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Osipowicz K, Turkowski P, Zdolińska-Malinowska I. Classification-Predictive Model Based on Artificial Neural Network Validated by Histopathology and Direct Immunofluorescence for the Diagnosis of Oral Lichen Planus. Diagnostics (Basel) 2024; 14:1525. [PMID: 39061662 PMCID: PMC11275376 DOI: 10.3390/diagnostics14141525] [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: 05/22/2024] [Revised: 06/28/2024] [Accepted: 07/04/2024] [Indexed: 07/28/2024] Open
Abstract
The diagnosis of oral lichen planus (OLP) poses many challenges due to its nonspecific clinical symptoms and histopathological features. Therefore, the diagnostic process should include a thorough clinical history, immunological tests, and histopathology. Our study aimed to enhance the diagnostic accuracy of OLP by integrating direct immunofluorescence (DIF) results with clinical data to develop a multivariate predictive model based on the Artificial Neural Network. Eighty patients were assessed using DIF for various markers (immunoglobulins of classes G, A, and M; complement 3; fibrinogen type 1 and 2) and clinical characteristics such as age, gender, and lesion location. Statistical analysis was performed using machine learning techniques in Statistica 13. The following variables were assessed: gender, age on the day of lesion onset, results of direct immunofluorescence, location of white patches, locations of erosions, treatment history, medications and dietary supplement intake, dental status, smoking status, flossing, and using mouthwash. Four statistically significant variables were selected for machine learning after the initial assessment. The final predictive model, based on neural networks, achieved 85% in the testing sample and 71% accuracy in the validation sample. Significant predictors included stress at onset, white patches under the tongue, and erosions on the mandibular gingiva. In conclusion, while the model shows promise, larger datasets and more comprehensive variables are needed to improve diagnostic accuracy for OLP, highlighting the need for further research and collaborative data collection efforts.
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Affiliation(s)
- Katarzyna Osipowicz
- Department of Immunodermatology, Medical University of Warsaw, Koszykowa 82a, 02-008 Warsaw, Poland
- Faculty of Health Science, Calisia University, Nowy Świat 4, 62-800 Kalisz, Poland
- OT.CO Zdrowie Sp. z o.o., Bartycka 24B/U1, 00-716 Warsaw, Poland
| | - Piotr Turkowski
- Faculty of Health Science, Calisia University, Nowy Świat 4, 62-800 Kalisz, Poland
- OT.CO Zdrowie Sp. z o.o., Bartycka 24B/U1, 00-716 Warsaw, Poland
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Tavelli L, Yu N, Mancini L, Barootchi S. Keratinized mucosa width assessment at implant sites using high-frequency ultrasonography. J Periodontol 2023; 94:956-966. [PMID: 36800257 DOI: 10.1002/jper.23-0014] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 02/05/2023] [Accepted: 02/06/2023] [Indexed: 02/18/2023]
Abstract
BACKGROUND The aim of this study was to describe the application of high-frequency ultrasonography (HFUS) for assessing keratinized mucosa (KM) width at implant sites. METHODS KM width was measured at 28 implant sites exhibiting a peri-implant soft tissue dehiscence at baseline and 12 months after soft tissue augmentation. KM width assessment was performed with a periodontal probe [clinical assessment (clKM)] and with HFUS, based on the echointensity of the keratinized epithelium compared to the adjacent structures. KM width measurements on ultrasound scans were performed linearly (lnKM) and along the soft tissue profile [surface distance (sdKM)]. RESULTS No statistically significant differences were observed between clKM, lnKM, and sdKM at baseline, while at 12 months, sdKM (5.313 ± 1.188 mm) was significantly higher than clKM (3.98 ± 1.25 mm) and lnKM (4.068 ± 1.197 mm) (P < 0.001 for both comparisons). A linear relationship between mucosal thickness (MT) and the difference between sdKM and lnKM was observed. In 95.2% of cases with MT > 2.51 mm, the discrepancy between sdKM and lnKM was at least 1 mm. CONCLUSIONS HFUS is a noninvasive and valuable tool for measure KM width at implant site. Evaluating KM width along the soft tissue profile as a surface distance may improve the accuracy of the assessment.
