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Kushwaha AK, Ji M, Sethi S, Jamieson L, McLaughlin RA, Li J. A Novel Small Form-Factor Handheld Optical Coherence Tomography Probe for Oral Soft Tissue Imaging. MICROMACHINES 2024; 15:742. [PMID: 38930711 PMCID: PMC11205936 DOI: 10.3390/mi15060742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 05/29/2024] [Accepted: 05/29/2024] [Indexed: 06/28/2024]
Abstract
Tissue imaging is crucial in oral cancer diagnostics. Imaging techniques such as X-ray imaging, magnetic resonance imaging, optical coherence tomography (OCT) and computed tomography (CT) enable the visualization and analysis of tissues, aiding in the detection and diagnosis of cancers. A significant amount of research has been conducted on designing OCT probes for tissue imaging, but most probes are either heavy, bulky and require external mounting or are lightweight but straight. This study addresses these challenges, resulting in a curved lightweight, low-voltage and compact handheld imaging probe for oral soft tissue examination. To the best of our knowledge, this is the first curved handheld OCT probe with its shape optimized for oral applications. This probe features highly compact all-fiber optics with a diameter of 125 μm and utilizes innovative central deflection magnetic actuation for controlled beam scanning. To ensure vertical stability while scanning oral soft tissues, the fiber was secured through multiple narrow slits at the probe's distal end. This apparatus was encased in a 3D-printed angular cylinder tube (15 mm outer diameter, 12 mm inner diameter and 160 mm in length, weighing < 20 g). An angle of 115° makes the probe easy to hold and suitable for scanning in space-limited locations. To validate the feasibility of this probe, we conducted assessments on a multi-layered imaging phantom and human tissues, visualizing microstructural features with high contrast.
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Affiliation(s)
- Alok K. Kushwaha
- Faculty of Sciences, Engineering and Technology, The University of Adelaide, Adelaide, SA 5005, Australia; (M.J.); (J.L.)
- Institute for Photonics and Advanced Sensing, The University of Adelaide, Adelaide, SA 5005, Australia;
| | - Minqi Ji
- Faculty of Sciences, Engineering and Technology, The University of Adelaide, Adelaide, SA 5005, Australia; (M.J.); (J.L.)
- Institute for Photonics and Advanced Sensing, The University of Adelaide, Adelaide, SA 5005, Australia;
| | - Sneha Sethi
- Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, SA 5005, Australia; (S.S.); (L.J.)
| | - Lisa Jamieson
- Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, SA 5005, Australia; (S.S.); (L.J.)
| | - Robert A. McLaughlin
- Institute for Photonics and Advanced Sensing, The University of Adelaide, Adelaide, SA 5005, Australia;
- Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, SA 5005, Australia; (S.S.); (L.J.)
| | - Jiawen Li
- Faculty of Sciences, Engineering and Technology, The University of Adelaide, Adelaide, SA 5005, Australia; (M.J.); (J.L.)
- Institute for Photonics and Advanced Sensing, The University of Adelaide, Adelaide, SA 5005, Australia;
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Borkar S, Reche A, Paul P, Deshpande A, Deshpande M. Noninvasive Technique for the Screening and Diagnosis of Oral Squamous Cell Carcinoma. Cureus 2023; 15:e46300. [PMID: 37915878 PMCID: PMC10616636 DOI: 10.7759/cureus.46300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 09/30/2023] [Indexed: 11/03/2023] Open
Abstract
Oral squamous cell carcinoma (OSCC) is one of the most common types of malignancy. Squamous cell carcinoma is the second-most prevalent type of cutaneous malignancy after basal cell carcinoma. Biopsy followed by histopathological assessment is the primary basis for assessing squamous cell carcinoma, but nowadays optical non-invasive screening modalities are gaining more importance. There has been an emphasis on implementing relatively quick, affordable, and non-invasive screening methodologies because of various limitations associated with conventional screening techniques, including the encroaching characteristic of the biopsy technique, and the increased price value for treatment. Liquid biopsy, optical detection systems, oral brush cytology, and microfluidic detection, are a few examples of these, each of which has advantages and disadvantages of their own. Dermoscopy is one of the fundamental non-invasive screening techniques used for the examination of cutaneous lesions in clinical practice. Optical coherence tomography and high-frequency ultrasound are considered to be beneficial, particularly for assessing the dimensions of tumors before surgery. The primary site of the lesions, tumor diameter, and the state of the operative borders are some factors that can influence prognosis.
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Affiliation(s)
- Shreyash Borkar
- Public Health Dentistry, Sharad Pawar Dental College and Hospital, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Amit Reche
- Public Health Dentistry, Sharad Pawar Dental College and Hospital, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Priyanka Paul
- Public Health Dentistry, Sharad Pawar Dental College and Hospital, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Anvika Deshpande
- Public Health Dentistry, Sharad Pawar Dental College and Hospital, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Mihika Deshpande
- Public Health Dentistry, Sharad Pawar Dental College and Hospital, Datta Meghe Institute of Higher Education and Research, Wardha, IND
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Kolpakov AV, Moshkova AA, Melikhova EV, Sokolova DY, Muravskaya NP, Samorodov AV, Kopaneva NO, Lukina GI, Abramova MY, Mamatsashvili VG, Parshkov VV. Diffuse Reflectance Spectroscopy of the Oral Mucosa: In Vivo Experimental Validation of the Precancerous Lesions Early Detection Possibility. Diagnostics (Basel) 2023; 13:diagnostics13091633. [PMID: 37175023 PMCID: PMC10177876 DOI: 10.3390/diagnostics13091633] [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: 04/12/2023] [Revised: 04/28/2023] [Accepted: 05/03/2023] [Indexed: 05/15/2023] Open
Abstract
This article is devoted to the experimental validation of the possibility of early detection of precancerous lesions in the oral mucosa in vivo using diffuse reflectance spectroscopy in the wavelength range from 360 to 1000 nm. During the study, a sample of 119 patients with precancerous lesions has been collected and analyzed. As a result of the analysis, the most informative wavelength ranges were determined, in which the maximum differences in the backscattering spectra of lesions and intact tissues were observed, methods for automatic classification of backscattering spectra of the oral mucosa were studied, sensitivity and specificity values, achievable using diffuse reflectance spectroscopy for detecting hyperkeratosis on the tongue ventrolateral mucosa surface and buccal mucosa, were evaluated. As a result of preliminary experimental studies in vivo, the possibility of automatic detection of precancerous lesions of the oral mucosa surface using diffuse reflectance spectroscopy in the wavelength range from 500 to 900 nm with an accuracy of at least 75 percent has been shown.
