciences, Manchester Academic Health Science Centre, Christie Hospital, University of Manchester, Manchester, United Kingdom
| | - Tiziana Rancati
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
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Nicolai N, Nazzani S, Catanzaro M, Tesone A, Macchi A, Torelli T, Stagni S, Celso F, Agostini E, Cloecchia M, Avuzzi B, Lanocita R, Necchi A, Raggi D, Giannatempo P, Farè E, Salvioni R, Biasoni D. Retroperitoneal lymph-node dissection (RPLND) as upfront management in stage II germ-cell tumours: evaluation of safety and efficacy of open and laparoscopic procedures. EUR UROL SUPPL 2020. [DOI: 10.1016/s2666-1683(20)35543-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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Bresolin A, Garibaldi E, Faiella A, Cante D, Vavassori V, Waskiewicz JM, Girelli G, Avuzzi B, Villa E, Magli A, Noris Chiorda B, Munoz F, Sanguineti G, Gabriele P, Gatti M, Rancati T, Valdagni R, Di Muzio N, Fiorino C, Cozzarini C. Predictors of 2-Year Incidence of Patient-Reported Urinary Incontinence After Post-prostatectomy Radiotherapy: Evidence of Dose and Fractionation Effects. Front Oncol 2020; 10:1207. [PMID: 32850354 PMCID: PMC7396712 DOI: 10.3389/fonc.2020.01207] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Accepted: 06/15/2020] [Indexed: 11/13/2022] Open
Abstract
Objective: To investigate predictors of patient-reported urinary incontinence (PRUI) in the first 2 years after post-prostatectomy radiotherapy (PORT) with particular emphasis on possible dose-effect relationships. Patients and Methods: Two-hundred-thirteen patients, whose clinical and dosimetric data were prospectively collected within a registered multi-institutional cohort study, underwent PORT with adjuvant (n = 106) or salvage (n = 107) intent with conventional (n = 123, prescribed dose to the prostatic bed: 66.6–79.8Gy in 1.8–2.0Gy/fr) or moderately hypo- (n = 90, 65.8–76.8Gy in 2.1–2.7Gy/fr) fractionation during the period 2011–2017. PRUI was evaluated through the ICIQ-SF questionnaire filled in at baseline and every 6 months thereafter. The analysis focused on three ICIQ-based clinically relevant endpoints: (a) very frequent leakage (FREQUENCY, ICIQ3 score >3), (b) moderate to severe amount of urine loss (AMOUNT, ICIQ4>2) (c) objective severe symptoms (OBJECTIVE, ICIQ3+4>5). Predictors of the incidence within 2 years for the three endpoints were investigated focusing only on patients without endpoint symptoms at baseline. A uni-variable logistic regression analysis was performed in order to determine the best dose metrics describing PRUI risk in terms of 2-Gy equivalent dose (EQD2) calculated with different α/β values reported in the literature (0.8, 3, 5Gy), and to identify the most significant clinical variables. Variables showing p < 0.20 at uni-variable analysis were entered into a backward stepwise multi-variable logistic regression analysis. Lastly, the goodness of fit and model calibration were evaluated and internally validated. Results: Patients without symptoms at baseline experienced (a), (b), and/or (c) within 2 years in 41/130 (32%), 40/192 (21%), and 41/129 (32%) of the cases, respectively. EQD2 for α/β = 0.8Gy was the best dose metric associated with PRUI. Multi-variable analysis identified baseline incontinence levels as the strongest predictor for all endpoints (p < 0.006). Both FREQUENCY and OBJECTIVE were significantly influenced also by EQD2(α/β = 0.8Gy). The goodness of fit was excellent, as was the calibration; internal calibration confirmed apparent performance. Conclusion: Baseline mild urinary incontinence symptoms strongly modulate the 2-year risk of PRUI. In addition, FREQUENCY is characterized by a marked dose-effect relationship also influencing the trend of OBJECTIVE, with results more reliable than AMOUNT as an objective index. A strong impact of fractionation on severe PRUI after post-prostatectomy radiotherapy also emerged.
