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Abram TJ, Floriano PN, Christodoulides N, James R, Kerr AR, Thornhill MH, Redding SW, Vigneswaran N, Speight PM, Vick J, Murdoch C, Freeman C, Hegarty AM, D'Apice K, Phelan JA, Corby PM, Khouly I, Bouquot J, Demian NM, Weinstock YE, Rowan S, Yeh CK, McGuff HS, Miller FR, Gaur S, Karthikeyan K, Taylor L, Le C, Nguyen M, Talavera H, Raja R, Wong J, McDevitt JT. 'Cytology-on-a-chip' based sensors for monitoring of potentially malignant oral lesions. Oral Oncol 2016; 60:103-11. [PMID: 27531880 DOI: 10.1016/j.oraloncology.2016.07.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2016] [Revised: 06/30/2016] [Accepted: 07/02/2016] [Indexed: 12/11/2022]
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.
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Affiliation(s)
- Timothy J Abram
- Rice University, Department of Bioengineering, Houston, TX, USA
| | | | | | | | - A Ross Kerr
- New York University College of Dentistry, Department of Oral and Maxillofacial Pathology, Radiology & Medicine, New York, NY, USA
| | - Martin H Thornhill
- Academic Unit of Oral & Maxillofacial Medicine & Surgery, University of Sheffield School of Clinical Dentistry, Sheffield, UK
| | - Spencer W Redding
- The University of Texas Health Science Center at San Antonio, Department of Comprehensive Dentistry and Cancer Therapy and Research Center, San Antonio, TX, USA
| | - Nadarajah Vigneswaran
- The University of Texas Health Science Center at Houston, Department of Diagnostic and Biomedical Sciences, Houston, TX, USA
| | - Paul M Speight
- Academic Unit of Oral & Maxillofacial Pathology, University of Sheffield School of Clinical Dentistry, Sheffield, UK
| | | | - Craig Murdoch
- Academic Unit of Oral & Maxillofacial Medicine & Surgery, University of Sheffield School of Clinical Dentistry, Sheffield, UK
| | - Christine Freeman
- Academic Unit of Oral & Maxillofacial Medicine & Surgery, University of Sheffield School of Clinical Dentistry, Sheffield, UK
| | - Anne M Hegarty
- Unit of Oral Medicine, Charles Clifford Dental Hospital, Sheffield Teaching Hospitals National Health Service Foundation Trust, Sheffield, UK
| | - Katy D'Apice
- Unit of Oral Medicine, Charles Clifford Dental Hospital, Sheffield Teaching Hospitals National Health Service Foundation Trust, Sheffield, UK
| | - Joan A Phelan
- New York University College of Dentistry, Department of Oral and Maxillofacial Pathology, Radiology & Medicine, New York, NY, USA
| | - Patricia M Corby
- New York University School of Medicine, Department of Population Health and Radiation Oncology, New York, NY, USA
| | - Ismael Khouly
- New York University College of Dentistry, Bluestone Center for Clinical Research, New York, NY, USA
| | - Jerry Bouquot
- The University of Texas Health Science Center at Houston, Department of Diagnostic and Biomedical Sciences, Houston, TX, USA
| | - Nagi M Demian
- The University of Texas Health Science Center at Houston, Department of Oral and Maxillofacial Surgery, Houston, TX, USA
| | - Y Etan Weinstock
- The University of Texas Health Science Center at Houston, Department of Otolaryngology-Head and Neck Surgery, Houston, TX, USA
| | - Stephanie Rowan
- The University of Texas Health Science Center at San Antonio, Department of Comprehensive Dentistry and Cancer Therapy and Research Center, San Antonio, TX, USA
| | - Chih-Ko Yeh
- The University of Texas Health Science Center at San Antonio, Department of Comprehensive Dentistry and Cancer Therapy and Research Center, San Antonio, TX, USA; South Texas Veterans Health Care System, Geriatric Research, Education, and Clinical Center, San Antonio, TX, USA
| | - H Stan McGuff
- The University of Texas Health Science Center at San Antonio, Department of Pathology, San Antonio, TX, USA
| | - Frank R Miller
- The University of Texas Health Science Center at San Antonio, Department of Otolaryngology-Head and Neck Surgery and Cancer Therapy and Research Center, San Antonio, TX, USA
| | - Surabhi Gaur
- Rice University, Department of Bioengineering, Houston, TX, USA
| | | | - Leander Taylor
- Rice University, Department of Bioengineering, Houston, TX, USA
| | - Cathy Le
- Rice University, Department of Bioengineering, Houston, TX, USA
| | - Michael Nguyen
- Rice University, Department of Bioengineering, Houston, TX, USA
| | | | - Rameez Raja
- Rice University, Department of Bioengineering, Houston, TX, USA
| | - Jorge Wong
- Rice University, Department of Bioengineering, Houston, TX, USA
| | - John T McDevitt
- Rice University, Department of Bioengineering, Houston, TX, USA; Rice University, Department of Chemistry, Houston, TX, USA; New York University, Department of Biomaterials, New York, NY, USA.
