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Koivuholma A, Sistonen HJ, Aro K, Mäkitie A, Hagström J, Atula T. A pilot study comparing three-dimensional models of tumor histopathology and magnetic resonance imaging. Sci Rep 2025; 15:1888. [PMID: 39805951 PMCID: PMC11730584 DOI: 10.1038/s41598-025-85478-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 01/03/2025] [Indexed: 01/16/2025] Open
Abstract
Three-dimensional (3D) modeling is often used to provide better visual understanding. This has become an everyday tool especially in medical imaging. However, modeling soft tissue histopathology in 3D is in its early stages, thus making 3D comparison between radiology and histopathology difficult. Here, we sought to create a model that combines a model based on histopathological tumor borders and a model reformatted from magnetic resonance image (MRI). The 3D models were constructed from an oral squamous cell carcinoma (OSCC) resection specimen and a preoperative MRI scan. Potential challenges were identified, and respective solutions proposed. The 3D model based on histopathological tumor borders was constructed by a method that uses a 3D table scanner and modeling software. The 3D MRI model was constructed using 3D Slicer software. The two models were fitted together by anatomical landmarks in each model. We compared the volume and dimensions between the two 3D models. As a result, we created an image fusion that presents the soft-tissue resection specimen, its histopathological findings, and the MRI findings combined in a digital 3D form. Presenting these two 3D models within the resection specimen can serve as a tool to improve the multidisciplinary discussion of patient management. To create these models, only a few additional steps to a normal protocol are required.
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Affiliation(s)
- Anne Koivuholma
- Department of Otorhinolaryngology - Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, P.O. Box 263, 00029, Helsinki, Finland.
- Department of Pathology, HUSLAB, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.
| | - Heli J Sistonen
- Department of Radiology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Katri Aro
- Department of Otorhinolaryngology - Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, P.O. Box 263, 00029, Helsinki, Finland
| | - Antti Mäkitie
- Department of Otorhinolaryngology - Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, P.O. Box 263, 00029, Helsinki, Finland
- Division of Ear, Nose and Throat Diseases, Department of Clinical Sciences, Intervention and Technology, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Jaana Hagström
- Department of Pathology, HUSLAB, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
- Department of Oral Pathology and Radiology, Institute of Dentistry, University of Turku, Turku, Finland
| | - Timo Atula
- Department of Otorhinolaryngology - Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, P.O. Box 263, 00029, Helsinki, Finland
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Rampinelli V, Mattavelli D, Borsetto D, Kennedy R, Ferrari M, Savardi M, Deganello A, Nicolai P, Doglietto F, Piazza C, Signoroni A. 3D Scanning of Surgical Specimens to Improve Communication Between Surgeon and Pathologist: A Head and Neck Pilot Study. Cancers (Basel) 2024; 17:14. [PMID: 39796645 PMCID: PMC11718930 DOI: 10.3390/cancers17010014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Revised: 12/18/2024] [Accepted: 12/20/2024] [Indexed: 01/13/2025] Open
Abstract
Background/Objectives Successful surgical outcomes in head and neck cancer depend on the accurate identification of resection margins. Effective communication between surgeons and pathologists is critical, but is often jeopardised by challenges in sampling and orienting anatomically complex specimens. This pilot study aims to evaluate the use of 3D scanning of surgical specimens as a tool to improve communication and optimise the pathology sampling process. Methods Two structured light 3D scanners, Cronos Dual and Optor Lab, were used to acquire 3D models of anatomical specimens in both preclinical (cadaver specimens) and clinical contexts (fresh surgical specimens). Surgical margins and critical points were annotated on the digital models. Acquisition quality, operating times and subjective feedback from surgeons and pathologists were evaluated. Results The Optor Lab scanner demonstrated superior image quality, shorter processing times and a more user-friendly interface than the Cronos Dual. Key challenges identified included specimen geometry, surface reflectivity and tissue stability. Feedback from both surgeons and pathologists was positive, highlighting the potential of 3D models to improve the surgical-pathology workflow. Conclusions 3D scanning of surgical specimens provides accurate, detailed digital models that can significantly enhance communication between surgeons and pathologists. This technology shows promise in improving pathological staging and clinical decision making, with further studies required to validate its integration into routine practice.
