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Kouketsu A, Doi C, Tanaka H, Araki T, Nakayama R, Toyooka T, Hiyama S, Iikubo M, Osaka K, Sasaki K, Nagai H, Sugiura T, Yamauchi K, Kuroda K, Yanagisawa Y, Miyashita H, Kajita T, Iwama R, Kurobane T, Takahashi T. Detection of oral cancer and oral potentially malignant disorders using artificial intelligence-based image analysis. Head Neck 2024; 46:2253-2260. [PMID: 38860703 DOI: 10.1002/hed.27843] [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: 12/18/2023] [Revised: 06/02/2024] [Accepted: 06/02/2024] [Indexed: 06/12/2024] Open
Abstract
BACKGROUND We aimed to construct an artificial intelligence-based model for detecting oral cancer and dysplastic leukoplakia using oral cavity images captured with a single-lens reflex camera. SUBJECTS AND METHODS We used 1043 images of lesions from 424 patients with oral squamous cell carcinoma (OSCC), leukoplakia, and other oral mucosal diseases. An object detection model was constructed using a Single Shot Multibox Detector to detect oral diseases and their locations using images. The model was trained using 523 images of oral cancer, and its performance was evaluated using images of oral cancer (n = 66), leukoplakia (n = 49), and other oral diseases (n = 405). RESULTS For the detection of only OSCC versus OSCC and leukoplakia, the model demonstrated a sensitivity of 93.9% versus 83.7%, a negative predictive value of 98.8% versus 94.5%, and a specificity of 81.2% versus 81.2%. CONCLUSIONS Our proposed model is a potential diagnostic tool for oral diseases.
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Affiliation(s)
- Atsumu Kouketsu
- Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Chiaki Doi
- X-Tech Development Department, NTT Docomo Inc., Tokyo, Japan
| | - Hiroaki Tanaka
- X-Tech Development Department, NTT Docomo Inc., Tokyo, Japan
| | - Takashi Araki
- X-Tech Development Department, NTT Docomo Inc., Tokyo, Japan
| | - Rina Nakayama
- X-Tech Development Department, NTT Docomo Inc., Tokyo, Japan
| | | | - Satoshi Hiyama
- X-Tech Development Department, NTT Docomo Inc., Tokyo, Japan
| | - Masahiro Iikubo
- Division of Dental Informatics and Radiology, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Ken Osaka
- Department of International and Community Oral Health, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Keiichi Sasaki
- Division of Dental and Digital Forensics, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Hirokazu Nagai
- Department of Oral and Maxillofacial Surgery, Sendai City Hospital, Sendai, Japan
| | - Tsuyoshi Sugiura
- Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Kensuke Yamauchi
- Division of Oral and Maxillofacial Reconstructive Surgery, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Kanako Kuroda
- Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan
- Division of Oral and Maxillofacial Reconstructive Surgery, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Yuta Yanagisawa
- Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan
- Division of Oral and Maxillofacial Reconstructive Surgery, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Hitoshi Miyashita
- Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan
- Department of Oral and Maxillofacial Surgery, Tohoku Medical and Pharmaceutical University Hospital, Sendai, Japan
| | - Tomonari Kajita
- Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Ryosuke Iwama
- Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Tsuyoshi Kurobane
- Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Tetsu Takahashi
- Division of Oral and Maxillofacial Oncology and Surgical Sciences, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan
- Division of Oral and Maxillofacial Reconstructive Surgery, Department of Disease Management Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan
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Ritter A, Levyn H, Shah J. Recent advances in head and neck surgical oncology. J Surg Oncol 2024; 129:32-39. [PMID: 37990842 PMCID: PMC10842243 DOI: 10.1002/jso.27529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 10/31/2023] [Indexed: 11/23/2023]
Abstract
In recent years, the field of head and neck oncology has witnessed a remarkable transformation with unprecedented advances that have revolutionized the management of complex tumors in this region. As an intricate subspecialty within oncology, head and neck surgical procedures demand detailed knowledge of the complex anatomy meticulous precision in surgical technique, and expertise to preserve vital functions while ensuring optimal oncological outcomes. With the relentless pursuit of improved patient outcomes, the integration of innovative technologies has significantly enhanced the surgical armamentarium. Robotics, endoscopic platforms, and image-guided navigation have revolutionized the surgical approach, enabling precise tumor resection and sparing healthy tissues. Furthermore, the application of advanced imaging modalities and molecular biomarker profiling has opened new avenues for personalized treatment strategies. From targeted therapies and immunotherapies to adaptive radiation techniques, clinicians are now equipped with an array of tailored options, ushering in a new era of personalized care for patients with head and neck malignancies. This article delves into the unfolding narratives of clinical triumphs, exploring the transformative potential of emerging therapies and the collaborative efforts propelling head and neck surgical oncology toward a future of hope and healing.