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Speight PM, Abram TJ, Floriano PN, James R, Vick J, Thornhill MH, Murdoch C, Freeman C, Hegarty AM, D'Apice K, Kerr AR, Phelan J, Corby P, Khouly I, Vigneswaran N, Bouquot J, Demian NM, Weinstock YE, Redding SW, Rowan S, Yeh CK, McGuff HS, Miller FR, McDevitt JT. Interobserver agreement in dysplasia grading: toward an enhanced gold standard for clinical pathology trials. Oral Surg Oral Med Oral Pathol Oral Radiol 2015. [PMID: 26216170 DOI: 10.1016/j.oooo.2015.05.023] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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.
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Affiliation(s)
- Paul M Speight
- Academic Unit of Oral & Maxillofacial Pathology, University of Sheffield School of Clinical Dentistry, Sheffield, UK
| | - Timothy J Abram
- Rice University, Department of Bioengineering, Houston, TX, USA
| | | | | | | | - Martin H Thornhill
- Academic Unit of Oral & Maxillofacial Medicine & Surgery, University of Sheffield School of Clinical Dentistry, Sheffield, UK
| | - Craig Murdoch
- Academic Unit of Oral & Maxillofacial Medicine & Surgery, University of Sheffield School of Clinical Dentistry, Sheffield, UK
| | - Christine Freeman
- Academic Unit of Oral & Maxillofacial Medicine & Surgery, University of Sheffield School of Clinical Dentistry, Sheffield, UK
| | - Anne M Hegarty
- Unit of Oral Medicine, Charles Clifford Dental Hospital, Sheffield Teaching Hospitals National Health Service Foundation Trust, Sheffield, UK
| | - Katy D'Apice
- Unit of Oral Medicine, Charles Clifford Dental Hospital, Sheffield Teaching Hospitals National Health Service Foundation Trust, Sheffield, UK
| | - A Ross Kerr
- New York University College of Dentistry, Department of Oral and Maxillofacial Pathology, Radiology & Medicine, New York, NY, USA
| | - Joan Phelan
- New York University College of Dentistry, Department of Oral and Maxillofacial Pathology, Radiology & Medicine, New York, NY, USA
| | - Patricia Corby
- New York University College of Dentistry, Bluestone Center for Clinical Research, New York, NY, USA
| | - Ismael Khouly
- New York University College of Dentistry, Bluestone Center for Clinical Research, New York, NY, USA
| | - Nadarajah Vigneswaran
- The University of Texas Health Science Center at Houston, Department of Diagnostic and Biomedical Sciences, Houston, TX, USA
| | - Jerry Bouquot
- The University of Texas Health Science Center at Houston, Department of Diagnostic and Biomedical Sciences, Houston, TX, USA
| | - Nagi M Demian
- The University of Texas Health Science Center at Houston, Department of Oral and Maxillofacial Surgery, Houston, TX, USA
| | - Y Etan Weinstock
- The University of Texas Health Science Center at Houston, Department of Otolaryngology-Head and Neck Surgery, Houston, TX, USA
| | - Spencer W Redding
- The University of Texas Health Science Center at San Antonio, Department of Comprehensive Dentistry, San Antonio, TX, USA
| | - Stephanie Rowan
- The University of Texas Health Science Center at San Antonio, Department of Comprehensive Dentistry, San Antonio, TX, USA
| | - Chih-Ko Yeh
- The University of Texas Health Science Center at San Antonio, Department of Comprehensive Dentistry, San Antonio, TX, USA
| | - H Stan McGuff
- The University of Texas Health Science Center at San Antonio, Department of Pathology, San Antonio, TX, USA
| | - Frank R Miller
- The University of Texas Health Science Center at San Antonio, Department of Otolaryngology-Head and Neck Surgery, San Antonio, TX, USA
| | - John T McDevitt
- Rice University, Department of Bioengineering, Houston, TX, USA; Department Biomaterials, Bioengineering Institute, New York University, New York, NY, USA; Rice University, Department of Chemistry, Houston, TX, USA.
