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Newfield RS, Jiang W, Sugganth DX, Hantash FM, Lee E, Newbury RO. Mutational analysis using next generation sequencing in pediatric thyroid cancer reveals BRAF and fusion oncogenes are common. Int J Pediatr Otorhinolaryngol 2022; 157:111121. [PMID: 35397361 DOI: 10.1016/j.ijporl.2022.111121] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 02/28/2022] [Accepted: 03/25/2022] [Indexed: 01/15/2023]
Abstract
BACKGROUND We previously described mutation rates of BRAFV600E, RAS, RET-PTC and PAX8-PPARγ in pediatric subjects with well-differentiated thyroid cancer (WDTC). We expanded the cohort adding next-generation sequencing (NGS) and assessed genotype-phenotype correlations. METHODS Single-center retrospective cohort examining thyroidectomy tissue blocks from consecutive pediatric WDTC patients between 2001 and 2015. Tissues were analyzed at Quest Diagnostics for BRAF, RAS mutations, RET-PTC and PAX8-PPARγ, and additional fusions, using standalone and NGS tests. WDTC included papillary (PTC), follicular (FTC) and follicular-variant PTC (FVPTC). RESULTS We genotyped 46 samples (36 females). Mean age at diagnosis was 14.7 years and the cohort comprised of mostly Hispanic (60.9%) and Caucasian (26.1%) patients. Mean follow-up was 3.5 years. Genetic alterations (GA) were noted in 69.6%, with BRAFV600E (n = 11), and RET-PTC (n = 8) detected only in PTC. GA were detected in 2/7 FTC (1 PAX8-PPARγ, 1 NRAS) and 6/10 FVPTC (3 PAX8-PPARγ, 1 STRN-ALK, 1 BRAFK601E, 1 NRAS). Patients with BRAFV600E were predominantly Hispanic (81.8%) and >15 years (81.8%), whereas 87.5% RET-PTC and 50% other-fusions occurred in patients ≤15 years (p = 0.044). Of the 29 PTC patients, 82.8% had GA: BRAFV600E (37.9%), RET-PTC (27.6%), 17.2% other fusion-oncogenes (2 -ALK, 3 -NTRK). Non-RET fusions had the highest vascular invasion (100%, p = 0.042 vs RET-PTC) and frequent lymphatic invasion (80%). GA were most common in PTC with cervical metastasis. CONCLUSIONS BRAFV600E was the most common single mutation, especially in older and Hispanic adolescents. All fusions combined are more common than BRAFV600E. NGS reveals a genetic basis in most pediatric WDTC, which may have implications for the role of molecular testing and systemic therapy.
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Affiliation(s)
- Ron S Newfield
- Division of Pediatric Endocrinology, University of California San Diego, And Rady Children's Hospital San Diego, California, 3020 Children's Way, MC 5103, San Diego, CA, 92123, United States.
| | - Wen Jiang
- Department of Otolaryngology, University of California San Diego, And Rady Children's Hospital of San Diego, 3030 Children's Way, Suite 402, San Diego, CA, 92123-4295, United States.
| | - Daniel X Sugganth
- Hematology & Oncology, Quest Diagnostics Nichols Institute, 33608 Ortega Highway, San Juan Capistrano, CA, 92675, United States.
| | - Feras M Hantash
- Hematology & Oncology, Quest Diagnostics Nichols Institute, 33608 Ortega Highway, San Juan Capistrano, CA, 92675, United States.
| | - Euyhyun Lee
- Altman Clinical and Translational Research Institute, University of California San Diego, 9452 Medical Center Dr N, La Jolla, CA, 92037, United States.
| | - Robert O Newbury
- Department of Pathology, Rady Children's Hospital, University of California, San Diego 3020 Children's Way, MC 5007, San Diego, CA, 92123, United States.
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Belovarac B, Zhou F, Modi L, Sun W, Shafizadeh N, Negron R, Yee-Chang M, Szeto O, Simsir A, Sheth S, Brandler TC. Evaluation of ACR TI-RADS cytologically indeterminate thyroid nodules and molecular profiles: a single-institutional experience. J Am Soc Cytopathol 2022; 11:165-172. [PMID: 35181254 DOI: 10.1016/j.jasc.2022.01.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 01/03/2022] [Accepted: 01/15/2022] [Indexed: 06/14/2023]
Abstract
INTRODUCTION The American College of Radiology (ACR) Thyroid Imaging Reporting and Data Systems (TI-RADS) was developed to standardize thyroid ultrasound reports and predict the likelihood of malignancy. In our study, we aimed to correlate indeterminate thyroid fine needle aspiration cytology cases with preceding ultrasound (US) ACR TI-RADS scores and concurrent molecular testing results to examine how well the use of the ACR TI-RADS in our institution predicted which patients with indeterminate cytology might harbor molecular alterations. MATERIALS AND METHODS We performed a retrospective review of thyroid nodules. Patients with US reports that included TI-RADS scores, fine needle aspiration specimens with indeterminate cytology (Bethesda class III-V), and molecular testing results were included. RESULTS A total of 46 indeterminate cytology cases had had preceding US reports with TI-RADS scores and molecular testing (Bethesda class III, n = 37; Bethesda class IV, n = 6; Bethesda class V, n = 3). Most of the indeterminate cases had had a TI-RADS score of TR4 (31 of 46; 67.39%) or TR5 (9 of 46; 19.57%). RAS mutations were the most common alteration (n = 12). Of the 46 cases, 22 (47.85%) showed no alterations. Ten cases proceeded to surgery, of which seven displayed malignancies. CONCLUSIONS Molecular testing in cytologically indeterminate thyroid nodules provided valuable information for TR4 and TR5 lesions; however, the TR2 and TR3 lesions often had no molecular alterations. These findings highlight the potential value of including US imaging features when assessing the significance of indeterminate cytology findings.
