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Crimì F, Turatto F, D'Alessandro C, Sussan G, Iacobone M, Torresan F, Tizianel I, Campi C, Quaia E, Caccese M, Ceccato F. Texture analysis can predict response to etoposide-doxorubicin-cisplatin in patients with adrenocortical carcinoma. J Endocrinol Invest 2025; 48:711-720. [PMID: 39382628 PMCID: PMC11876227 DOI: 10.1007/s40618-024-02476-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Accepted: 10/04/2024] [Indexed: 10/10/2024]
Abstract
BACKGROUND The adrenocortical carcinoma (ACC) is a rare and highly aggressive malignancy originating from the adrenal cortex. These patients usually undergo chemotherapy with etoposide, doxorubicin, cisplatin and mitotane (EDP-M) in case of locally advanced or metastatic ACC. Computed tomography (CT) radiomics showed to be useful in adrenal pathologies. The study aimed to analyze the association between response to EDP-M treatment and CT textural features at diagnosis in patients with locally advanced or metastatic ACCs. METHODS We enrolled 17 patients with advanced or metastatic ACC who underwent CT before and after EDP-M therapy. The response to treatment was evaluated according to RECIST 1.1, Choi, and volumetric criteria. Based on the aforementioned criteria, the patients were classified as responders and not responders. Textural features were extracted from the biggest lesion in contrast-enhanced CT images with LifeX software. ROC curves were drawn for the variables that were significantly different (p < 0.05) between the two groups. RESULTS Long-run high grey level emphasis (LRHGLE_GLRLM) and histogram kurtosis were significantly different between responder and not responder groups (p = 0.04) and the multivariate ROC curve combining the two features showed a very good AUC (0.900; 95%IC: 0.724-1.000) in discriminating responders from not responders. More heterogeneous tissue texture of initial staging CT in locally advanced or metastatic ACC could predict the positive response to EDP-M treatment. CONCLUSIONS Adrenal texture is able to predict the response to EDP-M therapy in patients with advanced ACC.
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Affiliation(s)
- Filippo Crimì
- Department of Medicine-DIMED, University of Padova, Padova, Italy
- Institute of Radiology, University-Hospital of Padova, Padova, Italy
| | - Francesca Turatto
- Department of Medicine-DIMED, University of Padova, Padova, Italy
- Institute of Radiology, University-Hospital of Padova, Padova, Italy
| | - Carlo D'Alessandro
- Department of Medicine-DIMED, University of Padova, Padova, Italy
- Institute of Radiology, University-Hospital of Padova, Padova, Italy
| | - Giovanni Sussan
- Department of Medicine-DIMED, University of Padova, Padova, Italy
- Institute of Radiology, University-Hospital of Padova, Padova, Italy
| | - Maurizio Iacobone
- Endocrine Surgery Unit, Department of Surgery, Oncology, and Gastroenterology, University of Padova, Padova, 35128, Italy
| | - Francesca Torresan
- Endocrine Surgery Unit, Department of Surgery, Oncology, and Gastroenterology, University of Padova, Padova, 35128, Italy
| | - Irene Tizianel
- Department of Medicine-DIMED, University of Padova, Padova, Italy
- Endocrinology Unit, Department of Medicine-DIMED, University of Padova, Via Ospedale Civile, Padova, 105 - 35128, Italy
| | - Cristina Campi
- Department of Mathematics, University of Genoa, Genoa, Italy
- Life Science Computational Laboratory, Istituto di Ricovero e Cura a Carattere Scientifico Ospedale Policlinico San Martino, Genoa, Italy
| | - Emilio Quaia
- Department of Medicine-DIMED, University of Padova, Padova, Italy
- Institute of Radiology, University-Hospital of Padova, Padova, Italy
| | - Mario Caccese
- Department of Oncology, Oncology 1, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Filippo Ceccato
- Department of Medicine-DIMED, University of Padova, Padova, Italy.
- Endocrinology Unit, Department of Medicine-DIMED, University of Padova, Via Ospedale Civile, Padova, 105 - 35128, Italy.
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Berruti A, Terzolo M, Filetti S. Eighth International Adrenal Cancer Symposium Brescia, Italy, September 30 to October 1-2, 2021. Endocrine 2022; 77:409-410. [PMID: 35867326 PMCID: PMC9305057 DOI: 10.1007/s12020-022-03147-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Alfredo Berruti
- Department of Medical and Surgical Specialties Radiological Sciences, and Public Health, Medical Oncology, University of Brescia at ASST Spedali Civili, Brescia, Italy.
- Department of Clinical and Biological Sciences, Internal Medicine, San Luigi Gonzaga Hospital, University of Turin, Orbassano, Italy.
