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Li L, Deng H, Chen W, Wu L, Li Y, Wang J, Ye X. Comparison of the diagnostic effectiveness of ultrasound imaging coupled with three mathematical models for discriminating thyroid nodules. Acta Radiol 2024; 65:441-448. [PMID: 38232946 DOI: 10.1177/02841851231221912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2024]
Abstract
BACKGROUND The overlapping nature of thyroid lesions visualized on ultrasound (US) images could result in misdiagnosis and missed diagnoses in clinical practice. PURPOSE To compare the diagnostic effectiveness of US coupled with three mathematical models, namely logistic regression (Logistics), partial least-squares discriminant analysis (PLS-DA), and support vector machine (SVM), in discriminating between malignant and benign thyroid nodules. MATERIAL AND METHODS A total of 588 thyroid nodules (287 benign and 301 malignant) were collected, among which 80% were utilized for constructing the mathematical models and the remaining 20% were used for internal validation. In addition, an external validation cohort comprising 160 nodules (80 benign and 80 malignant) was employed to validate the accuracy of these mathematical models. RESULTS Our study demonstrated that all three models exhibited effective predictive capabilities for distinguishing between benign and malignant nodules, whose diagnostic effectiveness surpassed that of the TI-RADS classification, particularly in terms of true negative diagnoses. SVM achieved a higher diagnostic rate for malignant thyroid nodules (93.8%) compared to Logistics (91.5%) and PLS-DA (91.6%). PLS-DA exhibited higher diagnostic rates for benign thyroid nodules (91.9%) compared to Logistics (86.7%) and SVM (88.7%). Both the area under the receiver operating characteristic curve (AUC) values of PLS-DA (0.917) and SVM (0.913) were higher than that of Logistics (0.891). CONCLUSION Our findings indicate that SVM had significantly higher rates of true positive diagnoses and PLS-DA exhibited significantly higher rates of true negative diagnoses. All three models outperformed the TI-RADS classification in discriminating between malignant and benign thyroid nodules.
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Affiliation(s)
- Lu Li
- Department of Ultrasound, The First Affiliated Hospital, Nanjing Medical University, Nanjing, PR China
| | - Hongyan Deng
- Department of Ultrasound, The First Affiliated Hospital, Nanjing Medical University, Nanjing, PR China
| | - Wenqin Chen
- Department of Ultrasound, The First Affiliated Hospital, Nanjing Medical University, Nanjing, PR China
| | - Liuxi Wu
- Department of Ultrasound, The First Affiliated Hospital, Nanjing Medical University, Nanjing, PR China
| | - Yong Li
- Institute of Food Safety and Nutrition, Jiangsu Academy of Agricultural Sciences, Nanjing, PR China
| | - Jie Wang
- Department of Radiology, The First Affiliated Hospital, Nanjing Medical University, Nanjing, PR China
| | - Xinhua Ye
- Department of Ultrasound, The First Affiliated Hospital, Nanjing Medical University, Nanjing, PR China
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Emerging Biomarkers in Thyroid Practice and Research. Cancers (Basel) 2021; 14:cancers14010204. [PMID: 35008368 PMCID: PMC8744846 DOI: 10.3390/cancers14010204] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 12/17/2021] [Accepted: 12/29/2021] [Indexed: 12/16/2022] Open
Abstract
Simple Summary Tumor biomarkers are molecules at genetic or protein level, or certain evaluable characteristics. These help in perfecting patient management. Over the past decade, advanced and more sensitive techniques have led to the identification of many new biomarkers in the field of oncology. A knowledge of the recent developments is essential for their application to clinical practice, and furthering research. This review provides a comprehensive account of such various markers identified in thyroid carcinoma, the most common endocrine malignancy. While some of these have been brought into use in routine patient management, others are novel and need more research before clinical application. Abstract Thyroid cancer is the most common endocrine malignancy. Recent developments in molecular biological techniques have led to a better understanding of the pathogenesis and clinical behavior of thyroid neoplasms. This has culminated in the updating of thyroid tumor classification, including the re-categorization of existing and introduction of new entities. In this review, we discuss various molecular biomarkers possessing diagnostic, prognostic, predictive and therapeutic roles in thyroid cancer. A comprehensive account of epigenetic dysregulation, including DNA methylation, the function of various microRNAs and long non-coding RNAs, germline mutations determining familial occurrence of medullary and non-medullary thyroid carcinoma, and single nucleotide polymorphisms predisposed to thyroid tumorigenesis has been provided. In addition to novel immunohistochemical markers, including those for neuroendocrine differentiation, and next-generation immunohistochemistry (BRAF V600E, RAS, TRK, and ALK), the relevance of well-established markers, such as Ki-67, in current clinical practice has also been discussed. A tumor microenvironment (PD-L1, CD markers) and its influence in predicting responses to immunotherapy in thyroid cancer and the expanding arena of techniques, including liquid biopsy based on circulating nucleic acids and plasma-derived exosomes as a non-invasive technique for patient management, are also summarized.