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Affiliation(s)
- Brendan Belovarac
- Department of Pathology, New York University Langone Health, New York, New York
| | - Fang Zhou
- Department of Pathology, New York University Langone Health, New York, New York
| | - Lopa Modi
- Department of Pathology, New York University Langone Health, New York, New York; Department of Pathology, Englewood Health, Englewood, New Jersey
| | - Wei Sun
- Department of Pathology, New York University Langone Health, New York, New York
| | - Negin Shafizadeh
- Department of Pathology, New York University Langone Health, New York, New York
| | - Raquel Negron
- Department of Pathology, New York University Langone Health, New York, New York
| | - Melissa Yee-Chang
- Department of Pathology, New York University Langone Health, New York, New York
| | - Oliver Szeto
- Department of Pathology, New York University Langone Health, New York, New York
| | - Aylin Simsir
- Department of Pathology, New York University Langone Health, New York, New York
| | - Sheila Sheth
- Department of Radiology, New York University Langone Health, New York, New York
| | - Tamar C Brandler
- Department of Pathology, New York University Langone Health, New York, New York.
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Ngo HTT, Nguyen TPX, Vu TH, Jung CK, Hassell L, Kakudo K, Vuong HG. Impact of Molecular Testing on the Management of Indeterminate Thyroid Nodules Among Western and Asian Countries: a Systematic Review and Meta-analysis. Endocr Pathol 2021; 32:269-279. [PMID: 32767256 DOI: 10.1007/s12022-020-09643-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/29/2020] [Indexed: 01/14/2023]
Abstract
Molecular testing has a potential to improve the management of patients with indeterminate thyroid nodules considered for surgery. This study examined the influence of molecular tests on the treatment of indeterminate nodules, particularly the differences between Western and Asian countries. Electronic databases including PubMed and Web of Science were searched for relevant articles from 2010 to March 2019. We computed meta-analysis of proportion and their 95% confidence intervals (CIs) utilizing the random-effect model. We used independent samples t test to compare the resection rate (RR), rate of malignancy (ROM), rate of preoperative molecular testing (RMT), and rate of positive test (RP) between subgroups. We included a total of 34 studies with 7976 indeterminate nodules. The multigene panel testing methods were exclusively used in the USA. Compared with the non-molecular era, molecular testing was associated with a significantly increased ROM (47.9% versus 32.1%; p = 0.001). The ROM of indeterminate nodules in Asian institutes was significantly higher than that in Western countries (75.3% versus 36.6%; p < 0.001, respectively). Institutes employing single-gene tests achieved a higher ROM (59.8% versus 37.9%; p = 0.013). Molecular testing is a promising method to tailor the clinical management for indeterminate thyroid FNA. Certain differences in routine thyroid cytopathology practice among the West and the East are still present. The combination of molecular testing and active surveillance enhances the accuracy of case selection for surgery in Asian countries.
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Affiliation(s)
- Hanh Thi Tuyet Ngo
- Department of Pathology, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, 700-000, Vietnam
| | | | - Trang Huyen Vu
- Department of Pathology, Oncology Hospital, Ho Chi Minh City, 700-000, Vietnam
| | - Chan Kwon Jung
- Department of Hospital Pathology, College of Medicine, The Catholic University of Korea, Seoul, 06591, Republic of Korea
| | - Lewis Hassell
- Department of Pathology, Oklahoma University Health Sciences Center, Oklahoma City, OK, 73104, USA
| | - Kennichi Kakudo
- Department of Pathology and Thyroid Disease Center, Izumi City General Hospital, Wake-cho 4-5-1, Izumi City, 594-0073, Japan
| | - Huy Gia Vuong
- Department of Pathology, Oklahoma University Health Sciences Center, Oklahoma City, OK, 73104, USA.
- Stephenson Cancer Center, Oklahoma University Health Sciences Center, Oklahoma City, OK, 73104, USA.
