49 results on '"oral cancer detection"'
Search Results
2. Heuristic strategy using hybrid deep learning with transfer learning for oral cancer detection.
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Saraswathi, T. and Murali Bhaskaran, V.
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OPTIMIZATION algorithms , *FEATURE extraction , *RECURRENT neural networks , *CANCER diagnosis , *DEEP learning - Abstract
Oral cancer becomes the most disastrous ailment that affects the oral cavity parts of the mouth. Oral cancer diagnosis is the main challenge in the medical field. It becomes expensive and less capable of classifying oral cancer. In some cases, it may cause unnecessary morbidity and mortality. Recently, the detection of malignant and premalignant oral lesions has been a critical process owing to their low image resolution and lower acquisition time. Thus, a novel hybrid deep learning with meta-heuristic-based optimization is proposed. The pre-processing occurs by median filtering and Contrast Limited Adaptive Histogram Equalization (CLAHE). The CLAHE method is utilized to reduce unwanted noise. Finally, the classification is done by a proposed hybrid-based deep learning model termed as Recurrent Deep Belief Network (RDBN), in which the Deep Belief Network (DBN) is incorporated with the Recurrent Neural Network (RNN). Here, the RDBN helps to increase the performance classification. Furthermore, the hyperparameters of the RDBN model, such as learning rate, epochs and hidden neurons, are tuned using the proposed Hybrid Beetle-Barnacle Swarm Optimization (HBBSO) algorithm, where the Barnacles Mating Optimizer (BMO) is superimposed with Beetle Swarm Optimization (BSO) algorithms. In the given proposed model, the selected features are extracted by the optimization algorithms. Here, the parameters are fine-tuned to get the better optimal solution. From the experimental outcome, the developed model has acquired 5.2% better than PSO-RDBN, 5.6% improved than GWO-RDBN, 3.2% enhanced than BSO-RDBN and 3.5% superior to BMO-RDBN regarding accuracy. Thus, the proposed model achieves higher results for detecting oral cancer with enhanced classification performance than the existing approaches. [ABSTRACT FROM AUTHOR]
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- 2024
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3. Convolutional neural network for oral cancer detection combined with improved tunicate swarm algorithm to detect oral cancer
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Xiao Wei, Liu Chanjuan, Jiang Ke, Ye Linyun, Gao Jinxing, and Wang Quanbing
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Oral cancer detection ,Convolutional neural networks ,Improved tunicate swarm algorithm ,Photographic image analysis ,Deep learning ,Medicine ,Science - Abstract
Abstract Early Diagnosis of oral cancer is very important and can save you from some oral malignancies. However, while this approach aids in the rapid healing of patients and the preservation of their lives, there are several causes for poor and wrong diagnosis of oral cancer. In recent years, the use of computer-aided design diagnosis tools as an auxiliary tool alongside clinicians has greatly benefited in more accurate identification of this malignancy. The current study proposes a new approach for identifying oral cancer patients based on image processing and deep learning. The current study employs a recently integrated model of an improved tunicate swarm algorithm to produce an efficient tool for improving a convolutional neural network and delivering an accurate cancer diagnostic system. The approach is then implemented on the oral cancer pictures dataset. The approach is then validated by comparing it to other published papers using various measurement markers. The proposed model achieved an accuracy of 98.70% and a recall of 93.71% in detecting oral cancerous lesions from photographic images. The model also achieved an F1-score of 90.08% and a precision of 96.42%. The final results demonstrate that the offered approach can produce more exact results and can be used in conjunction with clinicians to help in diagnosing oral cancer.
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- 2024
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4. Sensitive Detection of Oral Leukoplakia: Analyzing P90 Biomarkers in Saliva and Tissue.
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Wan, Hsiao-Hsuan, Zhu, Haochen, Chiang, Chao-Ching, Li, Jian-Sian, Ren, Fan, Tsai, Cheng-Tse, Liao, Yu-Te, Neal, Dan, Katz, Joseph, and Esquivel-Upshaw, Josephine F.
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ORAL leukoplakia ,PRINTED circuit design ,BIOMARKERS ,ORAL cancer ,SQUAMOUS cell carcinoma ,SALIVA ,GLUCOSE ,POLYCHLORINATED biphenyls - Abstract
Oral cancer represents a significant global public health challenge, contributing substantially to the incidence and mortality of cancer. Despite established risk factors such as tobacco use and alcohol consumption, early detection remains crucial for effective treatment. This study introduces a novel approach using a transistor-based biosensor system for detecting the P90 (CIP2A) protein. We tested the presence of CIP2A in human leukoplakia samples, which can undergo malignant conversion into aggressive oral squamous cell carcinoma. The method used commercially available glucose test strips functionalized with P90 antibodies, providing high sensitivity and a low limit of detection which was five orders lower than that of commercial ELISA kits. A specially designed printed circuit board (PCB) facilitated accurate measurements, and the device's performance was optimized through characteristic tests. Human sample testing validated the biosensor's effectiveness in distinguishing samples after cell lysis. This study contributes to advancing accurate and cost-effective diagnostic approaches for oral pre-cancer and cancer tissues. [ABSTRACT FROM AUTHOR]
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- 2024
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5. Convolutional neural network for oral cancer detection combined with improved tunicate swarm algorithm to detect oral cancer
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Wei, Xiao, Chanjuan, Liu, Ke, Jiang, Linyun, Ye, Jinxing, Gao, and Quanbing, Wang
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- 2024
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6. Sensitive Detection of Oral Leukoplakia: Analyzing P90 Biomarkers in Saliva and Tissue
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Hsiao-Hsuan Wan, Haochen Zhu, Chao-Ching Chiang, Jian-Sian Li, Fan Ren, Cheng-Tse Tsai, Yu-Te Liao, Dan Neal, Joseph Katz, and Josephine F. Esquivel-Upshaw
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oral cancer detection ,oral leukoplakia ,P90 ,high sensitivity ,salivary biomarkers ,MOSFET ,Biotechnology ,TP248.13-248.65 - Abstract
Oral cancer represents a significant global public health challenge, contributing substantially to the incidence and mortality of cancer. Despite established risk factors such as tobacco use and alcohol consumption, early detection remains crucial for effective treatment. This study introduces a novel approach using a transistor-based biosensor system for detecting the P90 (CIP2A) protein. We tested the presence of CIP2A in human leukoplakia samples, which can undergo malignant conversion into aggressive oral squamous cell carcinoma. The method used commercially available glucose test strips functionalized with P90 antibodies, providing high sensitivity and a low limit of detection which was five orders lower than that of commercial ELISA kits. A specially designed printed circuit board (PCB) facilitated accurate measurements, and the device’s performance was optimized through characteristic tests. Human sample testing validated the biosensor’s effectiveness in distinguishing samples after cell lysis. This study contributes to advancing accurate and cost-effective diagnostic approaches for oral pre-cancer and cancer tissues.
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- 2024
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7. Nano‐diagnostics as an emerging platform for oral cancer detection: Current and emerging trends.
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Chakraborty, Debolina, Ghosh, Debayan, Kumar, Sanjit, Jenkins, David, Chandrasekaran, Natarajan, and Mukherjee, Amitava
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Globally, oral cancer kills an estimated 150,000 individuals per year, with 300,000 new cases being diagnosed annually. The high incidence rate of oral cancer among the South‐Asian and American populations is majorly due to overuse of tobacco, alcohol, and poor dental hygiene. Additionally, socio‐economic issues and lack of general awareness delay the primary screening of the disease. The availability of early screening techniques for oral cancer can help in carving out a niche for accurate disease prognosis and also its prevention. However, conventional diagnostic approaches and therapeutics are still far from optimal. Thus, enhancing the analytical performance of diagnostic platforms in terms of specificity and precision can help in understanding the disease progression paradigm. Fabrication of efficient nanoprobes that are sensitive, noninvasive, cost‐effective, and less labor‐intensive can reduce the global cancer burden. Recent advances in optical, electrochemical, and spectroscopy‐based nano biosensors that employ noble and superparamagnetic nanoparticles, have been proven to be extremely efficient. Further, these sensitive nanoprobes can also be employed for predicting disease relapse after chemotherapy, when the majority of the biomarker load is eliminated. Herein, we provide the readers with a brief summary of conventional and new‐age oral cancer detection techniques. A comprehensive understanding of the inherent challenges associated with conventional oral cancer detection techniques is discussed. We also elaborate on how nanoparticles have shown tremendous promise and effectiveness in radically transforming the approach toward oral cancer detection. This article is categorized under:Diagnostic Tools > BiosensingDiagnostic Tools > Diagnostic NanodevicesDiagnostic Tools > In Vitro Nanoparticle‐Based Sensing [ABSTRACT FROM AUTHOR]
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- 2023
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8. Deep Transfer Learning Driven Oral Cancer Detection and Classification Model.
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Marzouk, Radwa, Alabdulkreem, Eatedal, Dhahbi, Sami, Nour, Mohamed K., Duhayyim, Mesfer Al, Othman, Mahmoud, Hamza, Manar Ahmed, Motwakel, Abdelwahed, Yaseen, Ishfaq, and Rizwanullah, Mohammed
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ORAL cancer ,DEEP learning ,TUMOR classification ,EARLY detection of cancer ,HEAD & neck cancer ,ARTIFICIAL intelligence - Abstract
Oral cancer is the most commonly occurring 'head and neck cancers' across the globe. Most of the oral cancer cases are diagnosed at later stages due to absence of awareness among public. Since earlier identification of disease is essential for improved outcomes, Artificial Intelligence (AI) and Machine Learning (ML) models are used in this regard. In this background, the current study introduces Artificial Intelligence with Deep Transfer Learning driven Oral Cancer detection and Classification Model (AIDTLOCCM). The primary goal of the proposed AIDTL-OCCM model is to diagnose oral cancer using AI and image processing techniques. The proposed AIDTL-OCCM model involves fuzzy-based contrast enhancement approach to perform data pre-processing. Followed by, the densely-connected networks (DenseNet-169) model is employed to produce a useful set of deep features. Moreover, Chimp Optimization Algorithm (COA) with Autoencoder (AE) model is applied for oral cancer detection and classification. Furthermore, COA is employed to determine optimal parameters involved in AE model. A wide range of experimental analyses was conducted on benchmark datasets and the results were investigated under several aspects. The extensive experimental analysis outcomes established the enhanced performance of AIDTLOCCM model compared to other approaches with a maximum accuracy of 90.08%. [ABSTRACT FROM AUTHOR]
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- 2022
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9. Microfluidic Technologies Using Oral Factors: Saliva-Based Studies
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Salehipour Masooleh, Hassan, Ghavami-Lahiji, Mehrsima, Ciancio, Annamarie, Tayebi, Lobat, and Tayebi, Lobat, editor
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- 2020
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10. Automatic segmentation and classification of Papanicolaou-stained cells and dataset for oral cancer detection.
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Rönnau MM, Lepper TW, Guedes IC, Espinosa ALF, Rados PV, and Oliveira MM
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- Humans, Female, Neural Networks, Computer, Image Processing, Computer-Assisted methods, Staining and Labeling methods, Early Detection of Cancer methods, Mouth Neoplasms pathology, Mouth Neoplasms diagnostic imaging, Papanicolaou Test
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Background and Objective: Papanicolaou staining has been successfully used to assist early detection of cervix cancer for several decades. We postulate that this staining technique can also be used for assisting early detection of oral cancer, which is responsible for about 300,000 deaths every year. The rational for such claim includes two key observations: (i) nuclear atypia, i.e., changes in volume, shape, and staining properties of the cell nuclei can be linked to rapid cell proliferation and genetic instability; and (ii) Papanicolaou staining allows one to reliably segment cells' nuclei and cytoplasms. While Papanicolaou staining is an attractive tool due to its low cost, its interpretation requires a trained pathologist. Our goal is to automate the segmentation and classification of morphological features needed to evaluate the use of Papanicolaou staining for early detection of mouth cancer., Methods: We built a convolutional neural network (CNN) for automatic segmentation and classification of cells in Papanicolaou-stained images. Our CNN was trained and evaluated on a new image dataset of cells from oral mucosa consisting of 1,563 Full HD images from 52 patients, annotated by specialists. The effectiveness of our model was evaluated against a group of experts. Its robustness was also demonstrated on five public datasets of cervical images captured with different microscopes and cameras, and having different resolutions, colors, background intensities, and noise levels., Results: Our CNN model achieved expert-level performance in a comparison with a group of three human experts on a set of 400 Papanicolaou-stained images of the oral mucosa from 20 patients. The results of this experiment exhibited high Interclass Correlation Coefficient (ICC) values. Despite being trained on images from the oral mucosa, it produced high-quality segmentation and plausible classification for five public datasets of cervical cells. Our Papanicolaou-stained image dataset is the most diverse publicly available image dataset for the oral mucosa in terms of number of patients., Conclusion: Our solution provides the means for exploring the potential of Papanicolaou-staining as a powerful and inexpensive tool for early detection of oral cancer. We are currently using our system to detect suspicious cells and cell clusters in oral mucosa slide images. Our trained model, code, and dataset are available and can help practitioners and stimulate research in early oral cancer detection., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier Ltd. All rights reserved.)