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Affiliation(s)
- Alexander V Kolpakov
- Faculty of Biomedical Engineering, Bauman Moscow State Technical University, Moscow 105005, Russia
| | - Anastasia A Moshkova
- Faculty of Biomedical Engineering, Bauman Moscow State Technical University, Moscow 105005, Russia
| | - Ekaterina V Melikhova
- Faculty of Biomedical Engineering, Bauman Moscow State Technical University, Moscow 105005, Russia
| | - Diana Yu Sokolova
- Faculty of Biomedical Engineering, Bauman Moscow State Technical University, Moscow 105005, Russia
| | - Natalia P Muravskaya
- Faculty of Biomedical Engineering, Bauman Moscow State Technical University, Moscow 105005, Russia
| | - Andrey V Samorodov
- Faculty of Biomedical Engineering, Bauman Moscow State Technical University, Moscow 105005, Russia
| | - Nina O Kopaneva
- Department of Therapeutic Dentistry and Diseases of the Oral Mucosa, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia
| | - Galina I Lukina
- Department of Therapeutic Dentistry and Diseases of the Oral Mucosa, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia
| | - Marina Ya Abramova
- Department of Therapeutic Dentistry and Diseases of the Oral Mucosa, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia
| | - Veta G Mamatsashvili
- Department of Therapeutic Dentistry and Diseases of the Oral Mucosa, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia
| | - Vadim V Parshkov
- Department of Therapeutic Dentistry and Diseases of the Oral Mucosa, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia
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Jayachnadran S, Prakasarao A, Ramamoorthy S, Manoharan Y. Significance of Fluorescent Spectroscopy in Screening Oral Potentially Malignant Disorders and Oral Cancer by Characterization of Salivary DNA Using Ethidium Bromide-A Comparative Study. South Asian J Cancer 2023; 12:159-165. [PMID: 37969684 PMCID: PMC10635769 DOI: 10.1055/s-0042-1750186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022] Open
Abstract
Sangeetha RamamoorthyBackground Optical diagnosis is one of the upcoming methods in screening and diagnosing oral cancer at the earlier stage. Currently, DNA-based diagnosis is used along with light-based imaging methods to diagnose oral cancer rapidly. Aim The aim of this study was to discriminate oral cancer and oral potentially malignant disorders from normal patient with fluorescence spectroscopic characterization of salivary DNA using ethidium bromide dye. Materials and Methods A total of 40 patients with average age of 20 to 60 years in both the genders were selected and divided into three groups. Group A included clinically proven cases of oral cancer, group B1 included clinically diagnosed cases of leukoplakia, group B2 included clinically diagnosed cases of oral submucous fibrosis, and group C included controls. Salivary DNA fluorescence spectrum obtained after adding ethidium bromide was analyzed using FluoroLog spectrophotometer at 480 nm wavelength. Results The discriminant analysis of fluorescent emission of salivary DNA shows predictive accuracy of 90% between group C and group A, 95% between group C and group B1, and 65% observed between group C and group B2. Conclusion From this study, screening of oral cancer can be done at the earliest with the help of fluorescence spectroscopic characterization of salivary DNA. This method can be done rapidly and noninvasively.
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Affiliation(s)
- Sadaksharam Jayachnadran
- Department of Oral Medicine and Radiology, Tamil Nadu Government Dental College and Hospital, Chennai, Tamil Nadu, India
- Tamil Nadu Dr. MGR Medical University, Chennai, Tamil Nadu, India
| | - Aruna Prakasarao
- Department of Medical Physics, College of Engineering Anna University, Chennai, Tamil Nadu, India
| | - Sangeetha Ramamoorthy
- Department of Dental Surgery, Government Hospital, Valangaiman, Thiruvarur District, Tamil Nadu, India
| | - Yuvaraj Manoharan
- Department of Medical Physics, College of Engineering Anna University, Chennai, Tamil Nadu, India
- Department of Biochemistry, SRM Arts and Science College, Kattankulathur, Chengalpattu, Tamil Nadu, India
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Wang S, Yang M, Li R, Bai J. Current advances in noninvasive methods for the diagnosis of oral squamous cell carcinoma: a review. Eur J Med Res 2023; 28:53. [PMID: 36707844 PMCID: PMC9880940 DOI: 10.1186/s40001-022-00916-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 11/28/2022] [Indexed: 01/28/2023] Open
Abstract
Oral squamous cell carcinoma (OSCC), one of the most common types of cancers worldwide, is diagnosed mainly through tissue biopsy. However, owing to the tumor heterogeneity and other drawbacks, such as the invasiveness of the biopsy procedure and high cost and limited usefulness of longitudinal surveillance, there has been a focus on adopting more rapid, economical, and noninvasive screening methods. Examples of these include liquid biopsy, optical detection systems, oral brush cytology, microfluidic detection, and artificial intelligence auxiliary diagnosis, which have their own strengths and weaknesses. Extensive research is being performed on various liquid biopsy biomarkers, including novel microbiome components, noncoding RNAs, extracellular vesicles, and circulating tumor DNA. The majority of these elements have demonstrated encouraging clinical outcomes in early OSCC detection. This review summarizes the screening methods for OSCC with a focus on providing new guiding strategies for the diagnosis of the disease.
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Affiliation(s)
- Shan Wang
- grid.443397.e0000 0004 0368 7493Department of Oral Pathology, School of Stomatology, Hainan Medical College, Haikou, 571199 People’s Republic of China ,grid.443397.e0000 0004 0368 7493Department of Stomatology, The Second Affiliated Hospital of Hainan Medical University, Haikou, 570216 People’s Republic of China
| | - Mao Yang
- grid.13291.380000 0001 0807 1581West China School of Stomatology, Sichuan University, Chengdu, 610041 People’s Republic of China
| | - Ruiying Li
- grid.443397.e0000 0004 0368 7493Department of Oral Pathology, School of Stomatology, Hainan Medical College, Haikou, 571199 People’s Republic of China
| | - Jie Bai
- grid.13402.340000 0004 1759 700XDepartment of Ophthalmology, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, 322000 People’s Republic of China
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Machine learning-based automatic identification and diagnosis of dental caries and calculus using hyperspectral fluorescence imaging. Photodiagnosis Photodyn Ther 2022; 41:103217. [PMID: 36462702 DOI: 10.1016/j.pdpdt.2022.103217] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 11/07/2022] [Accepted: 11/29/2022] [Indexed: 12/05/2022]
Abstract
PURPOSE Precise diagnosis and identification of early dental caries facilitates timely intervention and reverses the progression of the disease. Developing an objective, accurate and rapid caries and calculus automatic identification method advances clinical application and facilitates the promotion and screening of oral health in the community and family. METHODS In this study, based on 122 dental surfaces labeled by professional dentists, hyperspectral fluorescence imaging combined with machine learning algorithms was employed to construct a model for simultaneously diagnosing dental caries and calculus. Model trained by fusion features based on spectra, textures, and colors with the integrated learning algorithm has better performance and stronger generalization capabilities. RESULTS The experimental results showed that the diagnostic model's accuracy, sensitivity, and specificity for identifying four different caries stages and calculus were 98.6%, 98.4%, and 99.6%, respectively. CONCLUSIONS The proposed method can evaluate the whole tooth surface at the pixel level and provides discrimination enhancement and a quantitative parameter, which is expected to be a new approach for early caries diagnosis.
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Ozaki N, Ohtani T, Habu M, Tominaga K, Horio K. Individual Differences in Cut-Out Areas of Oral Images in Oral Mucosal Disease Diagnosis Support System. JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS 2022. [DOI: 10.20965/jaciii.2022.p0217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Oral mucosal disease is likely to cause various disorders after treatment to occur in a domain called the oral cavity. Therefore, we are developing a diagnostic support system for early screening of oral mucosal disease. There is a problem of individual differences in the cut-out of the disease area from the original intraoral image in system development. In this study, we analyzed the relationships between cutout areas, extracted features and classification rates and investigated the relationship between individual differences. Therefore, we focused on how to eliminate the subjects. Group classification was then performed and identification was performed using an oral mucosal diagnosis support system with ensemble learning. The experimental results revealed relationships between the excision range, identification rate, and feature value.
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Walther J, Golde J, Albrecht M, Quirk BC, Scolaro L, Kirk RW, Gruda Y, Schnabel C, Tetschke F, Joehrens K, Haim D, Buckova M, Li J, McLaughlin RA. A handheld fiber-optic probe to enable optical coherence tomography of oral soft tissue. IEEE Trans Biomed Eng 2022; 69:2276-2282. [PMID: 34995178 DOI: 10.1109/tbme.2022.3141241] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
This study presents a highly miniaturized, handheld probe developed for rapid assessment of soft tissue using optical coherence tomography (OCT). OCT is a non-invasive optical technology capable of visualizing the sub-surface structural changes that occur in soft tissue disease such as oral lichen planus. However, usage of OCT in the oral cavity has been limited, as the requirements for high-quality optical scanning have often resulted in probes that are heavy, unwieldy and clinically impractical. In this paper, we present a novel probe that combines an all-fiber optical design with a light-weight magnetic scanning mechanism to provide easy access to the oral cavity. The resulting probe is approximately the size of a pen (10 mm 140 mm) and weighs only 10 grams. To demonstrate the feasibility and high image quality achieved with the probe, imaging is performed on the buccal mucosa and alveolar mucosa during routine clinical assessment of six patients diagnosed with oral lichen planus. Results show the loss of normal tissue structure within the lesion, and contrast this with the clear delineation of tissue layers in adjacent inconspicuous regions. The results also demonstrate the ability of the probe to acquire a three-dimensional data volume by manually sweeping across the surface of the mucosa. The findings of this study show the feasibility of using a small, lightweight probe to identify pathological features in oral soft tissue.