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Affiliation(s)
- Andrea Bresolin
- IRCCS Istituto Scientifico Ospedale San Raffaele, Medical Physics, Milan, Italy
- Fondazione Centro San Raffaele, Milan, Italy
| | - Elisabetta Garibaldi
- Istituto di Candiolo—Fondazione del Piemonte per l'Oncologia IRCCS, Radiotherapy, Turin, Italy
| | - Adriana Faiella
- IRCCS Istituto Nazionale dei Tumori “Regina Elena,” Radiotherapy, Rome, Italy
| | | | | | | | | | - Barbara Avuzzi
- Fondazione IRCCS Istituto Nazionale dei Tumori, Radiotherapy, Milan, Italy
| | - Elisa Villa
- Cliniche Gavazzeni-Humanitas, Radiotherapy, Bergamo, Italy
| | - Alessandro Magli
- Azienda Ospedaliero Universitaria S. Maria della Misericordia, Radiotherapy, Udine, Italy
| | | | - Fernando Munoz
- Ospedale Regionale Parini-AUSL Valle d'Aosta, Radiotherapy, Aosta, Italy
| | - Giuseppe Sanguineti
- IRCCS Istituto Nazionale dei Tumori “Regina Elena,” Radiotherapy, Rome, Italy
| | - Pietro Gabriele
- Istituto di Candiolo—Fondazione del Piemonte per l'Oncologia IRCCS, Radiotherapy, Turin, Italy
| | - Marco Gatti
- Istituto di Candiolo—Fondazione del Piemonte per l'Oncologia IRCCS, Radiotherapy, Turin, Italy
| | - Tiziana Rancati
- Fondazione IRCCS Istituto Nazionale dei Tumori, Prostate Cancer Program, Milan, Italy
| | - Riccardo Valdagni
- Fondazione IRCCS Istituto Nazionale dei Tumori, Radiotherapy, Milan, Italy
- Fondazione IRCCS Istituto Nazionale dei Tumori, Prostate Cancer Program, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Nadia Di Muzio
- Istituto Scientifico Ospedale San Raffaele, Radiotherapy, Milan, Italy
- University Vita-Salute San Raffaele, Milan, Italy
| | - Claudio Fiorino
- IRCCS Istituto Scientifico Ospedale San Raffaele, Medical Physics, Milan, Italy
- *Correspondence: Claudio Fiorino
| | - Cesare Cozzarini
- Istituto Scientifico Ospedale San Raffaele, Radiotherapy, Milan, Italy
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Badenchini F, Marenghi C, Avuzzi B, Bellardita L, Casale A, Catanzaro M, Claps M, Colecchia M, De Luca L, Di Florio T, Donegani S, Dordoni P, Macchi A, Messina A, Morlino S, Noris Chiorda B, Stagni S, Tesone A, Torelli T, Villa S, Zollo F, Magnani T, Rancati T, Valdagni R, Nicolai N. A predictive model to personalize follow up schedules for patients in active surveillance. EUR UROL SUPPL 2020. [DOI: 10.1016/s2666-1683(20)33880-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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42
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Scalco E, Belfatto A, Mastropietro A, Rancati T, Avuzzi B, Messina A, Valdagni R, Rizzo G. T2w‐MRI signal normalization affects radiomics features reproducibility. Med Phys 2020; 47:1680-1691. [DOI: 10.1002/mp.14038] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 01/13/2020] [Accepted: 01/14/2020] [Indexed: 01/01/2023] Open
Affiliation(s)
- Elisa Scalco
- CNR, Institute of Biomedical Technologies (ITB) Segrate Italy
- CNR, Institute of Molecular Bioimaging and Physiology (IBFM) Segrate Italy
| | - Antonella Belfatto
- CNR, Institute of Molecular Bioimaging and Physiology (IBFM) Segrate Italy
| | - Alfonso Mastropietro
- CNR, Institute of Biomedical Technologies (ITB) Segrate Italy
- CNR, Institute of Molecular Bioimaging and Physiology (IBFM) Segrate Italy
| | - Tiziana Rancati
- Fondazione IRCCS Istituto Nazionale dei Tumori Prostate Cancer Program Milano Italy
| | - Barbara Avuzzi
- Radiation Oncology 1 Fondazione IRCCS Istituto Nazionale dei Tumori Milano Italy
| | - Antonella Messina
- Radiology Fondazione IRCCS Istituto Nazionale dei Tumori Milano Italy
