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1.
Oral Oncol ; 60: 103-11, 2016 09.
Article in English | MEDLINE | ID: mdl-27531880

ABSTRACT

UNLABELLED: Despite significant advances in surgical procedures and treatment, long-term prognosis for patients with oral cancer remains poor, with survival rates among the lowest of major cancers. Better methods are desperately needed to identify potential malignancies early when treatments are more effective. OBJECTIVE: To develop robust classification models from cytology-on-a-chip measurements that mirror diagnostic performance of gold standard approach involving tissue biopsy. MATERIALS AND METHODS: Measurements were recorded from 714 prospectively recruited patients with suspicious lesions across 6 diagnostic categories (each confirmed by tissue biopsy -histopathology) using a powerful new 'cytology-on-a-chip' approach capable of executing high content analysis at a single cell level. Over 200 cellular features related to biomarker expression, nuclear parameters and cellular morphology were recorded per cell. By cataloging an average of 2000 cells per patient, these efforts resulted in nearly 13 million indexed objects. RESULTS: Binary "low-risk"/"high-risk" models yielded AUC values of 0.88 and 0.84 for training and validation models, respectively, with an accompanying difference in sensitivity+specificity of 6.2%. In terms of accuracy, this model accurately predicted the correct diagnosis approximately 70% of the time, compared to the 69% initial agreement rate of the pool of expert pathologists. Key parameters identified in these models included cell circularity, Ki67 and EGFR expression, nuclear-cytoplasmic ratio, nuclear area, and cell area. CONCLUSIONS: This chip-based approach yields objective data that can be leveraged for diagnosis and management of patients with PMOL as well as uncovering new molecular-level insights behind cytological differences across the OED spectrum.


Subject(s)
Lab-On-A-Chip Devices , Monitoring, Physiologic/methods , Mouth Neoplasms/pathology , Automation , Biopsy/methods , Female , Humans , Male , Prospective Studies
2.
Tex Dent J ; 132(8): 528-36, 2015 Aug.
Article in English | MEDLINE | ID: mdl-26489292

ABSTRACT

OBJECTIVES: The epidemiology of oral cancer is changing. From 1988 to 2004, there has been a dramatic increase in Human Papilloma virus (HPV) positive oropharyngeal squamous cell carcinoma (OPC) in the U.S. At the same time there have been decreasing rates of OPC associated with the traditional risk factors of smoking and alcohol consumption. The epidemiology of oral cancer is changing. As the epidemiology changes, it is important that the dental community recognize these factors. The goal of this study was to assess the baseline level of knowledge about HPV and OPC within the Texas dental community. METHODS: Practicing dentists and dental hygienists from Texas dental professional networks and dental students from the three Texas schools of dentistry were recruited to participate in the study. Participants were requested to access and complete a 7-item online survey. To ensure anonymity, a third party practice facilitator or department administrator disseminated the survey link to participants. RESULTS: Of the 457 surveys completed, 100% of respondents reported conducting oral soft tissue examinations at least annually. However, only 73% included the oropharynx in their exam. Less than 50% of dental professionals selected the correct location of the greatest increase in oral cancer incidence during the last 10 years. Less than 30% of each of the groups answered correctly in indicating the age group with the most rapidly increasing incidence of oral cancer. Approximately 40% of all groups indicated that a biopsy from the posterior oropharynx should be tested for HPV. CONCLUSION: Survey results across Texas dentists, dental hygienists, and Texas dental students demonstrated a lack of knowledge of the changing profile of oral cancer regarding HPV-associated OPC. This aim of this initial phase was to determine the baseline level of knowledge surrounding the risks associated with oropharyngeal cancer in the survey population. Our goal is to utilize these findings to develop educational interventions that will be disseminated throughout the dental community in Texas to improve diagnosis of these devastating cancers.