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Kumar G, Jena S, Jnaneswar A, Jha K, Suresan V, Singh A. Advancements in diagnostic techniques for oral cancer detection. Minerva Dent Oral Sci 2021; 71:192-198. [PMID: 34851069 DOI: 10.23736/s2724-6329.21.04637-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Oral malignancy is among the highest prevalent malignancies all over the world. In comparison to systemic malignancies such as lung cancer and colon cancer, they are frequently overlooked by the general public. Nevertheless, they can be exceedingly lethal if left ignored, regardless at the early stage of the condition. Dentists are the finest qualified healthcare specialists in this sector and are responsible for detecting benign and potentially malignant oral conditions such as oral cancers. Oral carcinoma's high prevalence and delayed appearance are serious international medical concerns. Early detection and management of oral carcinoma are the key goals of the World Health Organization (WHO). The identification of key clinical manifestations during the preliminary oral examination can enhance the patient's likelihood of living. Unfortunately, the conventional technology's practical value is limited by a number of drawbacks. Current advancements in optical scanning techniques, such as tissue-fluorescence imaging and optical coherence tomography, have proven to be quite effective. In particular, nanoparticle-based immunosensors, genomics, and salivary biomarkers, epigenetics and microarray have all received a lot of attention. Raising awareness about frequent dental examinations and using noninvasive, effective, and cost-effective screening tools would improve initial stage detection of oral carcinoma and improve patients' longevity.
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Affiliation(s)
- Gunjan Kumar
- Department of Public Health Dentistry, Kalinga Institute of Dental Science, KIIT Deemed to be University, Bhubaneswar, India
| | - Samikshya Jena
- Department of Public Health Dentistry, Kalinga Institute of Dental Science, KIIT Deemed to be University, Bhubaneswar, India -
| | - Avinash Jnaneswar
- Department of Public Health Dentistry, Kalinga Institute of Dental Science, KIIT Deemed to be University, Bhubaneswar, India
| | - Kunal Jha
- Department of Public Health Dentistry, Kalinga Institute of Dental Science, KIIT Deemed to be University, Bhubaneswar, India
| | - Vinay Suresan
- Department of Public Health Dentistry, Kalinga Institute of Dental Science, KIIT Deemed to be University, Bhubaneswar, India
| | - Arpita Singh
- KIIT Deemed to be University, Bhubaneswar, Odisha, India
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Ilhan B, Guneri P, Wilder-Smith P. The contribution of artificial intelligence to reducing the diagnostic delay in oral cancer. Oral Oncol 2021; 116:105254. [PMID: 33711582 DOI: 10.1016/j.oraloncology.2021.105254] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Revised: 02/11/2021] [Accepted: 02/24/2021] [Indexed: 02/07/2023]
Abstract
Oral cancer (OC) is the sixth most commonly reported malignant disease globally, with high rates of disease-related morbidity and mortality due to advanced loco-regional stage at diagnosis. Early detection and prompt treatment offer the best outcomes to patients, yet the majority of OC lesions are detected at late stages with 45% survival rate for 2 years. The primary cause of poor OC outcomes is unavailable or ineffective screening and surveillance at the local point-of-care level, leading to delays in specialist referral and subsequent treatment. Lack of adequate awareness of OC among the public and professionals, and barriers to accessing health care services in a timely manner also contribute to delayed diagnosis. As image analysis and diagnostic technologies are evolving, various artificial intelligence (AI) approaches, specific algorithms and predictive models are beginning to have a considerable impact in improving diagnostic accuracy for OC. AI based technologies combined with intraoral photographic images or optical imaging methods are under investigation for automated detection and classification of OC. These new methods and technologies have great potential to improve outcomes, especially in low-resource settings. Such approaches can be used to predict oral cancer risk as an adjunct to population screening by providing real-time risk assessment. The objective of this study is to (1) provide an overview of components of delayed OC diagnosis and (2) evaluate novel AI based approaches with respect to their utility and implications for improving oral cancer detection.
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Affiliation(s)
- Betul Ilhan
- Ege University, Faculty of Dentistry, Department of Oral & Maxillofacial Radiology, Bornova, Izmir, Turkey.
| | - Pelin Guneri
- Ege University, Faculty of Dentistry, Department of Oral & Maxillofacial Radiology, Bornova, Izmir, Turkey
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Albrecht M, Schnabel C, Mueller J, Golde J, Koch E, Walther J. In Vivo Endoscopic Optical Coherence Tomography of the Healthy Human Oral Mucosa: Qualitative and Quantitative Image Analysis. Diagnostics (Basel) 2020; 10:E827. [PMID: 33076312 PMCID: PMC7602587 DOI: 10.3390/diagnostics10100827] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 10/08/2020] [Accepted: 10/10/2020] [Indexed: 12/18/2022] Open
Abstract
To date, there is still a lack of reliable imaging modalities to improve the quality of consultation, diagnostic and medical examinations of the oral mucosa in dentistry. Even though, optical technologies have become an important element for the detection and treatment of different diseases of soft tissue, for the case of oral screenings the evidence of the benefit in comparison to conventional histopathology is mostly still pending. One promising optical technology for oral diagnostics is optical coherence tomography (OCT). To prove the potential of OCT, even the amount of freely accessible OCT data is not sufficient to describe the variance of healthy human oral soft tissue in vivo. In order to remedy this deficiency, the present study provides in vivo OCT cross sections of the human oral mucosa of the anterior and posterior oral cavity as well as the oropharynx of 47 adult volunteers. A collection of representative OCT cross sections forms the basis for a randomized blinded image analysis by means of seven criteria to assess the main features of the superficial layers of the human oral mucosa and to determine its correlation to regional features known from hematoxylin and eosin (HE) stained histology.
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Affiliation(s)
- Marius Albrecht
- Department of Medical Physics and Biomedical Engineering, Technische Universitaet Dresden, Carl Gustav Carus Faculty of Medicine, Fetscherstraße 74, 01307 Dresden, Germany; (M.A.); (C.S.)
| | - Christian Schnabel
- Department of Medical Physics and Biomedical Engineering, Technische Universitaet Dresden, Carl Gustav Carus Faculty of Medicine, Fetscherstraße 74, 01307 Dresden, Germany; (M.A.); (C.S.)
- Department of Anesthesiology and Intensive Care Medicine, Technische Universität Dresden, Clinical Sensoring and Monitoring, Carl Gustav Carus Faculty of Medicine, Fetscherstraße 74, 01307 Dresden, Germany; (J.M.); (J.G.); (E.K.)
| | - Juliane Mueller
- Department of Anesthesiology and Intensive Care Medicine, Technische Universität Dresden, Clinical Sensoring and Monitoring, Carl Gustav Carus Faculty of Medicine, Fetscherstraße 74, 01307 Dresden, Germany; (J.M.); (J.G.); (E.K.)
| | - Jonas Golde
- Department of Anesthesiology and Intensive Care Medicine, Technische Universität Dresden, Clinical Sensoring and Monitoring, Carl Gustav Carus Faculty of Medicine, Fetscherstraße 74, 01307 Dresden, Germany; (J.M.); (J.G.); (E.K.)
| | - Edmund Koch
- Department of Anesthesiology and Intensive Care Medicine, Technische Universität Dresden, Clinical Sensoring and Monitoring, Carl Gustav Carus Faculty of Medicine, Fetscherstraße 74, 01307 Dresden, Germany; (J.M.); (J.G.); (E.K.)
| | - Julia Walther
- Department of Medical Physics and Biomedical Engineering, Technische Universitaet Dresden, Carl Gustav Carus Faculty of Medicine, Fetscherstraße 74, 01307 Dresden, Germany; (M.A.); (C.S.)