| | - Riccardo Valdagni
- Fondazione IRCCS Istituto Nazionale dei Tumori Prostate Cancer Program Milano Italy
- Radiation Oncology 1 Fondazione IRCCS Istituto Nazionale dei Tumori Milano Italy
- Department of Oncology and Hemato‐oncology Università degli Studi di Milano Milano Italy
| | - Giovanna Rizzo
- CNR, Institute of Biomedical Technologies (ITB) Segrate Italy
- CNR, Institute of Molecular Bioimaging and Physiology (IBFM) Segrate Italy
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Rancati T, Bedini N, De Cecco L, Avuzzi B, Morlino S, Noris Chiorda B, Dispinzieri M, Villa S, Di Florio T, Badenchini F, Palorini F, Giandini T, Cicchetti A, Mancinelli E, Serafini M, De Vecchi A, Orlandi E, Valdagni R. OC-0616 Introducing information on gut microbiota into toxicity modeling: preliminary results from a trial. Radiother Oncol 2019. [DOI: 10.1016/s0167-8140(19)31036-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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44
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Munoz F, Cante D, Garibaldi E, Peruzzo A, Petrucci E, Delmastro E, Sanguineti G, Faiella A, Avuzzi B, Chiorda BN, Giandini T, Vavassori V, Villa E, Girelli G, Farina B, Waskiewicz J, Magli A, Moretti E, Valdagni R, Bianconi C, Badenchini F, Di Muzio N, Rancati T, Fiorino C, Cozzarini C. PO-0850 Comparison of self-reported acute urinary incontinence in pts treated with adjuvant or salvage IMRT. Radiother Oncol 2019. [DOI: 10.1016/s0167-8140(19)31270-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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45
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Valvo F, Ciurlia E, Avuzzi B, Doci R, Ducreux M, Roelofsen F, Roth A, Trama A, Wittekind C, Bosset JF. Cancer of the anal region. Crit Rev Oncol Hematol 2019; 135:115-127. [DOI: 10.1016/j.critrevonc.2018.12.007] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2017] [Revised: 12/06/2018] [Accepted: 12/19/2018] [Indexed: 11/25/2022] Open
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Palorini F, Cicchetti A, Rancati T, Cozzarini C, Avuzzi B, Botti A, Cante D, Borca VC, Esposti CD, Garibaldi E, Girelli G, Iotti C, Maggio A, Munoz F, Palombarini M, Pierelli A, Pignoli E, Vavassori V, Valdagni R, Fiorino C. 47. Dependence from dose and fractionation of late severe urinary toxicities after radical radiotherapy for prostate cancer. Phys Med 2018. [DOI: 10.1016/j.ejmp.2018.04.057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
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47
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Torrente S, Andreani S, Badenchini F, Rancati T, Marenghi C, Avuzzi B, Morlino S, Bedini N, Villa S, Noris Chiorda B, Palorini F, Andreoli L, Di Florio T, Catanzaro M, Stagni S, Biasoni D, Torelli T, Tesone A, Nicolai N, Valdagni R. Clinical Results for an Active Surveillance Cohort with Localized Prostate Cancer Receiving RT after Exiting Active Surveillance. Int J Radiat Oncol Biol Phys 2018. [DOI: 10.1016/j.ijrobp.2018.07.282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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48
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Cicchetti A, Avuzzi B, Palorini F, Ballarini F, Stucchi C, Fellin G, Gabriele P, Vavassori V, Esposti CD, Cozzarini C, Fiorino C, Rancati T, Valdagni R. Predicting Late Fecal Incontinence Risk After Radiation Therapy for Prostate Cancer: New Insights From External Independent Validation. Int J Radiat Oncol Biol Phys 2018; 102:127-136. [PMID: 29970313 DOI: 10.1016/j.ijrobp.2018.05.013] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2017] [Revised: 03/30/2018] [Accepted: 05/02/2018] [Indexed: 12/24/2022]