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Affiliation(s)
- Lorenzo Tavelli
- Department of Oral Medicine, Infection, and Immunity, Division of Periodontology, Harvard School of Dental Medicine, Boston, Massachusetts, USA
- Department of Periodontics & Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan, USA
- Center for clinical Research and evidence synthesis In oral TissuE RegeneratION (CRITERION), Boston, USA
| | - Ning Yu
- Department of Oral Medicine, Infection, and Immunity, Division of Periodontology, Harvard School of Dental Medicine, Boston, Massachusetts, USA
- The Forsyth Institute, Cambridge, Massachusetts, USA
| | - Leonardo Mancini
- Department of Oral Medicine, Infection, and Immunity, Division of Periodontology, Harvard School of Dental Medicine, Boston, Massachusetts, USA
- Center for clinical Research and evidence synthesis In oral TissuE RegeneratION (CRITERION), Boston, USA
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Shayan Barootchi
- Department of Periodontics & Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan, USA
- Center for clinical Research and evidence synthesis In oral TissuE RegeneratION (CRITERION), Boston, USA
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Rodriguez Betancourt A, Samal A, Chan HL, Kripfgans OD. Overview of Ultrasound in Dentistry for Advancing Research Methodology and Patient Care Quality with Emphasis on Periodontal/Peri-implant Applications. Z Med Phys 2023; 33:336-386. [PMID: 36922293 PMCID: PMC10517409 DOI: 10.1016/j.zemedi.2023.01.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 12/20/2022] [Accepted: 01/11/2023] [Indexed: 03/14/2023]
Abstract
BACKGROUND Ultrasound is a non-invasive, cross-sectional imaging technique emerging in dentistry. It is an adjunct tool for diagnosing pathologies in the oral cavity that overcomes some limitations of current methodologies, including direct clinical examination, 2D radiographs, and cone beam computerized tomography. Increasing demand for soft tissue imaging has led to continuous improvements on transducer miniaturization and spatial resolution. The aims of this study are (1) to create a comprehensive overview of the current literature of ultrasonic imaging relating to dentistry, and (2) to provide a view onto investigations with immediate, intermediate, and long-term impact in periodontology and implantology. METHODS A rapid literature review was performed using two broad searches conducted in the PubMed database, yielding 576 and 757 citations, respectively. A rating was established within a citation software (EndNote) using a 5-star classification. The broad search with 757 citations allowed for high sensitivity whereas the subsequent rating added specificity. RESULTS A critical review of the clinical applications of ultrasound in dentistry was provided with a focus on applications in periodontology and implantology. The role of ultrasound as a developing dental diagnostic tool was reviewed. Specific uses such as soft and hard tissue imaging, longitudinal monitoring, as well as anatomic and physiological evaluation were discussed. CONCLUSIONS Future efforts should be directed towards the transition of ultrasonography from a research tool to a clinical tool. Moreover, a dedicated effort is needed to introduce ultrasonic imaging to dental education and the dental community to ultimately improve the quality of patient care.
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Affiliation(s)
| | - Ankita Samal
- Department of Radiology, Medical School, University of Michigan, Ann Arbor, MI, USA
| | - Hsun-Liang Chan
- Department of Periodontology and Oral Medicine, Dental School, University of Michigan, Ann Arbor, MI, USA
| | - Oliver D Kripfgans
- Department of Radiology, Medical School, University of Michigan, Ann Arbor, MI, USA
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4
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Reginelli A, Russo A, Berritto D, Patane V, Cantisani C, Grassi R. Ultra-High-Frequency Ultrasound: A Modern Diagnostic Technique for Studying Melanoma. ULTRASCHALL IN DER MEDIZIN (STUTTGART, GERMANY : 1980) 2023; 44:360-378. [PMID: 37068509 DOI: 10.1055/a-2028-6182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
The development of new ultra-high-frequency devices with a resolution of 30 μm makes it possible to use ultrasound in the study of new small anatomical units and to apply this tool to new fields of pathology. Cutaneous melanoma is a severe skin disease with an incidence of approximately 160 000 new cases each year and 48 000 deaths. In this paper, we evaluate the role of HFUS in the diagnosis of cutaneous melanoma, describe the sonographic appearance of skin layers in the pre-excision phase as well as of lesion features, and correlate the characteristics with pathological examination.
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Affiliation(s)
- Alfonso Reginelli
- Department of Precision Medicine, University of Campania, Luigi Vanvitelli School of Medicine and Surgery, Napoli, Italy
| | - Anna Russo
- Department of Radiology, University of Campania, Luigi Vanvitelli School of Medicine and Surgery, Napoli, Italy
| | - Daniela Berritto
- Department of Clinical and Experimental Medicine, Foggia University Hospital, Foggia, Italy
| | - Vittorio Patane
- Department of Precision Medicine, University of Campania, Luigi Vanvitelli School of Medicine and Surgery, Napoli, Italy
| | | | - Roberto Grassi
- Department of Precision Medicine, University of Campania, Luigi Vanvitelli School of Medicine and Surgery, Napoli, Italy
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Oranges T, Janowska A, Scatena C, Faita F, Lascio ND, Izzetti R, Fidanzi C, Romanelli M, Dini V. Ultra-High Frequency Ultrasound in Melanoma Management: A New Combined Ultrasonographic-Histopathological Approach. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2023; 42:99-108. [PMID: 36117417 DOI: 10.1002/jum.16096] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 08/10/2022] [Accepted: 08/21/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVES The main aim of this study is to evaluate the correspondence between the ultrasonographic thickness and the Breslow thickness in melanoma using ultra-high frequency ultrasound and the intra- and inter-operator repeatability in the ultrasonographic measurements of melanoma depth. Moreover, we propose a new protocol based on a combined ultrasonographic-histopathological approach. METHODS We analyzed 27 melanomas in a population consisted of 27 patients (mean age 57.6 years, 51.8% males), who came at the Department of Dermatology (University of Pisa, Pisa, Italy) from April 2016 to March 2018 and had an ultrasonographic examination of a suspected lesion before the surgical removal using ultra-high frequency ultrasound (Vevo®MD, Fujifilm, Visualsonics, Toronto, Canada; 70 MHz probe). B-mode images were analyzed by two skilled and blinded operators, and the maximum depth of the lesions was measured using a dedicated graphical user interface developed in Matlab R2016b (MathWorks Inc., Natick, MA), to obtain repetitive measurements. RESULTS All melanomas appeared as band-like or oval/fusiform shaped hypoechoic inhomogeneous lesions. We observed an excellent agreement between the Breslow thickness of melanomas and the ultrasonographic thickness, as well as a reduced intra- and inter-operator variability in the ultrasonographic measurements of melanoma depth. CONCLUSIONS We propose a ultrasonographic-histopathological protocol which may help clinicians to reduce the diagnostic delay, improve prognosis and survival rates, perform a surgical excision with negative margins, and reduce the variability in the assessment of Breslow thickness.