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Al-Abbadi MA, Shareef SQ, Yousef MM, Almasri NM, Mustafa HE, Aljawad H, Ali JA, Groves A, Alsaihati Y. A follow-up study on thyroid aspirates reported as atypia of undetermined significance/follicular lesion of undetermined significance and follicular neoplasm/suspicious for follicular neoplasm: A multicenter study from the Arabian Gulf region. Diagn Cytopathol 2017; 45:983-988. [DOI: 10.1002/dc.23805] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Revised: 08/14/2017] [Accepted: 08/16/2017] [Indexed: 01/21/2023]
Affiliation(s)
| | | | | | | | - Huda E. Mustafa
- Sheikh Khalifa Medical City; Abu Dhabi United Arab Emirates
- Department of Pathology; Sheikh Khalifa Medical City; Abu Dhabi United Arab Emirates
- Department of Laboratory Medicine and Internal Medicine; Sheikh Khalifa Medical City; Abu Dhabi United Arab Emirates
| | | | | | - Alan Groves
- Sheikh Khalifa Medical City; Abu Dhabi United Arab Emirates
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Quaglino F, Marchese V, Mazza E, Gottero C, Lemini R, Taraglio S. When Is Thyroidectomy the Right Choice? Comparison between Fine-Needle Aspiration and Final Histology in a Single Institution Experience. Eur Thyroid J 2017; 6:94-100. [PMID: 28589091 PMCID: PMC5422848 DOI: 10.1159/000452622] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Revised: 10/14/2016] [Indexed: 12/31/2022] Open
Abstract
OBJECTIVES The aim of this study was to compare SIAPEC-IAP-based cytological reports with their corresponding histological diagnoses to establish when thyroidectomy is the right choice in the management of thyroid diseases. STUDY DESIGN This is a retrospective review of all the consecutive thyroidectomies/lobectomies performed at Maria Vittoria Hospital during the 10-year period between January 2005 and December 2015. Patients who underwent both fine-needle aspiration (FNA) and surgical procedures in our institution were included in the study. RESULTS A total of 260 patients underwent both FNA and a thyroid surgical procedure at Maria Vittoria Hospital; 111 (42.69%) had a malignant histological report. The final cytological diagnosis was nondiagnostic (TIR-1) in 19 cases (7.31%), benign (TIR-2) in 83 cases (31.92%), indeterminate (TIR-3) in 96 cases (36.92%), suspicious for malignancy (TIR-4) in 22 cases (8.46%), and diagnostic for malignancy (TIR-5) in 40 cases (15.38%). Among the 96 cases with TIR-3 cytology, after the review, 44 (16.92%) were classified as TIR-3A and 52 (20%) as TIR-3B. The prevalence of malignancy among TIR-3A cases was 20.45% (9/44) and among TIR-3B cases 53.85% (28/52). The difference was statistically significant (p = 0.0007). CONCLUSIONS Our data suggest that follow-up alone is not sufficient in TIR-3A patients given the high prevalence of malignancy within that diagnostic category (20.45%) and the low sensitivity (75.68%) and specificity (59.32%) in the distinction between TIR-3A and TIR-3B. Regarding patients with a multinodular goiter and TIR-2 at FNA, the surgical approach should not be excluded.
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Affiliation(s)
| | | | - Enrico Mazza
- Endocrinology and Metabolism Unit, Maria Vittoria Hospital ASL TO2, Turin, Italy
| | - Cristina Gottero
- Endocrinology and Metabolism Unit, Maria Vittoria Hospital ASL TO2, Turin, Italy
| | - Riccardo Lemini
- General Surgery Unit, Maria Vittoria Hospital ASL TO2, Turin, Italy
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Wei Y, Zhou X, Liu S, Wang H, Liu L, Liu R, Kang J, Hong K, Wang D, Yuan G. Novel and Practical Scoring Systems for the Diagnosis of Thyroid Nodules. PLoS One 2016; 11:e0163039. [PMID: 27654865 PMCID: PMC5031406 DOI: 10.1371/journal.pone.0163039] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2016] [Accepted: 09/01/2016] [Indexed: 01/04/2023] Open
Abstract
Objective The clinical management of patients with thyroid nodules that are biopsied by fine-needle aspiration cytology and yield indeterminate results remains unsettled. The BRAF V600E mutation has dubious diagnostic value due to its low sensitivity. Novel strategies are urgently needed to distinguish thyroid malignancies from thyroid nodules. Design This prospective study included 504 thyroid nodules diagnosed by ultrasonography from 468 patients, and fine-needle aspiration cytology was performed under ultrasound guidance. Cytology and molecular analysis, including BRAF V600E, RET/PTC1 and RET/PTC3, were conducted simultaneously. The cytology, ultrasonography results, and mutational status were gathered and analyzed together. Predictive scoring systems were designed using a combination of diagnostic parameters for ultrasonography, cytology and genetic analysis. The utility of the scoring systems was analyzed and compared to detection using the individual methods alone or combined. Result The sensitivity of scoring systema (ultrasonography, cytology, BRAF V600E, RET/PTC) was nearly identical to that of scoring systemb (ultrasonography, cytology, BRAF V600E); these were 91.0% and 90.2%, respectively. These sensitivities were significantly higher than those obtained using FNAC, genetic analysis and US alone or combined; their sensitivities were 63.9%, 70.7% and 87.2%, respectively. Scoring systemc (ultrasonography, cytology) was slightly inferior to the former two scoring systems but still had relatively high sensitivity and specificity (80.5% and 95.1%, respectively), which were significantly superior to those of single cytology, ultrasonography or genetic analysis. In nodules with uncertainty cytology, scoring systema, scoring systemb and scoring systemc could elevate the malignancy detection rates to 69.7%, 69.7% and 63.6%, respectively. Conclusion These three scoring systems were quick for clinicians to master and could provide quantified information to predict the probability of malignant nodules. Scoring systemb is recommended for improving the detection rate among nodules of uncertain cytology.