Abstract
PURPOSE This study aimed to validate a previously published predictive model for late fecal incontinence (FI) in a contemporary population of prostate cancer patients treated with radical radiation therapy. METHODS AND MATERIALS The validation included patients treated with intensity-modulated radiation therapy (IMRT) (2010-2014). Prescribed dose range was 65-80 Gy, including conventional and moderate hypo-fractionated treatments. Rectal toxicity was scored using LENT/SOMA, a minimum 2-year follow up was considered. We chose to validate the model published by Rancati et al for predicting chronic FI, developed on a 3-dimensional conformal radiation therapy (3DCRT) population. It considered a longitudinal endpoint defined as the average toxicity grade during the follow up. This continuous endpoint was dichotomized using a cut-off value of mean FI grade >1. The model included mean rectal dose (Dmean), previous diseases of the colon (COLO) and previous abdominal surgery (SURG). Doses were corrected to 2 Gy/fraction using the linear-quadratic model and applying alpha/beta ratio = 4.8 Gy. RESULTS 228 patients constituted the validation population. A mean FI grade >1 was scored in 25 patients (11%). Logistic regression confirmed risk factors reported in the literature, with similar odds ratios (ORs) for Dmean (1.04 ± 0.03 vs 1.06 ± 0.04) and SURG (1.9 ± 1.7 vs 1.6 ± 1.45); COLO was not confirmed. Consequently, the predictive models including Dmean/Dmean + SURG were evaluated using calibration plots. Both showed a clear discriminative trend, but the absolute observed toxicity rates were underestimated (ie, absolute predicted rates were always lower than corresponding absolute observed rates). This result was consistent with an unexpected effect of hypofractionation (OR = 2.20, conventional = 8.1% vs hypofractionated = 17.4%) beyond the standard correction using linear-quadratic model. Nevertheless, the FI rate in the conventionally treated group was almost double the rate observed in the previously studied cohort (4.3% vs 8.1%). CONCLUSIONS The study confirms previously published results indicating that abdominal surgery and rectal mean dose are risk factors for late FI. Calibration plots highlight a possible role of hypofractionation beyond linear-quadratic correction.
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Affiliation(s)
- Alessandro Cicchetti
- Fondazione IRCCS Istituto Nazionale dei Tumori, Prostate Cancer Program, Milan, Italy; Università degli Studi di Pavia, Physics Department, Pavia, Italy
| | - Barbara Avuzzi
- Fondazione IRCCS Istituto Nazionale dei Tumori, Radiation Oncology 1, Milan, Italy
| | - Federica Palorini
- Fondazione IRCCS Istituto Nazionale dei Tumori, Prostate Cancer Program, Milan, Italy
| | - Francesca Ballarini
- Università degli Studi di Pavia, Physics Department, Pavia, Italy; INFN-Section of Pavia, Pavia, Italy
| | - Claudio Stucchi
- Fondazione IRCCS Istituto Nazionale dei Tumori, Medical Physics, Milan, Italy
| | | | - Pietro Gabriele
- Istituto di Candiolo- Fondazione del Piemonte per l'Oncologia IRCCS, Radiotherapy, Torino, Italy
| | | | | | - Cesare Cozzarini
- San Raffaele Scientific Institute, Radiation Oncology, Milan, Italy
| | - Claudio Fiorino
- San Raffaele Scientific Institute, Medical Physics, Milan, Italy
| | - Tiziana Rancati
- Fondazione IRCCS Istituto Nazionale dei Tumori, Prostate Cancer Program, Milan, Italy.