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Kanber Y, Pusztaszeri M, Auger M. Immunocytochemistry for diagnostic cytopathology-A practical guide. Cytopathology 2021; 32:562-587. [PMID: 34033162 DOI: 10.1111/cyt.12993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 04/18/2021] [Accepted: 04/19/2021] [Indexed: 11/29/2022]
Abstract
Cytological specimens, which are obtained by minimally invasive methods, are an excellent source of diagnostic material. Sometimes they are the only material available for diagnosis as well as for prognostic/predictive markers. When cytomorphology is not straightforward, ancillary tests may be required for a definitive diagnosis to guide clinical management. Immunocytochemistry (ICC) is the most common and practical ancillary tool used to reach a diagnosis when cytomorphology is equivocal, to differentiate entities with overlapping morphological features, and to determine the cell lineage and the site of origin of a metastatic neoplasm. Numerous immunomarkers are available, and some are expressed in multiple neoplasms. To rule out entities within a differential diagnosis, the use of more than one marker, sometimes panels, is necessary. ICC panels for diagnostic purposes should be customised based on the clinical context and cytomorphology, and the markers should be used judiciously to preserve material for additional tests for targeted therapies in the appropriate setting. This review offers a practical guide for the use of ICC for diagnostic cytopathology, covering the most commonly encountered non-hematolymphoid diagnostic scenarios in various body sites.
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Affiliation(s)
- Yonca Kanber
- Department of Pathology, McGill University Health Center, McGill University, Montreal, QC, Canada
| | - Marc Pusztaszeri
- Department of Pathology, Jewish General Hospital, McGill University, Montréal, QC, Canada
| | - Manon Auger
- Department of Pathology, McGill University Health Center, McGill University, Montreal, QC, Canada
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Lin M, Su Y, Wei W, Gong Y, Huang Y, Zeng J, Li L, Shi H, Chen S. Extra-Thyroid Extension Prediction by Ultrasound Quantitative Method Based on Thyroid Capsule Response Evaluation. Med Sci Monit 2021; 27:e929408. [PMID: 33819211 PMCID: PMC8034237 DOI: 10.12659/msm.929408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Background The aim of this study was to assess the interaction between thyroid malignancies and thyroid anterior capsule by ultrasound quantification to determine extra-capsular invasion. Material/Methods A total of 145 patients preoperatively diagnosed with malignant nodules under the thyroid anterior capsule were selected and routinely examined by ultrasound. The length of the nodules (from the junction of the nodule capsule to the deepest point of the nodule, vertical diameter, V) and the distance between the nodule protruding from thyroid capsule and the highest protruding (ledge length, L) nodule were used to obtain the L/V ratio. These parameters where then used to compare the efficacy of predicting extra-thyroid extension (ETE) between L/V, the aspect ratio of the tumor, and manual judgment. Results Out of 145 nodules, there were 63 ETEs and 82 non-ETEs determined by ultrasound. Extra-capsular invasion was associated with L//V ratio, but there was no significant correlation between capsular invasion and AR (aspect ratio), age, location, or presence of clustered calcification. The ability of the ratio of L/V to predict extra-capsular invasion was superior to the predictive ability of the AR ratio. With a Youden index of 0.593, the L/V ratio was 0.2325. The use of the L/V ratio to determine the presence of ETE was superior to subjective visual judgment. Conclusions The calculation of L/V ratio by ultrasound could more precisely predict the ETE compared with manual judgment, which indirectly reflects the interaction between thyroid capsule and malignant nodules. The above conclusions need to be confirmed by a range of cases.
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Affiliation(s)
- Minghang Lin
- Department of Ultrasound, Fuqing City Hospital Affiliated with Fujian Medical University, Fuzhou, Fujian, China (mainland).,Department of Ultrasound, 1st Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China (mainland)
| | - Yiming Su
- Department of Ultrasound, 1st Affiliated Hospital of Xiamen University, Xiamen, Fujian, China (mainland)
| | - Weili Wei
- Department of Ultrasound, 1st Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China (mainland)
| | - Yiran Gong
- Department of Ultrasound, 1st Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China (mainland)
| | - Yinan Huang
- Department of Ultrasound, 1st Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China (mainland)
| | - Jinshu Zeng
- Department of Ultrasound, 1st Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China (mainland)
| | - Liya Li
- Department of Ultrasound, 2nd Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, China (mainland)
| | - Haihong Shi
- Department of Ultrasound, 2nd Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, China (mainland)
| | - Shuqiang Chen
- Department of Ultrasound, 1st Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China (mainland)
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Zhao H, Jing W, Li W, Zhang Z, Cao J, Zhao L, Sun Y, Wang C, Wang Y, Guo H. Risk Stratification Study of Indeterminate Thyroid Nodules with a next-generation Sequencing Assay with Residual ThinPrep® Material. J Cancer 2020; 11:7276-7282. [PMID: 33193891 PMCID: PMC7646183 DOI: 10.7150/jca.46086] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2020] [Accepted: 10/04/2020] [Indexed: 12/02/2022] Open
Abstract
Objective: The management of indeterminate thyroid nodules is challenging. Molecular testing has emerged as a promising method for stratifying this gray area of fine-needle aspiration (FNA) cytology. Next-generation sequencing (NGS) can be used to test a large variety of genetic changes with very small amounts of nucleic acids obtained from FNA samples. Methods: Thyroid FNA assays were classified according to the Bethesda System for Reporting Thyroid Cytopathology after routine ThinPrep® slide preparation. Indeterminate nodules with surgical outcomes were assayed with an 18-gene NGS panel with the residual ThinPrep® material, including nodules categorized as atypia of undetermined significance (AUS)/follicular lesions of undetermined significance (FLUS) or follicular neoplasm (FN)/suspicious for a follicular neoplasm (SFN). We evaluated the diagnostic efficacy of the 18-gene panel for thyroid malignancies and potential malignancies and compared it with a well-accepted examination, ThyroSeq v2 testing. Results: A total of 36 indeterminate nodules were assayed, seven were categorized as AUS/FLUS and 29 as FN/SFN. All of them had adequate DNA for the NGS procedure. When noninvasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP) was considered malignant, the risk of malignancy was 71.4% for AUS/FLUS nodules, and 69.0%for FN/SFN nodules. The 18-gene panel showed 72.0% sensitivity, 72.7% specificity, 85.7% positive predictive value (PPV), and 53.3% negative predictive value (NPV) in identifying malignancies and potential malignancies in the indeterminate nodules. Compared with a multicenter report from ThyroSeq v2 testing, 18-gene panel showed a lower NPV (p=0.005), but a higher PPV (p=0.02). Conclusions: NGS assays are feasible on residual ThinPrep® material, with the advantage of not requiring additional FNA procedure. The 18-gene panel testing can be used as a 'rule in' test for surgical management based on indeterminate nodules and showed a lower NPV but a higher PPV compared to ThyroSeq v2 testing.
