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Corrao G, Marvaso G, Mastroleo F, Biffi A, Pellegrini G, Minari S, Vincini MG, Zaffaroni M, Zerini D, Volpe S, Gaito S, Mazzola GC, Bergamaschi L, Cattani F, Petralia G, Musi G, Ceci F, De Cobelli O, Orecchia R, Alterio D, Jereczek-Fossa BA. Photon vs proton hypofractionation in prostate cancer: A systematic review and meta-analysis. Radiother Oncol 2024; 195:110264. [PMID: 38561122 DOI: 10.1016/j.radonc.2024.110264] [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: 12/14/2023] [Revised: 03/21/2024] [Accepted: 03/24/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND High-level evidence on hypofractionated proton therapy (PT) for localized and locally advanced prostate cancer (PCa) patients is currently missing. The aim of this study is to provide a systematic literature review to compare the toxicity and effectiveness of curative radiotherapy with photon therapy (XRT) or PT in PCa. METHODS PubMed, Embase, and the Cochrane Library databases were systematically searched up to April 2022. Men with a diagnosis of PCa who underwent curative hypofractionated RT treatment (PT or XRT) were included. Risk of grade (G) ≥ 2 acute and late genitourinary (GU) OR gastrointestinal (GI) toxicity were the primary outcomes of interest. Secondary outcomes were five-year biochemical relapse-free survival (b-RFS), clinical relapse-free, distant metastasis-free, and prostate cancer-specific survival. Heterogeneity between study-specific estimates was assessed using Chi-square statistics and measured with the I2 index (heterogeneity measure across studies). RESULTS A total of 230 studies matched inclusion criteria and, due to overlapped populations, 160 were included in the present analysis. Significant lower rates of G ≥ 2 acute GI incidence (2 % vs 7 %) and improved 5-year biochemical relapse-free survival (95 % vs 91 %) were observed in the PT arm compared to XRT. PT benefits in 5-year biochemical relapse-free survival were maintained for the moderate hypofractionated arm (p-value 0.0122) and among patients in intermediate and low-risk classes (p-values < 0.0001 and 0.0368, respectively). No statistically relevant differences were found for the other considered outcomes. CONCLUSION The present study supports that PT is safe and effective for localized PCa treatment, however, more data from RCTs are needed to draw solid evidence in this setting and further effort must be made to identify the patient subgroups that could benefit the most from PT.
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Affiliation(s)
- Giulia Corrao
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Giulia Marvaso
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Federico Mastroleo
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Annalisa Biffi
- National Centre of Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy; Unit of Biostatistics, Epidemiology and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy
| | - Giacomo Pellegrini
- National Centre of Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy; Unit of Biostatistics, Epidemiology and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy
| | - Samuele Minari
- National Centre of Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy
| | - Maria Giulia Vincini
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy.
| | - Mattia Zaffaroni
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy.
| | - Dario Zerini
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Stefania Volpe
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Simona Gaito
- Proton Clinical Outcomes Unit, The Christie NHS Proton Beam Therapy Centre, Manchester, UK; Division of Clinical Cancer Science, School of Medical Sciences, The University of Manchester, Manchester, UK
| | | | - Luca Bergamaschi
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Federica Cattani
- Unit of Medical Physics, European Institute of Oncology IRCCS, Milan, Italy
| | - Giuseppe Petralia
- Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy; Division of Radiology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Gennaro Musi
- Division of Urology, European Institute of Oncology IRCCS, Milan, Italy
| | - Francesco Ceci
- Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy; Division of Nuclear Medicine and Theranostics, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - Ottavio De Cobelli
- Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy; Division of Urology, European Institute of Oncology IRCCS, Milan, Italy
| | - Roberto Orecchia
- Scientific Directorate, European Institute of Oncology IRCCS, Milan, Italy
| | - Daniela Alterio
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
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Franciosini G, Carlotti D, Cattani F, De Gregorio A, De Liso V, De Rosa F, Di Francesco M, Di Martino F, Felici G, Pensavalle JH, Leonardi MC, Marafini M, Muscato A, Paiar F, Patera V, Poortmans P, Sciubba A, Schiavi A, Toppi M, Traini G, Trigilio A, Sarti A. IOeRT conventional and FLASH treatment planning system implementation exploiting fast GPU Monte Carlo: The case of breast cancer. Phys Med 2024; 121:103346. [PMID: 38608421 DOI: 10.1016/j.ejmp.2024.103346] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 03/13/2024] [Accepted: 04/01/2024] [Indexed: 04/14/2024] Open
Abstract
Partial breast irradiation for the treatment of early-stage breast cancer patients can be performed by means of Intra Operative electron Radiation Therapy (IOeRT). One of the main limitations of this technique is the absence of a treatment planning system (TPS) that could greatly help in ensuring a proper coverage of the target volume during irradiation. An IOeRT TPS has been developed using a fast Monte Carlo (MC) and an ultrasound imaging system to provide the best irradiation strategy (electron beam energy, applicator position and bevel angle) and to facilitate the optimisation of dose prescription and delivery to the target volume while maximising the organs at risk sparing. The study has been performed in silico, exploiting MC simulations of a breast cancer treatment. Ultrasound-based input has been used to compute the absorbed dose maps in different irradiation strategies and a quantitative comparison between the different options was carried out using Dose Volume Histograms. The system was capable of exploring different beam energies and applicator positions in few minutes, identifying the best strategy with an overall computation time that was found to be completely compatible with clinical implementation. The systematic uncertainty related to tissue deformation during treatment delivery with respect to imaging acquisition was taken into account. The potential and feasibility of a GPU based full MC TPS implementation of IOeRT breast cancer treatments has been demonstrated in-silico. This long awaited tool will greatly improve the treatment safety and efficacy, overcoming the limits identified within the clinical trials carried out so far.
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Affiliation(s)
- G Franciosini
- Sapienza, University of Rome, Department of Scienze di Base e Applicate all'Ingegneria, Rome, Italy; National Institute of Nuclear Physics, INFN, Section of Rome I, Rome, Italy
| | - D Carlotti
- Operative Research Unit of Radiation Oncology, Fondazione Policlinico Universitatio Campus-Bio Medico, Rome, Italy
| | - F Cattani
- Unit of Medical Physics, European Institute of Oncology IRCCS, Milan, Italy
| | - A De Gregorio
- National Institute of Nuclear Physics, INFN, Section of Rome I, Rome, Italy; Sapienza, University of Rome, Department of Physics, Rome, Italy
| | - V De Liso
- S.I.T. Sordina IORT Technologies S.p.A, Aprilia, Italy
| | - F De Rosa
- Sapienza, University of Rome, Department of Scienze di Base e Applicate all'Ingegneria, Rome, Italy
| | | | - F Di Martino
- Centro Pisano Multidisciplinare sulla Ricerca e Implementazione Clinica della Flash Radiotherapy (CPFR), Pisa, Italy; University of Pisa, Department of Physics, Pisa, Italy; Azienda Ospedaliero Universitaria Pisa (AOUP), Fisica Sanitaria, Pisa, Italy; National Institute of Nuclear Physics, INFN, Section of Pisa, Pisa, Italy
| | - G Felici
- S.I.T. Sordina IORT Technologies S.p.A, Aprilia, Italy
| | - J Harold Pensavalle
- S.I.T. Sordina IORT Technologies S.p.A, Aprilia, Italy; Centro Pisano Multidisciplinare sulla Ricerca e Implementazione Clinica della Flash Radiotherapy (CPFR), Pisa, Italy; National Institute of Nuclear Physics, INFN, Section of Pisa, Pisa, Italy
| | - M C Leonardi
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - M Marafini
- National Institute of Nuclear Physics, INFN, Section of Rome I, Rome, Italy; Museo Storico della Fisica e Centro Studi e Ricerche "E. Fermi", Rome, Italy
| | - A Muscato
- National Institute of Nuclear Physics, INFN, Section of Rome I, Rome, Italy; Specialty School of Medical Physics, La Sapienza University of Rome, Rome, Italy
| | - F Paiar
- Centro Pisano Multidisciplinare sulla Ricerca e Implementazione Clinica della Flash Radiotherapy (CPFR), Pisa, Italy; Azienda Ospedaliero Universitaria Pisa (AOUP), Fisica Sanitaria, Pisa, Italy
| | - V Patera
- Sapienza, University of Rome, Department of Scienze di Base e Applicate all'Ingegneria, Rome, Italy; National Institute of Nuclear Physics, INFN, Section of Rome I, Rome, Italy
| | - P Poortmans
- Department of Radiation Oncology, Iridium Netwerk, Antwerp, Belgium; University of Antwerp, Faculty of Medicine and Health Sciences, Antwerp, Belgium
| | - A Sciubba
- Sapienza, University of Rome, Department of Scienze di Base e Applicate all'Ingegneria, Rome, Italy; National Institute of Nuclear Physics, INFN, Frascati National Laboratories (LNF), Rome, Italy
| | - A Schiavi
- Sapienza, University of Rome, Department of Scienze di Base e Applicate all'Ingegneria, Rome, Italy; National Institute of Nuclear Physics, INFN, Section of Rome I, Rome, Italy
| | - M Toppi
- Sapienza, University of Rome, Department of Scienze di Base e Applicate all'Ingegneria, Rome, Italy; National Institute of Nuclear Physics, INFN, Section of Rome I, Rome, Italy
| | - G Traini
- National Institute of Nuclear Physics, INFN, Section of Rome I, Rome, Italy
| | - A Trigilio
- Sapienza, University of Rome, Department of Physics, Rome, Italy; National Institute of Nuclear Physics, INFN, Frascati National Laboratories (LNF), Rome, Italy
| | - A Sarti
- Sapienza, University of Rome, Department of Scienze di Base e Applicate all'Ingegneria, Rome, Italy; National Institute of Nuclear Physics, INFN, Section of Rome I, Rome, Italy.
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Marvaso G, Isaksson LJ, Zaffaroni M, Vincini MG, Summers PE, Pepa M, Corrao G, Mazzola GC, Rotondi M, Mastroleo F, Raimondi S, Alessi S, Pricolo P, Luzzago S, Mistretta FA, Ferro M, Cattani F, Ceci F, Musi G, De Cobelli O, Cremonesi M, Gandini S, La Torre D, Orecchia R, Petralia G, Jereczek-Fossa BA. Can we predict pathology without surgery? Weighing the added value of multiparametric MRI and whole prostate radiomics in integrative machine learning models. Eur Radiol 2024:10.1007/s00330-024-10699-3. [PMID: 38507053 DOI: 10.1007/s00330-024-10699-3] [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: 12/01/2023] [Revised: 01/29/2024] [Accepted: 02/18/2024] [Indexed: 03/22/2024]
Abstract
OBJECTIVE To test the ability of high-performance machine learning (ML) models employing clinical, radiological, and radiomic variables to improve non-invasive prediction of the pathological status of prostate cancer (PCa) in a large, single-institution cohort. METHODS Patients who underwent multiparametric MRI and prostatectomy in our institution in 2015-2018 were considered; a total of 949 patients were included. Gradient-boosted decision tree models were separately trained using clinical features alone and in combination with radiological reporting and/or prostate radiomic features to predict pathological T, pathological N, ISUP score, and their change from preclinical assessment. Model behavior was analyzed in terms of performance, feature importance, Shapley additive explanation (SHAP) values, and mean absolute error (MAE). The best model was compared against a naïve model mimicking clinical workflow. RESULTS The model including all variables was the best performing (AUC values ranging from 0.73 to 0.96 for the six endpoints). Radiomic features brought a small yet measurable boost in performance, with the SHAP values indicating that their contribution can be critical to successful prediction of endpoints for individual patients. MAEs were lower for low-risk patients, suggesting that the models find them easier to classify. The best model outperformed (p ≤ 0.0001) clinical baseline, resulting in significantly fewer false negative predictions and overall was less prone to under-staging. CONCLUSIONS Our results highlight the potential benefit of integrative ML models for pathological status prediction in PCa. Additional studies regarding clinical integration of such models can provide valuable information for personalizing therapy offering a tool to improve non-invasive prediction of pathological status. CLINICAL RELEVANCE STATEMENT The best machine learning model was less prone to under-staging of the disease. The improved accuracy of our pathological prediction models could constitute an asset to the clinical workflow by providing clinicians with accurate pathological predictions prior to treatment. KEY POINTS • Currently, the most common strategies for pre-surgical stratification of prostate cancer (PCa) patients have shown to have suboptimal performances. • The addition of radiological features to the clinical features gave a considerable boost in model performance. Our best model outperforms the naïve model, avoiding under-staging and resulting in a critical advantage in the clinic. •Machine learning models incorporating clinical, radiological, and radiomics features significantly improved accuracy of pathological prediction in prostate cancer, possibly constituting an asset to the clinical workflow.
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Affiliation(s)
- Giulia Marvaso
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | | | - Mattia Zaffaroni
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.
| | - Maria Giulia Vincini
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.
| | - Paul Eugene Summers
- Division of Radiology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Matteo Pepa
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Giulia Corrao
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | | | - Marco Rotondi
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Federico Mastroleo
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
- University of Piemonte Orientale, Novara, Italy
| | - Sara Raimondi
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Sarah Alessi
- Division of Radiology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Paola Pricolo
- Division of Radiology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Stefano Luzzago
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Division of Urology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Francesco Alessandro Mistretta
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Division of Urology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Matteo Ferro
- Division of Urology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Federica Cattani
- Medical Physics Unit, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Francesco Ceci
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Division of Nuclear Medicine, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - Gennaro Musi
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Division of Urology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Ottavio De Cobelli
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Division of Urology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Marta Cremonesi
- Radiation Research Unit, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Sara Gandini
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Davide La Torre
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- SKEMA Business School, Université Côte d'Azur, Sophia Antipolis, France
| | - Roberto Orecchia
- Scientific Directorate, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Giuseppe Petralia
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Division of Radiology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
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Marvaso G, Corrao G, Repetti I, Lorubbio C, Bellerba F, Zaffaroni M, Vincini MG, Zerini D, Alessi S, Luzzago S, Mistretta FA, Fodor C, Cambria R, Cattani F, Ceci F, Musi G, De Cobelli O, Zilli T, Gandini S, Orecchia R, Petralia G, Jereczek-Fossa BA. Extreme-hypofractionated RT with concomitant boost to the DIL in PCa: a 5-year update on oncological and patient-reported outcomes for the phase II trial "GIVE ME FIVE". World J Urol 2024; 42:169. [PMID: 38492078 DOI: 10.1007/s00345-024-04876-8] [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: 11/02/2023] [Accepted: 02/09/2024] [Indexed: 03/18/2024] Open
Abstract
AIM The present work reports updated oncological results and patients-reported outcomes at 5 years of phase II trial "Short-term high precision RT for early prostate cancer with SIB to the dominant intraprostatic lesion (DIL) for patients with early-stage PCa". METHODS Data from patients enrolled within AIRC IG-13218 (NCT01913717) trial were analyzed. Clinical and GU/GI toxicity assessment and PSA measurements were performed every 3 months for at least 2 years after RT end. QoL of enrolled patients was assessed by IPSS, EORTC QLQ-C30, EORTC QLQ-PR25, and IIEF-5. Patients' score changes were calculated at the end of RT and at 1, 12, and 60 months after RT. RESULTS A total of 65 patients were included. At a median follow-up of 5 years, OS resulted 86%. Biochemical and clinical progression-free survival at 5 years were 95%. The median PSA at baseline was 6.07 ng/ml, while at last follow-up resulted 0.25 ng/ml. IPSS showed a statistically significant variation in urinary function from baseline (p = 0.002), with the most relevant deterioration 1 month after RT, with a recovery toward baseline at 12 months (p ≤ 0.0001). A numerical improvement in QoL according to the EORTC QLQ-C30 has been reported although not statistically significant. No change in sexual activity was recorded after RT. CONCLUSIONS The study confirms that extreme hypofractionation with a DIL boost is safe and effective, with no severe effects on the QoL. The increasing dose to the DIL does not worsen the RT toxicity, thus opening the possibility of an even more escalated treatment.