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Kokubun K, Nakajima K, Yamamoto K, Akashi Y, Matsuzaka K. Evaluation of oral brush liquid-based cytology for oral squamous cell carcinoma: a comparative study of cytological and histological diagnoses at a single center. BMC Oral Health 2023; 23:145. [PMID: 36906554 PMCID: PMC10007825 DOI: 10.1186/s12903-023-02839-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 02/24/2023] [Indexed: 03/13/2023] Open
Abstract
PURPOSE Liquid-based cytology is highly useful in oral cytology. However, there are only few reports on the accuracy of this method. The current study aimed to compare oral liquid-based cytological and histological diagnoses and to evaluate items that should be considered in oral cytological diagnosis for oral squamous cell carcinoma. METHODS We included 653 patients who underwent both oral cytological and histological examinations. Data on sex, specimen collection region, cytological and histological diagnoses, and histological images were reviewed. RESULTS The overall male-to-female ratio was 1:1.18. The tongue was the most common specimen collection region, followed by the gingiva and buccal mucosa. The most common cytological examination result was negative (66.8%), followed by doubtful (22.7%) and positive (10.3%). The sensitivity, specificity, positive predictive value, and negative predictive value of cytological diagnosis were 69%, 75%, 38%, and 92%, respectively. Approximately 8.3% of patients with a negative cytological diagnosis had a histological diagnosis of oral squamous cell carcinoma. Furthermore, 86.1% of histopathologic images of cytology-negative squamous cell carcinomas exhibited well-differentiated keratinocytes lacking atypia on the surface. The remaining patients developed recurrence, or they had low cell counts. CONCLUSION Liquid-based cytology is useful in screening oral cancer. However, a cytological diagnosis of superficial-differentiated oral squamous cell carcinoma is occasionally inconsistent with the histological diagnosis. Therefore, histological and cytological examinations should be performed if tumor-like lesions are suspected clinically.
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Affiliation(s)
- Katsutoshi Kokubun
- Department of Pathology, Tokyo Dental College, 2-9-18 Kandamisaki-cho, Chiyoda-ku, Tokyo, 101-0061, Japan.
| | - Kei Nakajima
- Department of Pathology, Tokyo Dental College, 2-9-18 Kandamisaki-cho, Chiyoda-ku, Tokyo, 101-0061, Japan
| | - Kei Yamamoto
- Department of Pathology, Tokyo Dental College, 2-9-18 Kandamisaki-cho, Chiyoda-ku, Tokyo, 101-0061, Japan
| | - Yoshihiko Akashi
- Department of Pathology, Tokyo Dental College, 2-9-18 Kandamisaki-cho, Chiyoda-ku, Tokyo, 101-0061, Japan
| | - Kenichi Matsuzaka
- Department of Pathology, Tokyo Dental College, 2-9-18 Kandamisaki-cho, Chiyoda-ku, Tokyo, 101-0061, Japan
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Idrees M, Farah CS, Sloan P, Kujan O. Oral brush biopsy using liquid-based cytology is a reliable tool for oral cancer screening: A cost-utility analysis: Oral brush biopsy for oral cancer screening. Cancer Cytopathol 2022; 130:740-748. [PMID: 35704619 PMCID: PMC9544877 DOI: 10.1002/cncy.22599] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 04/28/2022] [Indexed: 01/13/2023]
Abstract
Background This study aimed to assess the diagnostic utility and associated cost of oral liquid‐based brush cytology (OLBC) in the diagnosis of oral cancer and oral potentially malignant disorders (OPMDs). Methods A total of 284 patients with oral mucosal lesions were included. OLBC samples were collected from all patients immediately before undergoing surgical biopsies. A liquid‐based cytology slide was prepared from each OLBC sample for cytological evaluation using the modified 2014 Bethesda cytology system. The results and the cost were compared with the histopathological outcomes. Results The level of agreement between the two approaches was very good (weighted kappa = 