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Affiliation(s)
| | - Davide Mattavelli
- Unit of Otolaryngology, DSMC, University of Brescia, 25123 Brescia, Italy
| | - Daniele Borsetto
- Department of ENT, Addenbrooke’s Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge CB2 0SZ, UK
| | - Robert Kennedy
- Department of Histopathology, Addenbrooke’s Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge CB2 0QQ, UK
| | - Marco Ferrari
- Section of Otorhinolaryngology, Department of Neurosciences, University of Padova, 35121 Padova, Italy
| | - Mattia Savardi
- Department of Medical and Surgical Specialities, Radiological Sciences and Public Health (DSMC), University of Brescia, 25123 Brescia, Italy
| | - Alberto Deganello
- Otolaryngology Head and Neck Surgery, IRCCS National Cancer Institute (INT), University of Milano, 20133 Milano, Italy
| | - Piero Nicolai
- Section of Otorhinolaryngology, Department of Neurosciences, University of Padova, 35121 Padova, Italy
| | - Francesco Doglietto
- Neurosurgery Unit, Fondazione Policlinico Agostino Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Roma, Italy
| | - Cesare Piazza
- Unit of Otolaryngology, DSMC, University of Brescia, 25123 Brescia, Italy
| | - Alberto Signoroni
- Department of Medical and Surgical Specialities, Radiological Sciences and Public Health (DSMC), University of Brescia, 25123 Brescia, Italy
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Asarkar AA, Chang BA, de Bree R, Kowalski LP, Guntinas-Lichius O, Bradley PJ, de Graaf P, Strojan P, Rao KN, Mäkitie AA, López F, Rinaldo A, Palme C, Genden EM, Sanabria A, Rodrigo JP, Ferlito A. Primary Management of Operable Locally Advanced Oral Cavity Squamous Cell Carcinoma: Current Concepts and Strategies. Adv Ther 2024; 41:2133-2150. [PMID: 38642199 DOI: 10.1007/s12325-024-02861-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 03/25/2024] [Indexed: 04/22/2024]
Abstract
INTRODUCTION Locally advanced oral cavity carcinoma (LAOCSCC) is primarily treated with surgery followed by radiotherapy with or without chemotherapy. METHODS A review of literature using PubMED was performed for studies reporting the management of LAOCSCC. Based on the reviewed literature and opinions of experts in the field, recommendations were made. RESULTS Studies have shown that outcomes following resection of T4a and infranotch (inferior to mandibular notch) T4b are comparable. We discuss the concept of compartmental resection of LAOCSCC and issues concerning the management of the neck. Further, patients who refuse or are unable to undergo surgery can be treated with chemoradiotherapy with uncertain outcomes. The role of neoadjuvant chemotherapy has shown promise for organ (mandibular) preservation in a select subset of patients. CONCLUSION The management strategy for LAOCSCC should be determined in a multidisciplinary setting with emphasis on tumor control, functional preservation, and quality of life of the patient.
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Affiliation(s)
- Ameya A Asarkar
- Department of Otolaryngology/Head and Neck Surgery, Louisiana Health Sciences Center, Shreveport, LA, 71103, USA.