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Affiliation(s)
- Giulia Marvaso
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Giulia Corrao
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Ilaria Repetti
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Chiara Lorubbio
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Federica Bellerba
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Mattia Zaffaroni
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.
| | - Maria Giulia Vincini
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Dario Zerini
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Sarah Alessi
- Division of Radiology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Stefano Luzzago
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Division of Urology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Francesco Alessandro Mistretta
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Division of Urology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Cristiana Fodor
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Raffaella Cambria
- Medical Physics Unit, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Federica Cattani
- Medical Physics Unit, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Francesco Ceci
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Division of Nuclear Medicine, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - Gennaro Musi
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Division of Urology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Ottavio De Cobelli
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Division of Urology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Thomas Zilli
- Department of Radiation Oncology, Oncology Institute of Southern Switzerland, Ente Ospedaliero Cantonale, Bellinzona, Switzerland
- Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Sara Gandini
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Roberto Orecchia
- Scientific Directorate, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Giuseppe Petralia
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Division of Radiology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
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5
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Alterio D, Vincini MG, Volpe S, Bergamaschi L, Zaffaroni M, Gandini S, Peruzzotti G, Cattani F, Garibaldi C, Jereczek-Fossa BA, Orecchia R. A multicenter high-quality data registry for advanced proton therapy approaches: the POWER registry. BMC Cancer 2024; 24:333. [PMID: 38475762 PMCID: PMC10935828 DOI: 10.1186/s12885-024-12059-2] [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: 07/18/2023] [Accepted: 02/26/2024] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND Paucity and low evidence-level data on proton therapy (PT) represent one of the main issues for the establishment of solid indications in the PT setting. Aim of the present registry, the POWER registry, is to provide a tool for systematic, prospective, harmonized, and multidimensional high-quality data collection to promote knowledge in the field of PT with a particular focus on the use of hypofractionation. METHODS All patients with any type of oncologic disease (benign and malignant disease) eligible for PT at the European Institute of Oncology (IEO), Milan, Italy, will be included in the present registry. Three levels of data collection will be implemented: Level (1) clinical research (patients outcome and toxicity, quality of life, and cost/effectiveness analysis); Level (2) radiological and radiobiological research (radiomic and dosiomic analysis, as well as biological modeling); Level (3) biological and translational research (biological biomarkers and genomic data analysis). Endpoints and outcome measures of hypofractionation schedules will be evaluated in terms of either Treatment Efficacy (tumor response rate, time to progression/percentages of survivors/median survival, clinical, biological, and radiological biomarkers changes, identified as surrogate endpoints of cancer survival/response to treatment) and Toxicity. The study protocol has been approved by the IEO Ethical Committee (IEO 1885). Other than patients treated at IEO, additional PT facilities (equipped with Proteus®ONE or Proteus®PLUS technologies by IBA, Ion Beam Applications, Louvain-la-Neuve, Belgium) are planned to join the registry data collection. Moreover, the registry will be also fully integrated into international PT data collection networks.
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Affiliation(s)
- Daniela Alterio
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Maria Giulia Vincini
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy.
| | - Stefania Volpe
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Luca Bergamaschi
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Mattia Zaffaroni
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Sara Gandini
- Molecular and Pharmaco-Epidemiology Unit, Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Giulia Peruzzotti
- Clinical Trial Office, European Institute of Oncology IRCCS, Milan, Italy
| | - Federica Cattani
- Medical Physics Unit, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Cristina Garibaldi
- Unit of Radiation Research, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Roberto Orecchia
- Scientific Directorate, European Institute of Oncology IRCCS, Milan, Italy
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6
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Franzetti J, Durante S, Mastroleo F, Volpe S, De Lorenzi F, Rotondi M, Lorubbio C, Vitullo A, Frassoni S, Bagnardi V, Cambria R, Cattani F, Vavassori A, Jereczek-Fossa BA. Post-operative KEloids iRradiation (POKER): does the surgery/high-dose interventional radiotherapy association make a winning hand? Radiol Med 2024; 129:328-334. [PMID: 38280971 PMCID: PMC10879234 DOI: 10.1007/s11547-024-01756-4] [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] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 01/02/2024] [Indexed: 01/29/2024]
Abstract
PURPOSE To report the results involving post-operative interventional radiotherapy (POIRT) in a homogenous cohort of patients affected by keloid and treated at a single institution with the same fractionation schedule. PATIENTS AND METHODS Inclusion criteria were: surgery with a histopathological diagnosis of keloid, subsequent high-dose rate interventional radiotherapy (HDR-IRT)-12 Gy in 4 fractions (3 Gy/fr) twice a day-and follow-up period ≥ 24 months. RESULTS One-hundred and two patients and a total of 135 keloids were eligible for the analyses. Median follow-up was 64 [IQR: 25-103] months. Thirty-six (26.7%) recurrences were observed, 12-months and 36-months cumulative incidence of recurrence were 20.7% (95% CI 12.2-28.5) and 23.8% (95% CI 14.9-31.7) respectively. History of spontaneous keloids (HR = 7.00, 95% CI 2.79-17.6, p < 0.001), spontaneous cheloid as keloid cause (HR = 6.97, 95% CI 2.05-23.7, p = 0.002) and sternal (HR = 10.6, 95% CI 3.08-36.8, p < 0.001), ear (HR = 6.03, 95% CI 1.71-21.3, p = 0.005) or limb (HR = 18.8, 95% CI 5.14-68.7, p < 0.001) keloid sites were significantly associated to a higher risk of recurrence. CONCLUSIONS The findings support the use of surgery and POIRT as an effective strategy for controlling keloid relapses. Further studies should focus on determining the optimal Biologically Effective Dose and on establishing a scoring system for patient selection.
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Affiliation(s)
- Jessica Franzetti
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Via Ripamonti, 435, 20141, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, 20122, Milan, Italy
| | - Stefano Durante
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Via Ripamonti, 435, 20141, Milan, Italy
| | - Federico Mastroleo
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Via Ripamonti, 435, 20141, Milan, Italy.
- Department of Translational Medicine, University of Piemonte Orientale (UPO), 28100, Novara, Italy.
| | - Stefania Volpe
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Via Ripamonti, 435, 20141, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, 20122, Milan, Italy
| | - Francesca De Lorenzi
- Department of Plastic and Reconstructive Surgery, European Institute of Oncology, IRCCS, Via Ripamonti, 435, 20141, Milan, Italy
| | - Marco Rotondi
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Via Ripamonti, 435, 20141, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, 20122, Milan, Italy
| | - Chiara Lorubbio
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Via Ripamonti, 435, 20141, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, 20122, Milan, Italy
| | - Angelo Vitullo
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Via Ripamonti, 435, 20141, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, 20122, Milan, Italy
| | - Samuele Frassoni
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy
| | - Vincenzo Bagnardi
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy
| | - Raffaella Cambria
- Unit of Medical Physics, European Institute of Oncology IRCCS, Milan, Italy
| | - Federica Cattani
- Unit of Medical Physics, European Institute of Oncology IRCCS, Milan, Italy
| | - Andrea Vavassori
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Via Ripamonti, 435, 20141, Milan, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Via Ripamonti, 435, 20141, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, 20122, Milan, Italy
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7
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Corrao G, Bergamaschi L, Eleonora Pierini V, Gaeta A, Volpe S, Pepa M, Zaffaroni M, Vincini MG, Fodor CI, Piperno G, Emiro F, Ferrari A, Gandini S, Cattani F, Orecchia R, Marvaso G, Jereczek-Fossa BA. Hippocampal region avoidance in whole brain radiotherapy in brain metastases: For all or for some? A real-world feasibility report. Tumori 2024; 110:34-43. [PMID: 38182553 DOI: 10.1177/03008916231206926] [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] [Indexed: 01/07/2024]
Abstract
PURPOSE Hippocampal sparing whole-brain radiotherapy (HS-WBRT) showed significantly lower long-term side effects compared to standard WBRT. Aim of this study is to describe a HS-WBRT real-world monoinstitutional experience within a retrospective cohort. METHODS Patients who completed HS-WBRT course, with Karnofsky Performance Status ⩾ 60 and radiological diagnosis of brain metastases (BMs) were enrolled. Treatment was performed using helical Tomotherapy scheduled in 30 Gy in 10 or 12 fractions or 25 Gy in 10 fractions. Oncological outcomes were clinically and radiologically assessed every three months. Toxicity was graded according to the National Cancer Institute Common Terminology Criteria for Adverse Events 4.3. RESULTS One hundred and nineteen patients from 2016 to 2020 met inclusion criteria; after a median follow-up of 18 months, 29 patients were alive; 6- and 12-months overall survival rates were 66% and 41%, respectively. HS-WBRT response was assessed for 72 patients. Median time to any progression and intracranial failure (IF) was 4.5 and 13.7 months, respectively. The 6- and 12-month IF rates were 85% and 57%. Among 40 patients (34%) who experienced IF, 17 (42%) were oligometastatic, 23 (58%) polymetastatic and 15/40 developed IF within the hippocampi avoidance zone. No grade (G) ⩾ 2 acute toxicities were reported and one G2 (dizziness) late toxicity was described. CONCLUSIONS HS-WBRT is well tolerated, and despite the hippocampal sparing region, the oncological control is satisfying. Further investigation is warranted to find patients who could most benefit from a HS-WBRT approach.
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Affiliation(s)
- Giulia Corrao
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Luca Bergamaschi
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Vanessa Eleonora Pierini
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Aurora Gaeta
- Molecular and Pharmaco-Epidemiology Unit, Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Stefania Volpe
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Matteo Pepa
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Mattia Zaffaroni
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Maria Giulia Vincini
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Gaia Piperno
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Francesca Emiro
- Unit of Medical Physics, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Annamaria Ferrari
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Sara Gandini
- Molecular and Pharmaco-Epidemiology Unit, Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Federica Cattani
- Unit of Medical Physics, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Roberto Orecchia
- Scientific Direction, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Giulia Marvaso
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
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8
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Volpe S, Zaffaroni M, Piperno G, Vincini MG, Zerella MA, Mastroleo F, Cattani F, Fodor CI, Bellerba F, Bonaldi T, Bonizzi G, Ceci F, Cremonesi M, Fusco N, Gandini S, Garibaldi C, Torre DL, Noberini R, Petralia G, Spaggiari L, Venetis K, Orecchia R, Casiraghi M, Jereczek-Fossa BA. Multi-omics integrative modelling for stereotactic body radiotherapy in early-stage non-small cell lung cancer: clinical trial protocol of the MONDRIAN study. BMC Cancer 2023; 23:1236. [PMID: 38102575 PMCID: PMC10722797 DOI: 10.1186/s12885-023-11701-9] [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: 10/02/2023] [Accepted: 11/30/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND Currently, main treatment strategies for early-stage non-small cell lung cancer (ES-NSCLC) disease are surgery or stereotactic body radiation therapy (SBRT), with successful local control rates for both approaches. However, regional and distant failure remain critical in SBRT, and it is paramount to identify predictive factors of response to identify high-risk patients who may benefit from more aggressive approaches. The main endpoint of the MONDRIAN trial is to identify multi-omic biomarkers of SBRT response integrating information from the individual fields of radiomics, genomics and proteomics. METHODS MONDRIAN is a prospective observational explorative cohort clinical study, with a data-driven, bottom-up approach. It is expected to enroll 100 ES-NSCLC SBRT candidates treated at an Italian tertiary cancer center with well-recognized expertise in SBRT and thoracic surgery. To identify predictors specific to SBRT, MONDRIAN will include data from 200 patients treated with surgery, in a 1:2 ratio, with comparable clinical characteristics. The project will have an overall expected duration of 60 months, and will be structured into five main tasks: (i) Clinical Study; (ii) Imaging/ Radiomic Study, (iii) Gene Expression Study, (iv) Proteomic Study, (v) Integrative Model Building. DISCUSSION Thanks to its multi-disciplinary nature, MONDRIAN is expected to provide the opportunity to characterize ES-NSCLC from a multi-omic perspective, with a Radiation Oncology-oriented focus. Other than contributing to a mechanistic understanding of the disease, the study will assist the identification of high-risk patients in a largely unexplored clinical setting. Ultimately, this would orient further clinical research efforts on the combination of SBRT and systemic treatments, such as immunotherapy, with the perspective of improving oncological outcomes in this subset of patients. TRIAL REGISTRATION The study was prospectively registered at clinicaltrials.gov (NCT05974475).
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Affiliation(s)
- Stefania Volpe
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, 20141, Italy.
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, 20122, Italy.
| | - Mattia Zaffaroni
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, 20141, Italy.
| | - Gaia Piperno
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, 20141, Italy
| | - Maria Giulia Vincini
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, 20141, Italy
| | - Maria Alessia Zerella
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, 20141, Italy
| | - Federico Mastroleo
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, 20141, Italy
- Department of Translational Medicine, University of Piemonte Orientale (UPO), Novara, 28100, Italy
| | - Federica Cattani
- Unit of Medical Physics, European Institute of Oncology (IEO) IRCCS, Milan, 20141, Italy
| | - Cristiana Iuliana Fodor
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, 20141, Italy
| | - Federica Bellerba
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, 20139, Italy
| | - Tiziana Bonaldi
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, 20122, Italy
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, 20139, Italy
| | - Giuseppina Bonizzi
- Biobank for Translational and Digital Medicine, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Francesco Ceci
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, 20122, Italy
- Division of Nuclear Medicine, IEO European Institute of Oncology IRCCS, Milan, 20141, Italy
| | - Marta Cremonesi
- Unit of Radiation Research, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - Nicola Fusco
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, 20122, Italy
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Sara Gandini
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, 20139, Italy
| | - Cristina Garibaldi
- Unit of Radiation Research, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - Davide La Torre
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, 20122, Italy
- SKEMA Business School, Université Côte d'Azur, Sophia Antipolis, France
| | - Roberta Noberini
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, 20139, Italy
| | - Giuseppe Petralia
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, 20122, Italy
- Precision Imaging and Research Unit, Department of Medical Imaging and Radiation Sciences, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Lorenzo Spaggiari
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, 20122, Italy
- Division of Thoracic Surgery, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
| | - Konstantinos Venetis
- Unit of Radiation Research, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - Roberto Orecchia
- Scientific Directorate, IEO European Institute of Oncology IRCCS, Milan, 20141, Italy
| | - Monica Casiraghi
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, 20122, Italy
- Division of Thoracic Surgery, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, 20141, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, 20122, Italy
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9
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Leonardi MC, Pepa M, Zaffaroni M, Vincini MG, Luraschi R, Vigorito S, Morra A, Dicuonzo S, Mazzola GC, Gerardi MA, Zerella MA, Cante D, Petrucci E, Borzì G, Marrocco M, Chieregato M, Iadanza L, Lobefalo F, Valenti M, Cavallo A, Russo S, Guernieri M, Malatesta T, Meaglia I, Liotta M, Palumbo I, Marcantonini M, Mezzenga E, Falivene S, Arrichiello C, Barbero MP, Ivaldi GB, Catalano G, Vidali C, Giannitto C, Ciabattoni A, Meattini I, Aristei C, Orecchia R, Cattani F, Jereczek-Fossa BA. Impact of inter-observer variability on first axillary level dosimetry in breast cancer radiotherapy: An AIRO multi-institutional study. Tumori 2023; 109:570-575. [PMID: 37688419 DOI: 10.1177/03008916231196801] [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] [Indexed: 09/10/2023]
Abstract
This study quantified the incidental dose to the first axillary level (L1) in locoregional treatment plan for breast cancer. Eighteen radiotherapy centres contoured L1-L4 on three different patients (P1,2,3), created the L2-L4 planning target volume (single centre planning target volume, SC-PTV) and elaborated a locoregional treatment plan. The L2-L4 gold standard clinical target volume (CTV) along with the gold standard L1 contour (GS-L1) were created by an expert consensus. The SC-PTV was then replaced by the GS-PTV and the incidental dose to GS-L1 was measured. Dosimetric data were analysed with Kruskal-Wallis test. Plans were intensity modulated radiotherapy (IMRT)-based. P3 with 90° arm setup had statistically significant higher L1 dose across the board than P1 and P2, with the mean dose (Dmean) reaching clinical significance. Dmean of P1 and P2 was consistent with the literature (77.4% and 74.7%, respectively). The incidental dose depended mostly on L1 proportion included in the breast fields, underlining the importance of the setup, even in case of IMRT.