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12
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A Sensitive Fibre Optic Probe for Autofluorescence Spectroscopy of Oral Tongue Cancer: Monte Carlo Simulation Study. BIOMED RESEARCH INTERNATIONAL 2020; 2020:1936570. [PMID: 32337228 PMCID: PMC7168752 DOI: 10.1155/2020/1936570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Revised: 03/11/2020] [Accepted: 03/25/2020] [Indexed: 11/17/2022]
Abstract
The objective of this paper is to determine the best optical probe configuration that would help to detect neoplastic lesions in oral tongue epithelial tissue. Three geometrical configurations are investigated. The first one is a single-fibre probe with different fibre diameters. The second one is a multitilted fibre probe that employs different tilting angles for emission and collection fibres. While the third one is a multidiameter probe that employs different fibre diameters and distances between the emission and the collection fibres. All probes were evaluated for their depth-limited sensitivity in the epithelium layer of the tongue. Probes that showed efficient sensitivities were then compared for their fluorescence intensities acquired from both tissue types. The sensitivity for the first two types of probes was found to be roughly comparable. However, the differentiation capability of the multitilted fibre probe between dysplastic and healthy tissue was found to be noticeably larger by 30% of that of the single-fibre probe. The third type showed more sensitivity to fluorescence emerging from deeper layers. Finally, the proposed configuration is presented and proved to achieve higher sensitivity for both superficial and deep layers.
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13
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Lai YC, Chiu CH, Cai ZQ, Lin JY, Yao CY, Lyu DY, Lee SY, Chen KW, Chen IY. OCT-Based Periodontal Inspection Framework. SENSORS (BASEL, SWITZERLAND) 2019; 19:E5496. [PMID: 31842494 PMCID: PMC6960521 DOI: 10.3390/s19245496] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 12/07/2019] [Accepted: 12/09/2019] [Indexed: 11/23/2022]
Abstract
Periodontal diagnosis requires discovery of the relations among teeth, gingiva (i.e., gums), and alveolar bones, but alveolar bones are inside gingiva and not visible for inspection. Traditional probe examination causes pain, and X-ray based examination is not suited for frequent inspection. This work develops an automatic non-invasive periodontal inspection framework based on gum penetrative Optical Coherence Tomography (OCT), which can be frequently applied without high radiation. We sum up interference responses of all penetration depths for all shooting directions respectively to form the shooting amplitude projection. Because the reaching interference strength decays exponentially with tissues' penetration depth, this projection mainly reveals the responses of the top most gingiva or teeth. Since gingiva and teeth have different air-tissue responses, the gumline, revealing itself as an obvious boundary between teeth and gingiva, is the basis line for periodontal inspection. Our system can also automatically identify regions of gingiva, teeth, and alveolar bones from slices of the cross-sectional volume. Although deep networks can successfully and possibly segment noisy maps, reducing the number of manually labeled maps for training is critical for our framework. In order to enhance the effectiveness and efficiency of training and classification, we adjust Snake segmentation to consider neighboring slices in order to locate those regions possibly containing gingiva-teeth and gingiva-alveolar boundaries. Additionally, we also adapt a truncated direct logarithm based on the Snake-segmented region for intensity quantization to emphasize these boundaries for easier identification. Later, the alveolar-gingiva boundary point directly under the gumline is the desired alveolar sample, and we can measure the distance between the gumline and alveolar line for visualization and direct periodontal inspection. At the end, we experimentally verify our choice in intensity quantization and boundary identification against several other algorithms while applying the framework to locate gumline and alveolar line in vivo data successfully.
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Affiliation(s)
- Yu-Chi Lai
- Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan; (Y.-C.L.); (C.-H.C.); (Z.-Q.C.); (J.-Y.L.); (K.-W.C.); (I.-Y.C.)
| | - Chia-Hsing Chiu
- Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan; (Y.-C.L.); (C.-H.C.); (Z.-Q.C.); (J.-Y.L.); (K.-W.C.); (I.-Y.C.)
| | - Zhong-Qi Cai
- Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan; (Y.-C.L.); (C.-H.C.); (Z.-Q.C.); (J.-Y.L.); (K.-W.C.); (I.-Y.C.)
| | - Jin-Yang Lin
- Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan; (Y.-C.L.); (C.-H.C.); (Z.-Q.C.); (J.-Y.L.); (K.-W.C.); (I.-Y.C.)
| | - Chih-Yuan Yao
- Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan; (Y.-C.L.); (C.-H.C.); (Z.-Q.C.); (J.-Y.L.); (K.-W.C.); (I.-Y.C.)
| | - Dong-Yuan Lyu
- Department of Dentistry, National Yang-Ming University, Taipei 112, Taiwan; (D.-Y.L.)
| | - Shyh-Yuan Lee
- Department of Dentistry, National Yang-Ming University, Taipei 112, Taiwan; (D.-Y.L.)
- Department of Stomatology, Taipei Veterans General Hospital, Taipei 112, Taiwan
- Department of Dentistry, Taipei City Hospital, Taipei 103, Taiwan
| | - Kuo-Wei Chen
- Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan; (Y.-C.L.); (C.-H.C.); (Z.-Q.C.); (J.-Y.L.); (K.-W.C.); (I.-Y.C.)
| | - I-Yu Chen
- Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan; (Y.-C.L.); (C.-H.C.); (Z.-Q.C.); (J.-Y.L.); (K.-W.C.); (I.-Y.C.)
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Weyers BW, Marsden M, Sun T, Bec J, Bewley AF, Gandour-Edwards RF, Moore MG, Farwell DG, Marcu L. Fluorescence lifetime imaging for intraoperative cancer delineation in transoral robotic surgery. TRANSLATIONAL BIOPHOTONICS 2019; 1:e201900017. [PMID: 32656529 PMCID: PMC7351319 DOI: 10.1002/tbio.201900017] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Accepted: 10/20/2019] [Indexed: 11/08/2022] Open
Abstract
This study evaluates the potential for fluorescence lifetime imaging (FLIm) to enhance intraoperative decisionmaking during robotic-assisted surgery of oropharyngeal cancer. Using a custom built FLIm instrument integrated with the da Vinci robotic surgical platform, we first demonstrate that cancer in epithelial tissue diagnosed by histopathology can be differentiated from surrounding healthy epithelial tissue imaged in vivo prior to cancer resection and ex vivo on the excised specimen. Second, we study the fluorescence properties of tissue imaged in vivo at surgical resection margins (tumor bed). Fluorescence lifetimes and spectral intensity ratios were calculated for three spectral channels, producing a set of six FLIm parameters. Current results from 10 patients undergoing TORS procedures demonstrate that healthy epithelium can be resolved from cancer (P < .001) for at least one FLIm parameter. We also showed that a multiparameter linear discriminant analysis approach provides superior discrimination to individual FLIm parameters for tissue imaged both in vivo and ex vivo. Overall, this study highlights the potential for FLIm to be developed into a diagnostic tool for clinical cancer applications of the oropharynx. This technique could help to circumvent the issues posed by the lack of tactile feedback associated with robotic surgical platforms to better enable cancer delineation.