0.824). The accuracy of OLBC in differentiating between the different diagnostic groups was 91.69%, whereas the associated sensitivity and specificity were 79.23% and 94.81%, respectively. The estimated cost of each OLBC sample was at least 26% less than the cost of a single biopsy and more than 42% less in cases of multiple biopsied lesions. Conclusions The proposed modifications of the Bethesda system can be adopted as a standardized system for oral cytological assessment. Our findings support OLBC as a reliable adjunct to surgical biopsy in the diagnosis of OPMDs. This tool has potential for oral cancer–finding and surveillance programs. Oral brush liquid‐based cytology is a reliable adjunct to surgical biopsy in the diagnosis of oral potentially malignant disorders. It has potential for oral cancer‐finding and surveillance programs.
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Affiliation(s)
- Majdy Idrees
- University of Western Australia Dental School, The University of Western Australia, Perth, Western Australia, Australia
| | - Camile S Farah
- Australian Centre for Oral Oncology Research and Education, Nedlands, Western Australia, Australia.,Oral, Maxillofacial and Dental Surgery, Fiona Stanley Hospital, Murdoch, Western Australia, Australia.,Australian Clinical Labs, Subiaco, Western Australia, Australia.,CQ University, Rockhampton, Queensland, Australia
| | - Philip Sloan
- School of Dental Sciences, Newcastle University, Newcastle upon Tyne, UK.,Department of Cellular Pathology, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.,AMLo Biosciences, Newcastle upon Tyne, UK
| | - Omar Kujan
- University of Western Australia Dental School, The University of Western Australia, Perth, Western Australia, Australia
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Yuwanati M, Gadbail A, Gondivkar S, Sarode SC, Dande R, Mhaske S, Tekade S, Pathak SK. A systematic scoping review on utility of cytomorphometry in the detection of dysplasia in oral potentially malignant disorders. J Oral Biol Craniofac Res 2020; 10:321-328. [PMID: 32714783 DOI: 10.1016/j.jobcr.2020.06.016] [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: 04/17/2020] [Revised: 06/17/2020] [Accepted: 06/29/2020] [Indexed: 10/23/2022] Open
Abstract
Background Oral exfoliative cytology is simple, non-invasive, inexpensive tools prone to subjective bias. Objective computer-based quantitative cytomorphometry technique was developed in last few decades to overcome its limitation. However, there is no consensus about the utility of cytomorphometry as a routine screening tool for early detection of dysplastic changes. Objectives To review the utility of cytomorphometry in OPMDs in the detection of dysplasia changes. Method A scoping review was undertaken focusing on cytomorphometric analysis in exfoliative cells for detection of oral epithelial dysplasia and cytomorphometric parameter denoting dysplasia. The systematic search was carried out in the online journal databases (Scopus, Google Scholar, PubMed, Web of Science) using keywords until December 2019 for the studies evaluated the cytomorphometry in the detection of dysplastic changes in OPMDs. Three authors independently extracted data using collection forms. Result The search strategy found seven analytical cross-sectional studies for scoping review after eliminating 8940 out of 8947 initial results. The scoping review showed that cytomorphometry is useful tool in detecting the dysplastic changes in OPMDs. In addition, decrease in mean cellular area, increase in mean nuclear area, and decrease in mean cell diameter, increase mean nuclear diameter, increase in mean nuclear and cytoplasmic area ratio, associated with development of dysplastic changes in OPMDs. Conclusion Cytomorphometry is promising tool, yet there is currently no-good evidence to support role of cytomorphometry in detecting the dysplastic changes in OPMDs in this setting. More research is required for refinement of cytomorphometry as a screening tool.