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Affiliation(s)
- Ying Wei
- Department of Internal Medicine, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xinrong Zhou
- Department of Internal Medicine, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Siyue Liu
- Department of Internal Medicine, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Hong Wang
- Molecular Diagnostic Laboratory, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Limin Liu
- Department of surgical cytology, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Renze Liu
- Department of surgical cytology, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Jinsong Kang
- Department of surgical cytology, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Kai Hong
- Department of ultrasonic, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Daowen Wang
- Department of Internal Medicine, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Molecular Diagnostic Laboratory, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Gang Yuan
- Department of Internal Medicine, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei, China
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Kuo LE, Kelz RR. Management of Thyroid Nodular Disease: Current Cytopathology Classifications and Genetic Testing. Surg Oncol Clin N Am 2015; 25:1-16. [PMID: 26610771 DOI: 10.1016/j.soc.2015.08.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Preoperative diagnosis and operative planning for patients with thyroid nodules has improved over the last decade. The Bethesda criteria for cytopathologic classification of thyroid nodule aspirate has enhanced communication between pathologists and clinicians. Multiple genetic tests, including molecular markers and the Afirma gene expression classifier, have been developed and validated. The tests, along with clinical and radiologic information, are most useful in the setting of indeterminate cytology. The development of an updated diagnostic and treatment algorithm incorporating all available tests will help standardize the management of patients with nodular thyroid disease and reduce variation and inefficiencies in care.
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Affiliation(s)
- Lindsay E Kuo
- Department of Surgery, Hospital of the University of Pennsylvania, 3400 Spruce Street, 4 Silverstein, Philadelphia, PA 19104, USA
| | - Rachel R Kelz
- Division of Endocrine and Oncologic Surgery, Department of Surgery, Hospital of the University of Pennsylvania, 3400 Spruce Street, 4 Silverstein, Philadelphia, PA 19104, USA.
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Alabdulqader NA, Shareef SQ, Ali JA, Yousef MM, Al-Abbadi MA. Application of the Bethesda System for Reporting Thyroid Cytopathology in the Eastern Province of Saudi Arabia: A Follow-Up Study. Acta Cytol 2015; 59:233-8. [PMID: 26044567 DOI: 10.1159/000430803] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2014] [Accepted: 04/20/2015] [Indexed: 01/21/2023]
Abstract
This is a follow-up study to our previous analysis of thyroid aspirates utilizing the Bethesda System for Reporting Thyroid Cytology (BSRTC). The same study design was utilized for 2 years comparing 2 periods. A total of 251 thyroid aspirates from 218 patients were reviewed and deemed comparable to the previous cohort. The variance and consequently the number of interpretations dropped from 26 to 11 with a statistically significant 58% reduction and more consistency. Our unsatisfactory rate dropped from 22 to 10% (reduction of 55%). The risk of malignancy in this follow-up study showed a similar trend: an increase in risk with each step up in the BSRTC categories starting from the 'nondiagnostic' and up to 'malignant'. Few of our benign cases ended up with resection. We noticed sensitivity to the word 'follicular' in this benign category; therefore we propose a modification of the current BSRTC system by omitting the word 'follicular' from the benign category. We strongly believe that this modification harbors no serious damage to the intentions of BSRTC. This follow-up study has shown that the previous awareness campaign about the implementation has worked and can be considered a valid performance improvement program.
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Affiliation(s)
- Noof A Alabdulqader
- Department of Pathology and Laboratory Medicine, King Fahad Specialist Hospital, Dammam, Kingdom of Saudi Arabia
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Seo JY, Choi JR, Moon HJ, Kim EK, Han KH, Kim H, Kwak JY. Clinical Implication of Highly Sensitive Detection of the BRAFV600E Mutation in Fine-Needle Aspirations According to the Thyroid Bethesda System in Patients With Conventional Papillary Thyroid Carcinoma. Ann Otol Rhinol Laryngol 2014; 124:392-9. [PMID: 25404749 DOI: 10.1177/0003489414560433] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
BACKGROUND We investigated the additional diagnostic yield of the mutation test and evaluated the frequency of the BRAF mutation in conventional PTC (cPTC) according to ultrasound (US) features and the Bethesda System for Reporting Thyroid Cytopathology (BSRTC) based on the BRAFV600E mutation status. MATERIALS AND METHODS During the study period, 279 patients who underwent FNA with an additional BRAFV600E mutation test were diagnosed as cPTC after surgery. We analyzed the association between the mutation and several clinical factors. RESULTS Of the 279 cPTCs, 250 (89.6%) had the BRAFV600E mutation. The BRAF mutation test was helpful in diagnosing an additional 19% (53/279) of cPTCs. The frequency of the BRAF mutation in cPTCs with suspicious US features was higher than that of cPTCs with negative US features regardless of the BSRTC. CONCLUSIONS Suspicious US features may be helpful in deciding whether an additional BRAFV600E mutation test should be done in thyroid nodules with indeterminate cytology.