Subject(s)
Alphapapillomavirus/physiology , Carcinoma, Squamous Cell/virology , Dental Hygienists/education , Education, Dental , Oropharyngeal Neoplasms/virology , Papillomavirus Infections/virology , Students, Dental , Adult , Age Factors , Biopsy/methods , Female , Humans , Male , Mass Screening , Middle Aged , Physical Examination , Risk Factors , Sex Factors , Sexually Transmitted Diseases/diagnosis , Texas , White People
3.
Oral Surg Oral Med Oral Pathol Oral Radiol ; 120(4): 474-82.e2, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26216170

ABSTRACT

OBJECTIVE: Interobserver agreement in the context of oral epithelial dysplasia (OED) grading has been notoriously unreliable and can impose barriers for developing new molecular markers and diagnostic technologies. This paper aimed to report the details of a 3-stage histopathology review and adjudication process with the goal of achieving a consensus histopathologic diagnosis of each biopsy. STUDY DESIGN: Two adjacent serial histologic sections of oral lesions from 846 patients were independently scored by 2 different pathologists from a pool of 4. In instances where the original 2 pathologists disagreed, a third, independent adjudicating pathologist conducted a review of both sections. If a majority agreement was not achieved, the third stage involved a face-to-face consensus review. RESULTS: Individual pathologist pair κ values ranged from 0.251 to 0.706 (fair-good) before the 3-stage review process. During the initial review phase, the 2 pathologists agreed on a diagnosis for 69.9% of the cases. After the adjudication review by a third pathologist, an additional 22.8% of cases were given a consensus diagnosis (agreement of 2 out of 3 pathologists). After the face-to-face review, the remaining 7.3% of cases had a consensus diagnosis. CONCLUSIONS: The use of the defined protocol resulted in a substantial increase (30%) in diagnostic agreement and has the potential to improve the level of agreement for establishing gold standards for studies based on histopathologic diagnosis.


Subject(s)
Mouth Neoplasms/pathology , Pathology, Clinical/methods , Biopsy , Carcinoma in Situ/pathology , Cell Transformation, Neoplastic/pathology , Clinical Trials as Topic , Humans , Mouth Mucosa/pathology , Observer Variation , Precancerous Conditions/pathology
4.
Tex Dent J ; 131(5): 376-81, 2014 May.
Article in English | MEDLINE | ID: mdl-25115130

ABSTRACT

The goal of this study was to begin to assess the prevalence of oropharyngeal cancer among all oral cancers and thus the potential role of human papillomavirus (HPV) in this disease in the south Texas Region served by the University of Texas Health Science Center at San Antonio (UTHSCSA), and University Health System (UHS) in San Antonio, Texas. This health system represents the largest catchment area for oral cancer serving the south Texas populations, extending from the U.S.-Mexico border, north to Williamson County, west to Eagle Pass, and east to Gonzales County. With the move towards electronic medical records (EMR) nationwide, our team conducted a feasibility study to answer this question utilizing electronic record coding data across both local networks.


Subject(s)
Alphapapillomavirus/physiology , Carcinoma, Squamous Cell/epidemiology , Oropharyngeal Neoplasms/epidemiology , Papillomavirus Infections/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Carcinoma, Squamous Cell/virology , Catchment Area, Health/statistics & numerical data , Cross-Sectional Studies , Data Mining/statistics & numerical data , Electronic Health Records/statistics & numerical data , Feasibility Studies , Female , Hispanic or Latino/statistics & numerical data , Humans , Insurance, Health/statistics & numerical data , Male , Middle Aged , Mouth Neoplasms/epidemiology , Oropharyngeal Neoplasms/virology , Prevalence , Retrospective Studies , Texas/epidemiology , Tongue Neoplasms/epidemiology , Tongue Neoplasms/virology , Tonsillar Neoplasms/epidemiology , Tonsillar Neoplasms/virology , White People/statistics & numerical data , Young Adult
5.
Laryngoscope ; 123(10): 2583-6, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23918194