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Affiliation(s)
- Huan Zhao
- Department of Pathology, National Cancer Center/ National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College
| | - Weiwei Jing
- Department of Pathology, National Cancer Center/ National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College
| | - Weihua Li
- Department of Pathology, National Cancer Center/ National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College
| | - Zhihui Zhang
- Department of Pathology, National Cancer Center/ National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College
| | - Jian Cao
- Department of Pathology, National Cancer Center/ National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College
| | - Linlin Zhao
- Department of Pathology, National Cancer Center/ National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College
| | - Yue Sun
- Department of Pathology, National Cancer Center/ National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College
| | - Cong Wang
- Department of Pathology, National Cancer Center/ National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College
| | - Yong Wang
- Department of Ultrasound, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College
| | - Huiqin Guo
- Department of Pathology, National Cancer Center/ National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College
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Kumar N, Gupta R, Gupta S. Molecular testing in diagnosis of indeterminate thyroid cytology: Trends and drivers. Diagn Cytopathol 2020; 48:1144-1151. [PMID: 32501611 DOI: 10.1002/dc.24522] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 05/13/2020] [Accepted: 05/19/2020] [Indexed: 12/11/2022]
Abstract
Fine needle aspiration (FNA), the cornerstone of diagnosis in thyroid swellings, fails to render a definitive diagnosis in about 20% to 30% of cases that are reported as indeterminate on cytology. Since the clinical management in thyroid rests on the risk of malignancy (ROM) in a given nodule, this distinction between "benign" and "possibly malignant" assumes paramount clinical importance. Over the last two decades, tremendous progress has been achieved in our understanding of the molecular basis of thyroid pathologies leading to identification of several genetic alterations that could potentially be exploited for diagnostic, prognostic and therapeutic purposes. An array of molecular tests has hit the markets aiming to predict the ROM in thyroid nodules. A deeper understanding of the strengths and limitations of these tests is imperative to be able to judiciously choose the right molecular test in a given case for maximum clinical benefit. This narrative review provides an overview of current status of molecular testing in the evaluation of thyroid nodules encompassing the current status and applications of these tests in diagnostic, prognostic and therapeutic areas along with a brief insight into the future developments in this field.
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Affiliation(s)
- Neeta Kumar
- Department of Pathology, Faculty of Dentistry, Jamia Millia Islamia (Central University), New Delhi, India
| | - Ruchika Gupta
- Division of Cytopathology, ICMR-National Institute of Cancer Prevention and Research, Noida, India
| | - Sanjay Gupta
- Division of Cytopathology, ICMR-National Institute of Cancer Prevention and Research, Noida, India
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Jug R, Foo WC, Jones C, Ahmadi S, Jiang XS. High-risk and intermediate-high-risk results from the ThyroSeq v2 and v3 thyroid genomic classifier are associated with neoplasia: Independent performance assessment at an academic institution. Cancer Cytopathol 2020; 128:563-569. [PMID: 32339438 DOI: 10.1002/cncy.22283] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Revised: 03/12/2020] [Accepted: 03/26/2020] [Indexed: 12/25/2022]
Abstract
BACKGROUND The ThyroSeq panel tests for genetic alterations to risk-stratify cytologically indeterminate nodules. The authors assessed the test performance of the tests, including the latest version (v3), at an academic center. METHODS Results from ThyroSeq testing (v2 and v3) were reviewed over 2 years, and patient demographics, cytology diagnoses, results of ThyroSeq testing, and histopathologic diagnoses on resection (if available) were collected. RESULTS One hundred eighty-five nodules were tested from 178 patients, including 94 nodules tested with v2 and 91 nodules tested with v3. Overall, 28 of 185 nodules (15%) yielded a high-risk or intermediate-high-risk mutation (HRM). Of the patients with these nodules, 19 of 25 (76%) had neoplastic nodules, and 11 of 25 (44%) had a malignancy or a noninvasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP). Only 16 of 147 nodules (11%) that were negative or had low-risk genetic alterations underwent resection, with 1 false-negative result (a papillary thyroid carcinoma tested with v2). No false-negative results were identified with v3. Two nodules had TP53 mutations identified, both of which were benign on resection. Nodules with HRM that were tested with v2 and v3 had a positive predictive value (PPV) for malignancy of 57% and 39%, respectively, and a PPV for neoplasm of 86% and 72%, respectively. The negative predictive values for v2 and v3 were 92% and 100%, respectively. CONCLUSIONS The PPV of an HRM result on ThyroSeq v3 was low for malignancy or NIFTP, and the PPV for neoplasm was higher. RAS-type mutations were the most commonly identified in both benign and malignant nodules. Thyroseq v3 had a lower PPV for both malignancy/NIFTP and neoplasm than v2 but did not produce any false-negative results.