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- 2024
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11. QuitPuff: A Simple Method Using Lipid Peroxidative Changes in Saliva to Assess the Risk of Oral Precancerous Lesions and Oral Squamous Cell Carcinoma in Chronic Smokers.
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Shamsher, Nikhiya and Prabhu, Chaithanya
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SQUAMOUS cell carcinoma , *UNSATURATED fatty acids , *ORAL cancer , *SALIVA , *PRECANCEROUS conditions , *CANCER diagnosis , *HUMAN carcinogenesis - Abstract
Introduction: Smoking, the leading cause of oral cancer in India, kills over 5 people every hour. As high mortality is due to late diagnosis, early detection is vital. Free radical-induced lipid peroxidation (LP) is known to promote multistep oral carcinogenesis. Free radicals generated by smoking damage polyunsaturated fatty acids releasing end product malondialdehyde (MDA). A simple, home-based test was devised to determine salivary MDA to assess early risk of oral precancer and cancer. It was hypothesized that heavier smokers would exhibit greater degree of salivary LP. Materials and Methods: A highly sensitive QuitPuff reagent was formulated which when heated with saliva, produces a color change, directly proportional to the amount of MDA. The MDA level was measured by matching the color change with a colorimetric LP index (LPI) chart. QuitPuff was tested on 500 subjects, validated using the gold standard, ultraviolet (UV) spectroscopy. Results: The mean LPI was consistently and significantly elevated (P < 0.001) in smokers with oral precancer and cancer (4.34) and smokers who smoked more than 20 (4.12), between 10 and 20 (3.43), and <10 cigarettes per day (2.43) as compared to nonsmokers (0.26). The mean LPIs of the test and validation methods correlated. Spearman's correlation indicated significant positive association between color changes and UV spectroscopy readings (r = 0.93). QuitPuff detected salivary MDA levels with 96% accuracy. Conclusion: Smokers exhibited greater degree of salivary LP as compared to nonsmokers; the heavier the smoker, greater was the degree of LP. QuitPuff has great potential as a point-of-care test for oral precancer and cancer. [ABSTRACT FROM AUTHOR]
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- 2020
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12. Advances in Oral Cancer Detection Using Optical Coherence Tomography
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Jung, Woonggyu, Zhang, Jun, Chung, Jungrae, Wilder-Smith, Petra, Brenner, Matt, Nelson, J Stuart, and Chen, Zhongping
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Engineering ,Electrical Engineering ,Electronics ,Sensors and Digital Hardware ,Physical Sciences ,Atomic ,Molecular and Optical Physics ,Cancer ,Clinical Research ,Rare Diseases ,Bioengineering ,Biomedical Imaging ,Dental/Oral and Craniofacial Disease ,Prevention ,4.1 Discovery and preclinical testing of markers and technologies ,4.2 Evaluation of markers and technologies ,3-D image ,optical coherence tomography ,oral cancer detection ,Optical Physics ,Quantum Physics ,Electrical and Electronic Engineering ,Optoelectronics & Photonics ,Electrical engineering ,Electronics ,sensors and digital hardware ,Atomic ,molecular and optical physics - Abstract
Optical coherence tomography (OCT) is a new modality capable of cross sectional imaging of biological tissue. Due to its many technical advantages such as high image resolution, fast acquisition time, and noninvasive capabilities, OCT is potentially useful in various medical applications. Because OCT systems can function with a fiber optic probe, they are applicable to almost any anatomic structures accessible either directly, or by endoscopy. OCT has the potential to provide a fast and noninvasive means for early clinical detection, diagnosis, screening, and monitoring of precancer and cancer. With an imaging depth range of 2-3 mm, OCT diagnostics are particularly suitable for the oral mucosa. Currently, it is difficult to detect premalignant and malignant oral lesions due to their often multifocal nature and need for repeated biopsies. The goal of this study was to evaluate the feasibility of OCT for the diagnosis of multiple stages of oral cancer progression. In this paper, we present not only conventional 2-D OCT images, but also 3-D volume images of normal and precancerous lesions. Our results demonstrate that OCT is a potential tool for cancer detection with comprehensive diagnostic images. © 2005 IEEE.
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- 2005
13. Prognostic value of MRI-measured tumor thickness in patients with tongue squamous cell carcinoma
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Min-Sik Kim, Bum-Soo Kim, Kook-Jin Ahn, Youn Soo Lee, Dong-Il Sun, Jiwoong Kim, Ki-Sun Park, and Yangsean Choi
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Adult ,Male ,Intraclass correlation ,Science ,Kaplan-Meier Estimate ,Article ,Correlation ,03 medical and health sciences ,0302 clinical medicine ,Humans ,Medicine ,Head and neck cancer ,030223 otorhinolaryngology ,Survival analysis ,Aged ,Proportional Hazards Models ,Rank correlation ,Multidisciplinary ,Squamous Cell Carcinoma of Head and Neck ,Proportional hazards model ,business.industry ,Oral cancer ,Hazard ratio ,Oral cancer detection ,Retrospective cohort study ,Middle Aged ,Prognosis ,Magnetic Resonance Imaging ,Tongue Neoplasms ,Risk factors ,030220 oncology & carcinogenesis ,Coronal plane ,Female ,Neoplasm Recurrence, Local ,business ,Nuclear medicine - Abstract
This study aimed to assess the prognostic value of MRI-measured tumor thickness (MRI-TT) in patients with tongue squamous cell carcinoma (SCC). This single-center retrospective cohort study included 133 pathologically confirmed tongue SCC patients between January 2009 and October 2019. MRI measurements of tongue SCC were based on axial and coronal T2-weighted (T2WI) and contrast-enhanced T1-weighted (CE-T1WI) images. Two radiologists independently measured MRI-TT. Intraclass correlation coefficients (ICC) were calculated for inter-rater agreements. Spearman’s rank correlation between MRI-TT and pathologic depth of invasion (pDOI) was assessed. Cox proportional hazards analyses on recurrence-free (RFS) and overall survival (OS) were performed for MRI-TT and pDOI. Kaplan–Meier survival curves were plotted with log-rank tests. The intra- and inter-rater agreements of MRI-TT were excellent (ICC: 0.829–0.897, all P P P P = 0.034). MRI-TT demonstrated excellent intra- and inter-rater agreements as well as high correlation with pDOI. MRI-TT may serve as a prognostic predictor in patients with tongue SCC.
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- 2021
14. Pentapartite fractionation of particles in oral fluids by differential centrifugation
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Masataka Kasahara, Tamiko Minamisawa, Akira Katakura, Sachiko Matsumura, Sadamitsu Hashimoto, Chiho Hiraga, Satoshi Yamamoto, Takeshi Nomura, Yasutomo Yajima, and Kiyotaka Shiba
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Differential centrifugation ,education.field_of_study ,Multidisciplinary ,Multivesicular bodies ,Chemistry ,Vesicle ,Science ,Population ,Oral cancer detection ,RNA ,Fractionation ,Mitochondrial proteins ,DNA ,Exosome ,Microvesicles ,Article ,Biochemistry ,Membrane proteins ,Nucleic acid ,Autophagy ,Medicine ,education - Abstract
Oral fluids (OFs) contain small extracellular vesicles (sEVs or exosomes) that carry disease-associated diagnostic molecules. However, cells generate extracellular vesicles (EVs) other than sEVs, so the EV population is quite heterogeneous. Furthermore, molecules not packaged in EVs can also serve as diagnostic markers. For these reasons, developing a complete picture of particulate matter in the oral cavity is important before focusing on specific subtypes of EVs. Here, we used differential centrifugation to fractionate human OFs from healthy volunteers and patients with oral squamous cell carcinoma into 5 fractions, and we characterized the particles, nucleic acids, and proteins in each fraction. Canonical exosome markers, including CD63, CD9, CD133, and HSP70, were found in all fractions, whereas CD81 and AQP5 were enriched in the 160K fraction, with non-negligible amounts in the 2K fraction. The 2K fraction also contained its characteristic markers that included short derivatives of EGFR and E-cadherin, as well as an autophagosome marker, LC3, and large multi-layered vesicles were observed by electronic microscopy. Most of the DNA and RNA was recovered from the 0.3K and 2K fractions, with some in the 160K fraction. These results can provide guideline information for development of purpose-designed OF-based diagnostic systems.
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- 2021
15. Loss of oral mucosal stem cell markers in oral submucous fibrosis and their reactivation in malignant transformation
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Raghu Radhakrishnan, Mohit Sharma, Keith D. Hunter, and Felipe Paiva Fonseca
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Oral Submucous Fibrosis ,Review Article ,Stem cell marker ,Malignant transformation ,Mice ,SOX2 ,Cancer stem cell ,medicine ,Animals ,General Dentistry ,biology ,Cancer stem cells ,business.industry ,Stem Cells ,CD44 ,Mouth Mucosa ,Oral cancer detection ,medicine.disease ,Epithelium ,lcsh:RK1-715 ,stomatognathic diseases ,Cell Transformation, Neoplastic ,medicine.anatomical_structure ,Oral submucous fibrosis ,lcsh:Dentistry ,Carcinoma, Squamous Cell ,Cancer research ,biology.protein ,Mouth Neoplasms ,Stem cell ,business - Abstract
The integrity of the basal stem cell layer is critical for epithelial homoeostasis. In this paper, we review the expression of oral mucosal stem cell markers (OM-SCMs) in oral submucous fibrosis (OSF), oral potentially malignant disorders (OPMDs) and oral squamous cell carcinoma (OSCC) to understand the role of basal cells in potentiating cancer stem cell behaviour in OSF. While the loss of basal cell clonogenicity triggers epithelial atrophy in OSF, the transition of the epithelium from atrophic to hyperplastic and eventually neoplastic involves the reactivation of basal stemness. The vacillating expression patterns of OM-SCMs confirm the role of keratins 5, 14, 19, CD44, β1-integrin, p63, sex-determining region Y box (SOX2), octamer-binding transcription factor 4 (Oct-4), c-MYC, B-cell-specific Moloney murine leukaemia virus integration site 1 (Bmi-1) and aldehyde dehydrogenase 1 (ALDH1) in OSF, OPMDs and OSCC. The downregulation of OM-SCMs in the atrophic epithelium of OSF and their upregulation during malignant transformation are illustrated with relevant literature in this review.