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Affiliation(s)
| | - Matteo Pepa
- Division of Radiation Oncology, Istituto Europeo di Oncologia, IRCCS, Milano, Italy
| | - Mattia Zaffaroni
- Division of Radiation Oncology, Istituto Europeo di Oncologia, IRCCS, Milano, Italy
| | | | - Rosa Luraschi
- Unit of Medical Physics, Istituto Europeo di Oncologia, IRCCS, Milano, Italy
| | - Sabrina Vigorito
- Unit of Medical Physics, Istituto Europeo di Oncologia, IRCCS, Milano, Italy
| | - Anna Morra
- Division of Radiation Oncology, Istituto Europeo di Oncologia, IRCCS, Milano, Italy
| | - Samantha Dicuonzo
- Division of Radiation Oncology, Istituto Europeo di Oncologia, IRCCS, Milano, Italy
| | | | | | | | - Domenico Cante
- Radiotherapy Department, ASL TO4 Ivrea Community Hospital, Ivrea, Italy
| | - Edoardo Petrucci
- Unit of Medical Physics, ASL TO4 Ivrea Community Hospital, Ivrea, Italy
| | | | | | | | - Luciano Iadanza
- Unit of Medical Physics, Azienda Ospedaliera di Rilievo Nazionale San Pio, Benevento, Italy
| | - Francesca Lobefalo
- Radiotherapy and Radiosurgery Department, Humanitas Clinical and Research Centre IRCCS, Milano, Italy
| | - Marco Valenti
- Unit of Medical Physics, Ospedali Riuniti Umberto I, G.M. Lancisi, G. Salesi, Ancona, Italy
| | - Anna Cavallo
- Unit of Medical Physics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Serenella Russo
- Unit of Medical Physics, AUSL Toscana Centro, Ospedale Santa Maria Annunziata, Firenze, Italy
| | - Marika Guernieri
- Medical Physics Unit, Azienda Sanitaria Universitaria Friuli Centrale, Udine, Italy
| | - Tiziana Malatesta
- Unit of Medical Physics, Ospedale Fatebenefratelli Isola Tiberina - Gemelli Isola, Roma, Italy
| | - Ilaria Meaglia
- Department of Radiation Oncology, Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy
| | - Marco Liotta
- Unit of Medical Physics, Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy
| | - Isabella Palumbo
- Radiation Oncology section, University of Perugia and Perugia General Hospital, Perugia, Italy
| | - Marta Marcantonini
- Medical Physics Unit, University of Perugia and Perugia General Hospital, Perugia, Italy
| | - Emilio Mezzenga
- Medical Physics Unit, IRCCS Istituto Romagnolo per lo Studio dei Tumori "Dino Amadori", Meldola, Italy
| | - Sara Falivene
- Department of Radiotherapy, ASL Napoli1 Centro - Ospedale del Mare, Napoli, Italy
| | - Cecilia Arrichiello
- Unit of Radiotherapy, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Napoli, Italy
| | - Maria Paola Barbero
- Unit of Medical Physics, Azienda Ospedaliera Nazionale SS. Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | | | - Gianpiero Catalano
- Department of Radiotherapy, IRCCS MultiMedica, Sesto San Giovanni, Italy
| | - Cristiana Vidali
- Department of Radiation Oncology, Azienda Sanitaria Universitaria Integrata di Trieste, Trieste, Italy
| | - Caterina Giannitto
- Division of Radiology, Istituto Europeo di Oncologia IRCCS, Milano, Italy
| | | | - Icro Meattini
- Radiation Oncology Unit - Oncology Department, Azienda Ospedaliero-Universitaria Careggi, Firenze, Italy
- Department of Experimental and Clinical Biomedical Sciences "M. Serio", University of Florence, Firenze, Italy
| | - Cynthia Aristei
- Radiation Oncology section, University of Perugia and Perugia General Hospital, Perugia, Italy
| | - Roberto Orecchia
- Scientific Direction, Istituto Europeo di Oncologia, IRCCS, Milano, Italy
| | - Federica Cattani
- Unit of Medical Physics, Istituto Europeo di Oncologia, IRCCS, Milano, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, Istituto Europeo di Oncologia, IRCCS, Milano, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milano, Italy
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10
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Zerella MA, Zaffaroni M, Ronci G, Dicuonzo S, Rojas DP, Morra A, Gerardi MA, Fodor C, Rondi E, Vigorito S, Penco S, Sargenti M, Baratella P, Vicini E, Morigi C, Kahler-Ribeiro-Fontana S, Galimberti VE, Gandini S, De Camilli E, Renne G, Cattani F, Veronesi P, Orecchia R, Jereczek-Fossa BA, Leonardi MC. A narrative review for radiation oncologists to implement preoperative partial breast irradiation. Radiol Med 2023; 128:1553-1570. [PMID: 37650981 DOI: 10.1007/s11547-023-01706-6] [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] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 08/16/2023] [Indexed: 09/01/2023]
Abstract
The strategy to anticipate radiotherapy (RT) before surgery, for breast cancer (BC) treatment, has recently generated a renewed interest. Historically, preoperative RT has remained confined either to highly selected patients, in the context of personalized therapy, or to clinical research protocols. Nevertheless, in the recent years, thanks to technological advances and increased tumor biology understanding, RT has undergone great changes that have also impacted the preoperative settings, embracing the modern approach to breast cancer. In particular, the reappraisal of preoperative RT can be viewed within the broader view of personalized and tailored medicine. In fact, preoperative accelerated partial breast irradiation (APBI) allows a more precise target delineation, with less variability in contouring among radiation oncologists, and a smaller treatment volume, possibly leading to lower toxicity and to dose escalation programs. The aim of the present review, which represents a benchmark study for the AIRC IG-23118, is to report available data on different technical aspects of preoperative RT including dosimetric studies, patient's selection and set-up, constraints, target delineation and clinical results. These data, along with the ones that will become available from ongoing studies, may inform the design of the future trials and representing a step toward a tailored APBI approach with the potential to challenge the current treatment paradigm in early-stage BC.Trial registration: The study is registered at clinicaltrials.gov (NCT04679454).
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Affiliation(s)
- Maria Alessia Zerella
- Department of Radiation Oncology, European Institute of Oncology IRCCS, 20141, Milan, Italy
| | - Mattia Zaffaroni
- Department of Radiation Oncology, European Institute of Oncology IRCCS, 20141, Milan, Italy
| | - Giuseppe Ronci
- Unit of Medical Physics, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Samantha Dicuonzo
- Department of Radiation Oncology, European Institute of Oncology IRCCS, 20141, Milan, Italy
| | - Damaris Patricia Rojas
- Department of Radiation Oncology, European Institute of Oncology IRCCS, 20141, Milan, Italy
| | - Anna Morra
- Department of Radiation Oncology, European Institute of Oncology IRCCS, 20141, Milan, Italy
| | | | - Cristiana Fodor
- Department of Radiation Oncology, European Institute of Oncology IRCCS, 20141, Milan, Italy
| | - Elena Rondi
- Unit of Medical Physics, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Sabrina Vigorito
- Unit of Medical Physics, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Silvia Penco
- Division of Breast Radiology, IRCSS, IEO European Institute of Oncology, Milan, Italy
| | - Manuela Sargenti
- Division of Breast Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Paola Baratella
- Division of Breast Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Elisa Vicini
- Division of Breast Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Consuelo Morigi
- Division of Breast Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | | | - Sara Gandini
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Elisa De Camilli
- Department of Pathology and Laboratory Medicine, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Giuseppe Renne
- Department of Pathology and Laboratory Medicine, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Federica Cattani
- Unit of Medical Physics, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Paolo Veronesi
- Division of Breast Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Roberto Orecchia
- Scientific Directorate, European Institute of Oncology IRCCS, Milan, Italy
| | - Barbara Alicja Jereczek-Fossa
- Department of Radiation Oncology, European Institute of Oncology IRCCS, 20141, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Maria Cristina Leonardi
- Department of Radiation Oncology, European Institute of Oncology IRCCS, 20141, Milan, Italy.
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11
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Piperno G, Ferrari A, Volpe S, Cattani F, Zaffaroni M, Comi S, Pansini F, Bergamaschi L, Mazzola GC, Ceci F, Colandrea M, Petralia G, Orecchia R, Jereczek-Fossa BA, Alterio D. Hypofractionated proton therapy for benign tumors of the central nervous system: A systematic review of the literature. Crit Rev Oncol Hematol 2023; 191:104114. [PMID: 37683814 DOI: 10.1016/j.critrevonc.2023.104114] [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] [Revised: 07/26/2023] [Accepted: 08/23/2023] [Indexed: 09/10/2023] Open
Abstract
AIMS Aim of the present analysis was to report results of a systematic review of the literature in the setting of patients treated with hypoF PT for benign lesions of the central nervous system (CNS). METHODS The methodology complied with the PRISMA recommendations. PubMed, EMBASE and Scopus databases were interrogated in September 2022. RESULTS Twelve papers have been selected including patients treated for base of the skull meningiomas (6 papers), vestibular schwannoma (3 papers) and pituitary adenomas (3 papers). Clinical outcomes were evaluated with both radiologic images and clinical parameters. Long-term toxicity was reported in all but one series with an incidence ranging from 2 % to 7 % in patients treated for base of skull meningioma and 1-9 % for schwannoma. CONCLUSIONS HypoF PT is a safe and effective treatment in selected benign tumors of the CNS. Further dosimetric and clinical comparisons are required to better refine the patients' selection criteria.
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Affiliation(s)
- Gaia Piperno
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Annamaria Ferrari
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Stefania Volpe
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.
| | - Federica Cattani
- Unit of Medical Physics, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Mattia Zaffaroni
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Stefania Comi
- Unit of Medical Physics, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Floriana Pansini
- Unit of Medical Physics, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Luca Bergamaschi
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | | | - Francesco Ceci
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy; Division of Nuclear Medicine, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Marzia Colandrea
- Precision Imaging and Research Unit, Department of Medical Imaging and Radiation Sciences, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Giuseppe Petralia
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy; Precision Imaging and Research Unit, Department of Medical Imaging and Radiation Sciences, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Roberto Orecchia
- Scientific Directorate, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Daniela Alterio
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
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12
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Zaffaroni M, Vincini MG, Corrao G, Lorubbio C, Repetti I, Mastroleo F, Putzu C, Villa R, Netti S, D’Ecclesiis O, Luzzago S, Mistretta FA, Musi G, Cattani F, Gandini S, Marvaso G, Jereczek-Fossa BA. Investigating Nutritional and Inflammatory Status as Predictive Biomarkers in Oligoreccurent Prostate Cancer-A RADIOSA Trial Preliminary Analysis. Nutrients 2023; 15:4583. [PMID: 37960236 PMCID: PMC10647217 DOI: 10.3390/nu15214583] [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: 09/30/2023] [Revised: 10/24/2023] [Accepted: 10/26/2023] [Indexed: 11/15/2023] Open
Abstract
(1) Background: In the RADIOSA phase II randomized clinical trial (NCT03940235), the biology task entails the identification of predictive and prognostic biomarkers in the context of oligorecurrent, castration-sensitive prostate cancer in order to distinguish polymetastatic from oligometastatic disease. This may lay the groundwork for personalized treatments for those patients who could really benefit from metastasis-directed therapies. (2) Methods: Oligorecurrent PCa pts with three or fewer bone or lymph nodal localizations were randomized 1:1 to receive SBRT alone (arm A) or SBRT + 6 months of ADT (arm B). Common serum-derived biomarkers were collected at baseline, and at 3 months after RT. The prognostic nutritional index, an immune and nutrition-based prognostic score, and the controlling nutritional status (CONUT) score, a scoring system for evaluating patient's nutritional status, were calculated in accordance with the body of available literature. As inflammatory indicators, neutrophil-lymphocyte ratio (NLR) and the NLR-albumin ratio (NLRAR) were assessed. Changes in these parameters between baseline and the 3-month timepoint were evaluated both in absolute and relative values. Changes in these parameters between baseline and the 3-month timepoint were evaluated. Significant differences in the trend of these parameters were assessed using the non-parametric Wilcoxon rank-sum test. A network analysis to analyze the relationships between different features stratifying patients according to the arm of study and site of metastases was performed. (3) Results: The current analysis comprised 88 patients (45 arm A, SBRT only, and 43 arm B, SBRT + ADT). When patients were stratified by ADT administration, cholesterol values showed an increasing trend in the group receiving ADT (p = 0.005) which was no longer significant at 1 year. When patients were stratified by site of metastases (52 lymph nodal, 29 bone localizations), the value of NLR was found to be increased in patients with bone localizations (p < 0.05). In addition, the network analysis showed that BMI and NRI are strongly and directly linked for patients at baseline and that this correlation is no longer found at three months. Finally, when patients were divided according to time from surgery to oligorecurrence (enrollment) the patients with a longer time (>6.7 years) showed an increase in CONUT score from baseline. All the other nutritional and inflammatory scores or parameters investigated in the present analysis showed no statistically significant differences at baseline, three months, 1 year, and in absolute change. (4) Conclusions: The nutritional and inflammatory parameters do not seem to represent valuable candidates for possible use in clinical decision making in our cohort of patients and a reliable biological characterization of the oligometastatic state in prostate cancer still seems far from being achieved. Ongoing molecular analysis will show if there is a role of mutational landscape in the definition of the oligometastatic state.
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Affiliation(s)
- Mattia Zaffaroni
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy (M.G.V.); (G.C.); (I.R.); (F.M.); (C.P.); (R.V.); (G.M.); (B.A.J.-F.)
| | - Maria Giulia Vincini
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy (M.G.V.); (G.C.); (I.R.); (F.M.); (C.P.); (R.V.); (G.M.); (B.A.J.-F.)
| | - Giulia Corrao
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy (M.G.V.); (G.C.); (I.R.); (F.M.); (C.P.); (R.V.); (G.M.); (B.A.J.-F.)
| | - Chiara Lorubbio
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy (M.G.V.); (G.C.); (I.R.); (F.M.); (C.P.); (R.V.); (G.M.); (B.A.J.-F.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20122 Milan, Italy; (S.L.); (F.A.M.); (G.M.)
| | - Ilaria Repetti
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy (M.G.V.); (G.C.); (I.R.); (F.M.); (C.P.); (R.V.); (G.M.); (B.A.J.-F.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20122 Milan, Italy; (S.L.); (F.A.M.); (G.M.)
| | - Federico Mastroleo
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy (M.G.V.); (G.C.); (I.R.); (F.M.); (C.P.); (R.V.); (G.M.); (B.A.J.-F.)
- Department of Translational Medicine, University of Piemonte Orientale, 20188 Novara, Italy
| | - Costantino Putzu
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy (M.G.V.); (G.C.); (I.R.); (F.M.); (C.P.); (R.V.); (G.M.); (B.A.J.-F.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20122 Milan, Italy; (S.L.); (F.A.M.); (G.M.)
| | - Riccardo Villa
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy (M.G.V.); (G.C.); (I.R.); (F.M.); (C.P.); (R.V.); (G.M.); (B.A.J.-F.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20122 Milan, Italy; (S.L.); (F.A.M.); (G.M.)
| | - Sofia Netti
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (S.N.); (O.D.); (S.G.)
| | - Oriana D’Ecclesiis
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (S.N.); (O.D.); (S.G.)
| | - Stefano Luzzago
- Department of Oncology and Hemato-Oncology, University of Milan, 20122 Milan, Italy; (S.L.); (F.A.M.); (G.M.)
- Division of Urology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Francesco Alessandro Mistretta
- Department of Oncology and Hemato-Oncology, University of Milan, 20122 Milan, Italy; (S.L.); (F.A.M.); (G.M.)