- School of Health, Unitelma Sapienza University of Rome, Rome, Italy.
| | - Massimo Terzolo
- Department of Medical and Surgical Specialties Radiological Sciences, and Public Health, Medical Oncology, University of Brescia at ASST Spedali Civili, Brescia, Italy
- Department of Clinical and Biological Sciences, Internal Medicine, San Luigi Gonzaga Hospital, University of Turin, Orbassano, Italy
- School of Health, Unitelma Sapienza University of Rome, Rome, Italy
| | - Sebastiano Filetti
- Department of Medical and Surgical Specialties Radiological Sciences, and Public Health, Medical Oncology, University of Brescia at ASST Spedali Civili, Brescia, Italy
- Department of Clinical and Biological Sciences, Internal Medicine, San Luigi Gonzaga Hospital, University of Turin, Orbassano, Italy
- School of Health, Unitelma Sapienza University of Rome, Rome, Italy
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Faron M, Lamartina L, Hescot S, Moog S, Deschamps F, Roux C, Libe R, Durand-Labrunie J, Al Ghuzlan A, Hadoux J, Baudin E. New endpoints in adrenocortical carcinoma studies: a mini review. Endocrine 2022; 77:419-424. [PMID: 35869971 DOI: 10.1007/s12020-022-03128-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 06/25/2022] [Indexed: 11/29/2022]
Abstract
PURPOSE Adrenocortical carcinoma (ACC) is a very rare and aggressive malignant disease. Therefore, overall survival (OS) has long been considered as the best endpoint. Yet, a unique endpoint is not optimal to take into account the heterogeneity in tumor profile and the diversification of therapeutic option. The purpose of this mini review was to describe endpoints used in the past, present and future in the field of ACC. METHODS Pubmed and Clinicaltrial.gov were used to identify relevant studies. RESULTS Before year 2000 only three endpoints were regularly used: OS, recurrence-free survival (RFS) and response rate. These endpoints were used because ACC was seen as a homogeneous diseases with a high recurrence rate and low rate of long-term survival. Since 2000; along with the apparition of new class of drug, progression-free survival (PFS) has been more and more used. Other endpoints as "time to chemotherapy" or "Progression-free survival 2" were used to evaluate multimodal therapies or treatment with a delayed action. Finally, there is a hope that in the near future, quality of life along with other patient-reported outcomes may be used more frequently. CONCLUSION While OS and PFS are currently the most used endpoints in ACC, new endpoints are needed to better take into account the challenges offered by different situations and treatment strategies.
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Affiliation(s)
- Matthieu Faron
- Department de Chirurgie Oncologique, Gustave Roussy Cancer Campus, Villejuif, France.
- INSERM 1018, Equipe Oncostat, Université Paris Saclay, Gif-sur-Yvette, France.
| | - Livia Lamartina
- Service d'oncologie Endocrinienne, Département d'imagerie, Gustave Roussy, Villejuif, France
| | - Segolene Hescot
- Service de Médecine Nucléaire, Institute Curie, Saint-Cloud, France
| | - Sophie Moog
- Service d'oncologie Endocrinienne, Département d'imagerie, Gustave Roussy, Villejuif, France
| | - Frederic Deschamps
- Service de Radiologie Interventionelle, Gustave Roussy Cancer Campus, Villejuif, France
| | - Charles Roux
- Service de Radiologie Interventionelle, Gustave Roussy Cancer Campus, Villejuif, France
| | - Rosella Libe
- Coordinator of the INCA-COMETE Network, Gustave Roussy Cancer Campus, Villejuif, France
- Service d'Endocrinologie, Cochin Hospital, Paris, France
| | | | - Abir Al Ghuzlan
- Service d'anatomopathologie, Gustave Roussy Cancer Campus, Villejuif, France
| | - Julien Hadoux
- Service d'oncologie Endocrinienne, Département d'imagerie, Gustave Roussy, Villejuif, France
| | - Eric Baudin
- Service d'oncologie Endocrinienne, Département d'imagerie, Gustave Roussy, Villejuif, France
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Cremaschi V, Abate A, Cosentini D, Grisanti S, Rossini E, Laganà M, Tamburello M, Turla A, Sigala S, Berruti A. Advances in adrenocortical carcinoma pharmacotherapy: what is the current state of the art? Expert Opin Pharmacother 2022; 23:1413-1424. [PMID: 35876101 DOI: 10.1080/14656566.2022.2106128] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
INTRODUCTION Surgery, followed or not by adjuvant mitotane, is the current mainstay of therapy for patients with early-stage adrenocortical carcinoma (ACC). Mitotane, either alone or in association with EDP (Etoposide-Doxorubicin-Cisplatin) combination chemotherapy, is the standard approach for patients with metastatic ACC. AREAS COVERED The activity of newer cytotoxic drugs, radioligands, targeted therapies and immunotherapy, both in preclinical and in clinical studies, will be reviewed in this paper. EXPERT OPINION ADIUVO trial revealed that the administration of adjuvant mitotane is not advantageous in patients with good prognosis. Future strategies are to intensify efforts in adjuvant setting in patients with high risk of relapse. In patients with advanced/metastatic disease, modern targeted therapies have shown significant cytotoxicity in preclinical studies, however, studies in ACC patients reported disappointing results so far. The absence of targeted agents specifically inhibiting the major molecular pathways of ACC growth is the main cause of the failure of these drugs. Since ACC is often antigenic but poorly immunogenic, the results of immunotherapy trials appeared inferior to those achieved in the management of patients with other malignancies. Radioligand therapy may also be a promising approach. Combination of chemotherapy plus immunotherapy could be interesting to be tested in the future.