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Affiliation(s)
- Monal Yuwanati
- Department of Oral Pathology & Microbiology, People's College of Dental Sciences and Research Centre, People's University, Bhopal, Madhya Pradesh, India
| | - Amol Gadbail
- Department of Dentistry, Indira Gandhi Government Medical College & Hospital, Nagpur, Maharashtra State, India
| | - Shailesh Gondivkar
- Department of Oral Medicine & Radiology, Government Dental College & Hospital, Nagpur, Maharashtra, India
| | - Sachin C Sarode
- Department of Oral Pathology & Microbiology, Dr. D.Y. Patil Dental College & Hospital, Dr. D.Y. Patil Vidyapeeth, Maharashtra State, Pune, India
| | - Ravi Dande
- Department of Dentistry, Indira Gandhi Government Medical College & Hospital, Nagpur, Maharashtra State, India
| | - Shubhangi Mhaske
- Department of Oral Pathology & Microbiology, People's College of Dental Sciences and Research Centre, People's University, Bhopal, Madhya Pradesh, India
| | - Satayjit Tekade
- Modern Dental College and Research Centre, Indore, Madhya Pradesh, India
| | - Sandeep Kumar Pathak
- Indian Institutes of Science Education and Research, Bhopal, Madhya Pradesh, India
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6
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Sood A, Mishra D, Yadav R, Bhatt K, Priya H, Kaur H. Establishing the accuracy of a new and cheaper sample collection tool: Oral cytology versus oral histopathology. J Oral Maxillofac Pathol 2020; 24:52-56. [PMID: 32508448 PMCID: PMC7269294 DOI: 10.4103/jomfp.jomfp_273_19] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Revised: 09/23/2019] [Accepted: 09/26/2019] [Indexed: 12/13/2022] Open
Abstract
Objective: High cost of tools used for the collection of oral cytology sample; deters their use as mass screening tool in the developing countries. Hence, this study aims to assess the diagnostic accuracy of a new, cheaper sample collection tool in the field of oral exfoliative cytology through comparison with histopathology. Materials and Methods: Fifty-seven patients out of 394 cases were selected for the study in whom the cytological examination was performed using the wooden end of a sterile cotton swab followed by biopsy. The cytological smear classified in accordance with the Pap classification was compared with the histopathological diagnosis. Results: The study recruited 11 cases of oral potentially malignant disorders, 33 cases of oral carcinomas, and 13 cases of other lesions. The sensitivity and specificity of the cytology test using the wooden end of a sterile cotton swab was 75.0% and 61.5%, respectively. The Spearman's correlation coefficient was 0.618, with the P < 0.01. Conclusion: Our study proves that the use of wooden end of a sterile cotton swab stick offers a low cost and fairly effective solution which is not only easily available but can be potentially applied as a mass screening tool at primary health-care centers.
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Affiliation(s)
- Anubhuti Sood
- Division of Oral Pathology and Microbiology, Center for Dental Education and Research, All India Institute of Medical Sciences, New Delhi, India
| | - Deepika Mishra
- Division of Oral Pathology and Microbiology, Center for Dental Education and Research, All India Institute of Medical Sciences, New Delhi, India
| | - Rahul Yadav
- Division of Oral and Maxillofacial Surgery, Center for Dental Education and Research, All India Institute of Medical Sciences, New Delhi, India
| | - Krushna Bhatt
- Division of Oral and Maxillofacial Surgery, Center for Dental Education and Research, All India Institute of Medical Sciences, New Delhi, India
| | - Harsh Priya
- Division of Public Health Dentistry, Center for Dental Education and Research, All India Institute of Medical Sciences, New Delhi, India
| | - Harpreet Kaur
- Division of Oral Pathology and Microbiology, Center for Dental Education and Research, All India Institute of Medical Sciences, New Delhi, India
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Thomson P. The "Peter Principle" revisited-Reflections on science, surgery and research. J Oral Pathol Med 2020; 49:596-600. [PMID: 32162731 DOI: 10.1111/jop.13011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Revisiting the eponymous "Peter Principle," in this article the author reflects upon a professional lifetime as a clinician, surgeon and researcher, and summarises his efforts to improve contemporary understanding of oral cancer development, refine diagnostic procedure and facilitate efficacious, early treatment intervention to halt the process of carcinogenesis. The author reviews the principles underpinning effective translational research. Utilising his own work in oral epithelial cell science, interventional surgery and potentially malignant disorder patient management and surveillance, a number of significant advances in our knowledge base and their specific clinical application and potential impact are discussed. Research remains an active and ongoing process, however, and the author believes it essential for future relevance that hypotheses should always be initiated, led and mentored by experienced clinical practitioners.