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Affiliation(s)
- Jae Young Seo
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea Department of Radiology, Konyang University Hospital, Konyang University College of Medicine, Seoul, Korea
| | - Jong Rak Choi
- Department of Laboratory Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Hee Jung Moon
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Eun-Kyung Kim
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Kyung Hwa Han
- Biostatistics Collaboration Unit, Medical Research Center, Yonsei University College of Medicine, Seoul, Korea
| | - Hyunki Kim
- Department of Pathology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Jin Young Kwak
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
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Seo JY, Kim EK, Kwak JY. Additional BRAF mutation analysis may have additional diagnostic value in thyroid nodules with "suspicious for malignant" cytology alone even when the nodules do not show suspicious US features. Endocrine 2014; 47:283-9. [PMID: 24452872 DOI: 10.1007/s12020-013-0150-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2013] [Accepted: 12/16/2013] [Indexed: 01/21/2023]
Abstract
The BRAF(V600E) mutation test has been more effective in thyroid nodules with suspicious US features than ones without suspicious features. Therefore, we investigated the role of the BRAF(V600E) mutation as an additional study to cytology in diagnosing a thyroid nodule without suspicious US features. This study was performed at Severance hospital from December 2010 through February 2012. During this period, 2,650 patients with 2,918 nodules underwent FNA with an additional BRAF(V600E) mutation test. Among them, we excluded thyroid nodules with suspicious US features. Finally, 485 thyroid nodules in 466 patients (mean age 50.3 years; range 9-80 years) were included in this study. We compared the differences between patients with malignant and benign thyroid nodules. We evaluated the detection rates of the BRAF(V600E) mutation according to the Bethesda System for Reporting Thyroid Cytopathology (BSRTC). There were 60 (60/485, 12.4 %) malignant and 425 (425/485, 87.6 %) benign nodules. The detection rate of the BRAF(V600E) mutation in thyroid nodules without suspicious US features was only 6.6 % (32/485). Most had malignant cytology (62.5 %, 20/32). For nodules without malignant cytology, only 12 nodules (2.6 %, 12/462) had the BRAF mutation. Among the 12 nodules, nine nodules were suspicious for malignancy on cytology. Additional BRAF mutation analysis shows additional diagnostic value in thyroid nodules with "suspicious for malignant" cytology alone even when the nodules do not show suspicious US features. Therefore, the test should be selectively performed in thyroid nodules without suspicious US features, considering cost-effectiveness as well as diagnostic accuracy.
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Affiliation(s)
- Jae Young Seo
- Department of Radiology, Research Institute of Radiological Science, Yonsei University College of Medicine, 50 Yonsei-ro, Seodaemun-gu, Seoul, 120-752, Korea
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Caria P, Frau DV, Dettori T, Boi F, Lai ML, Mariotti S, Vanni R. Optimizing detection of RET and PPARg rearrangements in thyroid neoplastic cells using a home-brew tetracolor probe. Cancer Cytopathol 2014; 122:377-85. [PMID: 24510380 PMCID: PMC4231233 DOI: 10.1002/cncy.21397] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2013] [Revised: 12/28/2013] [Accepted: 01/01/2014] [Indexed: 12/18/2022]
Abstract
BACKGROUND Fluorescence in situ hybridization (FISH) to identify specific DNA target sequences in the nuclei of nondividing cells of numerous solid neoplasms has contributed to the introduction of molecular cytogenetics as a useful adjunct to cytology, leading recently to the "marriage" of the 2 disciplines. Numerous cancer molecular markers can now be investigated using different technical approaches, at both the gene and expression levels, in biopsies of various suspected cancers, including differentiated thyroid carcinoma. The limited amount of bioptic material is often insufficient to carry out multiple tests, and optimizing handling of the biopsy is desirable. METHODS We have developed a home-brew tetracolor break-apart probe able to simultaneously identify the 2 most common genetic alterations in differentiated thyroid carcinoma: RET/PTC variants in papillary thyroid carcinoma and PAX8/PPARg fusion and variants in follicular thyroid carcinoma. RESULTS The probe had 100% specificity, 99.5% sensitivity, and ≥ 3% cutoff. The probe was tested on RET/PTC and PAX8/PPARg RT-PCR positive controls, and feasibility was assessed in 368 thyroid nodule fine-needle aspirations (FNA). In the latter analysis, 24 FNAs had split RET signal, and 9 had split PPARg signal. FISH analysis of available surgically removed nodules confirmed the sensitivity of FISH in detecting abnormal clones and oligoclones. CONCLUSIONS The home-brew tetracolor probe showed high feasibility, optimizing the use of the biological material in relation to the available molecular tests and maximizing the FISH experimental and slide-scoring times. This probe may be considered an alternative to RT-PCR when recovery and quality of RNA amplification from FNA are insufficient.
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Affiliation(s)
- Paola Caria
- Department of Biomedical Sciences, University of Cagliari, Cagliari, Italy
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12
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Kanagal-Shamanna R, Portier BP, Singh RR, Routbort MJ, Aldape KD, Handal BA, Rahimi H, Reddy NG, Barkoh BA, Mishra BM, Paladugu AV, Manekia JH, Kalhor N, Chowdhuri SR, Staerkel GA, Medeiros LJ, Luthra R, Patel KP. Next-generation sequencing-based multi-gene mutation profiling of solid tumors using fine needle aspiration samples: promises and challenges for routine clinical diagnostics. Mod Pathol 2014; 27:314-27. [PMID: 23907151 DOI: 10.1038/modpathol.2013.122] [Citation(s) in RCA: 155] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2013] [Revised: 05/09/2013] [Accepted: 05/11/2013] [Indexed: 12/29/2022]
Abstract
Increasing use of fine needle aspiration for oncological diagnosis, while minimally invasive, poses a challenge for molecular testing by traditional sequencing platforms due to high sample requirements. The advent of affordable benchtop next-generation sequencing platforms such as the semiconductor-based Ion Personal Genome Machine (PGM) Sequencer has facilitated multi-gene mutational profiling using only nanograms of DNA. We describe successful next-generation sequencing-based testing of fine needle aspiration cytological specimens in a clinical laboratory setting. We selected 61 tumor specimens, obtained by fine needle aspiration, with known mutational status for clinically relevant genes; of these, 31 specimens yielded sufficient DNA for next-generation sequencing testing. Ten nanograms of DNA from each sample was tested for mutations in the hotspot regions of 46 cancer-related genes using a 318-chip on Ion PGM Sequencer. All tested samples underwent successful targeted sequencing of 46 genes. We showed 100% concordance of results between next-generation sequencing and conventional test platforms for all previously known point mutations that included BRAF, EGFR, KRAS, MET, NRAS, PIK3CA, RET and TP53, deletions of EGFR and wild-type calls. Furthermore, next-generation sequencing detected variants in 19 of the 31 (61%) patient samples that were not detected by traditional platforms, thus increasing the utility of mutation analysis; these variants involved the APC, ATM, CDKN2A, CTNNB1, FGFR2, FLT3, KDR, KIT, KRAS, MLH1, NRAS, PIK3CA, SMAD4, STK11 and TP53 genes. The results of this study show that next-generation sequencing-based mutational profiling can be performed on fine needle aspiration cytological smears and cell blocks. Next-generation sequencing can be performed with only nanograms of DNA and has better sensitivity than traditional sequencing platforms. Use of next-generation sequencing also enhances the power of fine needle aspiration by providing gene mutation results that can direct personalized cancer therapy.