- Division of Urology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Gennaro Musi
- Department of Oncology and Hemato-Oncology, University of Milan, 20122 Milan, Italy; (S.L.); (F.A.M.); (G.M.)
- Division of Urology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Federica Cattani
- Medical Physics Unit, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy;
| | - Sara Gandini
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (S.N.); (O.D.); (S.G.)
| | - Giulia Marvaso
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy (M.G.V.); (G.C.); (I.R.); (F.M.); (C.P.); (R.V.); (G.M.); (B.A.J.-F.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20122 Milan, Italy; (S.L.); (F.A.M.); (G.M.)
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy (M.G.V.); (G.C.); (I.R.); (F.M.); (C.P.); (R.V.); (G.M.); (B.A.J.-F.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20122 Milan, Italy; (S.L.); (F.A.M.); (G.M.)
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13
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Vavassori A, Mauri G, Mazzola GC, Mastroleo F, Bonomo G, Durante S, Zerini D, Marvaso G, Corrao G, Ferrari ED, Rondi E, Vigorito S, Cattani F, Orsi F, Jereczek-Fossa BA. Cyberknife Radiosurgery for Prostate Cancer after Abdominoperineal Resection (CYRANO): The Combined Computer Tomography and Electromagnetic Navigation Guided Transperineal Fiducial Markers Implantation Technique. Curr Oncol 2023; 30:7926-7935. [PMID: 37754491 PMCID: PMC10529393 DOI: 10.3390/curroncol30090576] [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: 07/25/2023] [Revised: 08/18/2023] [Accepted: 08/24/2023] [Indexed: 09/28/2023] Open
Abstract
In this technical development report, we present the strategic placement of fiducial markers within the prostate under the guidance of computed tomography (CT) and electromagnetic navigation (EMN) for the delivery of ultra-hypofractionated cyberknife (CK) therapy in a patient with localized prostate cancer (PCa) who had previously undergone chemo-radiotherapy for rectal cancer and subsequent abdominoperineal resection due to local recurrence. The patient was positioned in a prone position with a pillow under the pelvis to facilitate access, and an electromagnetic fiducial marker was placed on the patient's skin to establish a stable position. CT scans were performed to plan the procedure, mark virtual points, and simulate the needle trajectory using the navigation system. Local anesthesia was administered, and a 21G needle was used to place the fiducial markers according to the navigation system information. A confirmatory CT scan was obtained to ensure proper positioning. The implantation procedure was safe, without any acute side effects such as pain, hematuria, dysuria, or hematospermia. Our report highlights the ability to use EMN systems to virtually navigate within a pre-acquired imaging dataset in the interventional room, allowing for non-conventional approaches and potentially revolutionizing fiducial marker positioning, offering new perspectives for PCa treatment in selected cases.
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Affiliation(s)
- Andrea Vavassori
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (A.V.); (G.C.M.); (S.D.); (D.Z.); (G.M.); (G.C.); (E.D.F.); (B.A.J.-F.)
| | - Giovanni Mauri
- Division of Interventional Radiology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (G.M.); (G.B.); (F.O.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy
| | - Giovanni Carlo Mazzola
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (A.V.); (G.C.M.); (S.D.); (D.Z.); (G.M.); (G.C.); (E.D.F.); (B.A.J.-F.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy
| | - Federico Mastroleo
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (A.V.); (G.C.M.); (S.D.); (D.Z.); (G.M.); (G.C.); (E.D.F.); (B.A.J.-F.)
- Department of Translational Medicine, University of Piemonte Orientale (UPO), 20188 Novara, Italy
| | - Guido Bonomo
- Division of Interventional Radiology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (G.M.); (G.B.); (F.O.)
| | - Stefano Durante
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (A.V.); (G.C.M.); (S.D.); (D.Z.); (G.M.); (G.C.); (E.D.F.); (B.A.J.-F.)
| | - Dario Zerini
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (A.V.); (G.C.M.); (S.D.); (D.Z.); (G.M.); (G.C.); (E.D.F.); (B.A.J.-F.)
| | - Giulia Marvaso
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (A.V.); (G.C.M.); (S.D.); (D.Z.); (G.M.); (G.C.); (E.D.F.); (B.A.J.-F.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy
| | - Giulia Corrao
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (A.V.); (G.C.M.); (S.D.); (D.Z.); (G.M.); (G.C.); (E.D.F.); (B.A.J.-F.)
| | - Elettra Dorotea Ferrari
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (A.V.); (G.C.M.); (S.D.); (D.Z.); (G.M.); (G.C.); (E.D.F.); (B.A.J.-F.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy
| | - Elena Rondi
- Unit of Medical Physics, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (E.R.); (S.V.); (F.C.)
| | - Sabrina Vigorito
- Unit of Medical Physics, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (E.R.); (S.V.); (F.C.)
| | - Federica Cattani
- Unit of Medical Physics, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (E.R.); (S.V.); (F.C.)
| | - Franco Orsi
- Division of Interventional Radiology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (G.M.); (G.B.); (F.O.)
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, 20141 Milan, Italy; (A.V.); (G.C.M.); (S.D.); (D.Z.); (G.M.); (G.C.); (E.D.F.); (B.A.J.-F.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy
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14
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Gerardi MA, Zerella MA, Bergamaschi L, Ferrari A, Arculeo S, Bagnardi V, Frassoni S, Petz W, Fodor C, Emiro F, Cattani F, Leonardi MC, Zampino MG, Jereczek-Fossa BA. Intensity-modulated radiotherapy and cisplatin-based chemotherapy for anal cancer: long-term outcomes at a single institution. Int J Colorectal Dis 2023; 38:123. [PMID: 37162567 DOI: 10.1007/s00384-023-04400-1] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/06/2023] [Indexed: 05/11/2023]
Abstract
PURPOSE To evaluate oncological outcomes and late toxicities in a retrospective series of patients with locally-extended anal squamous cell carcinoma (ASCC), treated with curative Intensity Modulated Radiotherapy (IMRT) and chemotherapy. METHODS ASCC patients who underwent chemo-radiotherapy with IMRT from 2010 to 2020 were included. Oncological outcomes were assessed in terms of overall survival (OS), disease-free survival (DFS), colostomy-free survival (CFS) and event-free survival (EFS). Late toxicity was detected according to CTCAE v.5.0 and RTOG late radiation morbidity scoring system. RESULTS Ninety-five patients were included. Most patients (83%) received chemotherapy with oral Fluoropyrimidine plus Cisplatin. The median follow-up was 5.5 years. The OS was 85.2%, 82.1% and 79.3% at 3, 5 and 8 years, respectively. The DFS was 73.1%, 70%, and 65.3% at 3, 5 and 8 years, respectively; 3, 5 and 8 years CFS was 86.2%, 84.3% and 84.3%, respectively. The EFS was 71%, 67.9% and 63.1%, at 3, 5 and 8 years, respectively. On univariable analysis, a statistically significant lower OS was found for patients with T3-T4 stage (HR = 4.58, p = 0.005) and overall treatment time (OTT) ≥ 47 days (HR = 3.37, p = 0.038). A statistically significant lower DFS was reported for patients with T3-T4 stage (HR = 2.72, p = 0.008) and Serum Squamous Cell Carcinoma Antigen (SCC) value post-RT > 1.5 (HR = 2.90, p = 0.038.). Ten severe late toxicity (≥ G3) events were reported in 8 patients (8.6%). CONCLUSIONS Our data confirm IMRT concomitant with a Cisplatin-based chemotherapy as an effective treatment of ASCC, ensuring acceptable long-term toxicities and good oncological outcomes.
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Affiliation(s)
| | - Maria Alessia Zerella
- Division of Radiation Oncology, European Institute of Oncology IRCCS, 20141, Milan, Italy
| | - Luca Bergamaschi
- Division of Radiation Oncology, European Institute of Oncology IRCCS, 20141, Milan, Italy.
| | - Annamaria Ferrari
- Division of Radiation Oncology, European Institute of Oncology IRCCS, 20141, Milan, Italy
| | - Simona Arculeo
- Division of Radiation Oncology, European Institute of Oncology IRCCS, 20141, Milan, Italy
| | - Vincenzo Bagnardi
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy
| | - Samuele Frassoni
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy
| | - Wanda Petz
- Department of Gastrointestinal Surgery, European Institute of Oncology, 20141, Milan, Italy
| | - Cristiana Fodor
- Division of Radiation Oncology, European Institute of Oncology IRCCS, 20141, Milan, Italy
| | - Francesca Emiro
- Unit of Medical Physics, European Institute of Oncology IRCCS, Milan, Italy
| | - Federica Cattani
- Unit of Medical Physics, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Maria Giulia Zampino
- Unit of Gastrointestinal and Neuroendocrine Tumors, Division of Medical Oncology, European Institute of Oncology, Milan, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, European Institute of Oncology IRCCS, 20141, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
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15
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Fiandra C, Cattani F, Leonardi M, Comi S, Zara S, Rossi L, Jereczek-Fossa B, Fariselli P, Ricardi U, Heijmen B. Machine learning for predicting clinician approval of treatment plans for left-sided whole breast radiotherapy. Adv Radiat Oncol 2023. [DOI: 10.1016/j.adro.2023.101228] [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: 03/31/2023] Open
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16
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Isaksson LJ, Pepa M, Summers P, Zaffaroni M, Vincini MG, Corrao G, Mazzola GC, Rotondi M, Lo Presti G, Raimondi S, Gandini S, Volpe S, Haron Z, Alessi S, Pricolo P, Mistretta FA, Luzzago S, Cattani F, Musi G, Cobelli OD, Cremonesi M, Orecchia R, Marvaso G, Petralia G, Jereczek-Fossa BA. Comparison of automated segmentation techniques for magnetic resonance images of the prostate. BMC Med Imaging 2023; 23:32. [PMID: 36774463 PMCID: PMC9921124 DOI: 10.1186/s12880-023-00974-y] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 01/20/2023] [Indexed: 02/13/2023] Open
Abstract
BACKGROUND Contouring of anatomical regions is a crucial step in the medical workflow and is both time-consuming and prone to intra- and inter-observer variability. This study compares different strategies for automatic segmentation of the prostate in T2-weighted MRIs. METHODS This study included 100 patients diagnosed with prostate adenocarcinoma who had undergone multi-parametric MRI and prostatectomy. From the T2-weighted MR images, ground truth segmentation masks were established by consensus from two expert radiologists. The prostate was then automatically contoured with six different methods: (1) a multi-atlas algorithm, (2) a proprietary algorithm in the Syngo.Via medical imaging software, and four deep learning models: (3) a V-net trained from scratch, (4) a pre-trained 2D U-net, (5) a GAN extension of the 2D U-net, and (6) a segmentation-adapted EfficientDet architecture. The resulting segmentations were compared and scored against the ground truth masks with one 70/30 and one 50/50 train/test data split. We also analyzed the association between segmentation performance and clinical variables. RESULTS The best performing method was the adapted EfficientDet (model 6), achieving a mean Dice coefficient of 0.914, a mean absolute volume difference of 5.9%, a mean surface distance (MSD) of 1.93 pixels, and a mean 95th percentile Hausdorff distance of 3.77 pixels. The deep learning models were less prone to serious errors (0.854 minimum Dice and 4.02 maximum MSD), and no significant relationship was found between segmentation performance and clinical variables. CONCLUSIONS Deep learning-based segmentation techniques can consistently achieve Dice coefficients of 0.9 or above with as few as 50 training patients, regardless of architectural archetype. The atlas-based and Syngo.via methods found in commercial clinical software performed significantly worse (0.855[Formula: see text]0.887 Dice).
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Affiliation(s)
- Lars Johannes Isaksson
- Department of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.
| | - Matteo Pepa
- grid.15667.330000 0004 1757 0843Department of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Paul Summers
- grid.15667.330000 0004 1757 0843Division of Radiology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Mattia Zaffaroni
- Department of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.
| | - Maria Giulia Vincini
- grid.15667.330000 0004 1757 0843Department of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Giulia Corrao
- grid.15667.330000 0004 1757 0843Department of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Giovanni Carlo Mazzola
- grid.15667.330000 0004 1757 0843Department of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy ,grid.4708.b0000 0004 1757 2822Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Marco Rotondi
- grid.15667.330000 0004 1757 0843Department of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy ,grid.4708.b0000 0004 1757 2822Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Giuliana Lo Presti
- grid.15667.330000 0004 1757 0843Molecular and Pharmaco-Epidemiology Unit, Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Sara Raimondi
- grid.15667.330000 0004 1757 0843Molecular and Pharmaco-Epidemiology Unit, Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Sara Gandini
- grid.15667.330000 0004 1757 0843Molecular and Pharmaco-Epidemiology Unit, Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Stefania Volpe
- grid.15667.330000 0004 1757 0843Department of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy ,grid.4708.b0000 0004 1757 2822Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Zaharudin Haron
- grid.459841.50000 0004 6017 2701Radiology Department, National Cancer Institute, Putrajaya, Malaysia
| | - Sarah Alessi
- grid.15667.330000 0004 1757 0843Division of Radiology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Paola Pricolo
- grid.15667.330000 0004 1757 0843Division of Radiology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Francesco Alessandro Mistretta
- grid.4708.b0000 0004 1757 2822Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy ,grid.15667.330000 0004 1757 0843Division of Urology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Stefano Luzzago
- grid.4708.b0000 0004 1757 2822Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy ,grid.15667.330000 0004 1757 0843Division of Urology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Federica Cattani
- grid.15667.330000 0004 1757 0843Medical Physics Unit, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Gennaro Musi
- grid.4708.b0000 0004 1757 2822Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy ,grid.15667.330000 0004 1757 0843Division of Urology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Ottavio De Cobelli
- grid.4708.b0000 0004 1757 2822Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy ,grid.15667.330000 0004 1757 0843Division of Urology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Marta Cremonesi
- grid.15667.330000 0004 1757 0843Radiation Research Unit, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Roberto Orecchia
- grid.15667.330000 0004 1757 0843Scientific Direction, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Giulia Marvaso
- grid.15667.330000 0004 1757 0843Department of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy ,grid.4708.b0000 0004 1757 2822Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Giuseppe Petralia
- grid.4708.b0000 0004 1757 2822Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy ,grid.15667.330000 0004 1757 0843Precision Imaging and Research Unit, Department of Medical Imaging and Radiation Sciences, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Barbara Alicja Jereczek-Fossa
- grid.15667.330000 0004 1757 0843Department of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy ,grid.4708.b0000 0004 1757 2822Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
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Vincini M, Marvaso G, Isaksson L, Zaffaroni M, Pepa M, Corrao G, Summers P, Repetto M, Mazzola G, Rotondi M, Raimondi S, Gandini S, Volpe S, Haron Z, Alessi S, Pricolo P, Mistretta F, Luzzago S, Cattani F, Musi G, De Cobelli O, Cremonesi M, La Torre D, Petralia G, Jereczek-Fossa B. Added value of MRI radiomics to predict pathological status of prostate cancer patients. Eur Urol 2023. [DOI: 10.1016/s0302-2838(23)01276-9] [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: 02/12/2023]
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Isaksson LJ, Repetto M, Summers PE, Pepa M, Zaffaroni M, Vincini MG, Corrao G, Mazzola G, Rotondi M, Bellerba F, Raimondi S, Haron Z, Alessi S, Pricolo P, Mistretta F, Luzzago S, Cattani F, Musi G, De Cobelli O, Cremonesi M, Orecchia R, Torre DL, Marvaso G, Petralia G, Jereczek-Fossa BA. High-performance prediction models for prostate cancer radiomics. Informatics in Medicine Unlocked 2023. [DOI: 10.1016/j.imu.2023.101161] [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: 01/15/2023] Open
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Huang C, Cattani F, Galvanin F. An optimal experimental design strategy for improving parameter estimation in stochastic models. Comput Chem Eng 2023. [DOI: 10.1016/j.compchemeng.2023.108133] [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: 01/09/2023]
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20
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Leonardi MC, Cormio CF, Frassoni S, Dicuonzo S, Fodor C, Intra M, Zerella MA, Morra A, Cattani F, Comi S, Fusco N, Zaffaroni M, Galimberti V, Veronesi P, Dellapasqua S, De Lorenzi F, Ivaldi GB, Bagnardi V, Orecchia R, Rojas DP, Jereczek-Fossa BA. Ten-year results of hypofractionated whole breast radiotherapy and intraoperative electron boost in premenopausal women. Radiother Oncol 2022; 177:71-80. [PMID: 36377094 DOI: 10.1016/j.radonc.2022.10.025] [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: 02/17/2022] [Revised: 10/13/2022] [Accepted: 10/20/2022] [Indexed: 11/13/2022]
Abstract
AIM To evaluate outcome of intraoperative electron boost (IOERT) and hypofractionated whole breast irradiation (HWBI) for breast cancer (BC) in young women. METHODS AND MATERIALS Women aged ≤ 48 with pT1-2 N0-1 BC received 12 Gy IOERT boost during conservative surgery followed by 3-dimensional conformal HWBI in 13 fractions (2.85 Gy/die). Local relapses (LR) and survival (disease-free, DFS; specific, BCSS; overall, OS) were analyzed. RESULTS 481 consecutive BC patients, mostly node negative, with median age of 42 were treated between 2004 and 2014. Median tumor size was 1.48 cm and median IOERT collimator was 4 cm. After 25-day mean interval, HWBI was delivered. At a median follow-up of 9.6 years, there were 23 LRs (4.8 %, 9 of which were in the boost region). Ten-year LR cumulative incidence was 4.1 % (95 %CI, 2.5-6.3). Over time, local control rate decreased for Luminal A and HER2 positive with negative hormonal receptors, while remained steady for triple negative. At multivariate analysis, LR predictors included age < 40, extensive intraductal component and the use of 4-cm IOERT collimator size. Ten-year survival outcomes were as follows: DFS 80.0 % (95 % CI, 75.8-83.5), BCSS 97.5 % (95 % CI, 95.5-98.6 %), OS 96.5 % (95 % CI, 94.3-97.9). Luminal B HER2 negative had the worse survival outcomes. Perioperative complications were uncommon (16.4 %), acute toxicity was mild (<2% Grade 3), but moderate/severe fibrosis was described in 40.8 % of the cases. Cosmesis was scored as excellent/good in 86 % of the cases. CONCLUSIONS ELIOT boost and HWBI achieved an excellent local control at the cost of tumor bed fibrosis. IOERT boost dose lower than 12 Gy is advisable.