ABSTRACT

OBJECTIVES/HYPOTHESIS: To determine the role and efficacy of intraoperative recurrent laryngeal nerve (RLN) stimulation in the prediction of early and permanent postoperative nerve function in thyroid and parathyroid surgery. STUDY DESIGN: A retrospective review of thyroid and parathyroid surgeries was performed with calculation of sensitivity and specificity of the response of intraoperative stimulation for different pathological groups. METHODS: Normal electromyography (EMG) response with 0.5 mAmp stimulation was considered a positive stimulation response with postoperative function determined by laryngoscopy. No EMG response at >1-2 mAmps was considered a negative response. The rates of early and permanent paralysis, as well as sensitivity, specificity, and positive and negative predictive values for postoperative nerve function were calculated for separate pathological groups. RESULTS: The number of nerves at risk analyzed was 909. The overall early and permanent paralysis rates were 3.1% and 1.2%, respectively, with the highest rate being for Grave's disease cases. The overall sensitivity was 98.4%. The specificity was lower at 62.5% but acceptable in thyroid carcinoma and Grave's disease patients. The majority of nerves with a positive stimulation result and postoperative paralysis on laryngoscopy recovered function in 3 to 12 weeks, showing positive stimulation to be a good predictor of eventual recovery. CONCLUSIONS: Stimulation of the RLN during thyroid and parathyroid surgery is a useful tool in predicting postoperative RLN function. The sensitivity of stimulation is high, showing positive stimulation to be an excellent predictor of normal nerve function. Negative stimulation is more predictive of paralysis in cases of thyroid carcinoma and Grave's disease. LEVEL OF EVIDENCE: 2b.


Subject(s)
Intraoperative Neurophysiological Monitoring , Parathyroidectomy/adverse effects , Recurrent Laryngeal Nerve Injuries/etiology , Recurrent Laryngeal Nerve/physiopathology , Thyroidectomy/adverse effects , Electromyography , Goiter, Nodular/surgery , Graves Disease/surgery , Humans , Parathyroid Diseases/surgery , Recurrent Laryngeal Nerve Injuries/physiopathology , Retrospective Studies , Sensitivity and Specificity , Thyroid Diseases/surgery , Thyroid Neoplasms/surgery
6.
Cancer Prev Res (Phila) ; 3(4): 518-28, 2010 Apr.
Article in English | MEDLINE | ID: mdl-20332305

ABSTRACT

Oral cancer is a deadly and disfiguring disease that could greatly benefit from new diagnostic approaches enabling early detection. In this pilot study, we describe a nano-bio-chip (NBC) sensor technique for analysis of oral cancer biomarkers in exfoliative cytology specimens, targeting both biochemical and morphologic changes associated with early oral tumorigenesis. Here, oral lesions from 41 dental patients, along with normal epithelium from 11 healthy volunteers, were sampled using a noninvasive brush biopsy technique. Specimens were enriched, immunolabeled, and imaged in the NBC sensor according to previously established assays for the epidermal growth factor receptor (EGFR) biomarker and cytomorphometry. A total of 51 measurement parameters were extracted using custom image analysis macros, including EGFR labeling intensity, cell and nuclear size, and the nuclear-to-cytoplasmic ratio. Four key parameters were significantly elevated in both dysplastic and malignant lesions relative to healthy oral epithelium, including the nuclear area and diameter (P < 0.0001), the nuclear-to-cytoplasmic ratio (P < 0.0001), and EGFR biomarker expression (P < 0.03). Further examination using logistic regression and receiver operating characteristic curve analyses identified morphologic features as the best predictors of disease (area under the curve < or =0.93) individually, whereas a combination of all features further enhanced discrimination of oral cancer and precancerous conditions (area under the curve, 0.94) with high sensitivity and specificity. Further clinical trials are necessary to validate the regression model and evaluate other potential biomarkers, but this pilot study supports the NBC sensor technique as a promising new diagnostic tool for early detection of oral cancer, which could enhance patient care and survival.


Subject(s)
Cytodiagnosis/methods , Cytological Techniques , ErbB Receptors/biosynthesis , Mouth Neoplasms/diagnosis , Nanotechnology/methods , Adult , Aged , Area Under Curve , Biomarkers, Tumor/analysis , Cell Nucleus/pathology , Cytodiagnosis/instrumentation , Cytological Techniques/instrumentation , Cytoplasm/pathology , Female , Humans , Image Processing, Computer-Assisted , Male , Middle Aged , Mouth Neoplasms/genetics , Mouth Neoplasms/metabolism , Nanotechnology/instrumentation , Pilot Projects , Precancerous Conditions/diagnosis , Precancerous Conditions/genetics , Precancerous Conditions/metabolism , ROC Curve , Sensitivity and Specificity
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