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Affiliation(s)
- Rashmi Kanagal-Shamanna
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Bryce P Portier
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Rajesh R Singh
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Mark J Routbort
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Kenneth D Aldape
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Brian A Handal
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Hamed Rahimi
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Neelima G Reddy
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Bedia A Barkoh
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Bal M Mishra
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Abhaya V Paladugu
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Jawad H Manekia
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Neda Kalhor
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Sinchita Roy Chowdhuri
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Gregg A Staerkel
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - L Jeffrey Medeiros
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Rajyalakshmi Luthra
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Keyur P Patel
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
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Lacoste-Collin L, d'Aure D, Bérard E, Rouquette I, Delisle MB, Courtade-Saïdi M. Improvement of the cytological diagnostic accuracy of follicular thyroid lesions by the use of the Ki-67 proliferative index in addition to cytokeratin-19 and HBME-1 immunomarkers: a study of 61 cases of liquid-based FNA cytology with histological control. Cytopathology 2014; 25:160-9. [DOI: 10.1111/cyt.12128] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/19/2013] [Indexed: 01/21/2023]
Affiliation(s)
- L. Lacoste-Collin
- Department of Pathology and Histology-Cytology; Toulouse Rangueil University Hospital; Toulouse Cedex France
| | - D. d'Aure
- Department of Pathology and Histology-Cytology; Toulouse Rangueil University Hospital; Toulouse Cedex France
| | - E. Bérard
- Department of Epidemiology; Health Economics and Public Health; UMR-1027 INSERM Toulouse III University; Toulouse University Hospital; Toulouse France
| | - I. Rouquette
- Department of Pathology and Histology-Cytology; Toulouse Rangueil University Hospital; Toulouse Cedex France
| | - M. B. Delisle
- Department of Pathology and Histology-Cytology; Toulouse Rangueil University Hospital; Toulouse Cedex France
| | - M. Courtade-Saïdi
- Department of Pathology and Histology-Cytology; Toulouse Rangueil University Hospital; Toulouse Cedex France
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Auger M, Nayar R, Khalbuss WE, Barkan GA, Benedict CC, Tambouret R, Schwartz MR, Howell LP, Souers RJ, Hartley DA, Thomas N, Moriarty AT. Implementation of the Bethesda System for Reporting Thyroid Cytopathology: observations from the 2011 thyroid supplemental questionnaire of the College of American Pathologists. Arch Pathol Lab Med 2013; 137:1555-9. [PMID: 24168494 DOI: 10.5858/arpa.2012-0658-cp] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
CONTEXT Although information about the Bethesda System for Reporting Thyroid Cytopathology (TBSRTC) has been widely disseminated since its inception in 2007, the extent of its implementation and impact on daily practice has not been formally evaluated. OBJECTIVES To assess the extent of uptake of TBSRTC across pathology laboratories and to evaluate its impact on daily practice by collating participant responses to the 2011 supplemental thyroid questionnaire of the College of American Pathologists. DESIGN A questionnaire was designed to gather information about various aspects of TBSRTC and mailed in June 2011 to 2063 laboratories participating in the College of American Pathologists cytopathology interlaboratory comparison program. The participating laboratories' answers were collated and summarized. RESULTS Seven hundred and seventy-seven laboratories (37.6%) returned the survey. Although 60.9% (n = 451) and 17.1% (n = 127) of laboratories reported using TBSRTC or planning to use it in the near future, respectively, 22% (n = 163) had no plans to implement TBSRTC. Of the latter, 32% (n = 70) stated that they were unaware of this classification system. The majority (78.3%, n = 343) of the laboratories used TBSRTC as published in the Thyroid Bethesda System atlas, whereas 21.7% (n = 95) used it with minor modifications. Most reported that the use of TBSRTC had caused either no change (n = 67, 15.2%) or only minor changes (n = 353, 80.2%) in the terminology and diagnostic criteria previously used in their laboratories. CONCLUSIONS According to the collected data, TBSRTC is generally well implemented in pathology laboratories. However, because approximately a third of those not using this terminology are not aware of it, additional educational efforts regarding TBSRTC are warranted.