| | - Brent A Chang
- Department of Otolaryngology/Head and Neck Surgery, Mayo Clinic Arizona, Phoenix, AZ, USA
| | - Remco de Bree
- Department of Head and Neck Surgical Oncology, UMC Utrecht Cancer Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Luiz P Kowalski
- Head and Neck Surgery Department, University of Sao Paulo Medical School, Sao Paulo, Brazil
- Department of Head and Neck Surgery and Otorhinolaryngology, A C Camargo Cancer Center, São Paulo, Brazil
| | - Orlando Guntinas-Lichius
- Department of Otorhinolaryngology, Institute of Phoniatry/Pedaudiology, Jena University Hospital, Jena, Germany
| | - Patrick J Bradley
- Department of ORLHNS, Queens Medical Centre Campus, Nottingham University Hospitals, Derby Road, Nottingham, NG7 2UH, UK
| | - Pim de Graaf
- Amsterdam UMC Location Vrije Universiteit, Radiology and Nuclear Medicine, de Boelelaan 1117, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Primož Strojan
- Department of Radiation Oncology, Institute of Oncology, 1000, Ljubljana, Slovenia
| | - Karthik N Rao
- Department of Head and Neck Oncology, Sri Shankara Cancer Hospital and Research Center, Bangalore, India
| | - Antti A Mäkitie
- Department of Otorhinolaryngology, Head and Neck Surgery, Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Fernando López
- ENT and Head and Neck Department, Hospital Universitario Central de Asturias, Oviedo, Spain
| | | | - Carsten Palme
- Sydney Head and Neck Cancer Institute, Chris O'Brien Lifehouse, Sydney, NSW, Australia
- Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Eric M Genden
- Department of Otolaryngology-Head and Neck Surgery, Mount Sinai Medical Center, New York, NY, 10029, USA
| | - Alvaro Sanabria
- Department of Surgery, School of Medicine, Centro de Excelencia en Cirugia de Cabeza y Cuello-CEXCA, Universidad de Antioquia, Medellin, Colombia
| | - Juan P Rodrigo
- Department of Otolaryngology, Hospital Universitario Central de Asturias, IUOPA, University of Oviedo, CIBERONC, 33011, Oviedo, Spain
| | - Alfio Ferlito
- Coordinator of the International Head and Neck Scientific Group, 35030, Padua, Italy
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Chen Y, Zhong NN, Cao LM, Liu B, Bu LL. Surgical margins in head and neck squamous cell carcinoma: A narrative review. Int J Surg 2024; 110:3680-3700. [PMID: 38935830 PMCID: PMC11175762 DOI: 10.1097/js9.0000000000001306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Accepted: 02/26/2024] [Indexed: 06/29/2024]
Abstract
Head and neck squamous cell carcinoma (HNSCC), a prevalent and frequently recurring malignancy, often necessitates surgical intervention. The surgical margin (SM) plays a pivotal role in determining the postoperative treatment strategy and prognostic evaluation of HNSCC. Nonetheless, the process of clinical appraisal and assessment of the SMs remains a complex and indeterminate endeavor, thereby leading to potential difficulties for surgeons in defining the extent of resection. In this regard, we undertake a comprehensive review of the suggested surgical distance in varying circumstances, diverse methods of margin evaluation, and the delicate balance that must be maintained between tissue resection and preservation in head and neck surgical procedures. This review is intended to provide surgeons with pragmatic guidance in selecting the most suitable resection techniques, and in improving patients' quality of life by achieving optimal functional and aesthetic restoration.
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Affiliation(s)
- Yang Chen
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology
| | - Nian-Nian Zhong
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology
| | - Lei-Ming Cao
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology
| | - Bing Liu
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology
- Department of Oral & Maxillofacial – Head Neck Oncology, School & Hospital of Stomatology, Wuhan University, Wuhan, People’s Republic of China
| | - Lin-Lin Bu
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology
- Department of Oral & Maxillofacial – Head Neck Oncology, School & Hospital of Stomatology, Wuhan University, Wuhan, People’s Republic of China
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de Koning KJ, Dankbaar JW, de Keizer B, Willemsen K, van der Toorn A, Breimer GE, van Es RJJ, de Bree R, Noorlag R, Philippens MEP. Feasibility of an MR-based digital specimen for tongue cancer resection specimens: a novel approach for margin evaluation. Front Oncol 2024; 14:1342857. [PMID: 38606095 PMCID: PMC11007136 DOI: 10.3389/fonc.2024.1342857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 03/15/2024] [Indexed: 04/13/2024] Open
Abstract
Objective This study explores the feasibility of ex-vivo high-field magnetic resonance (MR) imaging to create digital a three-dimensional (3D) representations of tongue cancer specimens, referred to as the "MR-based digital specimen" (MR-DS). The aim was to create a method to assist surgeons in identifying and localizing inadequate resection margins during surgery, a critical factor in achieving locoregional control. Methods Fresh resection specimens of nine tongue cancer patients were imaged in a 7 Tesla small-bore MR, using a high-resolution multislice and 3D T2-weighted Turbo Spin Echo. Two independent radiologists (R1 and R2) outlined the tumor and mucosa on the MR-images whereafter the outlines were configured to an MR-DS. A color map was projected on the MR-DS, mapping the inadequate margins according to R1 and R2. We compared the hematoxylin-eosin-based digital specimen (HE-DS), which is a histopathological 3D representation derived from HE stained sections, with its corresponding MR-images. In line with conventional histopathological assessment, all digital specimens were divided into five anatomical regions (anterior, posterior, craniomedial, caudolateral and deep central). Over- and underestimation 95th-percentile Hausdorff-distances were calculated between the radiologist- and histopathologist-determined tumor outlines. The MR-DS' diagnostic accuracy for inadequate margin detection (i.e. sensitivity and specificity) was determined in two ways: with conventional histopathology and HE-DS as reference. Results Using conventional histopathology as a reference, R1 achieved 77% sensitivity and 50% specificity, while R2 achieved 65% sensitivity and 57% specificity. When referencing to the HE-DS, R1 achieved 94% sensitivity and 61% specificity, while R2 achieved 88% sensitivity and 71% specificity. Range of over- and underestimation 95HD was 0.9 mm - 11.8 mm and 0.0 mm - 5.3 mm, respectively. Conclusion This proof of concept for volumetric assessment of resection margins using MR-DSs, demonstrates promising potential for further development. Overall, sensitivity is higher than specificity for inadequate margin detection, because of the radiologist's tendency to overestimate tumor size.