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Butler MR, Prospero Ponce CM, Weinstock YE, Orengo-Nania S, Chevez-Barrios P, Frankfort BJ. Topical silver nanoparticles result in improved bleb function by increasing filtration and reducing fibrosis in a rabbit model of filtration surgery. Invest Ophthalmol Vis Sci 2013; 54:4982-90. [PMID: 23766475 PMCID: PMC3723376 DOI: 10.1167/iovs.13-12047] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2013] [Accepted: 06/06/2013] [Indexed: 02/02/2023] Open
Abstract
PURPOSE To compare the effects of silver nanoparticles (AgNPs) and mitomycin C (MMC) on intraocular pressure (IOP) and external, histologic, and immunohistochemical bleb characteristics in a rabbit model of filtration surgery. METHODS Filtration surgery with concurrent topical application of either AgNPs or MMC was performed on 14 pigmented Dutch Belted rabbits. IOP and bleb characteristics were compared on postoperative day 1 and at weeks 1 through 6. Hematoxylin and eosin staining and smooth muscle actin (SMA) immunohistochemistry were performed at postoperative week 6. RESULTS Average IOP across all time points was reduced 5.8 and 3.8 mm Hg in AgNP- and MMC-treated eyes, respectively. At week 6, IOP was reduced 4.1 and 0.2 mm Hg in AgNP- and MMC-treated eyes, respectively. Blebs were smaller, thicker, and less ischemic in AgNP-treated eyes. AgNP-treated eyes showed less fibrosis and more stromal edema, suggesting increased filtration, and also had fewer SMA-positive myofibroblasts, suggesting reduced bleb contraction. AgNP-treated eyes showed more lymphocytes than MMC-treated eyes. There were few complications in both groups. CONCLUSIONS In a rabbit model of filtration surgery, AgNPs are a reasonable alternative to MMC as adjunctive therapy. Compared to MMC, AgNPs result in an improved and sustained reduction of IOP and promote blebs with decreased fibrosis and ischemia as well as increased filtration despite a smaller overall size. This combination may offer an opportunity to promote long-term surgical IOP reduction with an improved complication profile.
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Affiliation(s)
- Michelle R. Butler
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, Texas
| | | | - Y. Etan Weinstock
- Department of Otorhinolaryngology, The University of Texas Health Science Center at Houston, Houston, Texas
| | - Silvia Orengo-Nania
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, Texas
| | - Patricia Chevez-Barrios
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, Texas
- Department of Pathology and Genomic Medicine, The Methodist Hospital, Houston, Texas
| | - Benjamin J. Frankfort
- Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, Texas
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Kupferman ME, Weinstock YE, Santillan AA, Mishra A, Roberts D, Clayman GL, Weber RS. Predictors of level V metastasis in well-differentiated thyroid cancer. Head Neck 2008; 30:1469-74. [PMID: 18704973 DOI: 10.1002/hed.20904] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND Cervical lymphadenectomy is frequently performed in patients with lateral cervical lymph node metastases to improve regional control of disease. However, there is no consensus regarding the appropriate levels of the neck that need to be dissected. Treatment options that have been advocated include the modified radical neck dissection, limited neck dissections, and selective nodal excisions. In particular, the routine dissection of level V remains controversial due to the attendant morbidity to the spinal accessory nerve. To identify clinical and pathological predictors of cervical node metastases to level V in differentiated thyroid carcinoma, we reviewed our experience at The University of Texas M. D. Anderson Cancer Center for the management of metastatic well-differentiated thyroid cancer. METHODS We retrospectively analyzed 70 patients who underwent thyroidectomy and neck dissection for well-differentiated thyroid cancer at M. D. Anderson Cancer Center. RESULTS In our series, 53% of neck specimens harbored metastatic thyroid carcinoma at level V. Additionally, 13 level V contralateral neck dissections were performed, and 57% were found positive for metastases. The presence of ipsilateral level V metastases was significantly associated with multifocal disease (p <.05), ipsilateral level II (p <.05), III (p <.05), or IV (p <.01) metastases. Furthermore, ipsilateral involvement of level V was associated with contralateral lymph node metastases (p <.05). Age, sex, and size of primary tumor were not found to be associated with level V metastases. Additionally, preoperative imaging was not sensitive for detecting the presence of level V metastases. CONCLUSION In our series, cervical metastases from differentiated thyroid carcinoma were commonly present at level V. Patients with multifocal cancer within the thyroid gland, and cervical metastases in the ipsilateral jugular nodes have a higher risk of harboring metastatic disease at level V. We believe that routine dissection of the level V lymph nodes should be performed in the setting of a comprehensive neck dissection for patients with lateral neck metastasis from well-differentiated thyroid cancer.
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Affiliation(s)
- Michael E Kupferman
- Department of Head and Neck Surgery, MD Anderson Cancer Center, The University of Texas, Houston, Texas, USA.
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