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Affiliation(s)
- Brent W. Weyers
- Department of Biomedical Engineering, University of California, Davis, California
| | - Mark Marsden
- Department of Biomedical Engineering, University of California, Davis, California
| | - Tianchen Sun
- Department of Computer Science, University of California, Davis, California
| | - Julien Bec
- Department of Biomedical Engineering, University of California, Davis, California
| | - Arnaud F. Bewley
- Department of Otolaryngology, University of California, Davis, California
| | | | - Michael G. Moore
- Department of Otolaryngology, University of California, Davis, California
| | - D. Gregory Farwell
- Department of Otolaryngology, University of California, Davis, California
| | - Laura Marcu
- Department of Biomedical Engineering, University of California, Davis, California
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15
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Lai YC, Lin JY, Yao CY, Lyu DY, Lee SY, Chen KW, Chen IY. Interactive OCT-Based Tooth Scan and Reconstruction. SENSORS (BASEL, SWITZERLAND) 2019; 19:E4234. [PMID: 31569554 PMCID: PMC6806294 DOI: 10.3390/s19194234] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 09/27/2019] [Accepted: 09/27/2019] [Indexed: 11/17/2022]
Abstract
Digital dental reconstruction can be a more efficient and effective mechanism for artificial crown construction and period inspection. However, optical methods cannot reconstruct those portions under gums, and X-ray-based methods have high radiation to limit their applied frequency. Optical coherence tomography (OCT) can harmlessly penetrate gums using low-coherence infrared rays, and thus, this work designs an OCT-based framework for dental reconstruction using optical rectification, fast Fourier transform, volumetric boundary detection, and Poisson surface reconstruction to overcome noisy imaging. Additionally, in order to operate in a patient's mouth, the caliber of the injector is small along with its short penetration depth and effective operation range, and thus, reconstruction requires multiple scans from various directions along with proper alignment. However, flat regions, such as the mesial side of front teeth, may not have enough features for alignment. As a result, we design a scanning order for different types of teeth starting from an area of abundant features for easier alignment while using gyros to track scanned postures for better initial orientations. It is important to provide immediate feedback for each scan, and thus, we accelerate the entire signal processing, boundary detection, and point-cloud alignment using Graphics Processing Units (GPUs) while streamlining the data transfer and GPU computations. Finally, our framework can successfully reconstruct three isolated teeth and a side of one living tooth with comparable precisions against the state-of-art method. Moreover, a user study also verifies the effectiveness of our interactive feedback for efficient and fast clinic scanning.
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Affiliation(s)
- Yu-Chi Lai
- Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan; (Y.-C.L.); (J.-Y.L.); (K.-W.C.); (I.-Y.C.)
| | - Jin-Yang Lin
- Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan; (Y.-C.L.); (J.-Y.L.); (K.-W.C.); (I.-Y.C.)
| | - Chih-Yuan Yao
- Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan; (Y.-C.L.); (J.-Y.L.); (K.-W.C.); (I.-Y.C.)
| | - Dong-Yuan Lyu
- Department of Dentistry, National Yang-Ming University, Taipei 112, Taiwan; (D.-Y.L.); (S.-Y.L.)
| | - Shyh-Yuan Lee
- Department of Dentistry, National Yang-Ming University, Taipei 112, Taiwan; (D.-Y.L.); (S.-Y.L.)
- Department of Stomatology, Taipei Veterans General Hospital, Taipei 112, Taiwan
- Department of Dentistry, Taipei City Hospital, Taipei 103, Taiwan
| | - Kuo-Wei Chen
- Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan; (Y.-C.L.); (J.-Y.L.); (K.-W.C.); (I.-Y.C.)
| | - I-Yu Chen
- Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan; (Y.-C.L.); (J.-Y.L.); (K.-W.C.); (I.-Y.C.)
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16
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Abstract
High incidence of oral carcinoma and its late-stage presentation are the major global healthcare issues. The World Health Organization (WHO) has set early diagnosis and prevention of oral cancer as their primary objective. It is important to consider the time of oral screening, as it plays a pivotal role in understanding the disease prognosis. Critical signs and symptoms that can be identified during initial oral screening can improve the chances of patient's survival. Reports suggest that socio-economic factors, lack of public awareness and delays from primary health care centers are few of the major parameters that contribute to patient's mortality and morbidity. Conventional technique of visual examination of the oral lesion can effectively monitor patient mortality when exposed to risk factors. However, several disadvantages limit the clinical utility of this technique. Thus, screening aids that efficiently differentiate between a benign and malignant lesion as well as deliver information about early OSCC can ameliorate the complications associated with oral cancer diagnosis. Recent advances in optical imaging systems, such as tissue-fluorescence imaging and optical coherence tomography have been proved to be considerably efficient. Additionally, extensive research has been directed towards nanoparticle-based immunosensors, DNA analysis, and salivary proteomics. However, lack of proper clinical trials and correlation with biopsy result hinder the usage of these screening techniques in clinics. In this review, we highlight the importance of early diagnosis of oral cancer as well as discuss about the effectiveness and limitations of the recent diagnostic aids. It can be stated that public awareness regarding routine oral examination and employing screening methods that are non-invasive, robust, and economic, would enhance early stage diagnosis of oral cancer and have a positive impact on patient's survival.
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17
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Tetschke F, Kirsten L, Golde J, Walther J, Galli R, Koch E, Hannig C. Application of optical and spectroscopic technologies for the characterization of carious lesions in vitro. ACTA ACUST UNITED AC 2018; 63:595-602. [DOI: 10.1515/bmt-2017-0133] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Accepted: 07/18/2018] [Indexed: 01/30/2023]
Abstract
Abstract
The detection of the beginning demineralization process of dental hard tissue remains a challenging task in dentistry. As an alternative to bitewing radiographs, optical and spectroscopic technologies showed promising results for caries diagnosis. The aim of the present work is to give an overview of optical and spectroscopic properties of healthy and carious human teeth in vitro by means of Raman spectroscopy (RS), optical coherence tomography (OCT) and hyperspectral imaging (HSI). OCT was able to represent microstructural changes below the enamel surface and revealed increased scattering for white spot lesions and a white scattering trail for deeper lesions. HSI showed similar absorbance characteristics for healthy and demineralized enamel over the entire spectrum and a characteristic absorbance peak at 550 nm for discolored lesions. Already at early carious stages (white spot), we found a distinct loss of hydroxylapatite-related intensity at 959 cm−1 in demineralized regions with RS. Healthy and demineralized tooth surfaces can be distinguished at different signal levels by means of RS, OCT and HSI. The presented modalities provide additional information to the current clinical diagnosis of caries such as microstructural changes, quantification of the demineralization and imaging of caries-related chemical changes.
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Affiliation(s)
- Florian Tetschke
- Technische Universität Dresden , Faculty of Medicine Carl Gustav Carus , Clinic of Operative and Pediatric Dentistry , Dresden , Germany
- Technische Universität Dresden , Faculty of Medicine Carl Gustav Carus, Department of Anesthesiology and Intensive Care Medicine , Clinical Sensoring and Monitoring , Dresden , Germany
| | - Lars Kirsten
- Technische Universität Dresden , Faculty of Medicine Carl Gustav Carus, Department of Anesthesiology and Intensive Care Medicine , Clinical Sensoring and Monitoring , Dresden , Germany
| | - Jonas Golde
- Technische Universität Dresden , Faculty of Medicine Carl Gustav Carus, Department of Anesthesiology and Intensive Care Medicine , Clinical Sensoring and Monitoring , Dresden , Germany
| | - Julia Walther
- Technische Universität Dresden , Faculty of Medicine Carl Gustav Carus, Department of Anesthesiology and Intensive Care Medicine , Clinical Sensoring and Monitoring , Dresden , Germany
- Technische Universität Dresden , Faculty of Medicine Carl Gustav Carus, Departement of Medical Physics and Biomedical Engineering , Dresden , Germany
| | - Roberta Galli
- Technische Universität Dresden , Faculty of Medicine Carl Gustav Carus, Department of Anesthesiology and Intensive Care Medicine , Clinical Sensoring and Monitoring , Dresden , Germany
| | - Edmund Koch
- Technische Universität Dresden , Faculty of Medicine Carl Gustav Carus, Department of Anesthesiology and Intensive Care Medicine , Clinical Sensoring and Monitoring , Dresden , Germany
| | - Christian Hannig
- Technische Universität Dresden , Faculty of Medicine Carl Gustav Carus , Clinic of Operative and Pediatric Dentistry , Dresden , Germany
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18
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Wei W, Choi WJ, Wang RK. Microvascular imaging and monitoring of human oral cavity lesions in vivo by swept-source OCT-based angiography. Lasers Med Sci 2017; 33:123-134. [PMID: 29038969 DOI: 10.1007/s10103-017-2350-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2017] [Accepted: 10/01/2017] [Indexed: 01/23/2023]
Abstract
We report the development of optical coherence tomography- (OCT) based angiography (OCTA) to image blood flow within microcirculatory tissue beds in human oral cavity in vivo with a field of view at 10 mm × 10 mm. Three-dimensional (3D) structural and vascular images of labial mucosa tissue are obtained at a single 3D acquisition. Pathologic mucosal sites with mouth ulcers are examined using the OCT tomograms and angiograms, upon which to monitor the lesion healing process over a period of 2 weeks. Quantitative metrics of the capillary loop density within the lamina propria layer are evaluated, providing statistically significant difference between healthy and diseased conditions over time. Furthermore, tissue anatomy and vessel morphology of other susceptible sites to ulcer, such as tongue, alveolar mucosa, and labial frenulum, are also imaged to demonstrate the promise of the proposed method as a clinically useful tool for the diagnosis and monitoring of therapeutic treatment of oral tissue abnormalities.