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Affiliation(s)
| | - Chiara Fausta Cormio
- Division of Radiotherapy, IEO, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Samuele Frassoni
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy
| | - Samantha Dicuonzo
- Division of Radiotherapy, IEO, European Institute of Oncology IRCCS, Milan, Italy.
| | - Cristiana Fodor
- Division of Radiotherapy, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Mattia Intra
- Division of Breast Cancer Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Anna Morra
- Division of Radiotherapy, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Federica Cattani
- Medical Physics Unit, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Stefania Comi
- Medical Physics Unit, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Nicola Fusco
- Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy; Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Mattia Zaffaroni
- Division of Radiotherapy, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Viviana Galimberti
- Division of Breast Cancer Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Paolo Veronesi
- Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy; Division of Breast Cancer Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Silvia Dellapasqua
- Division of Medical Senology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Francesca De Lorenzi
- Division of Plastic and Reconstructive Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Vincenzo Bagnardi
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy
| | - Roberto Orecchia
- Scientific Directorate, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Barbara Alicja Jereczek-Fossa
- Division of Radiotherapy, IEO, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
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21
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Fiandra C, Cattani F, Leonardi M, Comi S, Zara S, Rossi L, Jereczek-Fossa B, Ricardi U, Heijmen B. Machine Learning to Predict the Quality of a Left-Sided Whole Breast Radiotherapy Treatment Plan. Int J Radiat Oncol Biol Phys 2022. [DOI: 10.1016/j.ijrobp.2022.07.2243] [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: 11/29/2022]
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22
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Volpe S, Piperno G, Colombo F, Biffi A, Comi S, Mastroleo F, Maria Camarda A, Casbarra A, Cattani F, Corrao G, de Marinis F, Spaggiari L, Guckenberger M, Orecchia R, Alterio D, Alicja Jereczek-Fossa B. Hypofractionated proton therapy for non-small cell lung cancer: Ready for prime time? A systematic review and meta-analysis. Cancer Treat Rev 2022; 110:102464. [DOI: 10.1016/j.ctrv.2022.102464] [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] [Received: 07/12/2022] [Revised: 09/02/2022] [Accepted: 09/14/2022] [Indexed: 11/02/2022]
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23
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Isaksson LJ, Summers P, Bhalerao A, Gandini S, Raimondi S, Pepa M, Zaffaroni M, Corrao G, Mazzola GC, Rotondi M, Lo Presti G, Haron Z, Alessi S, Pricolo P, Mistretta FA, Luzzago S, Cattani F, Musi G, De Cobelli O, Cremonesi M, Orecchia R, Marvaso G, Petralia G, Jereczek-Fossa BA. Quality assurance for automatically generated contours with additional deep learning. Insights Imaging 2022; 13:137. [PMID: 35976491 PMCID: PMC9385913 DOI: 10.1186/s13244-022-01276-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [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: 03/30/2022] [Accepted: 07/24/2022] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVE Deploying an automatic segmentation model in practice should require rigorous quality assurance (QA) and continuous monitoring of the model's use and performance, particularly in high-stakes scenarios such as healthcare. Currently, however, tools to assist with QA for such models are not available to AI researchers. In this work, we build a deep learning model that estimates the quality of automatically generated contours. METHODS The model was trained to predict the segmentation quality by outputting an estimate of the Dice similarity coefficient given an image contour pair as input. Our dataset contained 60 axial T2-weighted MRI images of prostates with ground truth segmentations along with 80 automatically generated segmentation masks. The model we used was a 3D version of the EfficientDet architecture with a custom regression head. For validation, we used a fivefold cross-validation. To counteract the limitation of the small dataset, we used an extensive data augmentation scheme capable of producing virtually infinite training samples from a single ground truth label mask. In addition, we compared the results against a baseline model that only uses clinical variables for its predictions. RESULTS Our model achieved a mean absolute error of 0.020 ± 0.026 (2.2% mean percentage error) in estimating the Dice score, with a rank correlation of 0.42. Furthermore, the model managed to correctly identify incorrect segmentations (defined in terms of acceptable/unacceptable) 99.6% of the time. CONCLUSION We believe that the trained model can be used alongside automatic segmentation tools to ensure quality and thus allow intervention to prevent undesired segmentation behavior.
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Affiliation(s)
| | - Paul Summers
- Division of Radiology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Abhir Bhalerao
- Department of Computer Science, University of Warwick, Coventry, Warwick, CV4 7AL, UK
| | - Sara Gandini
- Molecular and Pharmaco-Epidemiology Unit, Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Sara Raimondi
- Molecular and Pharmaco-Epidemiology Unit, Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Matteo Pepa
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Mattia Zaffaroni
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Giulia Corrao
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Giovanni Carlo Mazzola
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Marco Rotondi
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Giuliana Lo Presti
- Molecular and Pharmaco-Epidemiology Unit, Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Zaharudin Haron
- Radiology Department, National Cancer Institute, Putrajaya, Malaysia
| | - Sara Alessi
- Division of Radiology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Paola Pricolo
- Division of Radiology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | | | - Stefano Luzzago
- Division of Urology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Federica Cattani
- Medical Physics Unit, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Gennaro Musi
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.,Division of Urology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Ottavio De Cobelli
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.,Division of Urology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Marta Cremonesi
- Radiation Research Unit, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Roberto Orecchia
- Scientific Direction, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Giulia Marvaso
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Giuseppe Petralia
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.,Precision Imaging and Research Unit, Department of Medical Imaging and Radiation Sciences, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
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Piccolo C, Vigorito S, Rondi E, Piperno G, Ferrari A, Pepa M, Riva G, Durante S, Conte E, Catto V, Andreini D, Carbucicchio C, Jereczek-Fossa BA, Pompilio G, Orecchia R, Cattani F. Phantom study of stereotactic radioablation for ventricular tachycardia (STRA-MI-VT) using Cyberknife Synchrony Respiratory Tracking System with a single fiducial marker. Phys Med 2022; 100:135-141. [PMID: 35816942 DOI: 10.1016/j.ejmp.2022.06.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 06/22/2022] [Accepted: 06/29/2022] [Indexed: 12/25/2022] Open
Abstract
PURPOSE Within the STRA-MI-VT phase Ib/II trial (NCT04066517), the aim of this phantom study was to explore the feasibility of Cyberknife treatments on cardiac lesions by tracking as a single marker the lead tip of an implantable cardioverter defibrillator. The residual displacement of the lesion during the tracking was studied, planning margins were found and the dosimetric accuracy of the treatment was checked. MATERIALS AND METHODS A lead was inserted into a phantom (EasyCube phantom, Sun Nuclear Co, USA) and then placed on the translating ExacTrac Gating System (BrainLAB AG, Germany). The phantom was rotated, a virtual lesion was identified and its displacement during the tracking was studied. Two plans were compared, calculated on the unrotated volume and on the envelope of the unrotated and the rotated volumes. The plans were delivered using the Cyberknife System (Accuray Inc, USA) and their dosimetric accuracy verified by gamma analysis with gafchromic films. RESULTS The residual margin increases enhancing the distance between the lead and the lesion. It is 4 mm for distance 0 cm and 5 mm for distance 5 cm. The coverage is reduced by 3.8% (interquartile range 2.5%-4.7%) when the dose is prescribed on the unrotated volume. All treatment plans are accurate and 3% 3 mm gamma analysis results are greater than 94%. CONCLUSIONS Results showed that tracking with a single marker is feasible considering adequate residual planning margins. The volumes could be further reduced by using additional markers, for example by placing them on the patient's skin.
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Affiliation(s)
- C Piccolo
- Unit of Medical Physics, IEO European Institute of Oncology, IRCCS, Milan, Italy.
| | - S Vigorito
- Unit of Medical Physics, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - E Rondi
- Unit of Medical Physics, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - G Piperno
- Division of Radiation Oncology, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - A Ferrari
- Division of Radiation Oncology, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - M Pepa
- Division of Radiation Oncology, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - G Riva
- Division of Radiation Oncology, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - S Durante
- Division of Radiation Oncology, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - E Conte
- Cardiovascular Imaging Department, Centro Cardiologico Monzino IRCCS, Milan, Italy; Department of Biomedical Sciences for Health, University of Milan, Milan, Italy
| | - V Catto
- Department of Clinical Electrophysiology and Cardiac Pacing, Centro Cardiologico Monzino IRCCS, Milan, Italy; Department of Electronics, Information and Biomedical Engineering, Politecnico di Milano, Milan, Italy
| | - D Andreini
- Cardiovascular Imaging Department, Centro Cardiologico Monzino IRCCS, Milan, Italy; Department of Biomedical and Clinical Sciences "Luigi Sacco", University of Milan, Milan, Italy
| | - C Carbucicchio
- Department of Clinical Electrophysiology and Cardiac Pacing, Centro Cardiologico Monzino IRCCS, Milan, Italy
| | - B A Jereczek-Fossa
- Division of Radiation Oncology, IEO European Institute of Oncology, IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - G Pompilio
- Scientific Directorate, Centro Cardiologico Monzino IRCCS, Milan, Italy; Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy
| | - R Orecchia
- Scientific Directorate, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - F Cattani
- Unit of Medical Physics, IEO European Institute of Oncology, IRCCS, Milan, Italy
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25
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Franzetti J, Volpe S, Catto V, Conte E, Piccolo C, Pepa M, Piperno G, Camarda AM, Cattani F, Andreini D, Tondo C, Jereczek-Fossa BA, Carbucicchio C. Stereotactic Radiotherapy Ablation and Atrial Fibrillation: Technical Issues and Clinical Expectations Derived From a Systematic Review. Front Cardiovasc Med 2022; 9:849201. [PMID: 35592393 PMCID: PMC9110686 DOI: 10.3389/fcvm.2022.849201] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [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: 01/05/2022] [Accepted: 03/22/2022] [Indexed: 11/13/2022] Open
Abstract
Aim The purpose of this study is to collect available evidence on the feasibility and efficacy of stereotactic arrhythmia radio ablation (STAR), including both photon radiotherapy (XRT) and particle beam therapy (PBT), in the treatment of atrial fibrillation (AF), and to provide cardiologists and radiation oncologists with a practical overview on this topic. Methods Three hundred and thirty-five articles were identified up to November 2021 according to preferred reporting items for systematic reviews and meta-analyses criteria; preclinical and clinical studies were included without data restrictions or language limitations. Selected works were analyzed for comparing target selection, treatment plan details, and the accelerator employed, addressing workup modalities, acute and long-term side-effects, and efficacy, defined either by the presence of scar or by the absence of AF recurrence. Results Twenty-one works published between 2010 and 2021 were included. Seventeen studies concerned XRT, three PBT, and one involved both. Nine studies (1 in silico and 8 in vivo; doses ranging from 15 to 40 Gy) comprised a total of 59 animals, 12 (8 in silico, 4 in vivo; doses ranging from 16 to 50 Gy) focused on humans, with 9 patients undergoing STAR: average follow-up duration was 5 and 6 months, respectively. Data analysis supported efficacy of the treatment in the preclinical setting, whereas in the context of clinical studies the main favorable finding consisted in the detection of electrical scar in 4/4 patients undergoing specific evaluation; the minimum dose for efficacy was 25 Gy in both humans and animals. No acute complication was recorded; severe side-effects related to the long-term were observed only for very high STAR doses in 2 animals. Significant variability was evidenced among studies in the definition of target volume and doses, and in the management of respiratory and cardiac target motion. Conclusion STAR is an innovative non-invasive procedure already applied for experimental treatment of ventricular arrhythmias. Particular attention must be paid to safety, rather than efficacy of STAR, given the benign nature of AF. Uncertainties persist, mainly regarding the definition of the treatment plan and the role of the target motion. In this setting, more information about the toxicity profile of this new approach is compulsory before applying STAR to AF in clinical practice.