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Affiliation(s)
- Peter Thomson
- Oral & Maxillofacial Surgery, Faculty of Dentistry, The University of Hong Kong, Hong Kong, China
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8
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Deuerling L, Gaida K, Neumann H, Remmerbach TW. Evaluation of the Accuracy of Liquid-Based Oral Brush Cytology in Screening for Oral Squamous Cell Carcinoma. Cancers (Basel) 2019; 11:cancers11111813. [PMID: 31752196 PMCID: PMC6896118 DOI: 10.3390/cancers11111813] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 11/08/2019] [Accepted: 11/13/2019] [Indexed: 12/17/2022] Open
Abstract
This study evaluates the accuracy of the results of liquid-based oral brush cytology and compares it to the histology and/or the clinical follow-ups of the respective patients. A total of 1352 exfoliated specimens were collected with an Orcellex brush from an identical number of oral lesions, then cytological diagnoses were made using liquid-based cytology. The final diagnoses in the study were 105 histologically proven squamous cell carcinomas (SCCs), 744 potentially malignant lesions and 503 cases of traumatic, inflammatory or benign hyperplastic oral lesions. The sensitivity and specificity of the liquid-based brush biopsy were 95.6% (95% CI 94.5–96.7%) and 84.9% (95% CI 83.0–86.8%), respectively. This led to the conclusion that brush biopsy is potentially a highly sensitive and reliable method to make cytological diagnoses of oral neoplasia. The main advantage of a brush biopsy over a scalpel biopsy is that it is less invasive and is more tolerated by the patients. Therefore, more lesions can be screened and more cancers can be detected at an early stage.
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Affiliation(s)
- Lena Deuerling
- Section of Clinical and Experimental Oral Medicine, University of Leipzig, Liebigstraße 10-14, 04103 Leipzig, Germany; (L.D.); (K.G.)
| | - Kristin Gaida
- Section of Clinical and Experimental Oral Medicine, University of Leipzig, Liebigstraße 10-14, 04103 Leipzig, Germany; (L.D.); (K.G.)
| | - Heinrich Neumann
- Medical Care Center for Histology, Cytology and Molecular Diagnostics, 52351 Düren, Germany;
| | - Torsten W. Remmerbach
- Section of Clinical and Experimental Oral Medicine, University of Leipzig, Liebigstraße 10-14, 04103 Leipzig, Germany; (L.D.); (K.G.)