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Affiliation(s)
- Teresa Oranges
- Dermatology Unit, Department of Pediatrics, Meyer Children's Hospital, Florence, Italy
- Department of Dermatology, University of Pisa, Pisa, Italy
| | - Agata Janowska
- Department of Dermatology, University of Pisa, Pisa, Italy
| | - Cristian Scatena
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Francesco Faita
- Institute of Clinical Physiology, National Research Council, Pisa, Italy
| | - Nicole Di Lascio
- Institute of Clinical Physiology, National Research Council, Pisa, Italy
| | - Rossana Izzetti
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | | | | | - Valentina Dini
- Department of Dermatology, University of Pisa, Pisa, Italy
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Russo A, Reginelli A, Lacasella GV, Grassi E, Karaboue MAA, Quarto T, Busetto GM, Aliprandi A, Grassi R, Berritto D. Clinical Application of Ultra-High-Frequency Ultrasound. J Pers Med 2022; 12:jpm12101733. [PMID: 36294872 PMCID: PMC9605054 DOI: 10.3390/jpm12101733] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 09/26/2022] [Accepted: 09/27/2022] [Indexed: 11/16/2022] Open
Abstract
Musculoskeletal ultrasound involves the study of many superficial targets, especially in the hands, wrists, and feet. Many of these areas are within the first 3 cm of the skin surface and are ideal targets for ultra-high-frequency ultrasound. The high spatial resolution and the superb image quality achievable allow foreseeing a wider use of this novel technique, which has the potential to bring innovation to diagnostic imaging.
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Affiliation(s)
- Anna Russo
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy
| | - Alfonso Reginelli
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy
| | - Giorgia Viola Lacasella
- Department of Anatomical, Histological, Forensic and Orthopedic Sciences, Sapienza University of Rome, 00185 Rome, Italy
| | - Enrico Grassi
- Department of Orthopedics, University of Florence, 50121 Florence, Italy
| | | | - Tiziana Quarto
- Department of Law, University of Foggia, 71100 Foggia, Italy
| | - Gian Maria Busetto
- Department of Urology and Renal Transplantation, University of Foggia Policlinico Riuniti of Foggia, 71122 Foggia, Italy
| | - Alberto Aliprandi
- Department of Radiology, Istituti Clinici Zucchi, 20900 Monza, Italy
| | - Roberta Grassi
- Department of Precision Oncology, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy
- Italian Society of Medical and Interventional Radiology (SIRM), SIRM Foundation, 20122 Milano, Italy
| | - Daniela Berritto
- Department of Clinical and Experimental Medicine, University of Foggia, 71122 Foggia, Italy
- Correspondence:
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Fogante M, Carboni N, Argalia G. Clinical application of ultra-high frequency ultrasound: Discovering a new imaging frontier. JOURNAL OF CLINICAL ULTRASOUND : JCU 2022; 50:817-825. [PMID: 35730639 DOI: 10.1002/jcu.23255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 06/02/2022] [Accepted: 06/05/2022] [Indexed: 06/15/2023]
Abstract
The ultra-high frequency ultrasound (UHFUS) is characterized by the use of probes between 30 and 100 MHz. This technology has recently been introduced in clinical practice and represents an opportunity for the diagnosis of numerous pathologies. The high spatial resolution of UHFUS, up to 30 μ in pixel size, allows to study the pathological modifications and to guide microsurgery treatments in anatomical body structures not evaluable by conventional HFUS. The aim of this work is to provide a review of the literature on the current clinical applications of UHFUS and to discuss its added role in different clinical settings.
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Affiliation(s)
- Marco Fogante
- Department of Radiological Sciences, Azienda Ospedaliero-Universitaria "Ospedali Riuniti", Ancona, Italy
| | - Nicola Carboni
- Department of Radiological Sciences, Azienda Ospedaliero-Universitaria "Ospedali Riuniti", Ancona, Italy
| | - Giulio Argalia
- Department of Radiological Sciences, Azienda Ospedaliero-Universitaria "Ospedali Riuniti", Ancona, Italy
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Ricciardi R, Izzetti R, Romanelli M, Caramella D, Lucchi A, Benelli G. Echoentomography for Assessing Braconid Parasitization on Soft-Bodied Tephritid Hosts. INSECTS 2021; 12:980. [PMID: 34821781 PMCID: PMC8621329 DOI: 10.3390/insects12110980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 10/21/2021] [Accepted: 10/25/2021] [Indexed: 11/17/2022]
Abstract
Entomological approaches currently available for assessing host parasitization require dissection, polymerase chain reaction (PCR), or waiting for adult emergence. The first two methods are relatively fast but destructive, whereas the third one allows the emergence of the parasitoid but it is time consuming. In this framework, new diagnostic imaging tools may contribute to solve the lack of an accurate, rapid, and non-invasive approach to evaluate the parasitization of soft-bodied insects by their endoparasitoids. In this study, ultra-high frequency ultrasound (UHFUS) technology, which is currently used in medical and preclinical fields, was adopted to assess the parasitization of the invasive polyphagous Mediterranean fruit fly, Ceratitis capitata (Diptera: Tephritidae), testing 2nd and 3rd instar larvae. Parasitization assays were carried out with the solitary koinobiont endophagous parasitoid Psyttalia concolor (Hymenoptera: Braconidae: Opiinae). The efficacy of UHFUS-based echoentomography was compared with the classical method of dissecting the larval host under a stereomicroscope. Our results showed that the UHFUS diagnostic capability was statistically comparable with that of dissection, both on C. capitata 2nd and 3rd larvae. Overall, UHFUS-based echoentomography may be further considered as a fast, non-invasive, and effective approach to evaluate the parasitoid's ability to successfully oviposit in soft-bodied hosts.