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Affiliation(s)
- Jessica Franzetti
- Department of Radiation Oncology, European Institute of Oncology (IEO) IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Stefania Volpe
- Department of Radiation Oncology, European Institute of Oncology (IEO) IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- *Correspondence: Stefania Volpe, , orcid.org/0000-0003-0498-2964
| | - Valentina Catto
- Department of Clinical Electrophysiology and Cardiac Pacing, Centro Cardiologico Monzino IRCCS, Milan, Italy
- Department of Electronics, Information and Biomedical Engineering, Politecnico di Milano, Milan, Italy
| | - Edoardo Conte
- Cardiovascular Computed Tomography and Radiology Unit, Centro Cardiologico Monzino IRCCS, Milan, Italy
| | - Consiglia Piccolo
- Unit of Medical Physics, European Institute of Oncology (IEO) IRCCS, Milan, Italy
| | - Matteo Pepa
- Department of Radiation Oncology, European Institute of Oncology (IEO) IRCCS, Milan, Italy
| | - Gaia Piperno
- Department of Radiation Oncology, European Institute of Oncology (IEO) IRCCS, Milan, Italy
| | - Anna Maria Camarda
- Department of Radiation Oncology, European Institute of Oncology (IEO) IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Federica Cattani
- Unit of Medical Physics, European Institute of Oncology (IEO) IRCCS, Milan, Italy
| | - Daniele Andreini
- Cardiovascular Computed Tomography and Radiology Unit, Centro Cardiologico Monzino IRCCS, Milan, Italy
- Department of Biomedical and Clinical Sciences “Luigi Sacco”, University of Milan, Milan, Italy
| | - Claudio Tondo
- Department of Clinical Electrophysiology and Cardiac Pacing, Centro Cardiologico Monzino IRCCS, Milan, Italy
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy
| | - Barbara Alicja Jereczek-Fossa
- Department of Radiation Oncology, European Institute of Oncology (IEO) IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Corrado Carbucicchio
- Department of Clinical Electrophysiology and Cardiac Pacing, Centro Cardiologico Monzino IRCCS, Milan, Italy
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Zaffaroni M, Marvaso G, Corrao G, Gandini S, Pepa M, Vincini M, Zerini D, Castronovo F, Augugliaro M, Cattani F, Mistretta F, Luzzago S, Musi G, Alessi S, Fodor C, Petralia G, Pravettoni G, De Cobelli O, Orecchia R, Jereczek-Fossa B. PO-1360 Nutritional and inflammatory status as predictive biomarkers in oligorecurrent PCa (RADIOSA TRIAL). Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)03324-2] [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: 10/18/2022]
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Corrao G, Bergamaschi L, Pierini V, Ferrari A, Piperno G, Marvaso G, Emiro F, Pepa M, Gandini S, Cattani F, Orecchia R, Jereczek-Fossa B. MO-0725 Hippocampal Sparing Wbrt: Trade-Off Between Tumor Control And Quality Of Life? Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)02423-9] [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: 11/16/2022]
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Pepa M, Corrao G, Morigi G, La Fauci F, Zaffaroni M, Vincini M, Augugliaro M, Mazzola G, Comi S, Mistretta F, Luzzago S, Gandini S, Musi G, Petralia G, De Cobelli O, Orecchia R, Cattani F, Marvaso G, Jereczek-Fossa B. PO-1482 Estimation of inter-fraction motion of pelvic organs in SBRT treatments of prostate oligometastases. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)03446-6] [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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Corrao G, Marvaso G, Pepa M, Zaffaroni M, Vincini M, Bellerba F, Gandini S, Volpe S, Rojas D, Zerini D, Fodor C, Pricolo P, Alessi S, Petralia G, Mistretta F, Cambria R, Cattani F, De Cobelli O, Orecchia R, Jereczek-Fossa B. MO-0551 Short-term RT for early PCa with concomitant boost to the DIL (phase II trial AIRC-IG-13218)-updates. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)02385-4] [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: 10/18/2022]
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Pepa M, Gugliandolo S, Pansini F, Vavassori A, Vincini M, Zaffaroni M, Alterio D, Rajendran S, Pillai S, Volpe S, Marvaso G, Corrao G, Cattani F, Colosimo B, Jereczek-Fossa B. PO-1546 Dosimetric characterization of PLA 3D printed boluses for external beam radiotherapy. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)03510-1] [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: 10/18/2022]
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Dicuonzo S, Colombo F, Bergamaschi L, Piperno G, Ferrari A, Leonardi M, Zaffaroni M, Zerella M, Rojas D, Gerardi M, Morra A, Rondi E, Vigorito S, Cattani F, Orecchia R, Jereczek-Fossa B, Frassoni S, Bagnardi V. PO-1228 Radiosurgery in her2-breast cancer brain metastasis:local control and overall survival in 32 women. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)03192-9] [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: 11/15/2022]
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Zerella MA, Zaffaroni M, Ronci G, Dicuonzo S, Rojas DP, Morra A, Fodor C, Rondi E, Vigorito S, Botta F, Cremonesi M, Garibaldi C, Penco S, Galimberti VE, Intra M, Gandini S, Barberis M, Renne G, Cattani F, Veronesi P, Orecchia R, Jereczek-Fossa BA, Leonardi MC. Single fraction ablative preoperative radiation treatment for early-stage breast cancer: the CRYSTAL study – a phase I/II clinical trial protocol. BMC Cancer 2022; 22:358. [PMID: 35366825 PMCID: PMC8977020 DOI: 10.1186/s12885-022-09305-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 02/16/2022] [Indexed: 11/10/2022] Open
Abstract
Background Breast-conserving surgery (BCS) and whole breast radiation therapy (WBRT) are the standard of care for early-stage breast cancer (BC). Based on the observation that most local recurrences occurred near the tumor bed, accelerated partial breast irradiation (APBI), consisting of a higher dose per fraction to the tumor bed over a reduced treatment time, has been gaining ground as an attractive alternative in selected patients with low-risk BC. Although more widely delivered in postoperative setting, preoperative APBI has also been investigated in a limited, though increasing, and number of studies. The aim of this study is to test the feasibility, safety and efficacy of preoperative radiotherapy (RT) in a single fraction for selected BC patients. Methods This is a phase I/II, single-arm and open-label single-center clinical trial using CyberKnife. The clinical investigation is supported by a preplanning section which addresses technical and dosimetric issues. The primary endpoint for the phase I study, covering the 1st and 2nd year of the research project, is the identification of the maximum tolerated dose (MTD) which meets a specific target toxicity level (no grade 3–4 toxicity). The primary endpoint for the phase II study (3rd to 5th year) is the evaluation of treatment efficacy measured in terms of pathological complete response rate. Discussion The study will investigate the response of BC to the preoperative APBI from different perspectives. While preoperative APBI represents a form of anticipated boost, followed by WBRT, different are the implications for the scientific community. The study may help to identify good responders for whom surgery could be omitted. It is especially appealing for patients unfit for surgery due to advanced age or severe co-morbidities, in addition to or instead of systemic therapies, to ensure long-term local control. Moreover, patients with oligometastatic disease synchronous with primary BC may benefit from APBI on the intact tumor in terms of tumor progression free survival. The study of response to RT can provide useful information about BC radiobiology, immunologic reactions, genomic expression, and radiomics features, to be tested on a larger scale. Trial registration The study was prospectively registered at clinicaltrials.gov (NCT04679454).
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Huang C, Cattani F, Piccione PM, Galvanin F. A stochastic modelling approach for the characterisation of collision exchange processes. Chem Eng Sci 2022. [DOI: 10.1016/j.ces.2021.117207] [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: 11/03/2022]
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Leonardi MC, Pepa M, Luraschi R, Vigorito S, Dicuonzo S, Isaksson LJ, La Porta MR, Marino L, Ippolito E, Huscher A, Argenone A, De Rose F, Cucciarelli F, De Santis MC, Rossi F, Prisco A, Guarnaccia R, de Fatis PT, Palumbo I, Colangione SP, Mormile M, Ravo V, Fozza A, Aristei C, Orecchia R, Cattani F, Jereczek-Fossa BA. The dosimetric impact of axillary nodes contouring variability in breast cancer radiotherapy: an AIRO multi-institutional study. Radiother Oncol 2022; 168:113-120. [PMID: 35033602 DOI: 10.1016/j.radonc.2022.01.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [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: 05/20/2021] [Revised: 01/03/2022] [Accepted: 01/04/2022] [Indexed: 12/01/2022]
Abstract
AIM To quantify the dosimetric impact of contouring variability of axillary lymph nodes (L2, L3, L4) in breast cancer (BC) locoregional radiotherapy (RT). MATERIALS AND METHODS 18 RT centres were asked to plan a locoregional treatment on their own planning target volume (single centre, SC-PTV) which was created by applying their institutional margins to the clinical target volume of the axillary nodes of three BC patients (P1, P2, P3) previously delineated (SC-CTV). The gold standard CTVs (GS-CTVs) of P1, P2 and P3 were developed by BC experts' consensus and validated with STAPLE algorithm. For each participating centre, the GS-PTV of each patient was created by applying the same margins as those used for the SC-CTV to SC-PTV expansion and replaced the SC-PTV in the treatment plan. Datasets were imported into MIM v6.1.7 [MIM Software Inc.], where dose-volume histograms (DVHs) were extracted and differences were analysed. RESULTS 17/18 centres used intensity-modulated RT (IMRT). The CTV to PTV margins ranged from 0 to 10 mm (median 5 mm). No correlation was observed between GS-CTV coverage by 95% isodose and GS-PTV margins width. Doses delivered to 98% (D98) and 95% (D95) of GS-CTVs were significantly lower than those delivered to the SC-CTVs. No significant difference between SC-CTV and GS-CTV was observed in maximum dose (D2), always under 110%. Mean dose ≥ 99% of the SC-CTVs and GS-CTVs was satisfied in 84% and 50%, respectively. In less than one half of plans, GS-CTV V95% was above 90%. Breaking down the GS-CTV into the three nodal levels (L2, L3 and L4), L4 had the lowest probability to be covered by the 95% isodose. CONCLUSIONS Overall, GS-CTV resulted worse coverage, especially for L4. IMRT was largely used and CTV-to-PTV margins did not compensate for contouring issues. The results highlighted the need for delineation training and standardization.
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Affiliation(s)
| | - Matteo Pepa
- Division of Radiation Oncology, IEO, Istituto Europeo di Oncologia, IRCCS, Milano, Italy
| | - Rosa Luraschi
- Unit of Medical Physics, IEO, Istituto Europeo di Oncologia, IRCCS, Milano, Italy
| | - Sabrina Vigorito
- Unit of Medical Physics, IEO, Istituto Europeo di Oncologia, IRCCS, Milano, Italy
| | - Samantha Dicuonzo
- Division of Radiation Oncology, IEO, Istituto Europeo di Oncologia, IRCCS, Milano, Italy.
| | - Lars Johannes Isaksson
- Division of Radiation Oncology, IEO, Istituto Europeo di Oncologia, IRCCS, Milano, Italy
| | | | - Lorenza Marino
- Radiotherapy Unit, REM Radioterapia, Viagrande, (CT), Italy
| | - Edy Ippolito
- Department of Radiotherapy, Campus Bio-Medico University, Roma, Italy
| | | | - Angela Argenone
- Division of Radiation Oncology, Azienda Ospedaliera di Rilievo Nazionale San Pio, Benevento, Italy
| | - Fiorenza De Rose
- Radiotherapy and Radiosurgery Department, Humanitas Clinical and Research Centre IRCCS, Milano, Italy
| | - Francesca Cucciarelli
- Department of Internal Medicine, Radiotherapy Institute, Ospedali Riuniti Umberto I, G.M. Lancisi, G. Salesi, Ancona, Italy
| | - Maria Carmen De Santis
- Radiotherapy Unit 1, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milano, Italy
| | - Francesca Rossi
- Radiotherapy Unit, Usl Toscana Centro, Ospedale Santa Maria Annunziata, Firenze, Italy
| | - Agnese Prisco
- Department of Radiotherapy, Azienda Sanitaria Universitaria Friuli Centrale, Udine, Italy
| | - Roberta Guarnaccia
- Radiotherapy Unit, Ospedale Fatebenefratelli Isola Tiberina, Roma, Italy
| | | | - Isabella Palumbo
- Radiation Oncology Section, University of Perugia and Perugia General Hospital, Perugia, Italy
| | - Sarah Pia Colangione
- Radiotherapy Unit, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy
| | - Maria Mormile
- Unit of Medical Physics, ASL Napoli 1 Centro - Ospedale del Mare, Napoli, Italy
| | - Vincenzo Ravo
- Unit of Radiotherapy, Istituto Nazionale Tumori - IRCCS - Fondazione G. Pascale, Napoli, Italy
| | - Alessandra Fozza
- Division of Radiation Oncology, Azienda Ospedaliera Nazionale SS. Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Cynthia Aristei
- Radiation Oncology Section, University of Perugia and Perugia General Hospital, Perugia, Italy
| | - Roberto Orecchia
- Scientific Direction, IEO, Istituto Europeo di Oncologia, IRCCS, Milano, Italy
| | - Federica Cattani
- Unit of Medical Physics, IEO, Istituto Europeo di Oncologia, IRCCS, Milano, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO, Istituto Europeo di Oncologia, IRCCS, Milano, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milano, Italy
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- Division of Radiation Oncology, IEO, Istituto Europeo di Oncologia, IRCCS, Milano, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milano, Italy
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Leonardi MC, Kouloura A, Rojas DP, Zaffaroni M, Intra M, Veronesi P, Morra A, Gerardi MA, Fodor CI, Zerella MA, Camarda AM, Cattani F, Luraschi R, Viola A, Riva G, Miglietta E, Orecchia R, Dicuonzo S, Jereczek-Fossa BA. The POLO (Partially Omitted Lobe) approach to safely treat in-breast recurrence after intraoperative radiotherapy with electrons. Br J Radiol 2021; 95:20210405. [PMID: 34919420 DOI: 10.1259/bjr.20210405] [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: 11/05/2022] Open
Abstract
OBJECTIVES The aim of this study is to evaluate feasibility of salvage 4-week hypofractionated whole breast radiotherapy (WBRT) in patients with in-breast recurrence after receiving intraoperative radiotherapy with electrons (IOERT) for primary breast cancer (BC). METHODS BC patients who had repeated quadrantectomy underwent modified WBRT with intensity-modulated radiotherapy using Helical Tomotherapy to underdose the IOERT region. This approach, called POLO (Partially Omitted Lobe), excluded the IOERT volume from receiving the full prescription dose. RESULTS Nine patients were treated with this approach, receiving 45 Gy in 20 fractions. A simultaneous integrated boost of 2.5 Gy in 20 fractions was delivered in 6/9 patients. Dose constraints and planning objectives were reported. No severe toxicity was reported while local control and overall survival were 100%. CONCLUSION The POLO approach is technically feasible and capable to achieve a significant reduction of radiation dose delivered to the previous treated IOERT area. ADVANCES IN KNOWLEDGE The study demonstrates the technical and dosimetric feasibility of conservative salvage whole breast radiotherapy, while sparing the area already treated with IORT, in patients with in-breast recurrence.
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Affiliation(s)
| | - Andriana Kouloura
- Division of Breast Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Mattia Zaffaroni
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Mattia Intra
- Division of Breast Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Paolo Veronesi
- Division of Breast Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy.,Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Anna Morra
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | | | - Maria Alessia Zerella
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Anna Maria Camarda
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy.,Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Federica Cattani
- Unit of Medical Physics, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Rosa Luraschi
- Unit of Medical Physics, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Anna Viola
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy.,Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Giulia Riva
- Clinical Department, National Center for Oncological Hadrontherapy (CNAO), Pavia, Italy
| | - Eleonora Miglietta
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Roberto Orecchia
- Scientific Direction, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Samantha Dicuonzo
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy.,Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
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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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Piccolo C, Vigorito S, Rondi E, Piperno G, Ferrari A, Pepa M, Conte E, Catto V, Andreini D, Carbucicchio C, Jereczek-Fossa B, Cattani F. Phantom study of stereotactic radioablation treatments for ventricular tachycardia (STRA-MI-VT) using Cyberknife synchrony respiratory tracking system with a single fiducial marker. Phys Med 2021. [DOI: 10.1016/s1120-1797(22)00164-8] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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la Fauci F, Marvaso G, Augugliaro M, Comi S, Pepa M, Zaffaroni M, Corrao G, Mistretta F, Gandini S, Petralia G, Cattani F, de Cobelli O, Orecchia R, Jereczek-Fossa B. Evaluation of effect on dose due to displacement of bowel and target volume in SBRT treatment for oligorecurrent crastation sensitive prostate cancer patients. Phys Med 2021. [DOI: 10.1016/s1120-1797(22)00425-2] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
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Augugliaro M, Marvaso G, Cambria R, Pepa M, Bagnardi V, Frassoni S, Pansini F, Patricia Rojas D, Colombo F, Iuliana Fodor C, Musi G, Petralia G, De Cobelli O, Cattani F, Orecchia R, Zerini D, Jereczek-Fossa BA. Finding safe dose-volume constraints for re-irradiation with SBRT of patients with prostate cancer relapse: The IEO experience. Phys Med 2021; 92:62-68. [PMID: 34871888 DOI: 10.1016/j.ejmp.2021.11.005] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 10/14/2021] [Accepted: 11/20/2021] [Indexed: 12/16/2022] Open
Abstract
AIM The primary aim of this study is to provide preliminary indications for safe constraints of rectum and bladder in patients re-irradiated with stereotactic body RT (SBRT). METHODS Data from patients treated for prostate cancer (PCa) and intraprostatic relapse, from 1998 to 2016, were retrospectively collected. First RT course was delivered with 3D conformal RT techniques, SBRT or volumetric modulated arc therapy (VMAT). All patients underwent re-irradiation with SBRT with heavy hypofractionated schedules. Cumulative dose-volume values to organs at risk (OARs) were computed and possible correlation with developed toxicities was investigated. RESULTS Twenty-six patients were included. Median age at re-irradiation was 75 years, mean interval between the two RT courses was 5.6 years and the median follow-up was 47.7 months (13.4-114.3 months). After re-irradiation, acute and late G ≥ 2 GU toxicity events were reported in 3 (12%) and 10 (38%) patients, respectively, while late G ≥ 2 GI events were reported in 4 (15%) patients. No acute G ≥ 2 GI side effects were registered. Patients receiving an equivalent uniform dose of the two RT treatments < 131 Gy appeared to be at higher risk of progression (4-yr b-PFS: 19% vs 33%, p = 0.145). Cumulative re-irradiation constraints that appear to be safe are D30% < 57.9 Gy for bladder and D30% < 66.0 Gy, D60% < 38.0 Gy and V122.1 Gy < 5% for rectum. CONCLUSION Preliminary re-irradiation constraints for bladder and rectum have been reported. Our preliminary investigation may serve to clear some grey areas of PCa re-irradiation.