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Affiliation(s)
- Wei Wei
- Department of Bioengineering, University of Washington, 3720 15th Ave NE, Seattle, WA, 98195, USA
| | - Woo June Choi
- Department of Bioengineering, University of Washington, 3720 15th Ave NE, Seattle, WA, 98195, USA
| | - Ruikang K Wang
- Department of Bioengineering, University of Washington, 3720 15th Ave NE, Seattle, WA, 98195, USA.
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19
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Awan KH, Patil S. Efficacy of Autofluorescence Imaging as an Adjunctive Technique for Examination and Detection of Oral Potentially Malignant Disorders: A Systematic Review. J Contemp Dent Pract 2015; 16:744-9. [PMID: 26522601 DOI: 10.5005/jp-journals-10024-1751] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
BACKGROUND Oral cancer is a serious global issue and early diagnosis of oral cancer is the key in reducing the high mortality rate. Autofluorescence properties of oral mucosa have been gaining interest in the field of early diagnosis of oral premalignant lesions. OBJECTIVE The aim of the study was to evaluate the clinical usefulness of an autofluorescence based imaging system to detect oral premalignant and malignant lesions. MATERIALS AND METHODS A systematic review of the English-language literature to evaluate the effectiveness of visually enhanced lesion scope (VELscope) published between 1966 and March, 2014 was undertaken. Data relating to study design, sampling and characteristics of the study group, interventions, and reported outcomes and diagnostic value of VELscope were abstracted from articles meeting inclusion and exclusion criteria. RESULTS Eleven articles that met the inclusion criteria were included. In nine studies, all the lesions underwent histological assessment, whereas the remaining four studies only performed histological assessment on suspicious lesions. Visually enhanced lesion scope showed high sensitivity values in detecting oral premalignant and malignant lesions. However, most of the studies reported it inability in discriminating dysplasia cases from nondysplasia cases. CONCLUSION There is insufficient evidence to support the use of VELscope in primary care setting, however, they may be useful in hands of a specialist.
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Affiliation(s)
- Kamran Habib Awan
- Assistant Professor, Department of Oral Medicine and Diagnostic Sciences College of Dentistry, King Saud University, Riyadh, Saudi Arabia, Phone: (966) (1) 467-7422, e-mail:
| | - Shankargouda Patil
- Department of Oral Pathology, Faculty of Dental Sciences MS Ramaiah University of Applied Sciences, Bengaluru Karnataka, India
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Kao MC, Lin CL, Kung CY, Huang YF, Kuo WC. Miniature endoscopic optical coherence tomography for calculus detection. APPLIED OPTICS 2015; 54:7419-7423. [PMID: 26368780 DOI: 10.1364/ao.54.007419] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
The effective treatment of periodontitis involves the detection and removal of subgingival dental calculus. However, subgingival calculus is more difficult to detect than supragingival calculus because it is firmly attached to root surfaces within periodontal pockets. To achieve a smooth root surface, clinicians often remove excessive amounts of root structure because of decreased visibility. In addition, enamel pearl, a rare type of ectopic enamel formation on the root surface, can easily be confused with dental calculus in the subgingival environment. In this study, we developed a fiber-probe swept-source optical coherence tomography (SSOCT) technique and combined it with the quantitative measurement of an optical parameter [standard deviation (SD) of the optical coherence tomography (OCT) intensity] to differentiate subgingival calculus from sound enamel, including enamel pearl. Two-dimensional circumferential images were constructed by rotating the miniprobe (0.9 mm diameter) while acquiring image lines, and the adjacent lines in each rotation were stacked to generate a three-dimensional volume. In OCT images, compared to sound enamel and enamel pearls, dental calculus showed significant differences (P<0.001) in SD values. Finally, the receiver operating characteristic curve had a high capacity (area under the curve=0.934) for discriminating between healthy regions (including enamel pearl) and dental calculus.
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21
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Lee AMD, Cahill L, Liu K, MacAulay C, Poh C, Lane P. Wide-field in vivo oral OCT imaging. BIOMEDICAL OPTICS EXPRESS 2015; 6:2664-74. [PMID: 26203389 PMCID: PMC4505717 DOI: 10.1364/boe.6.002664] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2015] [Revised: 06/18/2015] [Accepted: 06/19/2015] [Indexed: 05/02/2023]
Abstract
We have built a polarization-sensitive swept source Optical Coherence Tomography (OCT) instrument capable of wide-field in vivo imaging in the oral cavity. This instrument uses a hand-held side-looking fiber-optic rotary pullback catheter that can cover two dimensional tissue imaging fields approximately 2.5 mm wide by up to 90 mm length in a single image acquisition. The catheter spins at 100 Hz with pullback speeds up to 15 mm/s allowing imaging of areas up to 225 mm(2) field-of-view in seconds. A catheter sheath and two optional catheter sheath holders have been designed to allow imaging at all locations within the oral cavity. Image quality of 2-dimensional image slices through the data can be greatly enhanced by averaging over the orthogonal dimension to reduce speckle. Initial in vivo imaging results reveal a wide-field view of features such as epithelial thickness and continuity of the basement membrane that may be useful in clinic for chair-side management of oral lesions.
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Affiliation(s)
- Anthony M. D. Lee
- Department of Integrative Oncology - Cancer Imaging Unit, British Columbia Cancer Research Centre, Vancouver, BC, V5Z 1L3, Canada
| | - Lucas Cahill
- Department of Integrative Oncology - Cancer Imaging Unit, British Columbia Cancer Research Centre, Vancouver, BC, V5Z 1L3, Canada
| | - Kelly Liu
- Department of Integrative Oncology - Cancer Imaging Unit, British Columbia Cancer Research Centre, Vancouver, BC, V5Z 1L3, Canada
| | - Calum MacAulay
- Department of Integrative Oncology - Cancer Imaging Unit, British Columbia Cancer Research Centre, Vancouver, BC, V5Z 1L3, Canada
| | - Catherine Poh
- Department of Integrative Oncology - Cancer Imaging Unit, British Columbia Cancer Research Centre, Vancouver, BC, V5Z 1L3, Canada
- Faculty of Dentistry, University of British Columbia, Vancouver, BC, V6T 1Z3, Canada
| | - Pierre Lane
- Department of Integrative Oncology - Cancer Imaging Unit, British Columbia Cancer Research Centre, Vancouver, BC, V5Z 1L3, Canada
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22
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Rashid A, Warnakulasuriya S. The use of light-based (optical) detection systems as adjuncts in the detection of oral cancer and oral potentially malignant disorders: a systematic review. J Oral Pathol Med 2014; 44:307-28. [PMID: 25183259 DOI: 10.1111/jop.12218] [Citation(s) in RCA: 74] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/12/2014] [Indexed: 12/24/2022]
Abstract
INTRODUCTION In recent decades, optical techniques utilising the principles of chemiluminescence and tissue autofluorescence have emerged to facilitate the early detection of any oral mucosal changes suspicious of cancer. PURPOSE To evaluate the effectiveness of devices that utilise the principles of chemiluminescence and tissue autofluorescence as adjuncts in the detection of oral cancer and oral potentially malignant disorders (OPMDs). METHODS A systematic review of the published literature to evaluate the effectiveness of the ViziLite(®) and ViziLite(®) Plus with toluidine blue, MicroLux™/DL and the VELscope™ as aids in the detection of oral cancer and OPMDs. RESULTS Twenty-five primary studies published between 2004 and 2013 satisfied our criteria for selection - 13 utilised chemiluminescence and 12 tissue autofluorescence. Some had utilised both study methods on the same population. Chemiluminescence shows good sensitivity at detecting any OPMDs and oral cancer. However, it preferentially detects leukoplakia and may fail to spot red patches. The additive use of toluidine blue may improve specificity. Tissue autofluorescence is sensitive at detecting white, red and white and red patches, and the area of fluorescence visualisation loss (FVL) often extends beyond the clinically visible lesion. However, in addition to OPMDs, VELScope may detect erythematous lesions of benign inflammation resulting in false-positive test results. CONCLUSION There is limited evidence for their use in primary care, and these tools are better suited to specialist clinics in which there is a higher prevalence of disease and where experienced clinicians may better discriminate between benign and malignant lesions.