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Affiliation(s)
- Rachel Jug
- Department of Pathology, Duke University Medical Center, Durham, North Carolina
| | - Wen-Chi Foo
- Department of Pathology, Duke University Medical Center, Durham, North Carolina
| | - Claudia Jones
- Department of Pathology, Duke University Medical Center, Durham, North Carolina
| | - Sara Ahmadi
- Division of Endocrinology, Diabetes and Hypertension, Brigham and Women's Hospital, Boston, Massachusetts
| | - Xiaoyin Sara Jiang
- Department of Pathology, Duke University Medical Center, Durham, North Carolina
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Seneldir H, Kir G, Soylemez T, Girgin RB, Ozbay N, Ozen F, Ankarali H, Bas G, Alimoglu O. Diagnostic accuracy of molecular testing with three molecular markers on thyroid fine-needle aspiration cytology with abnormal category. Diagn Cytopathol 2020; 48:507-515. [PMID: 32031330 DOI: 10.1002/dc.24394] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Revised: 01/12/2020] [Accepted: 01/30/2020] [Indexed: 12/29/2022]
Abstract
BACKGROUND Cases with abnormal category, determined by thyroid fine-needle aspiration (FNA), frequently undergo surgical resection, despite the majority of cases being identified as benign after resection. Additional diagnostic markers are needed to guide the management of patients with abnormal thyroid nodules. MATERIALS AND METHODS The retrospective study enrolled 150 cases diagnosed abnormal by FNA cytology that had undergone molecular testing with three markers (BRAF V600E, NRAS, and KRAS) on the cell block. Seventy-one cases had a surgical follow-up. RESULTS When NIFTP is not considered as malignant, positive predictive values (PPVs) of cytology and combined cytology and molecular testing (CC-MT) were 67.6% (95% CI: 0.555-0.782) and 89.2% (95% CI: 0.746-0.970) (P = .004), respectively. The sensitivity of the CC-MT was 68.8%, specificity was 82.5%, and the false-positive rate was 17.4%. When NIFTP is considered as malignant, PPVs of cytology and CC-MT were 83.1% (95% CI: 0.743-0.918) and 94.6% (95% CI: 0.873-1.018) (P = .047), respectively. The sensitivity of the CC-MT was 59.3%, specificity was 83.3%, and the false-positive rate was 16.7%. CONCLUSION The addition of molecular testing with a small panel to FNA cytology may increase the PPV of cytology in abnormal categories. Small panel (BRAF V600E, KRAS, and NRAS) with high specificity and high PPVs may be used particularly for the detection of thyroid malignancy. Cell blocks can be an especially useful and straightforward method for molecular diagnostic studies.
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Affiliation(s)
- Hatice Seneldir
- Department of Pathology, Goztepe Research and Training Hospital, Istanbul Medeniyet University, Istanbul, Turkey
| | - Gozde Kir
- Department of Pathology, Goztepe Research and Training Hospital, Istanbul Medeniyet University, Istanbul, Turkey
| | - Tuce Soylemez
- Department of Pathology, Goztepe Research and Training Hospital, Istanbul Medeniyet University, Istanbul, Turkey
| | - Rabia B Girgin
- Department of Pathology, Goztepe Research and Training Hospital, Istanbul Medeniyet University, Istanbul, Turkey
| | - Nurver Ozbay
- Department of Pathology, Goztepe Research and Training Hospital, Istanbul Medeniyet University, Istanbul, Turkey
| | - Filiz Ozen
- Department of Medical Genetics, Istanbul Medeniyet University, Istanbul, Turkey
| | - Handan Ankarali
- Department of Biostatistics and Medical Informatics, Istanbul Medeniyet University, Istanbul, Turkey
| | - Gurhan Bas
- Department of General Surgery, Goztepe Research and Training Hospital, Istanbul Medeniyet University, Istanbul, Turkey
| | - Orhan Alimoglu
- Department of General Surgery, Goztepe Research and Training Hospital, Istanbul Medeniyet University, Istanbul, Turkey
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9
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Pusztaszeri MP, Bongiovanni M, Brimo F. Do we need PD-L1 as a biomarker for thyroid cytologic and histologic specimens? Cancer Cytopathol 2019; 128:160-165. [PMID: 31821734 DOI: 10.1002/cncy.22223] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Revised: 11/18/2019] [Accepted: 11/20/2019] [Indexed: 01/14/2023]
Affiliation(s)
| | | | - Fadi Brimo
- Department of Pathology, McGill University, Montreal, Quebec, Canada
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10
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Patel KN, Angell TE, Babiarz J, Barth NM, Blevins T, Duh QY, Ghossein RA, Harrell RM, Huang J, Kennedy GC, Kim SY, Kloos RT, LiVolsi VA, Randolph GW, Sadow PM, Shanik MH, Sosa JA, Traweek ST, Walsh PS, Whitney D, Yeh MW, Ladenson PW. Performance of a Genomic Sequencing Classifier for the Preoperative Diagnosis of Cytologically Indeterminate Thyroid Nodules. JAMA Surg 2019; 153:817-824. [PMID: 29799911 DOI: 10.1001/jamasurg.2018.1153] [Citation(s) in RCA: 215] [Impact Index Per Article: 43.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Importance Use of next-generation sequencing of RNA and machine learning algorithms can classify the risk of malignancy in cytologically indeterminate thyroid nodules to limit unnecessary diagnostic surgery. Objective To measure the performance of a genomic sequencing classifier for cytologically indeterminate thyroid nodules. Design, Setting, and Participants A blinded validation study was conducted on a set of cytologically indeterminate thyroid nodules collected by fine-needle aspiration biopsy between June 2009 and December 2010 from 49 academic and community centers in the United States. All patients underwent surgery without genomic information and were assigned a histopathology diagnosis by an expert panel blinded to all genomic information. There were 210 potentially eligible thyroid biopsy samples with Bethesda III or IV indeterminate cytopathology that constituted a cohort previously used to validate the gene expression classifier. Of these, 191 samples (91.0%) had adequate residual RNA for validation of the genomic sequencing classifier. Algorithm development and