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- 2020
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16. Development and validation of prognostic index based on autophagy-related genes in patient with head and neck squamous cell carcinoma
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Zhong Linna, Jian Wang, Qianbing Wan, Hao Feng, Xibo Pei, and Xiangjun Yang
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0301 basic medicine ,Oncology ,Cancer Research ,medicine.medical_specialty ,Immunology ,lcsh:RC254-282 ,Article ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,0302 clinical medicine ,Internal medicine ,medicine ,Genetic variation ,lcsh:QH573-671 ,Gene ,Pathological ,Survival analysis ,Receiver operating characteristic ,Proportional hazards model ,business.industry ,lcsh:Cytology ,Autophagy ,Oral cancer detection ,Cell Biology ,medicine.disease ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Head and neck squamous-cell carcinoma ,030104 developmental biology ,030220 oncology & carcinogenesis ,Cohort ,business - Abstract
Head and neck squamous cell carcinoma (HNSCC) is one of the most common cancers worldwide, accounting for almost 50% of all malignancies in developing nations. Autophagy plays a vital role in cancer initiation, malignant progression, and resistance to treatment. However, autophagy-related gene sets have rarely been analyzed in HNSCC. Hence, it is necessary to assess its clinical and pathological significance in a larger cohort of patients with HNSCC. The purpose of this study was to establish a novel autophagy-related prognostic marker for HNSCC. We screened 232 autophagy-related genes (ARGs) and identified 38 differentially expressed ARGs in The Cancer Genome Atlas (TCGA) cohorts. The prognosis-related ARGs signature, established using the univariate and multivariate Cox proportional regression models, consists of 10 ARGs that could divide patients into high-risk and low-risk groups. Survival analysis indicated that patients in the high-risk group had dramatically shorter overall survival compared with their low-risk counterparts. Cox regression analysis further confirmed the independent prognostic value of the autophagy-related signature, and the area under the receiver operating characteristic curve of the combined prognostic model was 0.722. Finally, the efficacy of autophagy-related signature was also validated by an independent cohort from the Gene Expression Omnibus (GEO) database. Collectively, we successfully constructed a novel autophagy-related signature for the prediction of prognosis in patients with HNSCC.
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- 2020
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17. Lipidome-based rapid diagnosis with machine learning for detection of TGF-β signalling activated area in head and neck cancer
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Kentaro Yoshimura, Hiroki Ishii, Daisuke Saigusa, Masao Saitoh, Kei Sakamoto, Keiji Miyazawa, Kei Ashizawa, Kaname Sakamoto, Hirotake Kasai, Keisuke Masuyama, and Sen Takeda
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Cancer Research ,Machine learning ,computer.software_genre ,Diagnostic system ,Article ,Treatment failure ,Machine Learning ,03 medical and health sciences ,0302 clinical medicine ,Transforming Growth Factor beta ,Cell Line, Tumor ,medicine ,Humans ,Tgf β signalling ,030304 developmental biology ,0303 health sciences ,business.industry ,Genetic heterogeneity ,Head and neck cancer ,Oral cancer detection ,Translational research ,Lipidome ,medicine.disease ,Head and neck squamous-cell carcinoma ,Oncology ,Head and Neck Neoplasms ,Surgical oncology ,030220 oncology & carcinogenesis ,Lipidomics ,Artificial intelligence ,business ,computer ,Signal Transduction ,Transforming growth factor - Abstract
Background Several pro-oncogenic signals, including transforming growth factor beta (TGF-β) signalling from tumour microenvironment, generate intratumoural phenotypic heterogeneity and result in tumour progression and treatment failure. However, the precise diagnosis for tumour areas containing subclones with cytokine-induced malignant properties remains clinically challenging. Methods We established a rapid diagnostic system based on the combination of probe electrospray ionisation-mass spectrometry (PESI-MS) and machine learning without the aid of immunohistological and biochemical procedures to identify tumour areas with heterogeneous TGF-β signalling status in head and neck squamous cell carcinoma (HNSCC). A total of 240 and 90 mass spectra were obtained from TGF-β-unstimulated and -stimulated HNSCC cells, respectively, by PESI-MS and were used for the construction of a diagnostic system based on lipidome. Results This discriminant algorithm achieved 98.79% accuracy in discrimination of TGF-β1-stimulated cells from untreated cells. In clinical human HNSCC tissues, this approach achieved determination of tumour areas with activated TGF-β signalling as efficiently as a conventional histopathological assessment using phosphorylated-SMAD2 staining. Furthermore, several altered peaks on mass spectra were identified as phosphatidylcholine species in TGF-β-stimulated HNSCC cells. Conclusions This diagnostic system combined with PESI-MS and machine learning encourages us to clinically diagnose intratumoural phenotypic heterogeneity induced by TGF-β.
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- 2020
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18. Synergistic effect of cisplatin chemotherapy combined with fractionated radiotherapy regimen in HPV-positive and HPV-negative experimental pharyngeal squamous cell carcinoma
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Simona Kranjc Brezar, Primoz Strojan, Martina Niksic Zakelj, Maja Cemazar, Ajda Prevc, Andreja Brozic, and Gregor Sersa
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0301 basic medicine ,medicine.medical_treatment ,Science ,Antineoplastic Agents ,Mice, SCID ,Article ,03 medical and health sciences ,0302 clinical medicine ,Cell Line, Tumor ,Carcinoma ,medicine ,Animals ,Humans ,Radiosensitivity ,Survival rate ,Cisplatin ,Chemotherapy ,Multidisciplinary ,business.industry ,Cell Cycle ,Papillomavirus Infections ,Oral cancer detection ,Dose fractionation ,Pharyngeal Neoplasms ,Chemoradiotherapy ,medicine.disease ,female genital diseases and pregnancy complications ,Regimen ,030104 developmental biology ,030220 oncology & carcinogenesis ,Carcinoma, Squamous Cell ,Cancer research ,Medicine ,Female ,Pharyngeal Squamous Cell Carcinoma ,Dose Fractionation, Radiation ,business ,Neoplasm Transplantation ,medicine.drug - Abstract
HPV infection renders oropharyngeal squamous cell carcinomas more radiosensitive, which results in a favorable prognosis for HPV-positive patients treated with radiation alone or with concurrent platinum-based chemotherapy. The degree of radiosensitivity in fractionated regimens has not yet been fully explored; therefore, in this study, the radiosensitivity of HPV-negative tumors (FaDu) was compared to that of HPV-positive tumors (2A3) subjected to concurrent cisplatin chemotherapy and fractionated versus isoeffective single-dose tumor irradiation in immunodeficient mice. HPV-positive tumors were approximately 5 times more radiosensitive than HPV-negative tumors, irrespective of the irradiation regimen. In both tumor models, concurrent cisplatin chemotherapy and the fractionated regimen induced significant tumor radiosensitization, with a 3- to 4-fold increase in the tumor growth delay compared to that of single-dose irradiation. Furthermore, the degree of radiosensitization induced by cisplatin chemotherapy concurrent with the fractionated irradiation regimen was much higher in HPV-positive tumors, where a synergistic antitumor effect was observed. Specifically, after combined therapy, a 26% higher survival rate was observed in mice with HPV-positive tumors than in mice with HPV-negative tumors. These data suggest that HPV-positive tumors are more radiosensitive to fractionated regimen than to single-dose irradiation with concurrent cisplatin chemotherapy acting synergistically to irradiation.
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- 2020
19. Correction: Regulation of FN1 degradation by p62/SQSTM1-dependent autophagy–lysosomal pathway in HNSCC
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Yumeng Chen, Qilin Liu, Lin Meng, Xing Li, Xinchen Liu, Daowei Li, Wenhuan Bu, Xiangwei Li, and Hongchen Sun
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Ovarian Neoplasms ,Squamous Cell Carcinoma of Head and Neck ,Chemistry ,Autophagy ,Oral cancer detection ,Correction ,RK1-715 ,Fibronectins ,Cell biology ,Cell Line, Tumor ,Dentistry ,Macroautophagy ,Sequestosome-1 Protein ,Humans ,Degradation (geology) ,Female ,Lysosomes ,General Dentistry - Abstract
Epithelial-mesenchymal transition (EMT) is involved in both physiological and pathological processes. EMT plays an essential role in the invasion, migration and metastasis of tumours. Autophagy has been shown to regulate EMT in a variety of cancers but not in head and neck squamous cell carcinoma (HNSCC). Herein, we investigated whether autophagy also regulates EMT in HNSCC. Analyses of clinical data from three public databases revealed that higher expression of fibronectin-1 (FN1) correlated with poorer prognosis and higher tumour pathological grade in HNSCC. Data from SCC-25 cells demonstrated that rapamycin and Earle's balanced salt solution (EBSS) promoted autophagy, leading to increased FN1 degradation, while 3-methyladenine (3-MA), bafilomycin A1 (Baf A1) and chloroquine (CQ) inhibited autophagy, leading to decreased FN1 degradation. On the other hand, autophagic flux was blocked in BECN1 mutant HNSCC Cal-27 cells, and rapamycin did not promote autophagy in Cal-27 cells; also in addition, FN1 degradation was inhibited. Further, we identified FN1 degradation through the lysosome-dependent degradation pathway using the proteasome inhibitor MG132. Data from immunoprecipitation assays also showed that p62/SQSTM1 participated as an autophagy adapter in the autophagy-lysosome pathway of FN1 degradation. Finally, data from immunoprecipitation assays demonstrated that the interaction between p62 and FN1 was abolished in p62 mutant MCF-7 and A2780 cell lines. These results indicate that autophagy significantly promotes the degradation of FN1. Collectively, our findings clearly suggest that FN1, as a marker of EMT, has adverse effects on HNSCC and elucidate the autophagy-lysosome degradation mechanism of FN1.
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- 2021
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20. Upregulation of CPNE7 in mesenchymal stromal cells promotes oral squamous cell carcinoma metastasis through the NF-κB pathway
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Hongwei Liu, Xiaoli Ji, Tianyong Sun, lihua Wang, Qiang Feng, Hua Qian, Shang Xie, and lixiang Song
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Cancer Research ,QH573-671 ,Chemistry ,Immunology ,Mesenchymal stem cell ,Oral cancer detection ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Cell Biology ,medicine.disease ,Article ,Metastasis ,Blot ,Cellular and Molecular Neuroscience ,Downregulation and upregulation ,Cancer research ,medicine ,Epithelial–mesenchymal transition ,Interleukin 8 ,Signal transduction ,Cytology ,Nucleolin ,RC254-282 - Abstract
A remarkable shift in Mesenchymal stromal cells (MSCs) plays an important role in cancer metastasis, but the molecular mechanism is still unclear. CPNE7, a calcium-dependent phospholipid-binding protein, mediates signal transduction and metastasis in many tumours. Here, we demonstrated that MSCs derived from OSCC (OSCC-MSCs) promoted the metastasis of OSCC cells by transwell assay and animal models through epithelial to mesenchymal transition (EMT) (p p
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- 2021
21. Oral cancer detection model in distributed cloud environment via optimized ensemble technique.
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Shetty, Savita and Patil, Annapurna P.