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Affiliation(s)
- Renato Ricciardi
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124 Pisa, Italy; (R.R.); (A.L.)
| | - Rossana Izzetti
- Unit of Dentistry and Oral Surgery, Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, 56124 Pisa, Italy;
| | - Marco Romanelli
- Unit of Dermatology, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy;
| | - Davide Caramella
- Diagnostic and Interventional Radiology, Department of Translational Research and of New Technologies in Medicine and Surgery, University of Pisa, 56124 Pisa, Italy;
| | - Andrea Lucchi
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124 Pisa, Italy; (R.R.); (A.L.)
| | - Giovanni Benelli
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124 Pisa, Italy; (R.R.); (A.L.)
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Evaluation of Depth of Invasion in Oral Squamous Cell Carcinoma with Ultra-High Frequency Ultrasound: A Preliminary Study. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11167647] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Intraoral ultrasonography has been widely employed for the preoperative assessment of tumor margins due to its capability to evaluate depth of invasion (DOI) and tumor thickness (TT). Recently, a novel ultrasonographic technique, ultra-high frequency ultrasound (UHFUS) has been increasingly applied to the study of oral lesions. This study evaluates the potential application of intraoral UHFUS to assess DOI and TT parameters of oral squamous cell carcinoma (OSCC) lesions. Patients clinically suspected of OSCC lesions were enrolled and underwent an intraoral UHFUS examination preoperatively. The parameters of TT, DOI, echogenicity, and vascularization were assessed. The parameters of TT and DOI as evaluated by means of UHFUS were compared to histology, which was set as the benchmark. Ten patients in total were enrolled. UHFUS-based DOI and TT measurements were found to positively correlate with histology (p < 0.05), although UHFUS provided a slight overestimation of DOI. No differences were found in terms of echogenicity or vascularization depending on the site of the lesion. According to these preliminary results, UHFUS could support the preoperative assessment of TT and DOI, potentially enhancing the clinical evaluation of OSCC.
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Ilaria P, Mario M, Ilaria F. Advances in vascular anatomy and pathophysiology using high resolution and multiparametric sonography. J Vasc Access 2021; 22:1-8. [PMID: 34338066 PMCID: PMC8606621 DOI: 10.1177/11297298211020150] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
B-mode and Color Doppler are the first-line imaging modalities in cardiovascular diseases. However, conventional ultrasound (US) provides a lower spatial and temporal resolution (70-100 frames per second) compared to ultrafast technology which acquires several thousand frames per second. Consequently, the multiparametric ultrafast platforms manage new imaging algorithms as high-frequency ultrasound, contrast-enhanced ultrasound, shear wave elastography, vector flow, and local pulse wave imaging. These advances allow better ultrasound performances, more detailed blood flow visualization and vessel walls' characterization, and many future applications for vascular viscoelastic properties evaluation.In this paper, we provide an overview of each new technique's principles and concepts and the real or potential applications of these modalities on the study of the artery and venous anatomy and pathophysiology of the upper limb before and after creating a native or prosthetic arterio-venous fistula. In particular, we focus on high-frequency ultrasound that could predict cannulation readiness and its potential role in the venous valvular status evaluation before vascular access creation; on contrast-enhanced ultrasound that could improve the peri-operative imaging evaluation during US-guided angioplasty; on shear wave elastography and local pulse wave imaging that could evaluate preoperative vessels stiffness and their potential predictive role in vascular access failure; on vector flow imaging that could better characterize the different components of the vascular access complex flow.
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Affiliation(s)
- Petrucci Ilaria
- Institute of Life Sciences, S. Anna School of Advanced Studies, Pisa, Italy
| | - Meola Mario
- Institute of Life Sciences, S. Anna School of Advanced Studies, Department of Internal Medicine, University of Pisa, Pisa, Italy
| | - Fiorina Ilaria
- Radiodiagnostic and Interventional Radiology Department, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
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Fiori F, Rullo R, Contaldo M, Inchingolo F, Romano A. Noninvasive in vivo imaging of oral mucosa: state-of-the-art. Minerva Dent Oral Sci 2021; 70:286-293. [PMID: 34132508 DOI: 10.23736/s2724-6329.21.04543-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Technological development has interested most of the dentistry's branches leading to the use of other medical technologies non previously involved in dental practice. This study aims to evaluate the potential role of non-invasive imaging techniques in oral pathology workflow. Optical coherence tomography has been described by several authors as a promising aid for differential diagnosis of autoimmune diseases and to detect epithelial subversion of the oral mucosa before the clinical manifestation of oral mucositis. High-frequency ultrasound offers the chance to assess lesional dimensions both in benign and malignant lesions with a high dimensional reliability compared with histopathology. Reflectance confocal microscopy seems to be helpful in the early detection of cytological changes due to its high resolution, suggesting a more interesting role in the analysis of malignant lesions. The study presented highlighted the potential role of noninvasive in vivo imaging although further studies are needed for the further validation of these techniques.