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Affiliation(s)
- Klijs Jacob de Koning
- Department of Head and Neck Surgical Oncology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Jan Willem Dankbaar
- Department of Radiology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Bart de Keizer
- Department of Radiology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Koen Willemsen
- 3D Lab, University Medical Center Utrecht, Utrecht, Netherlands
| | - Annette van der Toorn
- Translational Neuroimaging Group, Center for Image Sciences, University Medical Center Utrecht & Utrecht University, Utrecht, Netherlands
| | - Gerben Eise Breimer
- Department of Pathology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Robert Jelle Johan van Es
- Department of Head and Neck Surgical Oncology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Remco de Bree
- Department of Head and Neck Surgical Oncology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Rob Noorlag
- Department of Head and Neck Surgical Oncology, University Medical Center Utrecht, Utrecht, Netherlands
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Adriaansens CMEM, de Koning KJ, de Bree R, Breimer GE, van Es RJJ, Noorlag R. Reply to Letter to the Editor: "Ultrasound-guided resection for squamous cell carcinoma of the buccal mucosa: A feasibility study". Head Neck 2023; 45:2480-2482. [PMID: 37417748 DOI: 10.1002/hed.27444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 06/16/2023] [Indexed: 07/08/2023] Open
Affiliation(s)
- Carleen M E M Adriaansens
- Department of Head and Neck Surgical Oncology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Klijs J de Koning
- Department of Head and Neck Surgical Oncology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Remco de Bree
- Department of Head and Neck Surgical Oncology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Gerben E Breimer
- Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Robert J J van Es
- Department of Head and Neck Surgical Oncology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Rob Noorlag
- Department of Head and Neck Surgical Oncology, University Medical Center Utrecht, Utrecht, The Netherlands
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Carnicelli G, Disconzi L, Cerasuolo M, Casiraghi E, Costa G, De Virgilio A, Esposito AA, Ferreli F, Fici F, Lo Casto A, Marra S, Malvezzi L, Mercante G, Spriano G, Torzilli G, Francone M, Balzarini L, Giannitto C. Image-Guided Intraoperative Assessment of Surgical Margins in Oral Cavity Squamous Cell Cancer: A Diagnostic Test Accuracy Review. Diagnostics (Basel) 2023; 13:1846. [PMID: 37296701 PMCID: PMC10252470 DOI: 10.3390/diagnostics13111846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Revised: 05/12/2023] [Accepted: 05/21/2023] [Indexed: 06/12/2023] Open
Abstract
(1) Background: The assessment of resection margins during surgery of oral cavity squamous cell cancer (OCSCC) dramatically impacts the prognosis of the patient as well as the need for adjuvant treatment in the future. Currently there is an unmet need to improve OCSCC surgical margins which appear to be involved in around 45% cases. Intraoperative imaging techniques, magnetic resonance imaging (MRI) and intraoral ultrasound (ioUS), have emerged as promising tools in guiding surgical resection, although the number of studies available on this subject is still low. The aim of this diagnostic test accuracy (DTA) review is to investigate the accuracy of intraoperative imaging in the assessment of OCSCC margins. (2) Methods: By using the Cochrane-supported platform Review Manager version 5.4, a systematic search was performed on the online databases MEDLINE-EMBASE-CENTRAL using the keywords "oral cavity cancer, squamous cell carcinoma, tongue cancer, surgical margins, magnetic resonance imaging, intraoperative, intra-oral ultrasound". (3) Results: Ten papers were identified for full-text analysis. The negative predictive value (cutoff < 5 mm) for ioUS ranged from 0.55 to 0.91, that of MRI ranged from 0.5 to 0.91; accuracy analysis performed on four selected studies showed a sensitivity ranging from 0.07 to 0.75 and specificity ranging from 0.81 to 1. Image guidance allowed for a mean improvement in free margin resection of 35%. (4) Conclusions: IoUS shows comparable accuracy to that of ex vivo MRI for the assessment of close and involved surgical margins, and should be preferred as the more affordable and reproducible technique. Both techniques showed higher diagnostic yield if applied to early OCSCC (T1-T2 stages), and when histology is favorable.