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ORAL cancer ,EARLY detection of cancer ,FISHER discriminant analysis ,CONVOLUTIONAL neural networks ,SUPPORT vector machines - Abstract
• The highlights of the article are given below for your kind perusal. Kindly, consider and forward my article for further processes. • To select the most reliable features among the extracted features with the suggested Improved Linear Discriminant Analysis (ILDA). • To construct an ensemble of classifier with Support Vector Machine (SVM), Convolutional Neural Network (CNN), and Multi-layer Perceptron (MLP) for precise oral cancer classification. • The weight of CNN is fine-tuned using a new hybrid optimization model- Aquila Exploration Updated with Local Movement (AEULM). A new Two-tier m-healthcare oral cancer detection framework is constructed in a distributed cloud environment in this study. The following is the detection model: The supplied data is pre-processed to reduce noise as well as any undesired artifacts. The region of interest is separated from the backdrop via image segmentation. The segmentation in this research is done utilizing the Region Growing Technique. Textural features, Graph features, and Morphological features are also retrieved. A suggested Improved Linear Discriminant Analysis (ILDA) is used to pick the features in this study. For cancer classification, the selected features are exposed to ensemble classifiers (EC). In EC, stage 1 includes the Support Vector Machine (SVM) and Multi-layer Perceptron (MLP)) modeled for disease classification. The stage 2 phase includes the optimized CNN, which makes the final decisions regarding the presence/ absence of oral cancer. The optimized CNN is trained with outcomes acquired from SVM and the input for optimal CNN is MLP, which will provide the final detected outcomes. Since, the CNN is the final decision makes, its weight of it is fine-tuned using a new hybrid optimization model- Aquila Exploration Updated with Local Movement (AEULM), this ensures enhanced detection accuracy. The traditional Aquila Optimizer (AO) and the proposed hybrid optimization method are conceptually combined to form Wildebeest Herd Optimization (WHO). To confirm the effectiveness of the predicted model, a comparative assessment is completed. [ABSTRACT FROM AUTHOR]
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- 2023
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22. CD109 acts as a gatekeeper of the epithelial trait by suppressing epithelial to mesenchymal transition in squamous cell carcinoma cells in vitro
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Sabrina Daniela da Silva, Shufeng Zhou, Anie Philip, and Peter M. Siegel
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Adult ,Male ,Epithelial-Mesenchymal Transition ,Cell Survival ,lcsh:Medicine ,Biology ,GPI-Linked Proteins ,Article ,03 medical and health sciences ,0302 clinical medicine ,Antigens, CD ,Cell Movement ,Transforming Growth Factor beta ,Squamous cell carcinoma ,Cell Line, Tumor ,Gene expression ,Humans ,Epithelial–mesenchymal transition ,lcsh:Science ,030304 developmental biology ,Aged ,Cell Proliferation ,Oligonucleotide Array Sequence Analysis ,Regulation of gene expression ,Aged, 80 and over ,0303 health sciences ,Multidisciplinary ,Cell growth ,Microarray analysis techniques ,Gene Expression Profiling ,Mesenchymal stem cell ,lcsh:R ,Oral cancer detection ,Middle Aged ,Neoplasm Proteins ,Gene Expression Regulation, Neoplastic ,stomatognathic diseases ,Cell culture ,030220 oncology & carcinogenesis ,Cancer research ,Carcinoma, Squamous Cell ,Female ,Mouth Neoplasms ,lcsh:Q ,Signal transduction ,CRISPR-Cas Systems ,Neoplasm Grading ,Signal Transduction - Abstract
There is increasing evidence that the expression of CD109, a GPI-anchored cell surface protein is dysregulated in squamous cell carcinoma (SCC). However, the functional role of CD109 in SCC progression is poorly understood. In current study, we demonstrate that CD109 is a critical regulator of epithelial phenotype in SSC cells. CD109 levels inversely correlate with TGF-β signaling, EMT, migration, and invasion in cultured SCC cells. CRISPR/Cas9-mediated knockout CD109 (CD109 KO) in SCC cells represses epithelial traits and promotes the mesenchymal phenotype, as evidenced by elevated expression of mesenchymal proteins and markers of epithelial to mesenchymal transition. Treatment with recombinant CD109 protein causes CD109 KO cells to regain their epithelial traits. CD109 loss results in pronounced alterations of gene expression as detected by microarray analysis and in dysregulation of 15 important signalling pathways as shown by KEGG pathway cluster analysis. Validation using 52 human oral SCC tumor samples show that CD109 levels inversely correlate with tumor grade and the activation state of one such pathway, the TGF-β signaling pathway. Taken together, our findings highlight a novel role for CD109 as a gatekeeper of the epithelial phenotype by regulating TGF-β pathway in SCC cells.
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- 2019
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23. Nano-diagnostics as an emerging platform for oral cancer detection: Current and emerging trends.
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Chakraborty D, Ghosh D, Kumar S, Jenkins D, Chandrasekaran N, and Mukherjee A
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- Humans, Biomarkers, Mouth Neoplasms diagnosis, Nanoparticles, Biosensing Techniques methods
- Abstract
Globally, oral cancer kills an estimated 150,000 individuals per year, with 300,000 new cases being diagnosed annually. The high incidence rate of oral cancer among the South-Asian and American populations is majorly due to overuse of tobacco, alcohol, and poor dental hygiene. Additionally, socio-economic issues and lack of general awareness delay the primary screening of the disease. The availability of early screening techniques for oral cancer can help in carving out a niche for accurate disease prognosis and also its prevention. However, conventional diagnostic approaches and therapeutics are still far from optimal. Thus, enhancing the analytical performance of diagnostic platforms in terms of specificity and precision can help in understanding the disease progression paradigm. Fabrication of efficient nanoprobes that are sensitive, noninvasive, cost-effective, and less labor-intensive can reduce the global cancer burden. Recent advances in optical, electrochemical, and spectroscopy-based nano biosensors that employ noble and superparamagnetic nanoparticles, have been proven to be extremely efficient. Further, these sensitive nanoprobes can also be employed for predicting disease relapse after chemotherapy, when the majority of the biomarker load is eliminated. Herein, we provide the readers with a brief summary of conventional and new-age oral cancer detection techniques. A comprehensive understanding of the inherent challenges associated with conventional oral cancer detection techniques is discussed. We also elaborate on how nanoparticles have shown tremendous promise and effectiveness in radically transforming the approach toward oral cancer detection. This article is categorized under: Diagnostic Tools > Biosensing Diagnostic Tools > Diagnostic Nanodevices Diagnostic Tools > In Vitro Nanoparticle-Based Sensing., (© 2022 Wiley Periodicals LLC.)
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- 2023
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24. Downregulation of ceramide synthase 1 promotes oral cancer through endoplasmic reticulum stress
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Zhe Liu, Yuhao Guo, Yi Li, Haibin Sun, Chenzhou Wu, Ling Qiu, Yafei Chen, Si-yu Chen, Longjiang Li, Wen Chen, Zhuoyuan Zhang, and Zi-jian An
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0301 basic medicine ,Ceramide ,Down-Regulation ,Apoptosis ,Article ,Malignant transformation ,Mice ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Downregulation and upregulation ,Cell Line, Tumor ,Animals ,General Dentistry ,Gene knockdown ,Cell growth ,Chemistry ,Endoplasmic reticulum ,Oral cancer detection ,Ceramide synthase 1 ,Endoplasmic Reticulum Stress ,lcsh:RK1-715 ,stomatognathic diseases ,Vascular endothelial growth factor A ,030104 developmental biology ,Head and Neck Neoplasms ,lcsh:Dentistry ,030220 oncology & carcinogenesis ,Carcinoma, Squamous Cell ,Cancer research ,Mouth Neoplasms ,Oxidoreductases - Abstract
C18 ceramide plays an important role in the occurrence and development of oral squamous cell carcinoma. However, the function of ceramide synthase 1, a key enzyme in C18 ceramide synthesis, in oral squamous cell carcinoma is still unclear. The aim of our study was to investigate the relationship between ceramide synthase 1 and oral cancer. In this study, we found that the expression of ceramide synthase 1 was downregulated in oral cancer tissues and cell lines. In a mouse oral squamous cell carcinoma model induced by 4-nitroquinolin-1-oxide, ceramide synthase 1 knockout was associated with the severity of oral malignant transformation. Immunohistochemical studies showed significant upregulation of PCNA, MMP2, MMP9, and BCL2 expression and downregulation of BAX expression in the pathological hyperplastic area. In addition, ceramide synthase 1 knockdown promoted cell proliferation, migration, and invasion in vitro. Overexpression of CERS1 obtained the opposite effect. Ceramide synthase 1 knockdown caused endoplasmic reticulum stress and induced the VEGFA upregulation. Activating transcription factor 4 is responsible for ceramide synthase 1 knockdown caused VEGFA transcriptional upregulation. In addition, mild endoplasmic reticulum stress caused by ceramide synthase 1 knockdown could induce cisplatin resistance. Taken together, our study suggests that ceramide synthase 1 is downregulated in oral cancer and promotes the aggressiveness of oral squamous cell carcinoma and chemotherapeutic drug resistance.
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- 2021
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25. Expression of p53, p63, podoplanin and Ki-67 in recurring versus non-recurring oral leukoplakia
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Dipak Sapkota, Lars Sand, Göran Kjeller, Bengt Hasséus, Jonas Sundberg, Burcu Tokozlu, Daniel Giglio, Jenny Öhman, Erik Holmberg, Sushma Pandey, and Anikó Kovács
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Oncology ,Adult ,Male ,medicine.medical_specialty ,Science ,Article ,Malignant transformation ,Internal medicine ,medicine ,Biomarkers, Tumor ,Humans ,Risk factor ,Prospective cohort study ,PDPN ,Aged ,Cell Proliferation ,Aged, 80 and over ,Multidisciplinary ,Membrane Glycoproteins ,biology ,business.industry ,Tumor Suppressor Proteins ,Oral cancer ,Oral cancer detection ,Middle Aged ,Log-rank test ,Ki-67 Antigen ,Podoplanin ,Ki-67 ,biology.protein ,Immunohistochemistry ,Medicine ,Female ,Leukoplakia, Oral ,Neoplasm Recurrence, Local ,Tumor Suppressor Protein p53 ,business ,Signal Transduction ,Transcription Factors - Abstract
Oral leukoplakia (OL), a potentially malignant disorder, recurs in 40% of cases after surgical removal. Recurrence is a risk factor for malignant transformation. We aimed to examine the prognostic significance of four biomarkers related to cell proliferation: p53, p63, podoplanin (PDPN) and Ki-67 in predicting recurrence. Formalin-fixed-paraffin-embedded specimens from excised OL (n = 73, 33 recurrent; 40 non-recurrent) were collected in a prospective study. Immunohistochemistry was used to visualise expression of p53, p63, PDPN and Ki-67. Image analysis software was used for quantification of p53-, p63- and Ki-67-expressing cells, while PDPN was analysed visually. The expression of all four proteins were higher in recurrent compared with non-recurrent OL, only expression of p53 was statistically significant. In uni- and multivariable Cox regression analyses of individual markers, expression of p63 was significantly associated with higher recurrence risk (p = 0.047). OL with a combined high expression of both p53 and p63 had a significantly higher risk to recur [Log Rank, p = 0.036; multivariate Cox, HR: 2.48 (1.13–5.44; p = 0.024)]. Combination of p53 and p63 expression may be used as a prognostic biomarker for recurrence of OL.
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- 2021
26. Regulation of FN1 degradation by the p62/SQSTM1-dependent autophagy–lysosome pathway in HNSCC
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Xing Li, Wenhuan Bu, Daowei Li, Yumeng Chen, Xiangwei Li, Qilin Liu, Lin Meng, Xinchen Liu, and Hongchen Sun
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0301 basic medicine ,Immunoprecipitation ,Article ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Lysosome ,MG132 ,Macroautophagy ,medicine ,General Dentistry ,Chemistry ,Autophagy ,Oral cancer detection ,BECN1 ,medicine.disease ,Head and neck squamous-cell carcinoma ,lcsh:RK1-715 ,030104 developmental biology ,medicine.anatomical_structure ,Cell culture ,030220 oncology & carcinogenesis ,lcsh:Dentistry ,Proteasome inhibitor ,Cancer research ,medicine.drug - Abstract
Epithelial–mesenchymal transition (EMT) is involved in both physiological and pathological processes. EMT plays an essential role in the invasion, migration and metastasis of tumours. Autophagy has been shown to regulate EMT in a variety of cancers but not in head and neck squamous cell carcinoma (HNSCC). Herein, we investigated whether autophagy also regulates EMT in HNSCC. Analyses of clinical data from three public databases revealed that higher expression of fibronectin-1 (FN1) correlated with poorer prognosis and higher tumour pathological grade in HNSCC. Data from SCC-25 cells demonstrated that rapamycin and Earle’s balanced salt solution (EBSS) promoted autophagy, leading to increased FN1 degradation, while 3-methyladenine (3-MA), bafilomycin A1 (Baf A1) and chloroquine (CQ) inhibited autophagy, leading to decreased FN1 degradation. On the other hand, autophagic flux was blocked in BECN1 mutant HNSCC Cal-27 cells, and rapamycin did not promote autophagy in Cal-27 cells; also in addition, FN1 degradation was inhibited. Further, we identified FN1 degradation through the lysosome-dependent degradation pathway using the proteasome inhibitor MG132. Data from immunoprecipitation assays also showed that p62/SQSTM1 participated as an autophagy adapter in the autophagy–lysosome pathway of FN1 degradation. Finally, data from immunoprecipitation assays demonstrated that the interaction between p62 and FN1 was abolished in p62 mutant MCF-7 and A2780 cell lines. These results indicate that autophagy significantly promotes the degradation of FN1. Collectively, our findings clearly suggest that FN1, as a marker of EMT, has adverse effects on HNSCC and elucidate the autophagy–lysosome degradation mechanism of FN1.