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Affiliation(s)
- Fausto Fiori
- Multidisciplinary Department of Medical Surgical and Dental Specialties, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Rosario Rullo
- Multidisciplinary Department of Medical Surgical and Dental Specialties, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Maria Contaldo
- Multidisciplinary Department of Medical Surgical and Dental Specialties, University of Campania Luigi Vanvitelli, Naples, Italy -
| | - Francesco Inchingolo
- Section of Dental Medicine, Department of Interdisciplinary Medicine, University of Bari Aldo Moro, Bari, Italy
| | - Antonio Romano
- Multidisciplinary Department of Medical Surgical and Dental Specialties, University of Campania Luigi Vanvitelli, Naples, Italy
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12
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Levy J, Barrett DL, Harris N, Jeong JJ, Yang X, Chen SC. High-frequency ultrasound in clinical dermatology: a review. Ultrasound J 2021; 13:24. [PMID: 33877462 PMCID: PMC8058126 DOI: 10.1186/s13089-021-00222-w] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 03/27/2021] [Indexed: 01/18/2023] Open
Abstract
Background Ultrasound was first introduced in clinical dermatology in 1979. Since that time, ultrasound technology has continued to develop along with its popularity and utility. Main text summary Today, high-frequency ultrasound (HFUS), or ultrasound using a frequency of at least 10 megahertz (MHz), allows for high-resolution imaging of the skin from the stratum corneum to the deep fascia. This non-invasive and easy-to-interpret tool allows physicians to assess skin findings in real-time, enabling enhanced diagnostic, management, and surgical capabilities. In this review, we discuss how HFUS fits into the landscape of skin imaging. We provide a brief history of its introduction to dermatology, explain key principles of ultrasonography, and review its use in characterizing normal skin, common neoplasms of the skin, dermatologic diseases and cosmetic dermatology. Conclusion As frequency advancements in ultrasonography continue, the broad applications of this imaging modality will continue to grow. HFUS is a fast, safe and readily available tool that can aid in diagnosing, monitoring and treating dermatologic conditions by providing more objective assessment measures.
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Affiliation(s)
- Jack Levy
- Department of Dermatology, Emory University School of Medicine, Atlanta, GA, USA
| | - Devon L Barrett
- Department of Dermatology, Emory University School of Medicine, Atlanta, GA, USA
| | - Nile Harris
- Department of Dermatology, Emory University School of Medicine, Atlanta, GA, USA
| | - Jiwoong Jason Jeong
- Department of Radiation Oncology, Emory University School of Medicine, Atlanta, GA, USA.,Department of Biomedical Informatics, Emory University, Atlanta, GA, USA
| | - Xiaofeng Yang
- Department of Radiation Oncology, Emory University School of Medicine, Atlanta, GA, USA.,Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Suephy C Chen
- Department of Dermatology, Duke University School of Medicine, Duke Clinic, 40 Duke Medicine Cir, Clinic 3K, Durham, NC, 27710-4000, USA.
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13
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Izzetti R, Ferro F, Vitali S, Nisi M, Fonzetti S, Oranges T, Donati V, Caramella D, Baldini C, Gabriele M. Ultra-high frequency ultrasonography (UHFUS)-guided minor salivary gland biopsy: A promising procedure to optimize labial salivary gland biopsy in Sjögren's syndrome. J Oral Pathol Med 2021; 50:485-491. [PMID: 33501696 DOI: 10.1111/jop.13162] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 11/05/2020] [Accepted: 01/21/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND Sjögren's syndrome (SS) is an autoimmune disease characterized by an inflammatory infiltrate of exocrine salivary and lachrymal glands. Diagnosis is complex, and minor salivary gland biopsy and subsequent focus score (FS) calculation appear of extreme importance in the diagnostic work-up of the disease. Ultra-high frequency ultrasonography (UHFUS) is a recently introduced diagnostic technique, which is gaining an increasingly important role in intraoral imaging. This study aims at exploring the usefulness of UHFUS for obtaining valuable labial salivary gland samples to assess the histopathological features of SS patients. METHODS Patients with clinical suspect of SS and eligible for minor salivary gland biopsy were enrolled. UHFUS scan of the lower lip was performed. Glandular echostructure was classified according to Outcome Measures in Rheumatology (OMERACT) scoring system. The glands to be sampled were selected on the basis of UHFUS evaluation and biopsied. The areas of the samples were recorded and compared with those obtained without UHFUS guidance. The correlation between UHFUS grade and labial gland FS was also assessed. RESULTS The areas of the samples obtained with UHFUS guidance were significantly higher (7.25 ± 3.98 mm2 ) than those obtained by conventional procedures (5.79 ± 3.49 mm2 , P = .02). UHFUS correlated significantly with the salivary gland FS (r = .532, P = .001). CONCLUSION UHFUS seems a promising tool in SS diagnostic algorithm, being able to provide a valuable support to the biopsy procedure. Further studies are mandatory to confirm the role of UHFUS in SS.