independent validation occurred between August 2016 and May 2017. Exposures Thyroid nodule surgical histopathology diagnosis by an expert panel blinded to all genomic data. Main Outcomes and Measures The primary end point was measurement of genomic sequencing classifier sensitivity, specificity, and negative and positive predictive values in biopsies from Bethesda III and IV nodules. The secondary end point was measurement of classifier performance in biopsies from Bethesda II, V, and VI nodules. Results Of the 183 included patients, 142 (77.6%) were women, and the mean (range) age was 51.7 (22.0-85.0) years. The genomic sequencing classifier had a sensitivity of 91% (95% CI, 79-98) and a specificity of 68% (95% CI, 60-76). At 24% cancer prevalence, the negative predictive value was 96% (95% CI, 90-99) and the positive predictive value was 47% (95% CI, 36-58). Conclusions and Relevance The genomic sequencing classifier demonstrates high sensitivity and accuracy for identifying benign nodules. Its 36% increase in specificity compared with the gene expression classifier potentially increases the number of patients with benign nodules who can safely avoid unnecessary diagnostic surgery.
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Affiliation(s)
- Kepal N Patel
- Division of Endocrine Surgery, Department of Surgery, New York University Langone Medical Center, New York
| | - Trevor E Angell
- Division of Endocrinology, Diabetes, and Hypertension, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Joshua Babiarz
- Department of Research and Development, Veracyte Inc, San Francisco, California
| | - Neil M Barth
- Department of Medical Affairs, Veracyte Inc, San Francisco, California.,Department of Clinical Affairs, Veracyte Inc, San Francisco, California
| | | | - Quan-Yang Duh
- Section of Endocrine Surgery, Department of Surgery, University of California, San Francisco
| | - Ronald A Ghossein
- Division of Head and Neck Pathology, Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - R Mack Harrell
- The Memorial Center for Integrative Endocrine Surgery, Hollywood, Florida.,The Memorial Center for Integrative Endocrine Surgery, Weston, Florida.,The Memorial Center for Integrative Endocrine Surgery, Boca Raton, Florida
| | - Jing Huang
- Department of Research and Development, Veracyte Inc, San Francisco, California
| | - Giulia C Kennedy
- Department of Research and Development, Veracyte Inc, San Francisco, California
| | - Su Yeon Kim
- Department of Research and Development, Veracyte Inc, San Francisco, California
| | - Richard T Kloos
- Department of Medical Affairs, Veracyte Inc, San Francisco, California
| | - Virginia A LiVolsi
- Anatomic Pathology Division, Department of Pathology and Laboratory Medicine, University of Pennsylvania School of Medicine, Philadelphia
| | - Gregory W Randolph
- Division of Thyroid and Parathyroid Endocrine Surgery, Department of Otolaryngology, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston
| | - Peter M Sadow
- Head and Neck Pathology Subspecialty, Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston
| | | | - Julie A Sosa
- Section of Endocrine Surgery, Department of Surgery, Duke Cancer Institute, Duke University Medical Center, Durham, North Carolina
| | | | - P Sean Walsh
- Department of Research and Development, Veracyte Inc, San Francisco, California
| | - Duncan Whitney
- Department of Research and Development, Veracyte Inc, San Francisco, California
| | - Michael W Yeh
- Department of Surgery, Endocrine Surgery Program, David Geffen School of Medicine at UCLA, University of California, Los Angeles
| | - Paul W Ladenson
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
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11
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Pusztaszeri M, Bongiovanni M. The impact of non-invasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP) on the diagnosis of thyroid nodules. Gland Surg 2019; 8:S86-S97. [PMID: 31475095 DOI: 10.21037/gs.2018.12.01] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
More than 70 years ago, Prof. Pierre Masson, a renowned French-Canadian pathologist (1880-1959), advised us that "No classification is more difficult to establish than that of thyroid carcinomas…Of all cancers, they teach, perhaps, the greatest lessons of humility to histopathologists." Almost 70 years later, the recent evidence-based reclassification of the non-invasive encapsulated follicular variant of papillary thyroid carcinoma (FVPTC) as non-invasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP), has demonstrated that this problematic is still ongoing. For about 30 years, it was wrongly assumed that the encapsulated FVPTC behaved and spread like its classical counterpart and, therefore, that it should be treated likewise. As such, the renaming of a malignant entity as a nonmalignant (albeit not benign) neoplasm has contributed to optimizing patient care by deescalating treatment and follow-up for an indolent neoplasm, decreasing medical expense and complications possibly caused by further treatment including radioactive iodine, and reassuring patients with this diagnosis. At the same time, NIFTP has significant implications not only for the practice of thyroid cytopathology but also for surgical pathology and for molecular tests, creating significant new challenges. NIFTP has rigorous histopathologic diagnostic criteria, including papillary-like nuclear features, and submission of the entire tumor capsule and content is required to exclude both invasion and presence of papillary structures. Cytologically, because of the morphological overlap with other follicular neoplasms and with papillary thyroid carcinoma (PTC), most NIFTP are diagnosed into one of the indeterminate Bethesda categories (III-V) and can be adequately triaged for surgery. From a molecular view, NIFTP are most often characterized by RAS-type mutations, similar to other follicular-patterned lesions, and molecular testing can be helpful to suggest NIFTP preoperatively. In this review, we focus on the impact of NIFTP on the diagnosis of thyroid nodules.