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- 2020
27. FGF8 induces epithelial-mesenchymal transition and promotes metastasis in oral squamous cell carcinoma
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Rui Liu, Xiaoyan Xie, Yanxuan Xiao, Shuya Tang, Qianming Chen, Xiaoyu Liao, and Yilong Hao
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0301 basic medicine ,animal structures ,Epithelial-Mesenchymal Transition ,Fibroblast Growth Factor 8 ,Drug resistance ,Fibroblast growth factor ,Article ,Metastasis ,03 medical and health sciences ,Mice ,0302 clinical medicine ,FGF8 ,Downregulation and upregulation ,stomatognathic system ,Cell Movement ,Cell Line, Tumor ,Medicine ,Animals ,Humans ,Epithelial–mesenchymal transition ,General Dentistry ,biology ,business.industry ,Squamous Cell Carcinoma of Head and Neck ,Oral cancer detection ,biology.organism_classification ,medicine.disease ,Cell invasion ,lcsh:RK1-715 ,stomatognathic diseases ,030104 developmental biology ,Head and Neck Neoplasms ,030220 oncology & carcinogenesis ,lcsh:Dentistry ,Cancer cell ,Lentivirus ,embryonic structures ,Cancer research ,Carcinoma, Squamous Cell ,Mouth Neoplasms ,Neoplasm Recurrence, Local ,business - Abstract
Oral squamous cell carcinoma (OSCC) is one of the most common cancers worldwide, and with 354 864 new cases each year. Cancer metastasis, recurrence, and drug resistance are the main causes to cripples and deaths of OSCC patients. As potent growth factors, fibroblast growth factors (FGFs) are frequently susceptible to being hijacked by cancer cells. In this study, we show that FGF8 is upregulated in OSCC tissues and high FGF8 expression is related with a set of clinicopathologic parameters, including age, drinking, and survival time. FGF8 treatment enhances the invasive capability of OSCC cells. Lentivirus-based FGF8 expression promotes OSCC metastasis in a mouse lung metastasis model. Further, mechanistic study demonstrates that FGF8 induces epithelial–mesenchymal transition (EMT) in OSCC cells. These results highlight a pro-metastatic function of FGF8, and underscore the role of FGF8 in OSCC development.
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- 2020
28. Prognostic value of tertiary lymphoid structure and tumour infiltrating lymphocytes in oral squamous cell carcinoma
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Bin Cheng, Huanzi Lu, Yanqiong Wang, Qunxing Li, Juan Fang, Shuqiong Wen, Dikan Wang, Zhi Wang, and Xiangqi Liu
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Cancer microenvironment ,0301 basic medicine ,Oncology ,medicine.medical_specialty ,High endothelial venules ,Article ,Prognostic markers ,03 medical and health sciences ,Lymphocytes, Tumor-Infiltrating ,0302 clinical medicine ,Internal medicine ,Carcinoma ,medicine ,Humans ,Cytotoxic T cell ,General Dentistry ,Survival analysis ,CD20 ,Mouth neoplasm ,biology ,Squamous Cell Carcinoma of Head and Neck ,business.industry ,Hazard ratio ,Oral cancer detection ,Prognosis ,medicine.disease ,lcsh:RK1-715 ,Tertiary Lymphoid Structures ,030104 developmental biology ,Head and Neck Neoplasms ,lcsh:Dentistry ,030220 oncology & carcinogenesis ,Carcinoma, Squamous Cell ,biology.protein ,Mouth Neoplasms ,Neoplasm Recurrence, Local ,business ,CD8 - Abstract
Tertiary lymphoid structures (TLS) are ectopic lymphoid structures in cancers that are largely associated with favourable prognosis. However, the prognostic value of TLSs in oral squamous cell carcinoma (OSCC) is largely unknown, and the association between tumour infiltrating lymphocytes (TILs) and TLSs has been rarely explored in OSCC. In this study, associated markers of TLS, including peripheral node address (PNAd) in high endothelial venules, CD20 in B cells and CD3 in T cells, were examined in 168 OSCC patients, and survival analysis was performed between TLS-positive and TLS-negative cohorts. We detected the presence of TILs by staining CD8+ cytotoxic T cells and CD57+ NK cells as well. TLSs appeared as highly organized structures in 45 (26.8%) cases. TLS-positive patients had a better 5-year overall survival (OS) rate (88.9% vs. 56.1%, P P = 0.002). Moreover, the presence of TLS was an independent prognostic factor for both the 5-year OS rate (hazard ratio [HR] = 3.784; 95% confidence interval [CI], 1.498–9.562) and RFS rate (HR = 3.296; 95% CI, 1.279–8.490) in multivariate analysis. Furthermore, a higher density of CD8+ T cells and CD57+ NK cells was found in TLS-positive sections than in TLS-negative counterparts (P
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- 2020
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29. Diagnostic Accuracy and Confidence of [18F] FDG PET/MRI in comparison with PET or MRI alone in Head and Neck Cancer
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Inpyeong Hwang, Gi Jeong Cheon, Seung Hong Choi, Chul-Ho Sohn, Jisang Park, Kyoungjune Pak, Eun Kyoung Lee, Ji Ye Lee, Ji Hoon Kim, Koung Mi Kang, Tae Jin Yun, Inseon Ryoo, and Roh Eul Yoo
- Subjects
Adult ,Male ,Adolescent ,lcsh:Medicine ,Diagnostic concordance ,Diagnostic accuracy ,Malignancy ,Multimodal Imaging ,Sensitivity and Specificity ,Article ,030218 nuclear medicine & medical imaging ,18f fdg pet ,Lesion ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Fluorodeoxyglucose F18 ,medicine ,Humans ,In patient ,lcsh:Science ,Head and neck ,Head and neck cancer ,Aged ,Retrospective Studies ,Aged, 80 and over ,Multidisciplinary ,business.industry ,lcsh:R ,Oral cancer detection ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Head and Neck Neoplasms ,030220 oncology & carcinogenesis ,Positron-Emission Tomography ,lcsh:Q ,Cancer imaging ,Female ,medicine.symptom ,Radiopharmaceuticals ,business ,Nuclear medicine ,Tomography, X-Ray Computed - Abstract
The usefulness of PET/MRI in head and neck malignancy has not been fully elucidated. The purpose of our study was to evaluate the diagnostic accuracy and confidence of PET/MRI in comparison with PET or MRI alone. This study included 73 consecutive patients who underwent [18F] FDG PET/MRI in head and neck under the suspicion of malignancy. A neuroradiologist and a nuclear medicine specialist reviewed MRI and PET images, respectively and independently, followed by a consensus review of PET/MRI one month later. For 134 lesions, accuracy and confidence were compared among PET, MRI, and PET/MRI. For lesion base, PET/MRI had a sensitivity of 85.7%, a specificity of 89.1%, a PPV of 89.6%, a negative predictive value of 85.1%, and an accuracy of 87.3%. AUCs of PET/MRI per lesion (0.926) and per patient (0.934) for diagnosing malignancy were higher than PET (0.847 and 0.747, respectively) or MRI (0.836 and 0.798, respectively) alone (P
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- 2020
30. Validation of Salivary Markers, IL-1β, IL-8 and Lgals3bp for Detection of Oral Squamous Cell Carcinoma in an Indian Population
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Jayant K. Singh, Prerana Singh, and Jitendra K. Verma
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Oncology ,Saliva ,medicine.medical_specialty ,Interleukin-1beta ,lcsh:Medicine ,Enzyme-Linked Immunosorbent Assay ,Article ,03 medical and health sciences ,0302 clinical medicine ,Antigen ,Antigens, Neoplasm ,Internal medicine ,Biomarkers, Tumor ,Carcinoma ,medicine ,Humans ,Interleukin 8 ,Stage (cooking) ,lcsh:Science ,Multidisciplinary ,business.industry ,Interleukin-8 ,lcsh:R ,Oral cancer detection ,Indian population ,Cancer ,Diagnostic markers ,030206 dentistry ,medicine.disease ,stomatognathic diseases ,030220 oncology & carcinogenesis ,Carcinoma, Squamous Cell ,Mouth Neoplasms ,lcsh:Q ,Cancer biomarkers ,business - Abstract
Early detection and easier follow-up of oral squamous cell carcinoma (OSCC) would significantly improve the morbidity and mortality associated with it. With newer technologies, it has become possible to validate cancer biomarkers in saliva with high sensitivity and specificity. There is however a need to further validate these biomarkers in cohorts of different ethnic groups. Our objective was to validate previously evaluated salivary biomarkers in Indian population. The study enrolled 117 patients. These were grouped into subcatergories of 31 early (TNMstage I-II) and 27 late-stage OSCC (TNM stage III-IV), 30 PMOD and 29 post-treatment patients. There were 42 control subjects. We evaluated 3 protein markers, IL-1β, IL-8 and LGALS3BP using ELISA, from unstimulated saliva samples. Statistical analysis was done to calculate p-value, ROC, AUC, sensitivity, and specificity. Protein markers IL-1β and IL-8 were significantly elevated (p
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- 2020
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31. Significance of depth of invasion determined by MRI in cT1N0 tongue squamous cell carcinoma
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Hailiang Li, Lifeng Wang, Liuqing Kang, Chunmiao Xu, Qi Yao, Junhui Yuan, Xuejun Chen, and Xiaoxian Zhang
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Adult ,Male ,Oncology ,medicine.medical_specialty ,Lymphovascular invasion ,medicine.medical_treatment ,lcsh:Medicine ,Logistic regression ,Article ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,Clinical endpoint ,Carcinoma ,Humans ,Medicine ,Neoplasm Invasiveness ,lcsh:Science ,Aged ,Neoplasm Staging ,Proportional Hazards Models ,Univariate analysis ,Multidisciplinary ,business.industry ,Proportional hazards model ,lcsh:R ,Oral cancer detection ,Disease Management ,Neck dissection ,030206 dentistry ,Middle Aged ,Prognosis ,medicine.disease ,Magnetic Resonance Imaging ,Occult ,humanities ,Tongue Neoplasms ,ROC Curve ,Risk factors ,Lymphatic Metastasis ,Surgical oncology ,030220 oncology & carcinogenesis ,Carcinoma, Squamous Cell ,lcsh:Q ,Female ,Cancer imaging ,business - Abstract
Depth of invasion (DOI) can be calculated preoperatively by MRI, and whether MRI-determined DOI can predict prognosis as well as whether it can be used as an indicator of neck dissection in cT1N0 tongue squamous cell carcinoma (SCC) remains unknown. The main goal of the current study was to answer these unknowns. A total of 151 patients with surgically treated cT1N0 tongue SCC were retrospectively enrolled, and MRI-determined DOI was measured based on T1-weighted layers with a 3.0T scan. The Chi-square test was used to evaluate the association between clinical pathologic variables and neck lymph node metastasis, and the factors that were significant in the Chi-square test were then analyzed in a multivariate logistic regression analysis model to determine the independent predictors. The main study endpoints were locoregional control (LRC) and disease-specific survival (DSS), and the Kaplan-Meier method (log-rank test) was used to calculate the LRC and DSS rates. The factors that were significant in univariate analysis were then analyzed in the Cox model to determine the independent prognostic factors. A value of p
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- 2020
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32. Serum sHLA-G: Significant diagnostic biomarker with respect to therapy and immunosuppressive mediators in Head and Neck Squamous Cell Carcinoma
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Lalit Kumar, Sharmistha Dey, Abhishek Gupta, and Vertica Agnihotri
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Adult ,Male ,lcsh:Medicine ,Disease ,Article ,Proinflammatory cytokine ,Immune tolerance ,Tumour biomarkers ,03 medical and health sciences ,Interferon-gamma ,Young Adult ,0302 clinical medicine ,Biomarkers, Tumor ,Immune Tolerance ,Medicine ,Humans ,Secretion ,RNA, Messenger ,Young adult ,lcsh:Science ,Aged ,Regulation of gene expression ,Aged, 80 and over ,HLA-G Antigens ,Multidisciplinary ,business.industry ,Squamous Cell Carcinoma of Head and Neck ,lcsh:R ,Case-control study ,Oral cancer detection ,Middle Aged ,medicine.disease ,Prognosis ,Head and neck squamous-cell carcinoma ,Interleukin-10 ,Gene Expression Regulation, Neoplastic ,030220 oncology & carcinogenesis ,Case-Control Studies ,Cancer research ,lcsh:Q ,Female ,business ,030215 immunology - Abstract
Head & Neck Squamous Cell Carcinoma is one of the highest mortality factors in the world due to the lack of potential biomarker for early detection of disease. There is an urgent need for molecular marker involved in disease progression which remains suppressed normally, required for specificity. HLA-G is highly expressed in cancers and creates immune-suppressive microenvironment. Cancerous cells secrete inflammatory cytokines like IL-10,IFN-γ which increase expression of immunosuppressive molecules, such as HLA-G. We evaluated sHLA-G protein level in serum of 120 HNSCC patients at diagnosis and after therapy and compared with 99 individuals by SPR, ELISA and determined its mRNA level by qRT-PCR. sHLA-G was correlated with serum IL-10 and IFN-γ of the patients. Significant elevated levels of sHLA-G were observed in patients (8.25 ± 1.74 ng/µl) than control (6.45 ± 1.31 ng/µl). Levels were declined in (8.09 ± 1.79 ng/µl to 6.64 ± 1.33 ng/µl) patients in response to therapy. sHLA-G levels with tumor burden (8.16 ± 1.91 to 6.63 ± 1.32 ng/µl), node (8.62 ± 1.45 to 6.66 ± 1.26 ng/µl), PDSCC (8.14 ± 0.62 to 5.65 ± 0.27 ng/µl) and oropharynx (7.90 ± 1.24 to 6.10 ± 1.33 ng/µl) showed a positive and significant response to therapy. Findings indicate that sHLA-G can be a potential diagnostic serum protein marker for HNSCC due to its suppressive function and over expression in diseased condition with the influence of cytokines.