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Affiliation(s)
- A Rashid
- Department of Oral and Maxillofacial Surgery, King's College Hospital, London, UK
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23
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Usenik P, Bürmen M, Fidler A, Pernuš F, Likar B. Near-infrared hyperspectral imaging of water evaporation dynamics for early detection of incipient caries. J Dent 2014; 42:1242-7. [PMID: 25150104 DOI: 10.1016/j.jdent.2014.08.007] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2014] [Revised: 08/08/2014] [Accepted: 08/12/2014] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVES Incipient caries is characterized as demineralization of the tooth enamel reflecting in increased porosity of enamel structure. As a result, the demineralized enamel may contain increased amount of water, and exhibit different water evaporation dynamics than the sound enamel. The objective of this paper is to assess the applicability of water evaporation dynamics of sound and demineralized enamel for detection and quantification of incipient caries using near-infrared hyperspectral imaging. METHODS The time lapse of water evaporation from enamel samples with artificial and natural caries lesions of different stages was imaged by a near-infrared hyperspectral imaging system. Partial least squares regression was used to predict the water content from the acquired spectra. The water evaporation dynamics was characterized by a first order logarithmic drying model. The calculated time constants of the logarithmic drying model were used as the discriminative feature. RESULTS The conducted measurements showed that demineralized enamel contains more water and exhibits significantly faster water evaporation than the sound enamel. By appropriate modelling of the water evaporation process from the enamel surface, the contrast between the sound and demineralized enamel observed in the individual near infrared spectral images can be substantially enhanced. CONCLUSIONS The presented results indicate that near-infrared based prediction of water content combined with an appropriate drying model presents a strong foundation for development of novel diagnostic tools for incipient caries detection. CLINICAL SIGNIFICANCE The results of the study enhance the understanding of the water evaporation process from the sound and demineralized enamel and have significant implications for the detection of incipient caries by near-infrared hyperspectral imaging.
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Affiliation(s)
- Peter Usenik
- University of Ljubljana, Faculty of Electrical Engineering, Tržaška 25, SI-1000 Ljubljana, Slovenia.
| | - Miran Bürmen
- University of Ljubljana, Faculty of Electrical Engineering, Tržaška 25, SI-1000 Ljubljana, Slovenia.
| | - Aleš Fidler
- University of Ljubljana, Faculty of Medicine, Hrvatski trg 6, SI-1000 Ljubljana, Slovenia.
| | - Franjo Pernuš
- University of Ljubljana, Faculty of Electrical Engineering, Tržaška 25, SI-1000 Ljubljana, Slovenia.
| | - Boštjan Likar
- University of Ljubljana, Faculty of Electrical Engineering, Tržaška 25, SI-1000 Ljubljana, Slovenia.
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Abstract
UNLABELLED An update and overview of the use of optical coherence tomography (OCT) in dentistry is described. Specific aspects discussed include the evolution of the technology and the basic process of light beam interference used to obtain OCT images. In addition, aspects of the optical properties of dentine and enamel and the range of current diagnostic applications of OCT in dentistry are reviewed. CLINICAL RELEVANCE The technique of optical coherence tomography is considered to be significant since the technology involved allows imaging using light to around 2-3 mm in teeth and can, for example, allow the extent and progression of carious lesions to be determined.
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25
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Holtzman JS, Ballantine J, Fontana M, Wang A, Calantog A, Benavides E, Gonzalez-Cabezas C, Chen Z, Wilder-Smith P. Assessment of early occlusal caries pre- and post-sealant application--an imaging approach. Lasers Surg Med 2014; 46:499-507. [PMID: 24729412 DOI: 10.1002/lsm.22249] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/16/2014] [Indexed: 12/26/2022]
Abstract
BACKGROUND AND OBJECTIVE Clinicians have difficulty assessing and monitoring early occlusal caries. Traditional clinical exam and radiographs are unable to detect the subtle alterations in enamel indicative of de- or re-mineralization, particularly under dental sealants. Although clinicians have used laser fluorescence (LF) to address this gap, this modality has demonstrated weak correlation with histology. The International Caries Detection and Assessment System (ICDAS-II) has demonstrated high sensitivity and specificity for caries detection, but since it is based on visual assessment, it is of no use in areas beneath the most commonly used dental sealants which are opaque. Optical coherence tomography (OCT) is an emergent assessment tool which has demonstrated great promise in detecting and quantifying caries, including areas beneath commonly used dental sealants and composites. However, OCT has not yet been widely integrated into clinical dental practice, perhaps because OCT imaging does not provide an easily accessible diagnostic outcome for clinicians. The objective of this ex vivo study was to use OCT-images of sound and carious occlusal surfaces in combination with a simple algorithm to compare the caries detection ability of OCT with tools clinicians may be more familiar with (LF and radiography), and with an established valid and reliable clinical assessment tool (ICDAS-II). STUDY DESIGN/MATERIALS AND METHODS One hundred twenty extracted teeth with sound or naturally carious occlusal surfaces were imaged with OCT, LF, radiography, and examined clinically with the ICDAS-II. Teeth were randomized to one of two dental sealants recommended for use with LF. A novel simple algorithm was used to interpret OCT-based images. The accuracy of caries severity assessments of the OCT-based diagnosis, LF, ICDAS-II, and digital radiography were compared to the 4-point histological analysis gold standard. RESULTS OCT and ICDAS-II caries severity assessments demonstrated high sensitivity (94.0%; 92.3%) and specificity (85.0%; 83.3%), LF demonstrated low sensitivity (65.2%) but high specificity (97.6%), and digital radiography demonstrated low sensitivity (67.1%) with moderate specificity (79.5%) on unsealed occlusal surfaces. OCT-based caries severity assessments of sealed teeth demonstrated high specificity (97.6%), sensitivity (89.9%), excellent positive predictive value (98.6%), and negative predictive value (83.3%). Despite our use of LF recommended dental sealants, in the presence of sealants, LF assessment of caries severity demonstrated high sensitivity (95.1%), but extremely low specificity (10.3%), positive predictive value (68.8%), and negative predictive value (50.0%). CONCLUSION This study found that OCT-based imaging combined with a simple diagnostic algorithm accurately assessed the severity of natural early caries on occlusal surfaces in extracted teeth both in the absence and presence of dental sealant. The findings of this study support the clinical use of OCT imaging for assessment and monitoring progression of early non-cavitated caries lesions on occlusal surfaces including areas under dental sealants.