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Affiliation(s)
- Matteo Augugliaro
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy
| | - Giulia Marvaso
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy; Department of Oncology and Hemato-oncology, University of Milan, Via Festa del Perdono 7, 20122 Milan, Italy
| | - Raffaella Cambria
- Unit of Medical Physics, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy
| | - Matteo Pepa
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy.
| | - Vincenzo Bagnardi
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Piazza dell'Ateneo Nuovo, 1, 20126 Milan, Italy
| | - Samuele Frassoni
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Piazza dell'Ateneo Nuovo, 1, 20126 Milan, Italy
| | - Floriana Pansini
- Unit of Medical Physics, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy
| | - Damaris Patricia Rojas
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy
| | - Francesca Colombo
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy; Department of Oncology and Hemato-oncology, University of Milan, Via Festa del Perdono 7, 20122 Milan, Italy
| | - Cristiana Iuliana Fodor
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy
| | - Gennaro Musi
- Department of Oncology and Hemato-oncology, University of Milan, Via Festa del Perdono 7, 20122 Milan, Italy; Division of Urology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy
| | - Giuseppe Petralia
- Department of Oncology and Hemato-oncology, University of Milan, Via Festa del Perdono 7, 20122 Milan, Italy; Division of Radiology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy
| | - Ottavio De Cobelli
- Department of Oncology and Hemato-oncology, University of Milan, Via Festa del Perdono 7, 20122 Milan, Italy; Division of Urology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy
| | - Federica Cattani
- Unit of Medical Physics, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy
| | - Roberto Orecchia
- Scientific Direction, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy
| | - Dario Zerini
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy; Department of Oncology and Hemato-oncology, University of Milan, Via Festa del Perdono 7, 20122 Milan, Italy
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40
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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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Carbucicchio C, Andreini D, Piperno G, Catto V, Conte E, Cattani F, Bonomi A, Rondi E, Piccolo C, Vigorito S, Ferrari A, Pepa M, Giuliani M, Mushtaq S, Scarà A, Calò L, Gorini A, Veglia F, Pontone G, Pepi M, Tremoli E, Orecchia R, Pompilio G, Tondo C, Jereczek-Fossa BA. Stereotactic radioablation for the treatment of ventricular tachycardia: preliminary data and insights from the STRA-MI-VT phase Ib/II study. J Interv Card Electrophysiol 2021; 62:427-439. [PMID: 34609691 PMCID: PMC8490832 DOI: 10.1007/s10840-021-01060-5] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 09/02/2021] [Indexed: 11/28/2022]
Abstract
Purpose We present the preliminary results of the STRA-MI-VT Study (NCT04066517), a spontaneous, phase Ib/II study, designed to prospectively test the safety and efficacy of stereotactic body radiotherapy (SBRT) in patientswith advanced cardiac disease and intractable ventricular tachycardia (VT). Methods Cardiac computed tomography (CT) integrated by electroanatomical mapping was used for substrate identification and merged with dedicated CT scans for treatment plan preparation. A single 25-Gy radioablation dose was delivered by a LINAC-based volumetric modulated arc therapy technique in a non-invasive matter. The primary safety endpoint was treatment-related adverse effects during acute and long-term follow-up (FU), obtained by regular in-hospital controls and implantable cardioverter defibrillator (ICD) remote monitoring. The primary efficacy endpoint was the reduction at 3 and 6 months of VT episodes and ICD shocks. Results Seven out of eight patients (men; age, 70 ± 7 years; ejection fraction, 27 ± 11%; 3 ischemic, 4 non-ischemic cardiomyopathies) underwent SBRT. At a median 8-month FU, no treatment-related serious adverse event occurred. Three patients died from non-SBRT-related causes. Four patients completed the 6-month FU: the number of VT decreased from 29 ± 33 to 11 ± 9 (p = .05) and 2 ± 2 (p = .08), at 3 and 6 months, respectively; shocks decreased from 11 to 0 and 2, respectively. At 6 months, all patients. showed a significant reduction of VT episodes and no electrical storm recurrence, with the complete regression of iterative VTs in 2/2 patients. Conclusion The STRA-MI-VT Study suggests that SBRT can be considered an alternative option for the treatment of VT in patients with structural heart disease and highlights the need for further clinical investigation addressing safety and efficacy. Supplementary Information The online version contains supplementary material available at 10.1007/s10840-021-01060-5.
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Affiliation(s)
- Corrado Carbucicchio
- Department of Clinical Electrophysiology and Cardiac Pacing, Centro Cardiologico Monzino IRCCS, Via Carlo Parea 4, 20138, Milan, Italy.
| | - Daniele Andreini
- Department of Cardiovascular Imaging, Centro Cardiologico Monzino IRCCS, Milan, Italy.,Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Gaia Piperno
- Division of Radiotherapy, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Valentina Catto
- Department of Clinical Electrophysiology and Cardiac Pacing, Centro Cardiologico Monzino IRCCS, Via Carlo Parea 4, 20138, Milan, Italy
| | - Edoardo Conte
- Department of Cardiovascular Imaging, Centro Cardiologico Monzino IRCCS, Milan, Italy
| | - Federica Cattani
- Unit of Medical Physics, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Alice Bonomi
- Biostatistics Unit, Centro Cardiologico Monzino IRCCS, Milan, Italy
| | - Elena Rondi
- Unit of Medical Physics, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Consiglia Piccolo
- Unit of Medical Physics, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Sabrina Vigorito
- Unit of Medical Physics, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Annamaria Ferrari
- Division of Radiotherapy, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Matteo Pepa
- Division of Radiotherapy, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Mattia Giuliani
- Psycho-Cardiology Service, Centro Cardiologico Monzino IRCCS, Milan, Italy
| | - Saima Mushtaq
- Department of Cardiovascular Imaging, Centro Cardiologico Monzino IRCCS, Milan, Italy
| | - Antonio Scarà
- Unit of Cardiology, Policlinico Casilino, Rome, Italy
| | - Leonardo Calò
- Unit of Cardiology, Policlinico Casilino, Rome, Italy
| | - Alessandra Gorini
- Psycho-Cardiology Service, Centro Cardiologico Monzino IRCCS, Milan, Italy.,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Fabrizio Veglia
- Biostatistics Unit, Centro Cardiologico Monzino IRCCS, Milan, Italy
| | - Gianluca Pontone
- Department of Cardiovascular Imaging, Centro Cardiologico Monzino IRCCS, Milan, Italy
| | - Mauro Pepi
- Clinical Area Directorate, Centro Cardiologico Monzino IRCCS, Milan, Italy
| | - Elena Tremoli
- Prevention Program Directorate, Centro Cardiologico Monzino IRCCS, Milan, Italy
| | - Roberto Orecchia
- Scientific Directorate, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Giulio Pompilio
- Scientific Directorate, Centro Cardiologico Monzino IRCCS, Milan, Italy.,Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milano, Italy
| | - Claudio Tondo
- Department of Clinical Electrophysiology and Cardiac Pacing, Centro Cardiologico Monzino IRCCS, Via Carlo Parea 4, 20138, Milan, Italy.,Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milano, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiotherapy, IEO European Institute of Oncology IRCCS, Milan, Italy.,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
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42
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Dicuonzo S, Patti F, Luraschi R, Frassoni S, Rojas DP, Zaffaroni M, Morra A, Gerardi MA, Zerella MA, Emiro F, Cattani F, Bagnardi V, Fodor CI, Veronesi P, Galimberti VE, Orecchia R, Leonardi MC, Jereczek-Fossa BA. Comparing TomoHelical and TomoDirect in postmastectomy hypofractionated radiotherapy after immediate breast reconstruction. Phys Med 2021; 90:66-72. [PMID: 34563833 DOI: 10.1016/j.ejmp.2021.09.007] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 09/10/2021] [Accepted: 09/13/2021] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Postmastectomy radiotherapy (PMRT) with TomoHelical™ (TH) or TomoDirect™ (TD) allows a uniform target coverage. In this study, we compare treatment plans using TD and TH in the setting of hypofractionated PMRT and immediate breast reconstruction. MATERIAL AND METHODS The TD-treatment plans of breast cancer patients treated between May 2016 and August 2019 were retrospectively selected. All the TD plans were re-planned on TH with the same prescription dose (40.05 Gy/15 fractions) and according to our dose/volume constraints. Data about the 2 treatment plans were compared with a focus on PTV coverage and all the organs at risk (OARs) constraints. RESULTS Fifty patients for a total number of 100 treatment plans (50 with TD and 50 re-planned with TH) were analyzed. All the median value in the TD PTV CHEST WALL plans fulfilled the predefined planning objectives, even though TH emerged as best for target coverage with statistically significant difference for V90%. TD provided the lowest V95% for the PTV SVC, but the median value was near to the recommended value of 90% (89.8 % vs 98.6% for TD and TH, respectively). Overall, TD reached the best OARs sparing. The main statistically significant differences with TH were for contralateral breast, ipsilateral and contralateral lung. All the other dose values for TH were higher than TD, but they fulfilled the recommended/acceptable predefined planning objectives. CONCLUSIONS In the setting of PMRT, TD compared to TH reached an acceptable target volume coverage, with an optimal sparing of OARs.
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Affiliation(s)
- Samantha Dicuonzo
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Filippo Patti
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Rosa Luraschi
- Unit of Medical Physics, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Samuele Frassoni
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy
| | | | - Mattia Zaffaroni
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Anna Morra
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Maria Alessia Zerella
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy.
| | - Francesca Emiro
- Unit of Medical Physics, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Federica Cattani
- Unit of Medical Physics, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Vincenzo Bagnardi
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy
| | | | - Paolo Veronesi
- Division of Breast Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | | | - Roberto Orecchia
- Scientific Directorate, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
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43
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Rojas DP, Leonardi MC, Frassoni S, Morra A, Gerardi MA, La Rocca E, Cattani F, Luraschi R, Fodor C, Zaffaroni M, Rietjens M, De Lorenzi F, Veronesi P, Galimberti VE, Intra M, Bagnardi V, Orecchia R, Dicuonzo S, Jereczek-Fossa BA. Implant risk failure in patients undergoing postmastectomy 3-week hypofractionated radiotherapy after immediate reconstruction. Radiother Oncol 2021; 163:105-113. [PMID: 34419507 DOI: 10.1016/j.radonc.2021.08.006] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 08/05/2021] [Accepted: 08/12/2021] [Indexed: 01/29/2023]
Abstract
AIM To evaluate reconstruction failure (RF) rate in patients receiving implant-based immediate breast reconstruction (IBR) and hypofractionated (HF) postmastectomy radiation therapy (PMRT). MATERIALS AND METHODS Stage II-III breast cancer patients, treated with HF-PMRT using intensity modulated radiotherapy were stratified in two groups according to IBR: single-stage direct-to-implant (DTI-group) and two-stage expander and implant (TE/I-group). Irradiated patients were matched with non-irradiated ones who underwent the same IBR during the same period. Prescription dose was 40.05 Gy/15 fractions to chest wall and infra/supraclavicular nodal region. Primary endpoint was RF defined as the need of major revisional surgery (MaRS) for implant removal or conversion to autologous reconstruction. Secondary endpoint was the rate of minor revisional surgeries (MiRS) including implant repositioning or substitution with another implant. RESULTS One hundred and seven irradiated patients (62 in TE/I-group, 45 in DTI-group) were matched with 107 non-irradiated subjects. Median follow-up was 4.2 years (0.1-6.1) In the TE/I setting, MaRS was performed in 8/62 irradiated patients (12.9%) of the irradiated TE/I group compared to 1/62 (1.6%) non-irradiated subjects (p = 0.015). In the DTI setting, MaRs occurred in 3/45 irradiated patients (6.7%) compared to 1/45 non-irradiated ones (2.2%) (p = 0.35). Overall MaRS rate was 10.3% in the irradiated group. MiRS was performed in 35.6% and 31.1% of the irradiated and non-irradiated DTI-groups (p = 0.65), respectively, and in 12.9% and 8.1% of the irradiated and non-irradiated TE/I groups (p = 0.38), respectively. CONCLUSIONS Compared to the non-irradiated counterparts, the TE/I group showed higher rate of RF, while no statistically significant difference was observed for the DTI group. The use of hypofractionation and IMRT to implant-based IBR did not seem to increase the risk of RF which appeared to be in line with the literature.