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Affiliation(s)
- Valentina Cremaschi
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Andrea Abate
- Section of Pharmacology, Department of Molecular and Translational Medicine, University of Brescia, Viale Europa 11, 25123, Brescia, Italy
| | - Deborah Cosentini
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Salvatore Grisanti
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Elisa Rossini
- Section of Pharmacology, Department of Molecular and Translational Medicine, University of Brescia, Viale Europa 11, 25123, Brescia, Italy
| | - Marta Laganà
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Mariangela Tamburello
- Section of Pharmacology, Department of Molecular and Translational Medicine, University of Brescia, Viale Europa 11, 25123, Brescia, Italy
| | - Antonella Turla
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Sandra Sigala
- Section of Pharmacology, Department of Molecular and Translational Medicine, University of Brescia, Viale Europa 11, 25123, Brescia, Italy
| | - Alfredo Berruti
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili, Piazzale Spedali Civili 1, 25123, Brescia, Italy
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Laganà M, Grisanti S, Ambrosini R, Cosentini D, Abate A, Zamparini M, Ferrari VD, Gianoncelli A, Turla A, Canu L, Terzolo M, Tiberio GAM, Sigala S, Berruti A. Phase II study of cabazitaxel as second-third line treatment in patients with metastatic adrenocortical carcinoma. ESMO Open 2022; 7:100422. [PMID: 35272132 PMCID: PMC9058897 DOI: 10.1016/j.esmoop.2022.100422] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Revised: 01/21/2022] [Accepted: 02/02/2022] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Adrenocortical carcinoma (ACC) is a rare and aggressive malignancy with a poor prognosis. No efficacious treatment options are currently available for patients with advanced metastatic disease with disease progression to standard etoposide, doxorubicin, cisplatin and mitotane (EDP-M) therapy. We assessed the activity and tolerability of cabazitaxel as a second/third-line approach in metastatic ACC. PATIENTS AND METHODS Patients included in this single-center, phase II study (ClinicalTrials.gov identifier NCT03257891) had disease progression to a cisplatin-containing regimen (such as EDP) plus mitotane, plus/minus a further chemotherapy line. Cabazitaxel was administered intravenously at 25 mg/m2 on day 1 of a 21-day cycle, for a maximum of six cycles. The primary endpoint was a disease control rate after 4 months. RESULTS From March 2018 to September 2019, 25 eligible patients were enrolled. A disease control rate after 4 months was obtained in six patients (24%). No patients attained a disease response according to RECIST 1.1, 9 patients (36%) had stable disease and 16 patients (64%) progressive disease. Median progression-free survival and overall survival were 1.5 months (range 0.3-7 months) and 6 months (range 1-22.2 months), respectively. Cabazitaxel therapy was well tolerated and only three (12%) patients developed grade 3 toxicity which were nausea in one patient (4%) and anemia in two patients (8%). CONCLUSIONS Cabazitaxel has a manageable toxicity profile but is poorly active as second/third-line treatment in advanced ACC patients. These results do not support further evaluation of cabazitaxel in this setting.
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Affiliation(s)
- M Laganà
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili, Brescia, Italy
| | - S Grisanti
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili, Brescia, Italy
| | - R Ambrosini
- Radiology Unit, ASST Spedali Civili, Brescia, Italy
| | - D Cosentini
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili, Brescia, Italy
| | - A Abate
- Section of Pharmacology, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - M Zamparini
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili, Brescia, Italy
| | - V D Ferrari
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili, Brescia, Italy
| | - A Gianoncelli
- Section of Pharmacology, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - A Turla
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili, Brescia, Italy
| | - L Canu
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, Florence, Italy
| | - M Terzolo
- Internal Medicine, Department of Clinical and Biological Sciences, San Luigi Hospital, University of Turin, Orbassano, Turin, Italy
| | - G A M Tiberio
- Surgical Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili di Brescia, Brescia, Italy
| | - S Sigala
- Section of Pharmacology, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - A Berruti
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili, Brescia, Italy.