| | - Riccardo Valdagni
- Fondazione IRCCS Istituto Nazionale dei Tumori, Prostate Cancer Program, Milan, Italy; Fondazione IRCCS Istituto Nazionale dei Tumori, Radiation Oncology 1, Milan, Italy; Università degli Studi di Milano, Department of Oncology and Hemato-oncology, Milan, Italy
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49
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Carrara M, Massari E, Cicchetti A, Giandini T, Avuzzi B, Palorini F, Stucchi C, Fellin G, Gabriele P, Vavassori V, Degli Esposti C, Cozzarini C, Pignoli E, Fiorino C, Rancati T, Valdagni R. Development of a Ready-to-Use Graphical Tool Based on Artificial Neural Network Classification: Application for the Prediction of Late Fecal Incontinence After Prostate Cancer Radiation Therapy. Int J Radiat Oncol Biol Phys 2018; 102:1533-1542. [PMID: 30092335 DOI: 10.1016/j.ijrobp.2018.07.2014] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Revised: 06/19/2018] [Accepted: 07/26/2018] [Indexed: 12/13/2022]
Abstract
PURPOSE This study was designed to apply artificial neural network (ANN) classification methods for the prediction of late fecal incontinence (LFI) after high-dose prostate cancer radiation therapy and to develop a ready-to-use graphical tool. MATERIALS AND METHODS In this study, 598 men recruited in 2 national multicenter trials were analyzed. Information was recorded on comorbidity, previous abdominal surgery, use of drugs, and dose distribution. Fecal incontinence was prospectively evaluated through self-reported questionnaires. To develop the ANN, the study population was randomly split into training (n = 300), validation (n = 149), and test (n = 149) sets. Mean grade of longitudinal LFI (ie, expressed as the average incontinence grade over the first 3 years after radiation therapy) ≥1 was considered the endpoint. A suitable subset of variables able to better predict LFI was selected by simulating 100,000 ANN configurations. The search for the definitive ANN was then performed by varying the number of inputs and hidden neurons from 4 to 5 and from 1 to 9, respectively. A final classification model was established as the average of the best 5 among 500 ANNs with the same architecture. An ANN-based graphical method to compute LFI prediction was developed to include one continuous and n dichotomous variables. RESULTS An ANN architecture was selected, with 5 input variables (mean dose, previous abdominal surgery, use of anticoagulants, use of antihypertensive drugs, and use of neoadjuvant and adjuvant hormone therapy) and 4 hidden neurons. The developed classification model correctly identified patients with LFI with 80.8% sensitivity and 63.7% ± 1.0% specificity and an area under the curve of 0.78. The developed graphical tool may efficiently classify patients in low, intermediate, and high LFI risk classes. CONCLUSIONS An ANN-based model was developed to predict LFI. The model was translated in a ready-to-use graphical tool for LFI risk classification, with direct interpretation of the role of the predictors.
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Affiliation(s)
- Mauro Carrara
- Department of Medical Physics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
| | - Eleonora Massari
- Department of Medical Physics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alessandro Cicchetti
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Tommaso Giandini
- Department of Medical Physics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Barbara Avuzzi
- Department of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Federica Palorini
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Claudio Stucchi
- Department of Medical Physics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Giovanni Fellin
- Department of Radiation Oncology, Ospedale Santa Chiara, Trento, Italy
| | - Pietro Gabriele
- Department of Radiation Oncology, Istituto di Candiolo-Fondazione del Piemonte per l'Oncologia IRCCS, Candiolo, Italy
| | - Vittorio Vavassori
- Department of Radiation Oncology, Cliniche Gavazzeni-Humanitas, Bergamo, Italy
| | | | - Cesare Cozzarini
- Department of Radiation Oncology, San Raffaele Scientific Institute, Milano, Italy
| | - Emanuele Pignoli
- Department of Medical Physics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Claudio Fiorino
- Department of Medical Physics, San Raffaele Scientific Institute, Milano, Italy
| | - Tiziana Rancati
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Riccardo Valdagni
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Radiation Oncology 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Oncology and Hemato-oncology, Università degli Studi di Milano, Milan, Italy
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50
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Palorini F, Cicchetti A, Rancati T, Cozzarini C, Avuzzi B, Botti A, Cante D, Casanova Borca V, Degli Esposti C, Garibaldi E, Girelli G, Iotti C, Maggio A, Munoz F, Palombarini M, Pierelli A, Pignoli E, Vavassori V, Valdagni R, Fiorino C. PV-0320: NTCP models of late severe urinary symptoms after radical IMRT for prostate cancer. Radiother Oncol 2018. [DOI: 10.1016/s0167-8140(18)30630-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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