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Affiliation(s)
- Manon Auger
- From the Department of Pathology, McGill University and McGill University Health Center, Montreal, Quebec, Canada (Dr Auger)
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15
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Al-Abbadi MA, Shareef SQ, Ali JA, Yousef MM. Application of the Bethesda System for Reporting Thyroid Cytopathology in the Eastern Province of Saudi Arabia: phase I pilot retrospective analysis. Acta Cytol 2013; 57:481-8. [PMID: 24021940 DOI: 10.1159/000351612] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2013] [Accepted: 04/24/2013] [Indexed: 01/20/2023]
Abstract
We analyzed and evaluated our adequacy rate and the classification of our thyroid aspirates using the Bethesda System for Reporting Thyroid Cytopathology (BSRTC). All thyroid fine needle aspirates that were collected or referred to our institution were reviewed and reclassified according to the BSRTC. The results were tabulated and analyzed. Those with histological resection were correlated with our revised cytopathological evaluation using the BSRTC. A total of 205 thyroid aspirates from 186 patients were reviewed. There were 149 females (80%) and 37 males (20%) ranging in age from 23 to 81 (average age 48) years. All slides were reclassified using the BSRTC. The previous interpretations were not consistent with any apparent standards. The nondiagnostic rate was found to be 22%. Five cases were considered false negative and were upgraded to a more serious category with higher risk of malignancy. The high unsatisfactory rates can be reduced by an adequacy interpretation at the time of the procedure. The risk of malignancy in our cohort increased with each increase in the BSRTC category (I-VI). Communication about and awareness of the BSRTC and its implications by all our clinicians is a prime target of this study and is still work in progress. Hopefully, this study will increase the awareness of the BSRTC and its intended benefits in our region.
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Affiliation(s)
- Mousa A Al-Abbadi
- Department of Pathology and Laboratory Medicine, King Fahad Specialist Hospital, Dammam, Kingdom of Saudi Arabia
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16
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Walts AE, Mirocha J, Bose S. Follicular lesion of undetermined significance in thyroid FNA revisited. Diagn Cytopathol 2013; 42:18-22. [PMID: 23894017 DOI: 10.1002/dc.23019] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2012] [Accepted: 05/07/2013] [Indexed: 12/30/2022]
Abstract
Controversy exists regarding the validity of follicular lesion of undetermined significance (FLUS), an indeterminate diagnostic category of The Bethesda System for Reporting Thyroid Cytopathology (BSRTC). According to BSRTC, FLUS carries a 5-15% risk of cancer. This study was designed to determine if cytomorphology could stratify FLUS into subgroups with different risks of malignancy. Reports of 127 consecutive FNAs reported as FLUS with subsequent tissue diagnoses were evaluated for the presence of various cytologic features and the results were correlated with histological diagnoses. FLUS cases with focal nuclear atypia (nuclear overlap/crowding, nuclear grooves/membrane irregularities, nuclear enlargement, and/or nuclear pseudoinclusions) were more frequently malignant on excision whereas those with architectural atypia (microfollicles) were more often benign on excision (P < 0.05). The presence of any one or more of these nuclear features increased the risk of carcinoma in subsequent thyroid resection. Papillary carcinomas predominated in excised FLUS cases with focal nuclear atypia whereas most FLUS with architectural atypia were adenomas or hyperplastic nodules on histological evaluation. BSRTC recommends that thyroid aspirates containing follicular cell nuclear and/or architectural atypia insufficient for a diagnosis of suspicious for follicular neoplasm, suspicious for malignancy or malignant be classified as FLUS. Our findings indicate that FLUS cases with focal nuclear atypia carry a risk for malignancy that is substantially higher than that assigned to FLUS and are best classified as suspicious. FLUS cases lacking these atypical nuclear features have a risk for malignancy that approximates the risk BSRTC has assigned to FLUS.
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Affiliation(s)
- Ann E Walts
- Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, California
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17
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Proper indication of BRAF(V600E) mutation testing in fine-needle aspirates of thyroid nodules. PLoS One 2013; 8:e64505. [PMID: 23717622 PMCID: PMC3663838 DOI: 10.1371/journal.pone.0064505] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2013] [Accepted: 04/15/2013] [Indexed: 01/21/2023] Open
Abstract
Background The aim of this study was to evaluate the proper indication of adjunctive BRAFV600E mutation analysis at the time of ultrasound-guided fine-needle aspiration in the diagnosis of thyroid nodules. Methods This study included 518 nodules in 479 patients who underwent ultrasound-guided fine-needle aspiration with BRAFV600E mutation. We calculated and compared the diagnostic performances of cytology and cytology with BRAFV600E mutation analysis to detect malignancy among thyroid nodules according to ultrasound features and size. Results Sensitivity, negative predictive value, and accuracy of cytology with BRAFV600E mutation analysis were significantly higher than those of cytology alone in thyroid nodules with suspicious ultrasound features, regardless of size. Diagnostic performances did not show significant differences between cytology and cytology with BRAFV600E mutation analysis in nodules without any suspicious ultrasound features, regardless of size. Conclusion The BRAFV600E mutation analysis was a useful adjunctive diagnostic tool in the diagnosis of thyroid nodules with suspicious ultrasound features regardless of size.