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Grisanti S, Cosentini D, Laganà M, Turla A, Berruti A. Different management of adrenocortical carcinoma in children compared to adults: is it time to share guidelines? Endocrine 2021; 74:475-477. [PMID: 34559356 PMCID: PMC8571231 DOI: 10.1007/s12020-021-02874-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 09/09/2021] [Indexed: 11/24/2022]
Abstract
Pediatric and adult adrenocortical carcinomas differ in many respects but treatment is often similar in both age groups. The Journal of Clinical Oncology recently published the results of a risk-stratified single-arm interventional trial conducted by the Children's Oncology Group in which 77 patients were treated in three different interventional cohorts. In this Point of View paper we comment on the treatment strategies adopted within the ARAR0332 trial in terms of surgery approach, duration of adjuvant therapies, and palliative chemotherapy. We focus on the differences in the treatment of pediatric ACC patients compared to the ESE/ENSAT and ESMO guidelines released in 2018 for adult patients. For example, patients in stratum 3 and 4 received 8 (instead of 6) cycles of EDP chemotherapy but 8 months (instead of 24) of mitotane adjuvant therapy. Bearing clearly in the mind that pediatric and adult ACC patients represent different settings, we wonder whether there could be some areas of intervention overlapping to constitute a continuum of disease across ages. Thus, pediatric and adult cohoperative groups should be encouraged to collaborate in order to reach common guidelines for the treatment of such a rare disease.
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Affiliation(s)
- Salvatore Grisanti
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia at ASST Spedali Civili, Brescia, Italy
| | - Deborah Cosentini
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia at ASST Spedali Civili, Brescia, Italy
| | - Marta Laganà
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia at ASST Spedali Civili, Brescia, Italy
| | - Antonella Turla
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia at ASST Spedali Civili, Brescia, Italy
| | - Alfredo Berruti
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia at ASST Spedali Civili, Brescia, Italy.
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Berruti A, Tiberio GAM, Sigala S. Adrenocortical Carcinoma. Cancers (Basel) 2021; 13:1077. [PMID: 33802418 PMCID: PMC7959308 DOI: 10.3390/cancers13051077] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 02/25/2021] [Indexed: 12/28/2022] Open
Abstract
Adrenocortical carcinoma (ACC) is an extremely rare disease, the incidence of which is 0 [...].
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Affiliation(s)
- Alfredo Berruti
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, ASST Spedali Civili of Brescia, 25123 Brescia, Italy;
| | - Guido Alberto Massimo Tiberio
- Surgical Unit, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, ASST Spedali Civili of Brescia, 25123 Brescia, Italy;
| | - Sandra Sigala
- Department of Molecular & Translational Medicine, Section of Pharmacology, University of Brescia, 25123 Brescia, Italy
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Grisanti S, Cosentini D, Laganà M, Volta AD, Palumbo C, Massimo Tiberio GA, Sigala S, Berruti A. The long and winding road to effective immunotherapy in patients with adrenocortical carcinoma. Future Oncol 2020; 16:3017-3020. [PMID: 32857613 DOI: 10.2217/fon-2020-0686] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Accepted: 08/04/2020] [Indexed: 12/16/2022] Open
Affiliation(s)
- Salvatore Grisanti
- Medical Oncology Unit, Department of Medical & Surgical Specialties, Radiological Sciences & Public Health, University of Brescia, ASST Spedali Civili of Brescia, Brescia, 25123, Italy
| | - Deborah Cosentini
- Medical Oncology Unit, Department of Medical & Surgical Specialties, Radiological Sciences & Public Health, University of Brescia, ASST Spedali Civili of Brescia, Brescia, 25123, Italy
| | - Marta Laganà
- Medical Oncology Unit, Department of Medical & Surgical Specialties, Radiological Sciences & Public Health, University of Brescia, ASST Spedali Civili of Brescia, Brescia, 25123, Italy
| | - Alberto Dalla Volta
- Medical Oncology Unit, Department of Medical & Surgical Specialties, Radiological Sciences & Public Health, University of Brescia, ASST Spedali Civili of Brescia, Brescia, 25123, Italy
| | - Carlotta Palumbo
- Urology Unit, Department of Medical & Surgical Specialties, Radiological Sciences & Public Health, University of Brescia, ASST Spedali Civili of Brescia, Brescia, 25123, Italy
| | - Guido Alberto Massimo Tiberio
- Surgical Unit, Department of Medical & Surgical Specialties, Radiological Sciences & Public Health, University of Brescia, ASST Spedali Civili of Brescia, Brescia, 25123, Italy
| | - Sandra Sigala
- Department of Molecular & Translational Medicine, Section of Pharmacology, University of Brescia, Brescia, 25123, Italy
| | - Alfredo Berruti
- Medical Oncology Unit, Department of Medical & Surgical Specialties, Radiological Sciences & Public Health, University of Brescia, ASST Spedali Civili of Brescia, Brescia, 25123, Italy
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