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Affiliation(s)
- Marc Pusztaszeri
- Department of Pathology, Jewish General Hospital, McGill University, Montreal, Canada
| | - Massimo Bongiovanni
- Service of Clinical Pathology, Lausanne University Hospital, Institute of Pathology, Lausanne, Switzerland
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12
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Parajuli S, Jug R, Ahmadi S, Jiang X“S. Hurthle cell predominance impacts results of Afirma gene expression classifier and ThyroSeq molecular panel performance in indeterminate thyroid nodules. Diagn Cytopathol 2019; 47:1177-1183. [DOI: 10.1002/dc.24290] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2019] [Revised: 06/30/2019] [Accepted: 07/01/2019] [Indexed: 12/14/2022]
Affiliation(s)
- Shobha Parajuli
- Department of PathologyUniversity of Cincinnati College of Medicine Cincinnati Ohio
| | - Rachel Jug
- Department of PathologyDuke University Medical Center Durham North Carolina
| | - Sara Ahmadi
- Division of Endocrinology, Department of MedicineDuke University Medical Center Durham North Carolina
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13
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McGary CT, Shaw A. Educational Case: Cytology for Staging Neoplasia and Thyroid Neoplasms. Acad Pathol 2019; 6:2374289519851218. [PMID: 31218249 PMCID: PMC6560793 DOI: 10.1177/2374289519851218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2019] [Revised: 04/15/2019] [Accepted: 04/18/2019] [Indexed: 11/18/2022] Open
Abstract
The following fictional case is intended as a learning tool within the Pathology Competencies for Medical Education (PCME), a set of national standards for teaching pathology. These are divided into three basic competencies: Disease Mechanisms and Processes, Organ System Pathology, and Diagnostic Medicine and Therapeutic Pathology. For additional information, and a full list of learning objectives for all three competencies, seehttp://journals.sagepub.com/doi/10.1177/2374289517715040.
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Affiliation(s)
- Carl T McGary
- Department of Biomedical Sciences, University of Minnesota Medical School-Duluth Campus, Duluth, MN, USA
| | - Aubie Shaw
- Department of Biomedical Sciences, University of Minnesota Medical School-Duluth Campus, Duluth, MN, USA
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14
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Mulligan LM. GDNF and the RET Receptor in Cancer: New Insights and Therapeutic Potential. Front Physiol 2019; 9:1873. [PMID: 30666215 PMCID: PMC6330338 DOI: 10.3389/fphys.2018.01873] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Accepted: 12/11/2018] [Indexed: 12/15/2022] Open
Abstract
The Glial cell line-derived neurotrophic Family Ligands (GFL) are soluble neurotrophic factors that are required for development of multiple human tissues, but which are also important contributors to human cancers. GFL signaling occurs through the transmembrane RET receptor tyrosine kinase, a well-characterized oncogene. GFL-independent RET activation, through rearrangement or point mutations occurs in thyroid and lung cancers. However, GFL-mediated activation of wildtype RET is an increasingly recognized mechanism promoting tumor growth and dissemination of a much broader group of cancers. RET and GFL expression have been implicated in metastasis or invasion in diverse human cancers including breast, pancreatic, and prostate tumors, where they are linked to poorer patient prognosis. In addition to directly inducing tumor growth in these diseases, GFL-RET signaling promotes changes in the tumor microenvironment that alter the surrounding stroma and cellular composition to enhance tumor invasion and metastasis. As such, GFL RET signaling is an important target for novel therapeutic approaches to limit tumor growth and spread and improve disease outcomes.