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Affiliation(s)
- Rossana Izzetti
- Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, Unit of Dentistry and Oral Surgery, University of Pisa, Pisa, Italy
| | - Francesco Ferro
- Department of Clinical and Experimental Medicine, Unit of Rheumatology, University of Pisa, Pisa, Italy
| | - Saverio Vitali
- Department of Translational Research and of New Technologies in Medicine and Surgery, Diagnostic and Interventional Radiology, University of Pisa, Pisa, Italy
| | - Marco Nisi
- Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, Unit of Dentistry and Oral Surgery, University of Pisa, Pisa, Italy
| | - Silvia Fonzetti
- Department of Clinical and Experimental Medicine, Unit of Rheumatology, University of Pisa, Pisa, Italy
| | - Teresa Oranges
- Department of Clinical and Experimental Medicine, Unit of Dermatology, University of Pisa, Pisa, Italy
| | - Valentina Donati
- Unit of Anatomic Pathology II, University Hospital of Pisa, Pisa, Italy
| | - Davide Caramella
- Department of Translational Research and of New Technologies in Medicine and Surgery, Diagnostic and Interventional Radiology, University of Pisa, Pisa, Italy
| | - Chiara Baldini
- Department of Clinical and Experimental Medicine, Unit of Rheumatology, University of Pisa, Pisa, Italy
| | - Mario Gabriele
- Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, Unit of Dentistry and Oral Surgery, University of Pisa, Pisa, Italy
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14
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Dini V, Janowska A, Faita F, Panduri S, Benincasa BB, Izzetti R, Romanelli M, Oranges T. Ultra-high-frequency ultrasound monitoring of plaque psoriasis during ixekizumab treatment. Skin Res Technol 2021; 27:277-282. [PMID: 33529441 DOI: 10.1111/srt.12942] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 06/04/2020] [Indexed: 02/04/2023]
Abstract
BACKGROUND High-frequency ultrasound (HFUS) is a non-invasive method that detects superficial skin features. Ultra-high frequencies (50-100 MHz) can reveal epidermis and dermis structures. OBJECTIVES In this study, we describe the psoriatic plaque using a new device equipped with a 70 MHz probe (VEVO® MD, Fujifilm, VisualSonics) and we assess the lesion before and after ixekizumab. METHODS We examined the superficial hyperechoic band, the subepidermal hypoechoic band (SLEB), and the vascularization of the plaque in ten patients affected by plaque psoriasis. RESULTS The average superficial hyperechoic band thickness was 0.2157 mm before treatment, 0.1611 mm after 15 days, and 0.1354 mm (P < .05) after 30 days. The SLEB thickness was 0.7535 mm at baseline, 0.3300 mm after 15 days (P < .05), and 0.2007 mm (P < .05) after 30 days. The average percentage vascularization was 50.21% at baseline, 13.15% after 15 days (P < .05), and 5.97% after 30 days. UHFUS assessment highlighted the rapid action of the drug in terms of the decrease in vascularization after 15 days. It revealed a statistically significant reduction in SLEB thickness after 15 days and a significant reduction in the hyperechoic superficial band after 30 days. CONCLUSIONS VEVO® MD provides physicians with high-resolution details of the psoriatic plaque, thus enabling tailored-made treatments.
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Affiliation(s)
- Valentina Dini
- Department of Dermatology, University of Pisa, Pisa, Italy
| | - Agata Janowska
- Department of Dermatology, University of Pisa, Pisa, Italy
| | - Francesco Faita
- Italian National Research Council Institute of Clinical Physiology, Pisa, Italy
| | | | | | - Rossana Izzetti
- Unit of Dentistry and Oral Surgery, Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy
| | | | - Teresa Oranges
- Department of Dermatology, University of Pisa, Pisa, Italy
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15
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Izzetti R, Nisi M, Aringhieri G, Vitali S, Oranges T, Romanelli M, Caramella D, Graziani F, Gabriele M. Ultra-high frequency ultrasound in the differential diagnosis of oral pemphigus and pemphigoid: An explorative study. Skin Res Technol 2021; 27:682-691. [PMID: 33405267 DOI: 10.1111/srt.13000] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 11/05/2020] [Accepted: 12/05/2020] [Indexed: 01/01/2023]
Abstract
OBJECTIVES Intraoral ultra-high frequency ultrasound (UHFUS) is an emerging technique in oral medicine, due to its possibility to provide submillimeter resolution imaging of superficial mucosal structures. In this study, the potential role of UHFUS in the diagnosis of oral pemphigus vulgaris (PV) and mucous membrane pemphigoid (MMP) is assessed. MATERIALS AND METHODS Consecutive patients with suspected oral PV or MMP were enrolled. All patients underwent clinical examination, laboratory tests, intraoral UHFUS scan, and biopsy. Histology and direct immunofluorescence were set as benchmark for diagnosis confirmation. The sensitivity and specificity of UHFUS compared to histology were assessed. Mann-Whitney test was performed to evaluate the presence of differences in the echogenicity of PV and MMP. P-value was set at P < 0.05. RESULTS Twenty-five patients were included. Thirteen patients were diagnosed with PV, and twelve with MMP. The UHFUS features of PV and MMP lesions were described. Image analysis showed statistically significant differences between the echogenicity of PV and MMP lesions (P < 0.05). Good concordance between UHFUS and histology was found. UHFUS showed 75% sensitivity in the diagnosis of PV and 66.7% in the diagnosis of MMP. CONCLUSIONS UHFUS appears a valuable tool in the diagnosis of PV and MMP. Although histology and immunofluorescence remain the gold standard, UHFUS role in the diagnostic algorithm of PV and MMP seems promising as a chair-side tool consistently enhancing clinical evaluation of oral bullous lesions.