- German Association of Oral Diagnostics (DGOD mbH), Wettiner Str. 10, 04105 Leipzig, Germany
- Correspondence:
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Kondo Y, Oya K, Sakai M, Fujiwara C, Tojo F, Usami Y, Fukuda Y, Kogo M, Kishino M. Accuracy of liquid‐based cytology (LBC) in the oral mucosa according to novel diagnostic guidelines in Japan: Classification of cytology for oral mucosal disease (JSCC, 2015). ACTA ACUST UNITED AC 2019. [DOI: 10.1002/osi2.1035] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Yuko Kondo
- Department of Clinical Laboratory Osaka University Dental Hospital Osaka Japan
| | - Kaori Oya
- Department of Clinical Laboratory Osaka University Dental Hospital Osaka Japan
| | - Manabu Sakai
- Department of Clinical Laboratory Osaka University Dental Hospital Osaka Japan
| | - Chisato Fujiwara
- Department of Clinical Laboratory Osaka University Dental Hospital Osaka Japan
| | - Fumiaki Tojo
- Department of Clinical Laboratory Osaka University Dental Hospital Osaka Japan
| | - Yu Usami
- Department of Oral pathology Osaka University Graduate School Dentistry Osaka Japan
| | - Yasuo Fukuda
- Department of Clinical Laboratory Osaka University Dental Hospital Osaka Japan
| | - Mikihiko Kogo
- Department of Clinical Laboratory Osaka University Dental Hospital Osaka Japan
- First Department of Oral and Maxillofacial Surgery Osaka University Graduate School Dentistry Osaka Japan
| | - Mitsunobu Kishino
- Department of Clinical Laboratory Osaka University Dental Hospital Osaka Japan
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Peterson G, Zanoni DK, Ardigo M, Migliacci JC, Patel SG, Rajadhyaksha M. Feasibility of a Video-Mosaicking Approach to Extend the Field-of-View For Reflectance Confocal Microscopy in the Oral Cavity In Vivo. Lasers Surg Med 2019; 51:439-451. [PMID: 31067360 PMCID: PMC6842028 DOI: 10.1002/lsm.23090] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/22/2019] [Indexed: 12/24/2022]
Abstract
BACKGROUND Reflectance confocal microscopy (RCM) is a developing approach for noninvasive detection of oral lesions with label-free contrast and cellular-level resolution. For access into the oral cavity, confocal microscopes are being configured with small-diameter telescopic probes and small objective lenses. However, a small probe and objective lens allows for a rather small field-of-view relative to the large areas of tissue that must be examined for diagnosis. To extend the field-of-view for intraoral RCM imaging, we are investigating a video-mosaicking approach. METHODS A relay telescope and objective lens were adapted to an existing confocal microscope for access into the oral cavity. Imaging was performed using metal three-dimensional-printed objective lens front-end caps with coverslip windows to contact and stabilize the tissue and set depth. Four healthy volunteers (normal oral mucosa), one patient (with an amalgam tattoo) in a clinical setting, and 20 anesthetized patients (with oral squamous cell carcinoma [OSCC]) in a surgical setting were imaged. Instead of the usual still RCM images, videos were recorded and then processed into video-mosaics. Thirty video-mosaics were read and qualitatively assessed by an expert reader of RCM images of the oral mucosa. RESULTS Whereas the objective lens' native field-of-view is 0.75 mm × 0.75 mm, the video-mosaics display larger areas, ranging from 2 mm × 2 mm to 4 mm × 2 mm, with resolution, morphologic detail, and image quality that is preserved relative to that observed in the original videos (individual images). Video-mosaics in healthy volunteers' and the patients' images showed cellular morphologic patterns in the lower epithelium and at the epithelial junction, and connective tissue along with capillary loops and blood flow in the deeper lamina propria. In OSCC, tumor nests could be observed along with normal looking mucosa in margin areas. CONCLUSIONS Video-mosaicking is a reasonably quick and efficient approach for extending the field-of-view of RCM imaging, which can, to some extent, overcome the inherent limitation of an intraoral probe's small field-of-view. Reading video-mosaics can mimic the procedure for examining pathology: initial visualization of the spatial cellular and morphologic patterns of the tumor and the spread of tumor margins over larger areas of the lesion, followed by digitally zooming (magnifying) for closer inspection of suspicious areas. However, faster processing of videos into video-mosaics will be necessary, to allow examination of video-mosaics in real-time at the bedside. Lasers Surg. Med. 51:439-451, 2019. © 2019 Wiley Periodicals, Inc.