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Affiliation(s)
- Lois M. Mulligan
- Division of Cancer Biology and Genetics, Department of Pathology and Molecular Medicine, Cancer Research Institute, Queen’s University, Kingston, ON, Canada
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15
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Maerki J, Klein M, Chau K, Gimenez C, Fishbein J, Khutti S, Das K. Determining the molecular test for indeterminate thyroid nodules best suited for our practice: A quality assurance study. Diagn Cytopathol 2018; 47:259-267. [PMID: 30488606 DOI: 10.1002/dc.24091] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Revised: 09/12/2018] [Accepted: 09/20/2018] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Currently, molecular studies are widely used as a guiding tool in further management of cytologically indeterminate thyroid nodules. At our institution, clinicians have recently expressed concern over receiving "less positive molecular results" upon switching from an extended 14 gene mutation panel (EGMP) to a 7 gene mutation panel (GMP). Our goal is to compare outcomes of these two tests in regards to the performance characteristics and clinical impact. MATERIALS AND METHODS All thyroid fine-needle aspiration (FNA) biopsy specimens sent for molecular studies from 2016 to 2017 were retrospectively studied. Cytopathology diagnosis, pertinent clinical findings, molecular results, and follow-up (F/U) surgical and cytology diagnoses were recorded. RESULTS Of the total 165 cases sent for molecular tests 86 (52%) were GMP and 79 (47%) EGMP. There were 21 (24%) and 40 (50%) cases with positive GMP and EGMP results, respectively. Within these positive cases (n = 61), there were a total of 33 (54%) patients who underwent surgical resection and 28 (45%) patients had no follow-up. The molecular findings and surgical pathologic diagnoses obtained are illustrated in Figures 1 through 4 for GMP and EGMP, respectively. CONCLUSIONS The selection of molecular testing should be directed toward optimizing patient care and facilitate clinical management. This quality assurance study helped in understanding the complexities associated with test selection best suited for our institution and in educating clinicians.
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Affiliation(s)
- Jennifer Maerki
- Northwell Health Laboratories, Division of Cytopathology, Department of Pathology and Laboratory Medicine, New York, New York
| | - Melissa Klein
- Northwell Health Laboratories, Division of Cytopathology, Department of Pathology and Laboratory Medicine, New York, New York
| | - Karen Chau
- Northwell Health Laboratories, Division of Cytopathology, Department of Pathology and Laboratory Medicine, New York, New York
| | - Cecilia Gimenez
- Department of Pathology and Laboratory Medicine, Hofstra Northwell Health School of Medicine, New York, New York
| | - Joanna Fishbein
- Biostatistics Unit, Feinstein Institute for Medical Research, Northwell Health, New York, New York
| | - Seema Khutti
- Department of Pathology and Laboratory Medicine, Hofstra Northwell Health School of Medicine, New York, New York
| | - Kasturi Das
- Department of Pathology and Laboratory Medicine, Hofstra Northwell Health School of Medicine, New York, New York
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Geramizadeh B, Bos-Hagh S, Maleki Z. Cytomorphologic, Imaging, Molecular Findings, and Outcome in Thyroid Follicular Lesion of Undetermined Significance/Atypical Cell of Undetermined Significance (AUS/FLUS): A Mini-Review. Acta Cytol 2018; 63:1-9. [PMID: 30380529 DOI: 10.1159/000493908] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Accepted: 09/19/2018] [Indexed: 01/10/2023]
Abstract
OBJECTIVES Since the introduction of the entity of "Atypical cell of undetermined significance /follicular lesion of undetermined significance" (AUS/FLUS) by The Bethesda System for Reporting Thyroid Cytology (TBSRTC) in 2007, there have been many published studies about the cytomorphologic criteria, subclassification, outcome, and management of patients with the diagnosis of AUS/FLUS. There have been many studies in different aspects of this indeterminate category, i.e., cytologic and molecular findings, ultrasonographic findings, and in some instances even core-needle biopsy to address a better and safer way of the management of patients with this fine-needle aspiration cytology diagnosis. The second edition of TBSRTC and the 2015 American Thyroid Association guidelines provide an update on the follow-up and management of AUS/FLUS. A multidisciplinary team consisting of pathologists, endocrinologists, surgeons, and radiologists should be involved in the diagnosis and management of AUS/FLUS, and all of them should be aware of the heterogeneity of this lesion for the prediction of the treatment and outcome. STUDY DESIGN In this review, we consider different research platforms (2008-2017) to find the best and key reports for the above-mentioned challenging aspects of AUS/FLUS. CONCLUSION AUS/FLUS is now a well-defined group of thyroid lesions, which can be most accurately diagnosed and managed with cytomorphology, molecular, and ancillary studies.
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Affiliation(s)
- Bita Geramizadeh
- Department of Pathology, Medical School of Shiraz University, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Somayeh Bos-Hagh
- Department of Pathology, Medical School of Shiraz University, Shiraz University of Medical Sciences, Shiraz, Iran
- Transplant Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Zahra Maleki
- Division of Cytopathology, Department of Pathology, The Johns Hopkins Hospital, Baltimore, Maryland,
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Ullmann TM, Gray KD, Moore MD, Zarnegar R, Fahey TJ. Current controversies and future directions in the diagnosis and management of differentiated thyroid cancers. Gland Surg 2018; 7:473-486. [PMID: 30505769 DOI: 10.21037/gs.2017.09.08] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Despite the development of novel diagnostic, surgical, and chemotherapeutic approaches to differentiated thyroid cancers (DTCs), the diagnosis and management of these tumors remains controversial. The most recent American Thyroid Association (ATA) guidelines, released in 2015, reflect a recent shift towards less aggressive management for patients with DTCs. However, many clinicians have expressed concern that more conservative management will put patients at risk for disease recurrence and metastasis. In particular, the management of indeterminate nodules on fine needle aspiration (with special attention to genetic and epigenetic markers of malignancy), the extent of surgery for known differentiated cancers, the role of adjuvant radioactive iodine (RAI) therapy, and novel targeted treatments with tyrosine kinase inhibitors (TKIs) represent current areas of uncertainty and opportunities for future research. In this review, we examine the current state of the art in these areas, and address some of the questions that remain.