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Affiliation(s)
- Rossana Izzetti
- Unit of Dentistry and Oral Surgery, Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy
| | - Marco Nisi
- Unit of Dentistry and Oral Surgery, Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy
| | - Giacomo Aringhieri
- Diagnostic and Interventional Radiology, Department of Translational Research and of New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Saverio Vitali
- Diagnostic and Interventional Radiology, Department of Translational Research and of New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Teresa Oranges
- Unit of Dermatology, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Marco Romanelli
- Unit of Dermatology, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Davide Caramella
- Diagnostic and Interventional Radiology, Department of Translational Research and of New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Filippo Graziani
- Unit of Dentistry and Oral Surgery, Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy
| | - Mario Gabriele
- Unit of Dentistry and Oral Surgery, Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy
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16
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Aringhieri G, Izzetti R, Vitali S, Ferro F, Gabriele M, Baldini C, Caramella D. Ultra-high frequency ultrasound (UHFUS) applications in Sjogren syndrome: narrative review and current concepts. Gland Surg 2020; 9:2248-2259. [PMID: 33447577 DOI: 10.21037/gs-20-529] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Primary Sjogren's syndrome (SS) is a systemic autoimmune chronic inflammatory disease with predominant involvement of the exocrine glands, particularly the salivary glands (SGs). The role of salivary glands ultrasound (SGUS) in the work-up of patients with primary Sjogren syndrome (SS) is progressively increasing due to its useful support in diagnosis and follow-up as a widely available, repeatable, non-invasive and safe technique. Although SGUS is not yet included in the dominant primary SS classification, several studies supported its inclusion in the American College of Rheumatology/European League Against Rheumatism criteria. In this context, a novel imaging technique, ultra-high frequency ultrasound (UHFUS), is being explored. Compared to the frequencies used in conventional ultrasound (US) (up to 22 MHz), UHFUS operates with higher frequencies (30-100 MHz) allowing for outstanding image resolution, up to 30 µm. UHFUS permits the scan of both major and minor SGs, opening new avenues for the integration of tissue and imaging biomarkers. Although further studies are needed to confirm its role, this novel imaging technique might lead to several potential improvements, including earlier diagnosis, reduction of unnecessary and inadequate biopsies and better management and follow-up of patients with primary SS.
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Affiliation(s)
- Giacomo Aringhieri
- Diagnostic and Interventional Radiology, Department of Translational Research and of New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Rossana Izzetti
- Unit of Dentistry and Oral Surgery, Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine University of Pisa, Pisa, Italy
| | - Saverio Vitali
- Diagnostic and Interventional Radiology, University Hospital of Pisa, Pisa, Italy
| | - Francesco Ferro
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Mario Gabriele
- Unit of Dentistry and Oral Surgery, Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine University of Pisa, Pisa, Italy
| | - Chiara Baldini
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Davide Caramella
- Diagnostic and Interventional Radiology, Department of Translational Research and of New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
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17
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Izzetti R, Oranges T, Janowska A, Gabriele M, Graziani F, Romanelli M. The Application of Ultra-High-Frequency Ultrasound in Dermatology and Wound Management. INT J LOW EXTR WOUND 2020; 19:334-340. [DOI: 10.1177/1534734620972815] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The management of lower extremity wounds is frequently performed by means of clinical examination, representing a challenge for the clinician due to the various conditions that can potentially enter differential diagnosis. Several diagnostic techniques are available in the dermatologist’s arsenal as a support to diagnosis confirmation, including dermoscopy and ultrasonography. Recently, a novel ultrasonographic technique involving the use of ultra-high ultrasound frequencies has entered the scene, and appears a promising tool in the diagnostic workup of skin ulcerative lesions. The focus of this review is to discuss the potential role of ultra-high-frequency ultrasonography in the diagnostic workup of wounds in the light of the current applications of the technique.