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Affiliation(s)
- Gary Peterson
- Dermatology Service, Memorial Sloan Kettering Cancer Center, New York, New York, 10022, USA
| | - Daniella Karassawa Zanoni
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, 10065, USA
| | - Marco Ardigo
- Department of Clinical Dermatology, San Gallicano Dermatological Institute, 00144, Rome, Italy
| | - Jocelyn C Migliacci
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, 10065, USA
| | - Snehal G Patel
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, 10065, USA
| | - Milind Rajadhyaksha
- Dermatology Service, Memorial Sloan Kettering Cancer Center, New York, New York, 10022, USA
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Kujan O, Huang G, Ravindran A, Vijayan M, Farah CS. CDK4, CDK6, cyclin D1 and Notch1 immunocytochemical expression of oral brush liquid-based cytology for the diagnosis of oral leukoplakia and oral cancer. J Oral Pathol Med 2019; 48:566-573. [PMID: 31172614 DOI: 10.1111/jop.12902] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Accepted: 06/05/2019] [Indexed: 01/03/2023]
Abstract
OBJECTIVES This study aimed to investigate the feasibility of using oral liquid-based brush cytology (OLBC) coupled with immunocytochemistry as a minimally invasive approach to stratify the cancer risk in patients with oral leukoplakia. METHODS Fifty-five patients diagnosed with either oral leukoplakia (OLK) or oral squamous cell carcinoma (OSCC) were recruited. All patients underwent oral brush biopsy followed by surgical biopsy. 275 liquid-based cytology preparations were made. Pap-stained OLBC slides were assessed using the modified 2014 Bethesda Cytology system. The expression of CDK4, CDK6, cyclin D1, and Notch 1 was immunocytochemically analysed and compared against the histopathological diagnosis. A combined index score of OLBC grading and protein expression was calculated. RESULTS A significant association was found between the definitive histopathological diagnosis and the cytological interpretation (P = 0.0005). The index scores of CDK4, CDK6, and cyclin D1 were significantly associated with the development of disease from non-dysplastic epithelium to OSCC. No significant association was observed between the Notch 1 index score and disease stage. The diagnostic accuracy of OLBC showed the highest values of sensitivity, specificity, positive predictive value, negative predictive value, and accuracy: 84.6%, 70.4%, 73.3%, 82.6%, and 78.8%, respectively, compared with the cumulative protein index, CDK4/6 index, and the combined OLBC grading and CDK4/6 index. CONCLUSION This study has also demonstrated the efficacy of the use of OLBC in the detection of OED and OSCC, and showed that the use of CDK4, CDK6, cyclin D1, and Notch 1 immunocytochemistry failed to improve the diagnostic accuracy of OLBC suggesting they are not useful in the early detection of OSCC.
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Affiliation(s)
- Omar Kujan
- UWA Dental School, The University of Western Australia, Nedlands, Western Australia, Australia
| | - Gareth Huang
- UWA Dental School, The University of Western Australia, Nedlands, Western Australia, Australia
| | - Ashwati Ravindran
- UWA Dental School, The University of Western Australia, Nedlands, Western Australia, Australia
| | - Monisha Vijayan
- UWA Dental School, The University of Western Australia, Nedlands, Western Australia, Australia
| | - Camile S Farah
- UWA Dental School, The University of Western Australia, Nedlands, Western Australia, Australia.,Australian Centre for Oral Oncology Research & Education, Nedlands, Western Australia, Australia
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Goodson ML, Smith DR, Thomson PJ. The"Newcastle Nomogram"-Statistical modelling predicts malignant transformation in potentially malignant disorders. J Oral Pathol Med 2019; 48:662-668. [PMID: 31125457 DOI: 10.1111/jop.12881] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
BACKGROUND Nomograms are graphical calculating devices used to predict risk of malignant transformation (MT) or response to treatment during cancer management. To date, a nomogram has not been used to predict clinical outcome during oral potentially malignant disorder (PMD) treatment. The aim of this study was to create a nomogram for use by clinicians to predict the probability of MT, thereby facilitating accurate assessment of risk and objective decision-making during individual patient management. METHODS Clinico-pathological data from a previously treated cohort of 590 newly presenting PMD patients were reviewed and clinical outcomes categorized as disease free, persistent PMD or MT. Multiple logistic regression was used to predict the probability of MT in the cohort using age, gender, lesion type, site and incision biopsy histopathological diagnoses. Internal validation and calibration of the model was performed using the bootstrap method (n = 1000), and bias-corrected indices of model performance were computed. RESULTS Potentially malignant disorders were predominantly leukoplakias (79%), presenting most frequently at floor of mouth and lateral tongue sites (51%); 99 patients (17%) developed oral squamous cell carcinoma during the study period. The nomogram performed well when MT predictions were compared with patient outcome data, demonstrating good bias-corrected discrimination and calibration (Dxy = 0.58; C = 0.790), with a sensitivity of 87% and specificity 63%, and a positive predictive value of 32% and negative predictive value 96%. CONCLUSION The "Newcastle Nomogram" has been developed to predict the probability of MT in PMD, based on an internally validated statistical model. Based upon readily available and patient-specific clinico-pathological data, it provides clinicians with a pragmatic diagrammatic aid for clinical decision-making during diagnosis and management of PMD.