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Affiliation(s)
- Jennifer S Holtzman
- School of Dentistry, University of California Los Angeles, Los Angeles, California, 90095
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26
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Abstract
Diagnostic imaging techniques have evolved with technological advancements - but how far? The objective of this article was to explore the electromagnetic spectrum to find imaging techniques which may deliver diagnostic information of equal, or improved, standing to conventional radiographs and to explore any developments within radiography which may yield improved diagnostic data. A comprehensive literature search was performed using Medline, Web of Knowledge, Science Direct and PubMed Databases. Boolean Operators were used and key-terms included (not exclusively): terahertz, X-ray, ultraviolet, visible, infra-red, magnetic resonance, dental, diagnostic, caries and periodontal. Radiographic techniques are primarily used for diagnostic imaging in dentistry, and continued developments in X-ray imaging include: phase contrast, darkfield and spectral imaging. Other modalities have potential application, for example, terahertz, laser doppler and optical techniques, but require further development. In particular, infra-red imaging has regenerated interest with caries detection in vitro, due to improved quality and accessibility of cameras. Non-ionising imaging techniques, for example, infra-red, are becoming more commensurate with traditional radiographic techniques for caries detection. Nevertheless, X-rays continue to be the leading diagnostic image for dentists, with improved diagnostic potential for lower radiation dose becoming a reality.
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Dental optical coherence tomography. SENSORS 2013; 13:8928-49. [PMID: 23857261 PMCID: PMC3758630 DOI: 10.3390/s130708928] [Citation(s) in RCA: 92] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/28/2013] [Revised: 06/20/2013] [Accepted: 06/20/2013] [Indexed: 02/07/2023]
Abstract
This review paper describes the applications of dental optical coherence tomography (OCT) in oral tissue images, caries, periodontal disease and oral cancer. The background of OCT, including basic theory, system setup, light sources, spatial resolution and system limitations, is provided. The comparisons between OCT and other clinical oral diagnostic methods are also discussed.
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Hamdoon Z, Jerjes W, Upile T, McKenzie G, Jay A, Hopper C. Optical coherence tomography in the assessment of suspicious oral lesions: An immediate ex vivo study. Photodiagnosis Photodyn Ther 2013; 10:17-27. [DOI: 10.1016/j.pdpdt.2012.07.005] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2012] [Revised: 07/24/2012] [Accepted: 07/29/2012] [Indexed: 11/29/2022]
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Duong S, Youssef J, Pimenta P, Aguigam H, Zhang J, Calantog A, Pilch S, Masters JG, Wilder-Smith P. An imaging-based approach to the evaluation of xerostomia. Lasers Surg Med 2012; 44:482-9. [PMID: 22693075 DOI: 10.1002/lsm.22039] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/09/2012] [Indexed: 11/10/2022]
Abstract
BACKGROUND AND OBJECTIVE Goal was to evaluate the potential of in vivo optical coherence tomography (OCT) imaging to determine the response of patients with xerostomia to a dry mouth toothpaste versus fluoride toothpaste placebo. STUDY DESIGN/MATERIALS AND METHODS Ten subjects with xerostomia participated in this double-blind, crossover, placebo-controlled study. After examination and OCT imaging, subjects used the first product for 15 days, followed by a 7-day washout period, and then they used the second product for 15 days. Data were acquired at 5-day intervals, also before and after the washout. RESULTS Visual examination and tongue blade adhesion test did not reflect response to the product. Two imaging-based markers were identified: (i) In OCT images, epithelial thickness increased significantly (P < 0.05) after use of the dry mouth toothpaste, but did not change significantly (P > 0.05) after the use of a fluoride toothpaste and (2) Optical backscattering data showed progressive characteristic changes from baseline with use of the active product. CONCLUSIONS In this pilot study using in vivo OCT imaging, it was possible to detect and measure oral epithelial response to the dry mouth product versus placebo in patients with xerostomia. CLINICAL IMPLICATIONS This approach may permit site-specific assessment of xerostomia, individualized treatment planning and monitoring, and sequential mucosal mapping in patients with dry mouth.
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Affiliation(s)
- Steven Duong
- Beckman Laser Institute, University of California, Irvine, CA 92612, USA
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Nakajima Y, Shimada Y, Miyashin M, Takagi Y, Tagami J, Sumi Y. Noninvasive cross-sectional imaging of incomplete crown fractures (cracks) using swept-source optical coherence tomography. Int Endod J 2012; 45:933-41. [DOI: 10.1111/j.1365-2591.2012.02052.x] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Smith LE, Hearnden V, Lu Z, Smallwood R, Hunter KD, Matcher SJ, Thornhill MH, Murdoch C, MacNeil S. Evaluating the use of optical coherence tomography for the detection of epithelial cancers in vitro. JOURNAL OF BIOMEDICAL OPTICS 2011; 16:116015. [PMID: 22112120 DOI: 10.1117/1.3652708] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Optical coherence tomography (OCT) is a noninvasive imaging methodology that is able to image tissue to depths of over 1 mm. Many epithelial conditions, such as melanoma and oral cancers, require an invasive biopsy for diagnosis. A noninvasive, real-time, point of care method of imaging depth-resolved epithelial structure could greatly improve early diagnosis and long-term monitoring in patients. Here, we have used tissue-engineered (TE) models of normal skin and oral mucosa to generate models of melanoma and oral cancer. We have used these to determine the ability of OCT to image epithelial differences in vitro. We report that while in vivo OCT gives reasonable depth information for both skin and oral mucosa, in vitro the information provided is less detailed but still useful. OCT can provide reassurance on the development of TE models of skin and oral mucosa as they develop in vitro. OCT was able to detect the gross alteration in the epithelium of skin and mucosal models generated with malignant cell lines but was less able to detect alteration in the epithelium of TE models that mimicked oral dysplasia or, in models where tumor cells had penetrated into the dermis.
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Affiliation(s)
- Louise E Smith
- University of Sheffield, Kroto Research Institute, Department of Engineering Materials, Sheffield, United Kingdom
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Yu Y, Xiao C, Chen K, Zheng J, Zhang J, Zhao X, Xue X. Different optical properties between human hepatocellular carcinoma tissues and non-tumorous hepatic tissues in vitro. ACTA ACUST UNITED AC 2011; 31:515. [PMID: 21823014 DOI: 10.1007/s11596-011-0482-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2010] [Indexed: 10/17/2022]
Abstract
There has been an ongoing search for clinically acceptable methods for the accurate, efficient and simple diagnosis and prognosis of hepatocellular carcinoma (HCC). Optical spectroscopy is a technique with potential clinical applications to diagnose cancer diseases. The purpose of this study was to obtain the optical properties of HCC tissues and non-tumorous hepatic tissues and identify the difference between them. A total of 55 tissue samples (HCC tissue, n=38; non-tumorous hepatic tissue, n=17) were surgically resected from patients with HCC. The optical parameters were measured in 10-nm steps using single-integrating-sphere system in the wavelength range of 400 to 1800 nm. It was found that the optical properties and their differences varied with the wavelength for the HCC tissue and the non-tumorous hepatic tissue in the entire wavelength range of research. The absorption coefficient of the HCC tissue (1.48±0.99, 1.46±0.88, 0.86±0.61, 2.15±0.53, 0.54±0.10, 0.79±0.15 mm(-1)) was significantly lower than that of the non-tumorous hepatic tissue (2.79±1.73, 3.13±1.47, 3.06±2.79, 2.57±0.55, 0.62±0.10, 0.93±0.16 mm(-1)) at wavelengths of 400, 410, 450, 1450, 1660 and 1800 nm, respectively (P<0.05). The reduced scattering coefficient of HCC tissue (5.28±1.70, 4.91±1.54, 1.26±0.35 mm(-1)) and non-tumorous hepatic tissue (8.14±3.70, 9.27±3.08, 2.55±0.57 mm(-1)) was significantly different at 460, 500 and 1800 nm respectively (P<0.05). These results show different pathologic liver tissues have different optical properties. It provides a better understanding of the relationship between optical parameters and physiological characteristics in human liver tissues. And it would be very useful for developing a non-invasive, real-time, simple and efficient way for medical management of HCC in the future.
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Affiliation(s)
- Yuan Yu
- Department of Biliary and Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Chaowen Xiao
- Department of Biliary and Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Kun Chen
- Department of Biliary and Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Jianwei Zheng
- Department of Biliary and Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Jun Zhang
- Department of Biliary and Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Xinyang Zhao
- Department of Biliary and Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Xinbo Xue
- Department of Biliary and Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
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