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Affiliation(s)
- Timothy M Ullmann
- Department of Surgery, New York Presbyterian Hospital, Weill Cornell Medicine, New York, NY, USA
| | - Katherine D Gray
- Department of Surgery, New York Presbyterian Hospital, Weill Cornell Medicine, New York, NY, USA
| | - Maureen D Moore
- Department of Surgery, New York Presbyterian Hospital, Weill Cornell Medicine, New York, NY, USA
| | - Rasa Zarnegar
- Department of Surgery, New York Presbyterian Hospital, Weill Cornell Medicine, New York, NY, USA
| | - Thomas J Fahey
- Department of Surgery, New York Presbyterian Hospital, Weill Cornell Medicine, New York, NY, USA
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18
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Partyka KL, Randolph ML, Lawrence KA, Cramer H, Wu HH. Utilization of direct smears of thyroid fine-needle aspirates for ancillary molecular testing: A comparison of two proprietary testing platforms. Diagn Cytopathol 2018; 46:320-325. [PMID: 29446257 DOI: 10.1002/dc.23902] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Revised: 01/25/2018] [Accepted: 01/31/2018] [Indexed: 01/26/2023]
Abstract
BACKGROUND Ancillary molecular testing has been recommended for thyroid fine-needle aspirates (FNA) with indeterminate cytologic diagnoses. Rosetta Genomics and Interpace Diagnostics have developed assays that can utilize direct smears as the testing substrate. METHODS A retrospective study of indeterminate thyroid FNAs with known histologic follow-up was performed. One Diff-Quik-stained smear and one Papanicolaou-stained smear with similar cellularity (at least 60-100 lesional cells) from each case were sent to Rosetta and Interpace, respectively, for analysis. The results were directly compared and correlated with the final histopathology. Neither company was aware of the follow-up histologic findings in these cases. RESULTS A total of 10 thyroid FNAs were identified from our 2015 files. The cytologic diagnoses included follicular lesion of undetermined significance (FLUS, n = 5), follicular neoplasm/suspicious for follicular neoplasm (FN/SFN, n = 4), and suspicious for malignancy (SM, n = 1). Of the seven cases with benign histology, six smears were classified as benign by the RosettaGX microRNA classifier, and one case was designated as suspicious. Five cases were negative by both ThyGenX oncogene panel and ThyraMIR microRNA classifier. One case was negative by ThyGenX and positive on follow-up ThyraMIR, and one case was positive for KRAS mutation and positive on ThyraMIR. Both the RosettaGX and ThyGenX/ThyraMIR tests demonstrated positive results for the three histologically malignant cases. CONCLUSION This study demonstrates that two molecular testing platforms performed equally well using our stained direct smears. Both molecular tests revealed a 100% negative predictive rate. RosettaGX showed a 75% positive predictive value in comparison to 60% for ThyGenX/ThyraMIR.
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Affiliation(s)
- Kristen L Partyka
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Melissa L Randolph
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Karen A Lawrence
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Harvey Cramer
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Howard H Wu
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, Indiana
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Mito JK, Alexander EK, Angell TE, Barletta JA, Nehs MA, Cibas ES, Krane JF. A modified reporting approach for thyroid FNA in the NIFTP era: A 1-year institutional experience. Cancer Cytopathol 2017; 125:854-864. [DOI: 10.1002/cncy.21907] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2017] [Revised: 07/24/2017] [Accepted: 07/26/2017] [Indexed: 01/07/2023]
Affiliation(s)
- Jeffrey K. Mito
- Department of Pathology; Brigham and Women's Hospital and Harvard Medical School; Boston Massachusetts
| | - Erik K. Alexander
- Department of Medicine; Brigham and Women's Hospital and Harvard Medical School; Boston Massachusetts
| | - Trevor E. Angell
- Department of Medicine; Brigham and Women's Hospital and Harvard Medical School; Boston Massachusetts
| | - Justine A. Barletta
- Department of Pathology; Brigham and Women's Hospital and Harvard Medical School; Boston Massachusetts
| | - Matthew A. Nehs
- Department of Surgery; Brigham and Women's Hospital and Harvard Medical School; Boston Massachusetts
| | - Edmund S. Cibas
- Department of Pathology; Brigham and Women's Hospital and Harvard Medical School; Boston Massachusetts
| | - Jeffrey F. Krane
- Department of Pathology; Brigham and Women's Hospital and Harvard Medical School; Boston Massachusetts
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20
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Powers CN, Kaminsky DB. Cytopathology is the Nexus for patient-centered care. Cancer Cytopathol 2017; 125:443-445. [DOI: 10.1002/cncy.21826] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2016] [Accepted: 12/22/2016] [Indexed: 12/28/2022]
Affiliation(s)
- Celeste N. Powers
- Department of Pathology; Virginia Commonwealth University, Medical College of Virginia Hospitals; Richmond Virginia
| | - David B. Kaminsky
- United States and Canadian Academy of Pathology; Palm Springs California
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