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Affiliation(s)
| | | | - Peter J Thomson
- Oral & Maxillofacial Surgery, Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China
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Alsarraf A, Kujan O, Farah CS. Liquid‐based oral brush cytology in the diagnosis of oral leukoplakia using a modified Bethesda Cytology system. J Oral Pathol Med 2018; 47:887-894. [DOI: 10.1111/jop.12759] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Accepted: 06/26/2018] [Indexed: 12/25/2022]
Affiliation(s)
| | - Omar Kujan
- UWA Dental School University of Western Australia Nedlands WA Australia
| | - Camile S. Farah
- UWA Dental School University of Western Australia Nedlands WA Australia
- Australian Centre for Oral Oncology Research & Education UWA Dental School University of Western Australia Nedlands WA Australia
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Olms C, Hix N, Neumann H, Yahiaoui-Doktor M, Remmerbach TW. Clinical comparison of liquid-based and conventional cytology of oral brush biopsies: a randomized controlled trial. Head Face Med 2018; 14:9. [PMID: 29843756 PMCID: PMC5975412 DOI: 10.1186/s13005-018-0166-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Accepted: 05/15/2018] [Indexed: 11/10/2022] Open
Abstract
Background Exfoliative cytology performed on oral brush samples can help dentists to decide, whether a given oral lesion is (pre-) malignant. The use of non-invasive brush biopsies as an auxiliary tool in the diagnosis of oral mucosal lesions has gained renewed interest since improvements in cytological techniques such as the development of adjuvant diagnostic tools and liquid-based cell preparation techniques. Methods The aim of this study was to compare the quality of two different preparation techniques (cell collectors): the conventional transfer procedure to glass slides and the so-called liquid-based cytology preparation method. Cell smears were collected from 10 orally healthy individuals (mean age: 24 years) from the palatine mucosa at two different times (baseline and 4 weeks later). Slides of both techniques were stained by Giemsa (n = 40) and May-Gruenwald Giemsa (n = 40). The statistical analysis was performed with Excel. Results On specimen analysis, the liquid-based cytology showed statistically significant improvement compared to conventional glass sides (p < 0.001). Thin layers, which were performed by liquid-based cytology showed significantly better results in the parameters (p < 0.001): uniform distribution, cellular overlapping, cellular disformation, mucus, microbial colonies and debris. The conventional glass slides approach showed more cell overlapping and contamination with extraneous material than thin layers, which were performed by Orcellex® Brush cell collectors. Conclusions Both techniques are diagnostically reliable. The liquid-based method showed an overall improvement on sample preservation, specimen adequacy, visualization of cell morphology and reproducibility. Liquid-based cytology simplifies cell collection due to easier handling and less transfer errors by dentists.
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Affiliation(s)
- Constanze Olms
- Department of Dental Prosthodontics and Materials Science, University of Leipzig, Liebigstraße 12, 04103, Leipzig, Germany.
| | - Nathalie Hix
- Department of Dental Prosthodontics and Materials Science, University of Leipzig, Liebigstraße 12, 04103, Leipzig, Germany
| | - Heinrich Neumann
- Institute of Cytopathology, Am Propsthof 3, 53121, Bonn, Germany
| | - Maryam Yahiaoui-Doktor
- Institute for Medical Informatics, Statistics and Epidemiology (IMISE), University of Leipzig, Leipzig, Germany
| | - Torsten W Remmerbach
- Section of Oral Medicine, Department of Head Medicine and Oral Health, University of Leipzig, Liebigstraße 10-14, 04103, Leipzig, Germany
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