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18
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Izzetti R, Vitali S, Aringhieri G, Nisi M, Oranges T, Dini V, Ferro F, Baldini C, Romanelli M, Caramella D, Gabriele M. Ultra-High Frequency Ultrasound, A Promising Diagnostic Technique: Review of the Literature and Single-Center Experience. Can Assoc Radiol J 2020; 72:418-431. [PMID: 32721173 DOI: 10.1177/0846537120940684] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
OBJECTIVES Ultra-high frequency ultrasonography (UHFUS) is a recently introduced diagnostic technique which finds several applications in diverse clinical fields. The range of frequencies between 30 and 100 MHz allows for high spatial resolution imaging of superficial structures, making this technique suitable for the imaging of skin, blood vessels, musculoskeletal anatomy, oral mucosa, and small parts. However, the current clinical applications of UHFUS have never been analyzed in a consistent multidisciplinary manner. The aim of this study is to revise and discuss the current applications of UHFUS in different aspects of research and clinical practice, as well as to provide some examples of the current work-in-progress carried out in our center. MATERIALS AND METHODS A literature search was performed in order to retrieve articles reporting the applications of UHFUS both in research and in clinical settings. Inclusion criteria were the use of frequencies above 30 MHz and study design conducted in vivo on human subjects. RESULTS In total 66 articles were retrieved. The majority of the articles focused on dermatological and vascular applications, although musculoskeletal and intraoral applications are emerging fields of use. We also describe our experience in the use of UHFUS as a valuable diagnostic support in the fields of dermatology, rheumatology, oral medicine, and musculoskeletal anatomy. CONCLUSION Ultra-high frequency ultrasonography application involves an increasing number of medical fields. The high spatial resolution and the superb image quality achievable allow to foresee a wider use of this novel technique, which has the potential to bring innovation in diagnostic imaging.
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Affiliation(s)
- Rossana Izzetti
- Unit of Dentistry and Oral Surgery, Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, 9310University of Pisa, Pisa, Italy
| | - Saverio Vitali
- Diagnostic and Interventional Radiology, Department of Translational Research and of New Technologies in Medicine and Surgery, 9310University of Pisa, Pisa, Italy
| | - Giacomo Aringhieri
- Diagnostic and Interventional Radiology, Department of Translational Research and of New Technologies in Medicine and Surgery, 9310University of Pisa, Pisa, Italy
| | - Marco Nisi
- Unit of Dentistry and Oral Surgery, Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, 9310University of Pisa, Pisa, Italy
| | - Teresa Oranges
- Unit of Dermatology, Department of Clinical and Experimental Medicine, 9310University of Pisa, Pisa, Italy
| | - Valentina Dini
- Unit of Dermatology, Department of Clinical and Experimental Medicine, 9310University of Pisa, Pisa, Italy
| | - Francesco Ferro
- Unit of Rheumatology, Department of Clinical and Experimental Medicine, 9310University of Pisa, Pisa, Italy
| | - Chiara Baldini
- Unit of Rheumatology, Department of Clinical and Experimental Medicine, 9310University of Pisa, Pisa, Italy
| | - Marco Romanelli
- Unit of Dermatology, Department of Clinical and Experimental Medicine, 9310University of Pisa, Pisa, Italy
| | - Davide Caramella
- Diagnostic and Interventional Radiology, Department of Translational Research and of New Technologies in Medicine and Surgery, 9310University of Pisa, Pisa, Italy
| | - Mario Gabriele
- Unit of Dentistry and Oral Surgery, Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, 9310University of Pisa, Pisa, Italy
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19
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Izzetti R, Vitali S, Aringhieri G, Oranges T, Dini V, Nisi M, Graziani F, Gabriele M, Caramella D. Discovering a new anatomy: exploration of oral mucosa with ultra-high frequency ultrasound. Dentomaxillofac Radiol 2020; 49:20190318. [PMID: 32364758 DOI: 10.1259/dmfr.20190318] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVES Ultra-high frequency ultrasound (UHFUS) is a recently developed diagnostic technique involving the use of ultrasound frequencies up to 70 MHz, allowing to obtain 30 µm resolution of targets located within 1 cm from the surface. Oral mucosa can be affected by diverse pathological conditions, which are currently investigated by means of clinical examination. In this scenario, intraoral UHFUS can provide additional information and support clinical assessment of oral mucosa. In this preliminary study, typical features of normal oral mucosa are described, in order to set a benchmark for the future identification of oral soft tissue alterations. METHODS Twenty healthy subjects (10 males and 10 females, mean age 30 years) were enrolled and underwent intraoral UHFUS examination. In all the subjects, tongue, buccal mucosa, gingiva, lip mucosa, and palate were scanned, and images acquired. Intraoral UHFUS scan included Brightness-mode and Doppler mode acquisitions performed with a standardized protocol. UHFUS images were postprocessed and analyzed using a dedicated software. UHFUS-based biomarkers (epithelial thickness, echogenicity, and vascularization) were employed for image description. RESULTS Normal oral anatomy of the different sites analyzed was described. For all the sites, UHFUS biomarkers were characterized, and information on typical aspect of oral mucosa was retrieved. CONCLUSIONS In this explorative study, we suggest a potential role for intraoral UHFUS in the study of oral mucosa, giving insights into the possibility to improve the assessment, diagnosis, and management of the conditions involving oral mucosa. UHFUS seems a promising tool, which could potentially support clinical examination in daily oral medicine practice.
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Affiliation(s)
- Rossana Izzetti
- Unit of Dentistry and Oral Surgery, Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy
| | - Saverio Vitali
- Diagnostic and Interventional Radiology, Department of Translational Research and of New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Giacomo Aringhieri
- Diagnostic and Interventional Radiology, Department of Translational Research and of New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Teresa Oranges
- Unit of Dermatology, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Valentina Dini
- Unit of Dermatology, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Marco Nisi
- Unit of Dentistry and Oral Surgery, Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy
| | - Filippo Graziani
- Unit of Dentistry and Oral Surgery, Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy
| | - Mario Gabriele
- Unit of Dentistry and Oral Surgery, Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy
| | - Davide Caramella
- Diagnostic and Interventional Radiology, Department of Translational Research and of New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
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