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Affiliation(s)
- Giorgia Carnicelli
- Department of Diagnostic and Interventional Radiology, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Milan, Italy; (G.C.); (L.D.); (F.F.); (M.F.); (L.B.)
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (A.D.V.); (F.F.); (S.M.); (L.M.); (G.M.); (G.S.)
| | - Luca Disconzi
- Department of Diagnostic and Interventional Radiology, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Milan, Italy; (G.C.); (L.D.); (F.F.); (M.F.); (L.B.)
| | - Michele Cerasuolo
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Milan, Italy;
| | - Elena Casiraghi
- AnacletoLab, Department of Computer Science “Giovanni degli Antoni”, Università degli Studi di Milano, Via Celoria 18, 20133 Milan, Italy;
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 717 Potter Street, Berkeley, CA 94710, USA
| | - Guido Costa
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Milan, Italy;
| | - Armando De Virgilio
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (A.D.V.); (F.F.); (S.M.); (L.M.); (G.M.); (G.S.)
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Milan, Italy;
| | | | - Fabio Ferreli
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (A.D.V.); (F.F.); (S.M.); (L.M.); (G.M.); (G.S.)
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Milan, Italy;
| | - Federica Fici
- Department of Diagnostic and Interventional Radiology, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Milan, Italy; (G.C.); (L.D.); (F.F.); (M.F.); (L.B.)
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (A.D.V.); (F.F.); (S.M.); (L.M.); (G.M.); (G.S.)
| | - Antonio Lo Casto
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BIND), University Hospital of Palermo, 90127 Palermo, Italy;
| | - Silvia Marra
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (A.D.V.); (F.F.); (S.M.); (L.M.); (G.M.); (G.S.)
| | - Luca Malvezzi
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (A.D.V.); (F.F.); (S.M.); (L.M.); (G.M.); (G.S.)
| | - Giuseppe Mercante
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (A.D.V.); (F.F.); (S.M.); (L.M.); (G.M.); (G.S.)
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Milan, Italy;
| | - Giuseppe Spriano
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (A.D.V.); (F.F.); (S.M.); (L.M.); (G.M.); (G.S.)
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Milan, Italy;
| | - Guido Torzilli
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (A.D.V.); (F.F.); (S.M.); (L.M.); (G.M.); (G.S.)
| | - Marco Francone
- Department of Diagnostic and Interventional Radiology, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Milan, Italy; (G.C.); (L.D.); (F.F.); (M.F.); (L.B.)
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (A.D.V.); (F.F.); (S.M.); (L.M.); (G.M.); (G.S.)
| | - Luca Balzarini
- Department of Diagnostic and Interventional Radiology, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Milan, Italy; (G.C.); (L.D.); (F.F.); (M.F.); (L.B.)
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (A.D.V.); (F.F.); (S.M.); (L.M.); (G.M.); (G.S.)
| | - Caterina Giannitto
- Department of Diagnostic and Interventional Radiology, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Milan, Italy; (G.C.); (L.D.); (F.F.); (M.F.); (L.B.)
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20072 Milan, Italy; (A.D.V.); (F.F.); (S.M.); (L.M.); (G.M.); (G.S.)
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