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- 2020
33. The dual role of curcumin and ferulic acid in counteracting chemoresistance and cisplatin-induced ototoxicity
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Gaetano Paludetti, Claudio Grassi, Daniele Mezzogori, Fabiola Paciello, Anna Rita Fetoni, Rolando Rolesi, Antonella Di Pino, and Diana Troiani
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Male ,head neck cancer ,Curcumin ,Antioxidant ,Coumaric Acids ,Settore BIO/09 - FISIOLOGIA ,medicine.medical_treatment ,cochlea ,lcsh:Medicine ,Antineoplastic Agents ,Article ,Ferulic acid ,chemistry.chemical_compound ,Ototoxicity ,In vivo ,medicine ,Animals ,Humans ,Phosphorylation ,Rats, Wistar ,lcsh:Science ,polyphenols ,Cisplatin ,Multidisciplinary ,Nuclear Respiratory Factor 1 ,lcsh:R ,NF-kappa B ,Oral cancer detection ,Drug Synergism ,personalized medicine ,medicine.disease ,Rats ,antioxidants ,chemistry ,Drug Resistance, Neoplasm ,Preclinical research ,Tumor progression ,Cancer cell ,Cancer research ,lcsh:Q ,medicine.drug - Abstract
Platinum-based agents, such as cisplatin, form the mainstay of currently used chemotherapeutic regimens for several malignancies; however, the main limitations are chemoresistance and ototoxic side effects. In this study we used two different polyphenols, curcumin and ferulic acid as adjuvant chemotherapeutics evaluating (1) in vivo their antioxidant effects in protecting against cisplatin ototoxicity and (2) in vitro the transcription factors involved in tumor progression and cisplatin resistance. We reported that both polyphenols show antioxidant and oto-protective activity in the cochlea by up-regulating Nrf-2/HO-1 pathway and downregulating p53 phosphorylation. However, only curcumin is able to influence inflammatory pathways counteracting NF-κB activation. In human cancer cells, curcumin converts the anti-oxidant effect into a pro-oxidant and anti-inflammatory one. Curcumin exerts permissive and chemosensitive properties by targeting the cisplatin chemoresistant factors Nrf-2, NF-κB and STAT-3 phosphorylation. Ferulic acid shows a biphasic response: it is pro-oxidant at lower concentrations and anti-oxidant at higher concentrations promoting chemoresistance. Thus, polyphenols, mainly curcumin, targeting ROS-modulated pathways may be a promising tool for cancer therapy. Thanks to their biphasic activity of antioxidant in normal cells undergoing stressful conditions and pro-oxidant in cancer cells, these polyphenols probably engage an interplay among the key factors Nrf-2, NF-κB, STAT-3 and p53.
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- 2020
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34. Advances in oral cancer detection using optical coherence tomography.
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Woonggyu Jung, Jun Zhang, Jungrae Chung, Wilder-Smith, P., Brenner, M., Nelson, J.S., and Zhongping Chen
- Abstract
Optical coherence tomography (OCT) is a new modality capable of cross sectional imaging of biological tissue. Due to its many technical advantages such as high image resolution, fast acquisition time, and noninvasive capabilities, OCT is potentially useful in various medical applications. Because OCT systems can function with a fiber optic probe, they are applicable to almost any anatomic structures accessible either directly, or by endoscopy. OCT has the potential to provide a fast and noninvasive means for early clinical detection, diagnosis, screening, and monitoring of precancer and cancer. With an imaging depth range of 2-3 mm, OCT diagnostics are particularly suitable for the oral mucosa. Currently, it is difficult to detect premalignant and malignant oral lesions due to their often multifocal nature and need for repeated biopsies. The goal of this study was to evaluate the feasibility of OCT for the diagnosis of multiple stages of oral cancer progression. In this paper, we present not only conventional 2-D OCT images, but also 3-D volume images of normal and precancerous lesions. Our results demonstrate that OCT is a potential tool for cancer detection with comprehensive diagnostic images. [ABSTRACT FROM PUBLISHER]
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- 2005
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35. Histopathology Feature Mining and Association with Hyperspectral Imaging for the Detection of Squamous Neoplasia
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Dongsheng Wang, Susan Muller, Baowei Fei, Georgia Z. Chen, Xu Wang, James V. Little, Amy Y. Chen, Guolan Lu, and Xulei Qin
- Subjects
Disease status ,medicine.medical_specialty ,lcsh:Medicine ,Biology ,01 natural sciences ,Article ,010309 optics ,03 medical and health sciences ,Mice ,0302 clinical medicine ,Discriminative model ,0103 physical sciences ,medicine ,Animals ,Humans ,Diagnosis, Computer-Assisted ,lcsh:Science ,Multidisciplinary ,Spectral signature ,business.industry ,lcsh:R ,Optical Imaging ,Oral cancer detection ,Hyperspectral imaging ,Digital pathology ,Pattern recognition ,Biological tissue ,Feature mining ,030220 oncology & carcinogenesis ,Carcinoma, Squamous Cell ,Mice, Inbred CBA ,Histopathology ,lcsh:Q ,Female ,Mouth Neoplasms ,Artificial intelligence ,business - Abstract
Hyperspectral imaging (HSI) is a noninvasive optical modality that holds promise for early detection of tongue lesions. Spectral signatures generated by HSI contain important diagnostic information that can be used to predict the disease status of the examined biological tissue. However, the underlying pathophysiology for the spectral difference between normal and neoplastic tissue is not well understood. Here, we propose to leverage digital pathology and predictive modeling to select the most discriminative features from digitized histological images to differentiate tongue neoplasia from normal tissue, and then correlate these discriminative pathological features with corresponding spectral signatures of the neoplasia. We demonstrated the association between the histological features quantifying the architectural features of neoplasia on a microscopic scale, with the spectral signature of the corresponding tissue measured by HSI on a macroscopic level. This study may provide insight into the pathophysiology underlying the hyperspectral dataset.
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- 2019
36. Identification and profiling of microRNAs expressed in oral buccal mucosa squamous cell carcinoma of Chinese hamster
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Xiaotang Wang, Wen-biao Pang, Lanfei Xiao, Guohua Song, Xiaoyan Yan, Jianing Wei, Li-hong Li, Guoqiang Xu, and Zhao-yang Chen
- Subjects
0301 basic medicine ,Carcinogenesis ,Cell ,lcsh:Medicine ,Apoptosis ,Article ,Chinese hamster ,Phosphatidylinositol 3-Kinases ,03 medical and health sciences ,Cricetulus ,0302 clinical medicine ,microRNA ,Gene expression ,Cancer genomics ,medicine ,Animals ,PTEN ,lcsh:Science ,Regulation of gene expression ,Multidisciplinary ,biology ,Gene Expression Profiling ,lcsh:R ,Oral cancer detection ,Mouth Mucosa ,PTEN Phosphohydrolase ,biology.organism_classification ,MicroRNAs ,030104 developmental biology ,medicine.anatomical_structure ,030220 oncology & carcinogenesis ,Buccal Mucosa Squamous Cell Carcinoma ,miRNAs ,Carcinoma, Squamous Cell ,Cancer research ,biology.protein ,Immunohistochemistry ,lcsh:Q ,Mouth Neoplasms ,Proto-Oncogene Proteins c-akt ,Signal Transduction - Abstract
MicroRNAs are known to play essential role in the gene expression regulation in cancer. In our research, next-generation sequencing technology was applied to explore the abnormal miRNA expression of oral squamous cell carcinoma (OSCC) in Chinese hamster. A total of 3 novel miRNAs (Novel-117, Novel-118, and Novel-135) and 11 known miRNAs (crg-miR-130b-3p, crg-miR-142-5p, crg-miR-21-3p, crg-miR-21-5p, crg-miR-542-3p, crg-miR-486-3p, crg-miR-499-5p, crg-miR-504, crg-miR-34c-5p, crg-miR-34b-5p and crg-miR-34c-3p) were identified. We conducted functional analysis, finding that 340 biological processes, 47 cell components, 46 molecular functions were associated with OSCC. Meanwhile the gene expression of Caspase-9, Caspase-3, Bax, and Bcl-2 were determined by qRT-PCR and the protein expression of PTEN and p-AKT by immunohistochemistry. Our research proposed further insights to the profiles of these miRNAs and provided a basis for investigating the regulatory mechanisms involved in oral cancer research.
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- 2019
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37. CD206+ tumor-associated macrophages promote proliferation and invasion in oral squamous cell carcinoma via EGF production
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Seiji Nakamura, Keita Mochizuki, Akira Chinju, A. S.M.Rafiul Haque, Akihiko Tanaka, Jun Nosuke Hayashida, Takashi Maehara, Taiki Sakamoto, Naoki Kaneko, Keigo Kubota, Ryusuke Munemura, Shintaro Kawano, Mizuki Sakamoto, Noriko Ishiguro, Masafumi Moriyama, and Tamotsu Kiyoshima
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Male ,Biopsy ,lcsh:Medicine ,Tumor Microenvironment ,skin and connective tissue diseases ,lcsh:Science ,Aged, 80 and over ,Multidisciplinary ,medicine.diagnostic_test ,integumentary system ,Chemistry ,Oral cancer detection ,Scavenger Receptors, Class A ,Middle Aged ,Immunohistochemistry ,Gene Expression Regulation, Neoplastic ,Carcinoma, Squamous Cell ,Disease Progression ,Female ,Mouth Neoplasms ,Mannose Receptor ,hormones, hormone substitutes, and hormone antagonists ,Cancer microenvironment ,Adult ,Antigens, Differentiation, Myelomonocytic ,Receptors, Cell Surface ,Article ,Flow cytometry ,Immune system ,stomatognathic system ,Antigens, CD ,medicine ,Carcinoma ,Humans ,Lectins, C-Type ,Neoplasm Invasiveness ,Aged ,Cell Proliferation ,Tumor microenvironment ,Epidermal Growth Factor ,Cell growth ,Macrophages ,lcsh:R ,medicine.disease ,stomatognathic diseases ,Mannose-Binding Lectins ,Tumor progression ,Cancer research ,lcsh:Q ,CD163 - Abstract
Tumor-associated macrophages (TAMs) promote tumor progression and inhibit anti-tumor immune response by producing various mediators and preferentially express CD163, CD204, and CD206. However, the role of these TAM subsets in oral squamous cell carcinoma (OSCC) remains unclear. Here we investigated the expression and function of TAM subsets in OSCC, especially in cancer cell proliferation. Biopsy sample from 44 patients with OSCC were examined for the expression of TAM markers and EGF by immunohistochemistry. EGF production of TAM subsets isolated from OSCC patients was assessed by flow cytometry. We also examined the effect of conditioned medium from TAM subsets on the proliferation of OSCC cells. CD163+ cells were detected diffusely all over the tumor and connective tissue area, while CD204+ and CD206+ cells were mainly detected in/around the tumors. Flow cytometric analysis found that CD206+ TAMs strongly produced EGF compared with CD163+ and CD204+ TAMs. Cell proliferation and invasion of OSCC cells cultured with conditioned medium of CD206+ TAMs were strongly enhanced and inhibited by anti-EGFR. The number of CD206+ TAMs positively correlated with worse clinical prognosis. Our results revealed differences in localization and EGF production among these TAM subsets. CD206+ TAMs might play a critical role in the proliferation of OSCC via EGF production.