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18
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Di Benedetto G, Fabozzi A, Rinaldi C, Rinaldi CR. BRAF test and cytological diagnosis with a single fine needle cytology sample. Acta Cytol 2013; 57:337-40. [PMID: 23860494 DOI: 10.1159/000350618] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2012] [Accepted: 03/12/2013] [Indexed: 11/19/2022]
Abstract
OBJECTIVE Recently, fine needle cytology (FNC) of the thyroid has been combined with biomolecular analysis. In particular, there has been detailed study of the V600E-BRAF mutation. The aim of our study is to demonstrate that with a single thyroid sample it is possible to obtain enough cellular material for both cytological diagnosis and a V600E-BRAF molecular test. STUDY DESIGN FNC was carried out under ultrasound guidance aided by an echographist and cytopathologist. We acquired one biopsy for each nodule with a 23-gauge needle without suction. The preparations were smeared by the pathologist onto one glass slide, air dried and stained with Diff-Quick. Cell adequacy was evaluated for each patient. The needle was washed by aspirating 2 ml of physiologic solution which was collected into a tube. The material was collected for molecular testing. RESULTS The following cytological diagnoses were made: not neoplastic, Tir2 (n = 227); indeterminate, Tir3 (n = 15); suspicious, Tir4 (n = 4), and malignancy, Tir5 (n = 12). The V600E-BRAF mutation was found in 0 of 227 Tir2 specimens, 2 of 15 (13.3%) Tir3 specimens, 2 of 4 (50%) Tir4 specimens and 9 of 12 (75%) Tir5 specimens. CONCLUSIONS Our data showed that, in a routine clinical setting, FNC specimens can be handled properly to provide both morphological and molecular information. In fact, our tests show that with a single specimen it is possible to set up a slide for the cytological diagnosis and to obtain enough residual cellular material for DNA extraction (>70 ng) and for the identification of the V600E-BRAF mutation.
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Affiliation(s)
- Giuseppe Di Benedetto
- Cytopathology Service, Department of Clinical Pathology, ASL Caserta, Caserta, Italy
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19
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Abstract
Thyroid nodules are common in the general population with a prevalence of 5-7% The initial evaluation of thyroid nodules commonly involves thyroid function tests, an ultrasound (USG) and fine needle aspiration biopsy (FNAB). The optimal management of patients with thyroid nodules with indeterminate cytology is plagued by the lack of highly sensitive and specific diagnostic modalities In this article we attempt to review the available literature on the molecular markers which are increasingly being studied for their diagnostic utility in assessing thyroid nodules. The various molecular markers consist of gene mutations, gene re arrangements, RNA based assays and immunohistochemical markers. The molecular markers definitely would help to optimise the management of such patients.
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Affiliation(s)
- S. Jadhav
- Department of Endocrinology, Seth GS Medical College and KEM Hospital, Mumbai, Maharashtra, India
| | - Anurag Lila
- Department of Endocrinology, Seth GS Medical College and KEM Hospital, Mumbai, Maharashtra, India
| | - Tushar Bandgar
- Department of Endocrinology, Seth GS Medical College and KEM Hospital, Mumbai, Maharashtra, India
| | - Nalini Shah
- Department of Endocrinology, Seth GS Medical College and KEM Hospital, Mumbai, Maharashtra, India
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20
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VanderLaan PA, Marqusee E, Krane JF. Features associated with locoregional spread of papillary carcinoma correlate with diagnostic category in the Bethesda System for reporting thyroid cytopathology. Cancer Cytopathol 2012; 120:245-53. [PMID: 22434789 DOI: 10.1002/cncy.21189] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2011] [Revised: 01/04/2012] [Accepted: 01/23/2012] [Indexed: 01/21/2023]
Abstract
BACKGROUND Most malignancies identified by thyroid fine-needle aspiration (FNA) are papillary thyroid carcinoma (PTC). This study sought to determine if clinically adverse features of PTC correlate with the preceding cytologic diagnosis. METHODS Thyroid FNA diagnoses were correlated with subsequent histopathologic findings. RESULTS From 6175 thyroid FNAs, histologic follow-up confirmed PTC in 52 of 184 (28%) FNAs with atypia of undetermined significance (AUS), 52 of 190 (27%) FNAs suspicious for follicular neoplasm, 182 of 229 (79%) FNAs that were suspicious for malignancy, and 188 of 198 (95%) FNAs that were malignant (M). Sex, age, and disease multifocality did not differ among FNA diagnosis groups. However, PTCs following an M FNA were more likely to have a higher American Joint Committee on Cancer T and N stage, and have lymphovascular invasion and/or extrathyroidal extension. Two patients had distant metastasis at initial surgery, whereas 16 developed subsequent recurrence and/or metastasis; all had a preceding M FNA. High-risk histologic subtypes of PTC also stratify to the M category, accounting at least partly for the association of cytologic diagnosis with adverse pathological parameters. Conversely, follicular variants of PTC predominate in non-M categories. CONCLUSIONS The Bethesda System for Reporting Thyroid Cytopathology conveys malignancy risk, but also predicts the presence of pathological risk factors and disease progression when the malignancy is PTC. M diagnoses identify higher risk PTCs, whereas AUS diagnoses identify low-risk PTCs, mostly follicular variants. These findings support the concept of conservative clinical management for some patients with AUS, while suggesting that a central neck dissection may be routinely justified in some patients with a M FNA.
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Affiliation(s)
- Paul A VanderLaan
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115, USA
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