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Affiliation(s)
| | | | - Samuele Frassoni
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Italy
| | - Anna Morra
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Eliana La Rocca
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-oncology, University of Milan, Italy
| | - Federica Cattani
- Unit of Medical Physics, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Rosa Luraschi
- Unit of Medical Physics, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Cristiana Fodor
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Mattia Zaffaroni
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Mario Rietjens
- Division of Plastic and Reconstructive Surgery, European Institute of Oncology IRCCS, Milan, Italy
| | - Francesca De Lorenzi
- Division of Plastic and Reconstructive Surgery, European Institute of Oncology IRCCS, Milan, Italy
| | - Paolo Veronesi
- Division of Breast Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-oncology, University of Milan, Italy
| | | | - Mattia Intra
- Division of Breast Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Vincenzo Bagnardi
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Italy
| | - Roberto Orecchia
- Scientific Direction, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Samantha Dicuonzo
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-oncology, University of Milan, Italy
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44
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Fiandra C, Cattani F, Leonardi C, Comi S, Zara S, Rossi L, Jereczek-Fossa B, Ricardi U, Heijmen B. PO-1808 Machine learning to predict best clinical plan for left-sided whole breast radiotherapy. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)08259-1] [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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45
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Pepa M, Zaffaroni M, Volpe S, Marvaso G, Isaksson J, Barzaghi S, Benigni F, Callegari M, Gismundi A, La Fauci F, Corrao G, Augugliaro M, Cattani F, Baroni G, De Momi E, Orecchia R, Jereczek-Fossa B. PO-1796 Machine learning-based models of toxicity in prostate cancer ultra-hypofractionated radiotherapy. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)08247-5] [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: 10/20/2022]
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46
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Piccolo C, Vigorito S, Rondi E, Piperno G, Ferrari A, Pepa M, Conte E, Catto V, Andreini D, Carbucicchio C, Jereczek-Fossa B, Cattani F. PO-1725 Phantom study of Cyberknife Synchrony cardiac treatments with a single fiducial marker. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)08176-7] [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: 10/20/2022]
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47
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Augugliaro M, Pepa M, Zerini D, Marvaso G, Cambria R, Bagnardi V, Frassoni S, Pansini F, Rojas D, Colombo F, Fodor C, Cattani F, Jereczek-Fossa B. PO-1355 Finding safe dose-volume constraints for re-irradiation of intraprostatic prostate cancer relapse. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)07806-3] [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: 10/20/2022]
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48
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Corrao G, Bergamaschi L, Pierini V, Ferrari A, Piperno G, Marvaso G, Riva G, Cavallo I, Emiro F, Pepa M, Zaffaroni M, Gandini S, Leonardi M, Cattani F, Orecchia R, Jereczek-Fossa B. PH-0604 Hippocampal Sparing WBRT: Trade-Off Between Tumor Control And Quality Of Life? A series of 150 pts. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)07376-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: 10/20/2022]
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49
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Leonardi MC, Pepa M, Gugliandolo SG, Luraschi R, Vigorito S, Rojas DP, La Porta MR, Cante D, Petrucci E, Marino L, Borzì G, Ippolito E, Marrocco M, Huscher A, Chieregato M, Argenone A, Iadanza L, De Rose F, Lobefalo F, Cucciarelli F, Valenti M, De Santis MC, Cavallo A, Rossi F, Russo S, Prisco A, Guernieri M, Guarnaccia R, Malatesta T, Meaglia I, Liotta M, Tabarelli de Fatis P, Palumbo I, Marcantonini M, Colangione SP, Mezzenga E, Falivene S, Mormile M, Ravo V, Arrichiello C, Fozza A, Barbero MP, Ivaldi GB, Catalano G, Vidali C, Aristei C, Giannitto C, Miglietta E, Ciabattoni A, Meattini I, Orecchia R, Cattani F, Jereczek-Fossa BA. Geometric contour variation in clinical target volume of axillary lymph nodes in breast cancer radiotherapy: an AIRO multi-institutional study. Br J Radiol 2021; 94:20201177. [PMID: 33882239 PMCID: PMC8248216 DOI: 10.1259/bjr.20201177] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 12/23/2020] [Accepted: 01/25/2021] [Indexed: 01/19/2023] Open
Abstract
OBJECTIVES To determine interobserver variability in axillary nodal contouring in breast cancer (BC) radiotherapy (RT) by comparing the clinical target volume of participating single centres (SC-CTV) with a gold-standard CTV (GS-CTV). METHODS The GS-CTV of three patients (P1, P2, P3) with increasing complexity was created in DICOM format from the median contour of axillary CTVs drawn by BC experts, validated using the simultaneous truth and performance-level estimation and peer-reviewed. GS-CTVs were compared with the correspondent SC-CTVs drawn by radiation oncologists, using validated metrics and a total score (TS) integrating all of them. RESULTS Eighteen RT centres participated in the study. Comparative analyses revealed that, on average, the SC-CTVs were smaller than GS-CTV for P1 and P2 (by -29.25% and -27.83%, respectively) and larger for P3 (by +12.53%). The mean Jaccard index was greater for P1 and P2 compared to P3, but the overlap extent value was around 0.50 or less. Regarding nodal levels, L4 showed the highest concordance with the GS. In the intra-patient comparison, L2 and L3 achieved lower TS than L4. Nodal levels showed discrepancy with GS, which was not statistically significant for P1, and negligible for P2, while P3 had the worst agreement. DICE similarity coefficient did not exceed the minimum threshold for agreement of 0.70 in all the measurements. CONCLUSIONS Substantial differences were observed between SC- and GS-CTV, especially for P3 with altered arm setup. L2 and L3 were the most critical levels. The study highlighted these key points to address. ADVANCES IN KNOWLEDGE The present study compares, by means of validated geometric indexes, manual segmentations of axillary lymph nodes in breast cancer from different observers and different institutions made on radiotherapy planning CT images. Assessing such variability is of paramount importance, as geometric uncertainties might lead to incorrect dosimetry and compromise oncological outcome.
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Affiliation(s)
| | - Matteo Pepa
- Division of Radiation Oncology, IEO Istituto Europeo di Oncologia IRCCS, Milano, Italy
| | | | - Rosa Luraschi
- Unit of Medical Physics, IEO Istituto Europeo di Oncologia IRCCS, Milano, Italy
| | - Sabrina Vigorito
- Unit of Medical Physics, IEO Istituto Europeo di Oncologia IRCCS, Milano, Italy
| | | | | | - Domenico Cante
- Radiotherapy Department, ASL TO4 Ivrea Community Hospital, Ivrea, Italy
| | - Edoardo Petrucci
- Unit of Medical Physics, ASL TO4 Ivrea Community Hospital, Ivrea, Italy
| | - Lorenza Marino
- Radiotherapy Unit, REM Radioterapia, Viagrande (CT), Italy
| | - Giuseppina Borzì
- Unit of Medical Physics, REM Radioterapia, Viagrande (CT), Italy
| | - Edy Ippolito
- Department of Radiotherapy, Campus Bio-Medico University, Roma, Italy
| | | | | | | | - Angela Argenone
- Division of Radiation Oncology, Azienda Ospedaliera di Rilievo Nazionale San Pio, Benevento, Italy
| | - Luciano Iadanza
- Unit of Medical Physics, Azienda Ospedaliera di Rilievo Nazionale San Pio, Benevento, italy
| | - Fiorenza De Rose
- Radiotherapy and Radiosurgery Department, Humanitas Clinical and Research Centre IRCCS, Milano, Italy
| | - Francesca Lobefalo
- Radiotherapy and Radiosurgery Department, Humanitas Clinical and Research Centre IRCCS, Milano, Italy
| | - Francesca Cucciarelli
- Department of Internal Medicine, Radiotherapy Institute, Ospedali Riuniti Umberto I, G.M. Lancisi, G. Salesi, Ancona, Italy
| | - Marco Valenti
- Unit of Medical Physics, Ospedali Riuniti Umberto I, G.M. Lancisi, G. Salesi, Ancona, Italy
| | | | - Anna Cavallo
- Unit of Medical Physics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Francesca Rossi
- Radiotherapy Unit, Usl Toscana Centro, Ospedale Santa Maria Annunziata, Firenze, Italy
| | - Serenella Russo
- Unit of Medical Physics, Usl Toscana Centro, Ospedale Santa Maria Annunziata, Firenze, Italy
| | - Agnese Prisco
- Department of Radiotherapy, ASUFC - P.O. “ Santa Maria della Misericordia” di Udine, Udine, Italy
| | - Marika Guernieri
- Unit of Medical Physics, ASUFC - P.O. “ Santa Maria della Misericordia” di Udine, Udine, Italy
| | - Roberta Guarnaccia
- Radiotherapy Unit, Ospedale Fatebenefratelli Isola Tiberina, Roma, Italy
| | - Tiziana Malatesta
- Unit of Medical Physics, Ospedale Fatebenefratelli Isola Tiberina, Roma, Italy
| | - Ilaria Meaglia
- Radiation Oncology Unit, Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy
| | - Marco Liotta
- Medical Physics Unit, Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy
| | | | - Isabella Palumbo
- Radiation Oncology Section, University of Perugia and Perugia General Hospital, Perugia, Italy
| | | | - Sarah Pia Colangione
- Radiotherapy Unit, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy
| | - Emilio Mezzenga
- Medical Physics Unit, IRCCS Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) "Dino Amadori", Meldola (FC), Italy
| | - Sara Falivene
- Department of Radiotherapy, ASL Napoli 1 Centro - Ospedale del Mare, Napoli, Italy
| | - Maria Mormile
- Unit of Medical Physics, ASL Napoli 1 Centro - Ospedale del Mare, Napoli, Italy
| | - Vincenzo Ravo
- Unit of Radiotherapy, Istituto Nazionale Tumori – IRCCS - Fondazione G. Pascale, Napoli, Italy
| | - Cecilia Arrichiello
- Unit of Radiotherapy, Istituto Nazionale Tumori – IRCCS - Fondazione G. Pascale, Napoli, Italy
| | - Alessandra Fozza
- Division of Radiation Oncology, Azienda Ospedaliera Nazionale SS. Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Maria Paola Barbero
- Unit of Medical Physics, Azienda Ospedaliera Nazionale SS. Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | | | - Gianpiero Catalano
- Department of Radiotherapy, IRCCS MultiMedica, Sesto San Giovanni (MI), Italy
| | - Cristiana Vidali
- Department of Radiation Oncology, Azienda Sanitaria Universitaria Integrata di Trieste (ASUI-TS), Trieste, Italy
| | - Cynthia Aristei
- Radiation Oncology Section, University of Perugia and Perugia General Hospital, Perugia, Italy
| | - Caterina Giannitto
- Division of Radiology, IEO Istituto Europeo di Oncologia IRCCS, Milano, Italy
| | - Eleonora Miglietta
- Division of Radiation Oncology, IEO Istituto Europeo di Oncologia IRCCS, Milano, Italy
| | | | | | - Roberto Orecchia
- Scientific Direction, IEO Istituto Europeo di Oncologia IRCCS, Milano, Italy
| | - Federica Cattani
- Unit of Medical Physics, IEO Istituto Europeo di Oncologia IRCCS, Milano, Italy
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Corrao G, Zaffaroni M, Bergamaschi L, Augugliaro M, Volpe S, Pepa M, Bonizzi G, Pece S, Amodio N, Mistretta FA, Luzzago S, Musi G, Alessi S, La Fauci FM, Tordonato C, Tosoni D, Cattani F, Gandini S, Petralia G, Pravettoni G, De Cobelli O, Viale G, Orecchia R, Marvaso G, Jereczek-Fossa BA. Exploring miRNA Signature and Other Potential Biomarkers for Oligometastatic Prostate Cancer Characterization: The Biological Challenge behind Clinical Practice. A Narrative Review. Cancers (Basel) 2021; 13:cancers13133278. [PMID: 34208918 PMCID: PMC8267686 DOI: 10.3390/cancers13133278] [Citation(s) in RCA: 6] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 06/16/2021] [Accepted: 06/24/2021] [Indexed: 02/07/2023] Open
Abstract
Simple Summary The oligometastatic prostate cancer state is defined as the presence of a number of lesions ≤ 5 and has been significantly correlated with better survival if compared to a number of metastases > 5. In particular, patients in an oligometastatic setting could benefit from a metastates directed therapy, which could control the disease delaying the start of systemic therapies. For this reason, the selection of true-oligometastatic patients who could benefit from such approach is particularly important in this setting. The aim of the present narrative review is to report the current state of the art on the liquid biopsy-derived analytes and their reliability as biomarkers in the clinics for the identification of true-oligometastatic patients. This kind of molecular profiling could refine current developments in the era of precision oncology allowing patients’ stratification and leading to more refined therapeutic strategies. Abstract In recent years, a growing interest has been directed towards oligometastatic prostate cancer (OMPC), as patients with three to five metastatic lesions have shown a significantly better survival as compared with those harboring a higher number of lesions. The efficacy of local ablative treatments directed on metastatic lesions (metastases-directed treatments) was extensively investigated, with the aim of preventing further disease progression and delaying the start of systemic androgen deprivation therapies. Definitive diagnosis of prostate cancer is traditionally based on histopathological analysis. Nevertheless, a bioptic sample—static in nature—inevitably fails to reflect the dynamics of the tumor and its biological response due to the dynamic selective pressure of cancer therapies, which can profoundly influence spatio-temporal heterogeneity. Furthermore, even with new imaging technologies allowing an increasingly early detection, the diagnosis of oligometastasis is currently based exclusively on radiological investigations. Given these premises, the development of minimally-invasive liquid biopsies was recently promoted and implemented as predictive biomarkers both for clinical decision-making at pre-treatment (baseline assessment) and for monitoring treatment response during the clinical course of the disease. Through liquid biopsy, different biomarkers, commonly extracted from blood, urine or saliva, can be characterized and implemented in clinical routine to select targeted therapies and assess treatment response. Moreover, this approach has the potential to act as a tissue substitute and to accelerate the identification of novel and consistent predictive analytes cost-efficiently. However, the utility of tumor profiling is currently limited in OMPC due to the lack of clinically validated predictive biomarkers. In this scenario, different ongoing trials, such as the RADIOSA trial, might provide additional insights into the biology of the oligometastatic state and on the identification of novel biomarkers for the outlining of true oligometastatic patients, paving the way towards a wider ideal approach of personalized medicine. The aim of the present narrative review is to report the current state of the art on the solidity of liquid biopsy-related analytes such as CTCs, cfDNA, miRNA and epi-miRNA, and to provide a benchmark for their further clinical implementation. Arguably, this kind of molecular profiling could refine current developments in the era of precision oncology and lead to more refined therapeutic strategies in this subset of oligometastatic patients.
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Affiliation(s)
- Giulia Corrao
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy; (G.C.); (M.Z.); (L.B.); (S.V.); (M.P.); (G.M.); (B.A.J.-F.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy; (S.P.); (G.M.); (C.T.); (G.P.); (G.P.); (O.D.C.); (G.V.)
| | - Mattia Zaffaroni
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy; (G.C.); (M.Z.); (L.B.); (S.V.); (M.P.); (G.M.); (B.A.J.-F.)
| | - Luca Bergamaschi
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy; (G.C.); (M.Z.); (L.B.); (S.V.); (M.P.); (G.M.); (B.A.J.-F.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy; (S.P.); (G.M.); (C.T.); (G.P.); (G.P.); (O.D.C.); (G.V.)
| | - Matteo Augugliaro
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy; (G.C.); (M.Z.); (L.B.); (S.V.); (M.P.); (G.M.); (B.A.J.-F.)
- Correspondence:
| | - Stefania Volpe
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy; (G.C.); (M.Z.); (L.B.); (S.V.); (M.P.); (G.M.); (B.A.J.-F.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy; (S.P.); (G.M.); (C.T.); (G.P.); (G.P.); (O.D.C.); (G.V.)
| | - Matteo Pepa
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy; (G.C.); (M.Z.); (L.B.); (S.V.); (M.P.); (G.M.); (B.A.J.-F.)
| | - Giuseppina Bonizzi
- Department of Pathology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy;
| | - Salvatore Pece
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy; (S.P.); (G.M.); (C.T.); (G.P.); (G.P.); (O.D.C.); (G.V.)
- Novel Diagnostics Program, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy;
| | - Nicola Amodio
- Department of Experimental and Clinical Medicine, Magna Graecia University of Catanzaro, 88100 Catanzaro, Italy;
| | | | - Stefano Luzzago
- Department of Urology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy; (F.A.M.); (S.L.)
| | - Gennaro Musi
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy; (S.P.); (G.M.); (C.T.); (G.P.); (G.P.); (O.D.C.); (G.V.)
- Department of Urology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy; (F.A.M.); (S.L.)
| | - Sarah Alessi
- Division of Radiology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy;
| | - Francesco Maria La Fauci
- Unit of Medical Physics IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy; (F.M.L.F.); (F.C.)
| | - Chiara Tordonato
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy; (S.P.); (G.M.); (C.T.); (G.P.); (G.P.); (O.D.C.); (G.V.)
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy;
| | - Daniela Tosoni
- Novel Diagnostics Program, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy;
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy;
| | - Federica Cattani
- Unit of Medical Physics IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy; (F.M.L.F.); (F.C.)
| | - Sara Gandini
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy;
| | - Giuseppe Petralia
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy; (S.P.); (G.M.); (C.T.); (G.P.); (G.P.); (O.D.C.); (G.V.)
- Division of Radiology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy;
| | - Gabriella Pravettoni
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy; (S.P.); (G.M.); (C.T.); (G.P.); (G.P.); (O.D.C.); (G.V.)
- Applied Research Division for Cognitive and Psychological Science, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Ottavio De Cobelli
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy; (S.P.); (G.M.); (C.T.); (G.P.); (G.P.); (O.D.C.); (G.V.)
- Department of Urology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy; (F.A.M.); (S.L.)
| | - Giuseppe Viale
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy; (S.P.); (G.M.); (C.T.); (G.P.); (G.P.); (O.D.C.); (G.V.)
- Department of Pathology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy;
| | - Roberto Orecchia
- Scientific Direction, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy;
| | - Giulia Marvaso
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy; (G.C.); (M.Z.); (L.B.); (S.V.); (M.P.); (G.M.); (B.A.J.-F.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy; (S.P.); (G.M.); (C.T.); (G.P.); (G.P.); (O.D.C.); (G.V.)
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milan, Italy; (G.C.); (M.Z.); (L.B.); (S.V.); (M.P.); (G.M.); (B.A.J.-F.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20141 Milan, Italy; (S.P.); (G.M.); (C.T.); (G.P.); (G.P.); (O.D.C.); (G.V.)
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