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- 2019
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38. Head and Neck Cancer Detection in Digitized Whole-Slide Histology Using Convolutional Neural Networks
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Larry L. Myers, Baran D. Sumer, Martin Halicek, Baowei Fei, James V. Little, Amy Y. Chen, and Maysam Shahedi
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0301 basic medicine ,medicine.medical_specialty ,Datasets as Topic ,lcsh:Medicine ,Breast Neoplasms ,Sensitivity and Specificity ,Convolutional neural network ,Article ,Specimen Handling ,Thyroid carcinoma ,03 medical and health sciences ,0302 clinical medicine ,Breast cancer ,Image Interpretation, Computer-Assisted ,medicine ,Carcinoma ,Humans ,Thyroid Neoplasms ,Medical diagnosis ,lcsh:Science ,Multidisciplinary ,business.industry ,lcsh:R ,Head and neck cancer ,Oral cancer detection ,Reproducibility of Results ,Cancer ,Histology ,medicine.disease ,3. Good health ,030104 developmental biology ,Head and Neck Neoplasms ,Lymphatic Metastasis ,030220 oncology & carcinogenesis ,Carcinoma, Squamous Cell ,Female ,Cancer imaging ,lcsh:Q ,Neural Networks, Computer ,Radiology ,business - Abstract
Primary management for head and neck cancers, including squamous cell carcinoma (SCC), involves surgical resection with negative cancer margins. Pathologists guide surgeons during these operations by detecting cancer in histology slides made from the excised tissue. In this study, 381 digitized, histological whole-slide images (WSI) from 156 patients with head and neck cancer were used to train, validate, and test an inception-v4 convolutional neural network. The proposed method is able to detect and localize primary head and neck SCC on WSI with an AUC of 0.916 for patients in the SCC testing group and 0.954 for patients in the thyroid carcinoma testing group. Moreover, the proposed method is able to diagnose WSI with cancer versus normal slides with an AUC of 0.944 and 0.995 for the SCC and thyroid carcinoma testing groups, respectively. For comparison, we tested the proposed, diagnostic method on an open-source dataset of WSI from sentinel lymph nodes with breast cancer metastases, CAMELYON 2016, to obtain patch-based cancer localization and slide-level cancer diagnoses. The experimental design yields a robust method with potential to help create a tool to increase efficiency and accuracy of pathologists detecting head and neck cancers in histological images.
- Published
- 2019
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39. A novel digital score for abundance of tumour infiltrating lymphocytes predicts disease free survival in oral squamous cell carcinoma
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Muhammad Shaban, Muhammad Moazam Fraz, Najah Alsubaie, Nasir M. Rajpoot, Sajid Mushtaq, Mariam Hassan, Iqra Masood, Asif Loya, and Syed Ali Khurram
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0301 basic medicine ,Oncology ,Adult ,Male ,Disease free survival ,medicine.medical_specialty ,Treatment response ,Disease-free survival ,H&E stain ,lcsh:Medicine ,Article ,RC0254 ,03 medical and health sciences ,Prognostic markers ,0302 clinical medicine ,Lymphocytes, Tumor-Infiltrating ,Internal medicine ,Biomarkers, Tumor ,Medicine ,Humans ,Basal cell ,lcsh:Science ,Aged ,Multidisciplinary ,business.industry ,Squamous Cell Carcinoma of Head and Neck ,Incidence (epidemiology) ,lcsh:R ,Oral cancer detection ,Cancer ,Histology ,Middle Aged ,medicine.disease ,Survival Analysis ,stomatognathic diseases ,030104 developmental biology ,030220 oncology & carcinogenesis ,Carcinoma, Squamous Cell ,Biomarker (medicine) ,Female ,Mouth Neoplasms ,lcsh:Q ,Medical imaging ,business - Abstract
Oral squamous cell carcinoma (OSCC) is the most common type of head and neck (H&N) cancers with an increasing worldwide incidence and a worsening prognosis. The abundance of tumour infiltrating lymphocytes (TILs) has been shown to be a key prognostic indicator in a range of cancers with emerging evidence of its role in OSCC progression and treatment response. However, the current methods of TIL analysis are subjective and open to variability in interpretation. An automated method for quantification of TIL abundance has the potential to facilitate better stratification and prognostication of oral cancer patients. We propose a novel method for objective quantification of TIL abundance in OSCC histology images. The proposed TIL abundance (TILAb) score is calculated by first segmenting the whole slide images (WSIs) into underlying tissue types (tumour, lymphocytes, etc.) and then quantifying the co-localization of lymphocytes and tumour areas in a novel fashion. We investigate the prognostic significance of TILAb score on digitized WSIs of Hematoxylin and Eosin (H&E) stained slides of OSCC patients. Our deep learning based tissue segmentation achieves high accuracy of 96.31%, which paves the way for reliable downstream analysis. We show that the TILAb score is a strong prognostic indicator (p = 0.0006) of disease free survival (DFS) on our OSCC test cohort. The automated TILAb score has a significantly higher prognostic value than the manual TIL score (p = 0.0024). In summary, the proposed TILAb score is a digital biomarker which is based on more accurate classification of tumour and lymphocytic regions, is motivated by the biological definition of TILs as tumour infiltrating lymphocytes, with the added advantages of objective and reproducible quantification.
- Published
- 2019
40. CCT α is a novel biomarker for diagnosis of laryngeal squamous cell cancer
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Zonggui Wang, Yin Zhao, Zhuping Zhang, Jinzhang Cheng, Jingpu Yang, and Chang Zhao
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Cancer microenvironment ,0301 basic medicine ,Oncology ,medicine.medical_specialty ,lcsh:Medicine ,Malignancy ,Article ,Choline-phosphate cytidylyltransferase ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,Medicine ,Stage (cooking) ,lcsh:Science ,Tumor microenvironment ,Multidisciplinary ,Receiver operating characteristic ,business.industry ,lcsh:R ,Oral cancer detection ,Methylation ,medicine.disease ,030104 developmental biology ,030220 oncology & carcinogenesis ,Biomarker (medicine) ,Immunohistochemistry ,lcsh:Q ,business - Abstract
Choline phosphate-based delivery systems can target the acidic tumor microenvironment. In this study, we set out to evaluate the diagnostic value of Choline phosphate cytidylyltransferase-α (CCTα) in laryngeal squamous cell cancer (LSCC). The expression of CCTα was detected using immunohistochemistry in 50 LSCC patients’ tissues and 16 vocal polyps as control group. Then, clinical data was collected and we used receiver operating characteristic curve (ROC) to estimate the potential of CCTα as diagnostic biomarker. We found CCTα levels to be significantly high in the tissues derived from LSCC patients, (p p p p p p
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- 2019
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41. Sentinel lymph node biopsy in cN0 neck management of parotid cancer
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Kai Ba, Wenting Pan, Fei Liu, Qigen Fang, and Xingyu Niu
- Subjects
Male ,0301 basic medicine ,Time Factors ,Node metastasis ,medicine.medical_treatment ,lcsh:Medicine ,Kaplan-Meier Estimate ,Metastasis ,0302 clinical medicine ,Medicine ,Prospective Studies ,Neoplasm Metastasis ,lcsh:Science ,Head and neck cancer ,Multidisciplinary ,medicine.diagnostic_test ,Oral cancer detection ,Middle Aged ,Parotid Neoplasms ,Treatment Outcome ,Outcomes research ,Lymphatic Metastasis ,Surgical oncology ,Neck Dissection ,Female ,Radiology ,Adult ,medicine.medical_specialty ,Biopsy, Fine-Needle ,Sentinel lymph node ,Neck disease ,Article ,Young Adult ,03 medical and health sciences ,Biopsy ,Humans ,In patient ,Aged ,Neoplasm Staging ,Sentinel Lymph Node Biopsy ,business.industry ,lcsh:R ,Neck dissection ,Salivary gland diseases ,medicine.disease ,030104 developmental biology ,Parotid cancer ,lcsh:Q ,Lymph Nodes ,Neoplasm Recurrence, Local ,business ,030217 neurology & neurosurgery - Abstract
Our goals was to evaluate how sentinel lymph node biopsy (SLNB) benefit neck management in patients with parotid cancer. Patients diagnosed with cN0 parotid cancer by preoperative fine needle puncture were prospectively enrolled. The neck status was evaluated by SLNB. If node metastasis was proved by SLNB, a neck dissection of level I–V a was performed, or a wait-and-see policy was conducted for the patient. All related information was extracted and analyzed. Positive SLNB result occurred in 33 (16.7%) patients, and level II metastasis was noted in 100% of the patients. Isolated level III metastasis was noted in 3 (9.1%) patients. During our follow-up with mean time of 49.5 months, 20 patients developed regional recurrence, in which 6 patients had neck dissection as part of their initial management. All the recurrent neck disease was successfully salvaged. Therefore, SLNB was a reliable procedure for neck management in parotid cancer.
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- 2019
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42. Method for diagnosing neoplastic lesions by quantitative fluorescence value
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Aki Nakamura-Takahashi, Taisuke Mori, Masataka Kasahara, Longqiang Yang, Ayaka Kosugi, and Takahiko Shibahara
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Male ,0301 basic medicine ,Pathology ,medicine.medical_specialty ,Carcinogenesis ,lcsh:Medicine ,medicine.disease_cause ,Article ,Epithelium ,Fluorescence ,03 medical and health sciences ,0302 clinical medicine ,Tongue ,Carcinoma ,medicine ,Animals ,Humans ,Stage (cooking) ,lcsh:Science ,Neoplasm Staging ,Multidisciplinary ,business.industry ,Carcinoma in situ ,lcsh:R ,Optical Imaging ,Oral cancer detection ,Mouth Mucosa ,Reproducibility of Results ,Cancer ,Histology ,Oncogenes ,Neoplasms, Experimental ,medicine.disease ,4-Nitroquinoline-1-oxide ,Rats ,Tongue Neoplasms ,030104 developmental biology ,Dysplasia ,Tumor progression ,Carcinogens ,Carcinoma, Squamous Cell ,Disease Progression ,lcsh:Q ,business ,030217 neurology & neurosurgery - Abstract
Fluorescence visualization devices (FVs) are useful for detecting malignant lesions because of their simple and noninvasive application. However, their quantitative application has been challenging. This study aimed to quantitatively and statistically evaluate the change in fluorescence intensity (FI) during the progression from normal epithelium to squamous cell carcinoma using a reproducible animal tongue carcinogenesis model. To establish this model, rats were treated with 50 ppm 4-Nitroquinoline 1-oxide (4NQO) in their drinking water for 10, 15, and 20 weeks. After 4NQO administration, each rat tongue was evaluated by gross observation, histology, and FI measurements. Fluorescence images were captured by FV, and ImageJ was used to measure FI, which was analyzed quantitatively and statistically. The establishment of a reproducible tumor progression model was confirmed, showing precancerous lesions (low-grade dysplasia [LGD]), early cancers (high-grade dysplasia/carcinoma in situ [HGD/CIS]), and advanced cancers (Cancer). This carcinogenesis model was quantitatively evaluated by FI. The FI of LGD stage was 54.6, which was highest intensity of all groups. Subsequently, the HGD/CIS and Cancer stages showed decreased FI (HGD/CIS: 46.1, Cancer: 49.1) and manifested as dark spots. This result indicates that FI had more variation and a wider range with increasing tumor progression. We demonstrated that FI migration and an uneven distribution are consistent with tumor progression. Since each step of tumor progression occurs reproducibly in this animal model, statistical evaluation was possible. In addition, tumor progression can be monitored by this new FI analysis method in humans.
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- 2019
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43. Development and validation of prognostic index based on autophagy-related genes in patient with head and neck squamous cell carcinoma.
- Author
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Feng H, Zhong L, Yang X, Wan Q, Pei X, and Wang J
- Abstract
Head and neck squamous cell carcinoma (HNSCC) is one of the most common cancers worldwide, accounting for almost 50% of all malignancies in developing nations. Autophagy plays a vital role in cancer initiation, malignant progression, and resistance to treatment. However, autophagy-related gene sets have rarely been analyzed in HNSCC. Hence, it is necessary to assess its clinical and pathological significance in a larger cohort of patients with HNSCC. The purpose of this study was to establish a novel autophagy-related prognostic marker for HNSCC. We screened 232 autophagy-related genes (ARGs) and identified 38 differentially expressed ARGs in The Cancer Genome Atlas (TCGA) cohorts. The prognosis-related ARGs signature, established using the univariate and multivariate Cox proportional regression models, consists of 10 ARGs that could divide patients into high-risk and low-risk groups. Survival analysis indicated that patients in the high-risk group had dramatically shorter overall survival compared with their low-risk counterparts. Cox regression analysis further confirmed the independent prognostic value of the autophagy-related signature, and the area under the receiver operating characteristic curve of the combined prognostic model was 0.722. Finally, the efficacy of autophagy-related signature was also validated by an independent cohort from the Gene Expression Omnibus (GEO) database. Collectively, we successfully constructed a novel autophagy-related signature for the prediction of prognosis in patients with HNSCC., Competing Interests: Conflict of interestThe authors declare that they have no conflict of interest., (© The Author(s) 2020.)
- Published
- 2020
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44. Life-saving oral cancer prevention and detection tools.
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DiGangi, Patti
- Subjects
ORAL cancer ,CANCER diagnosis ,CANCER prevention ,EARACHE - Abstract
The article presents a discussion about oral cancer and preventing it. The "Oral Cancer: What You Need to Know" from the Oral Cancer Foundation lists indicators of the condition which includes ear pain on one side and sore under a denture. A grant was given to the American Dental Association (ADA) for a continuing education program that would help health-care professionals battle oral cancer. OralCDx® may be used to test whether sores have abnormal cells that could lead to cancer.
- Published
- 2008
45. Advances in oral cancer detection using optical coherence tomography
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Jung, W, Jung, W, Zhang, J, Chung, J, Wilder-Smith, P, Brenner, M, Nelson, JS, Chen, Z, Jung, W, Jung, W, Zhang, J, Chung, J, Wilder-Smith, P, Brenner, M, Nelson, JS, and Chen, Z
- Abstract
Optical coherence tomography (OCT) is a new modality capable of cross sectional imaging of biological tissue. Due to its many technical advantages such as high image resolution, fast acquisition time, and noninvasive capabilities, OCT is potentially useful in various medical applications. Because OCT systems can function with a fiber optic probe, they are applicable to almost any anatomic structures accessible either directly, or by endoscopy. OCT has the potential to provide a fast and noninvasive means for early clinical detection, diagnosis, screening, and monitoring of precancer and cancer. With an imaging depth range of 2-3 mm, OCT diagnostics are particularly suitable for the oral mucosa. Currently, it is difficult to detect premalignant and malignant oral lesions due to their often multifocal nature and need for repeated biopsies. The goal of this study was to evaluate the feasibility of OCT for the diagnosis of multiple stages of oral cancer progression. In this paper, we present not only conventional 2-D OCT images, but also 3-D volume images of normal and precancerous lesions. Our results demonstrate that OCT is a potential tool for cancer detection with comprehensive diagnostic images. © 2005 IEEE.
- Published
- 2005
46. The assessment of diffused light illumination and acetic acid rinse (Microlux/DL™) in the visualisation of oral mucosal lesions
- Author
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McIntosh, Lidija, McCullough, Michael J., and Farah, Camile S.
- Subjects
- *
ACETIC acid , *PRECANCEROUS conditions , *ORAL mucosa diseases , *DRUG efficacy , *ORAL cancer patients , *MOUTHWASHES , *THERAPEUTICS ,CANCER phototherapy - Abstract
Summary: Oral examination alone cannot always distinguish benign from premalignant and malignant lesions, thereby resulting in delayed patient referral and poorer prognosis. Thus, any non-invasive technology which highlights oral premalignant and malignant lesions in a highly sensitive and specific manner will undoubtedly aid clinicians in early diagnosis and treatment of these conditions. The aim of this study was to assess the efficacy of acetic acid mouthwash and diffused light illumination (Microlux/DL™) as a diagnostic aid in the visualisation of oral mucosal lesions and its ability to highlight malignant and potentially malignant lesions. Fifty patients referred for assessment of an oral white lesion were initially examined under routine incandescent operatory light. The location, size, ease of visibility, border distinctness and presence of satellite lesions were recorded. Clinical examination was repeated using the Microlux/DL diffused light illumination kit. An incisional biopsy was performed to provide a definitive histopathological diagnosis. Microlux/DL examination enhanced the visibility of 34 lesions, however, it did not help uncover any clinically undetected lesions, change the provisional diagnosis, or alter the biopsy site. Microlux/DL showed a sensitivity of 77.8% and a specificity of 70.7%, with a positive predictive value of 36.8%. Although Microlux/DL appears useful at enhancing lesion visibility, it is a poor discriminator for inflammatory, traumatic and malignant lesions. [Copyright &y& Elsevier]
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- 2009
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47. The Role of Direct Visual Fluorescent Examination (VELscope) in Tumor Margin Delineation and Routine Screening of the Oral Cavity
- Author
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McNamara, Kristin Kay
- Subjects
- Dental Care, Health Care, Pathology, VELscope, oral cancer detection, oral cancer screening, oral cavity tissue autofluorescence
- Abstract
Visual inspection by conventional oral examination (COE) has been the backbone of oral cancer and precancer detection. More recently, several commercially available diagnostic adjuncts have been developed to aid clinicians in the early detection of oral epithelial dysplasia (OED) and squamous cell carcinoma (SCC). VELscope is a technology based on principles of autofluorescence imaging. This device offers in-vivo, real-time, direct visualization of tissue autofluorescence, termed direct visual fluorescent examination (DVFE). It is currently marketed as an oral cancer screening tool to be used with all new and recall dental patients and as an aid for surgeons in tumor margin delineation.Limited scientific literature supports the use of this device in high-risk patients. Preliminary studies indicate the VELscope shows promise in the identification of occult extension of OED and SCC during tumor margin delineation. The device has also been shown to discriminate normal oral mucosa from severe OED or SCC. However, the VELscope is marketed to general dentists as an oral cancer screening tool without literature support, as it has not adequately been tested for its ability to discriminate common benign tissuechanges from those associated with (pre)malignancy. We present a two arm study to evaluate VELscope indications for use, assessing the usefulness of DVFE in both surgical margin delineation and in routine screening of the oral cavity.20 patients presenting for surgical excision of prior biopsy confirmed OED or SCC were included in a high-risk study arm. Study subjects received a limited COE and DVFE with assessment of tumor margins by both examination techniques. 33.3% of tumors exhibited positive DVFE extension beyond the clinically visible tumor margin and 58.3% of these extensions demonstrated histologic evidence of premalignancy. DVFE achieved a sensitivity of 64% and specificity of 61.9% in discriminating clinically evident oral (pre)cancerous lesions and surrounding fields of occult premalignant extension from adjacent benign mucosa.The general population study arm consisted of 40 patients presenting for routine dental care. Study subjects received a comprehensive COE followed by DVFE and all positive DVFE areas were referred for scalpel biopsy. 21 mucosal abnormalities were positive by DVFE, all of which were clinically apparent by COE. 12 of these lesions underwent scalpel biopsy and diagnoses ranged from benign to malignant (10 benign, 1 premalignant, and 1 malignant). DVFE was statistically different from scalpel biopsy (P=0.0016) and deemed a poor proxy for biopsy.We conclude that DVFE shows promise in tumor margin delineation during surgical management of patients with oral cancer, however, our results are not as sweeping as prior reported and the overall validity of this technique is uncertain. Concern over the potential for false positive test results in routine oral cavity screening may limit the utility of VELscope in this clinical setting. The potential lack of specificity may lead to unnecessary biopsies, undo patient anxiety, and increased healthcare costs without benefit to patients. Further study is warranted to better elucidate the validity of VELscope in both surgical margin delineation and routine screening of the oral cavity.
- Published
- 2009
48. Development of a cell-based lab-on-a-chip sensor for detection of oral cancer biomarkers
- Author
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Weigum, Shannon Elise
- Subjects
- Oral cancer biomarkers, Oral cancer detection, Early detection, Lab-on-a-chip sensor, Tumor cells, Cancer diagnosis, Epidermal growth factor receptor biomarker, EGFR biomarker
- Abstract
Oral cancer is the sixth most common cancer worldwide and has been marked by high morbidity and poor survival rates that have changed little over the past few decades. Beyond prevention, early detection is the most crucial determinant for successful treatment and survival of cancer. Yet current methodologies for cancer diagnosis based upon pathological examination alone are insufficient for detecting early tumor progression and molecular transformation. Development of new diagnostic tools incorporating tumor biomarkers could enhance early detection by providing molecular-level insight into the biochemical and cellular changes associated with oral carcinogenesis. The work presented in this doctoral dissertation aims to address this clinical need through the development of new automated cellular analysis methods, incorporating lab-on-a-chip sensor techniques, for examination of molecular and morphological biomarkers associated with oral carcinogenesis. Using the epidermal growth factor receptor (EGFR) as a proof-of-principle biomarker, the sensor system demonstrated capacity to support rapid biomarker analysis in less than one-tenth the time of traditional methods and effectively characterized EGFR biomarker over-expression in oral tumor-derived cell lines. Successful extension from in vitro tumor cell lines to clinically relevant exfoliative brush cytology was demonstrated, providing a non-invasive method for sampling abnormal oral epithelium. Incorporation of exfoliative cytology further helped to define the important assay and imaging parameters necessary for dual molecular and morphological analysis in adherent epithelium. Next, this new sensor assay and method was applied in a small pilot study in order to secure an initial understanding of the diagnostic utility of such biosensor systems in clinical settings. Four cellular features were identified as useful indicators of cancerous or pre-cancerous conditions including, the nuclear area and diameter, nuclear-to-cytoplasm ratio, and EGFR biomarker expression. Further examination using linear regression and ROC curve analysis identified the morphological features as the best predictors of disease while a combination of all features may be ideal for classification of OSCC and pre-malignancy with high sensitivity and specificity. Further testing in a larger sample size is necessary to validate this regression model and the LOC sensor technique, but shows strong promise as a new diagnostic tool for early detection of oral cancer.
- Published
- 2008
49. Commit to saving lives through early oral cancer detection.
- Author
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Bregman, Jonathan A.
- Subjects
ORAL cancer ,CANCER diagnosis ,ORAL diseases ,ONCOLOGY ,DENTISTRY - Abstract
The author stresses the importance of early detection of oral cancer. Based on statistics, the five-year survival rate of 50% for the disease has not changed and early detection and diagnosis of oral cancer can improve the five-year survival rate from 85% to 90%. In the author's view, a complete oral examination (COE) and adjunctive technologies will save lives and build dental practices. He cites several products for early oral abnormal lesion detection including Vizilite Plus and Orascoptic UK.
- Published
- 2008
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