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Goldsmith JD, Troxell ML, Roy-Chowdhuri S, Colasacco CF, Edgerton ME, Fitzgibbons PL, Fulton R, Haas T, Kandalaft PL, Kalicanin T, Lacchetti C, Loykasek P, Thomas NE, Swanson PE, Bellizzi AM. Principles of Analytic Validation of Immunohistochemical Assays: Guideline Update. Arch Pathol Lab Med 2024; 148:e111-e153. [PMID: 38391878 DOI: 10.5858/arpa.2023-0483-cp] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/19/2023] [Indexed: 02/24/2024]
Abstract
CONTEXT.— In 2014, the College of American Pathologists developed an evidence-based guideline to address analytic validation of immunohistochemical assays. Fourteen recommendations were offered. Per the National Academy of Medicine standards for developing trustworthy guidelines, guidelines should be updated when new evidence suggests modifications. OBJECTIVE.— To assess evidence published since the release of the original guideline and develop updated evidence-based recommendations. DESIGN.— The College of American Pathologists convened an expert panel to perform a systematic review of the literature and update the original guideline recommendations using the Grading of Recommendations Assessment, Development and Evaluation approach. RESULTS.— Two strong recommendations, 1 conditional recommendation, and 12 good practice statements are offered in this updated guideline. They address analytic validation or verification of predictive and nonpredictive assays, and recommended revalidation procedures following changes in assay conditions. CONCLUSIONS.— While many of the original guideline statements remain similar, new recommendations address analytic validation of assays with distinct scoring systems, such as programmed death receptor-1 and analytic verification of US Food and Drug Administration approved/cleared assays; more specific guidance is offered for validating immunohistochemistry performed on cytology specimens.
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Affiliation(s)
- Jeffrey D Goldsmith
- From the Department of Pathology, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts (Goldsmith)
| | - Megan L Troxell
- the Department of Pathology, Stanford University School of Medicine, Stanford, California (Troxell)
| | - Sinchita Roy-Chowdhuri
- the Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas (Roy-Chowdhuri)
| | - Carol F Colasacco
- the Pathology and Laboratory Quality Center for Evidence-based Guidelines, College of American Pathologists, Northfield, Illinois (Colasacco, Kalicanin, Thomas)
| | - Mary Elizabeth Edgerton
- the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, Nebraska (Edgerton)
| | - Patrick L Fitzgibbons
- the Department of Pathology, Providence St Jude Medical Center, Fullerton, California (Fitzgibbons)
| | - Regan Fulton
- Array Science, LLC, Sausalito, California (Fulton)
| | - Thomas Haas
- Seagull Laboratory Consulting, Janesville, Wisconsin (Haas)
| | | | - Tanja Kalicanin
- the Pathology and Laboratory Quality Center for Evidence-based Guidelines, College of American Pathologists, Northfield, Illinois (Colasacco, Kalicanin, Thomas)
| | - Christina Lacchetti
- Policy and Advocacy, American Society of Clinical Oncology, Alexandria, Virginia (Lacchetti)
| | - Patti Loykasek
- Molecular, Immunohistochemistry and Flow Cytometry, Pathology Laboratory Associates, Tulsa, Oklahoma (Loykasek)
| | - Nicole E Thomas
- the Pathology and Laboratory Quality Center for Evidence-based Guidelines, College of American Pathologists, Northfield, Illinois (Colasacco, Kalicanin, Thomas)
| | - Paul E Swanson
- the Department of Laboratory Medicine and Pathology, University of Washington Medical Center, Seattle, Washington (Swanson)
| | - Andrew M Bellizzi
- the Department of Pathology, University of Iowa Hospitals and Clinics, Iowa City, Iowa (Bellizzi)
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Rossi ED, Baloch Z. The Impact of the 2022 WHO Classification of Thyroid Neoplasms on Everyday Practice of Cytopathology. Endocr Pathol 2023; 34:23-33. [PMID: 36797454 DOI: 10.1007/s12022-023-09756-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/10/2023] [Indexed: 02/18/2023]
Abstract
This review outlines how the alterations in the 5th edition of the WHO Classification of Endocrine and Neuroendocrine Tumors of the thyroid gland are likely to impact thyroid cytopathology. It is important to note that WHO subclassifies thyroid tumors into several new categories based on increased comprehension of the cell of origin, pathologic features (including cytopathology), molecular classification, and biological behavior. The 3rd edition of the Bethesda System for Reporting Thyroid Cytopathology (TBSRTC) will debut in the near future and will include changes in diagnostic category designations. The changes in the 5th edition of the WHO will in some instances subtly, and in other instances significantly, impact the cytological diagnoses. Moreover, these changes will also affect other thyroid FNA classification schemes used internationally for classifying thyroid FNA specimens.
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Affiliation(s)
- Esther Diana Rossi
- Division of Anatomic Pathology and Histology- Fondazione, Policlinico Universitario A.Gemelli-IRCCS, Largo Agostino Gemelli, 8 - 00168 , Rome, Italy
| | - Zubair Baloch
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, 19104, USA.
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Trimboli P, Ferrarazzo G, Cappelli C, Piccardo A, Castellana M, Barizzi J. Thyroid Nodules with Indeterminate FNAC According to the Italian Classification System: Prevalence, Rate of Operation, and Impact on Risk of Malignancy. An Updated Systematic Review and Meta-analysis. Endocr Pathol 2022; 33:457-471. [PMID: 36044162 PMCID: PMC9712406 DOI: 10.1007/s12022-022-09729-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/16/2022] [Indexed: 11/27/2022]
Abstract
A thyroid nodule classified as indeterminate on fine-needle aspiration cytology (FNAC), hereafter referred to as an indeterminate thyroid nodule (ITN), represents a clinical dilemma. The Italian Consensus for the Classification and Reporting of Thyroid Cytology (ICCRTC) divides ITNs into low- and high-risk categories (i.e., TIR3A and TIR3B, respectively) to better manage patients. This study aimed to achieve high-evidence estimates of the prevalence, rate of operation, and risk of malignancy of ITNs, including TIR3A and TIR3B ITNs. This systematic review was conducted according to MOOSE to retrieve all original studies citing ICCRTC. The last search was performed in February 2022. The risk of bias of the included studies was assessed. Separate proportion meta-analyses were performed with a random-effect model using OpenMeta[Analyst]. The online search processed 271 studies, and 33 were finally considered. First, the cancer prevalence among ITNs was 32.4%. Second, the cancer prevalence among TIR3As was 12.4%, with heterogeneity (I2 90%) explained by a linear correlation between sample size and cancer rate (p = 0.009). Third, the cancer prevalence among TIR3Bs was 44.4%, with heterogeneity (I2 75%) explained by the inverse correlation between sample size and cancer rate (p = 0.031). Fourth, the prevalence of ITNs, TIR3A, and TIR3B among FNACs was 29.6%, 12.6%, and 12.9%, respectively, with sample size and TIR3B prevalence being inversely correlated (p = 0.04). Fifth, the operation rates of ITNs, TIR3A, and TIR3B were 54.3%, 48.3%, and 75.2%, respectively, and the sample size and TIR3A operation rate were inversely correlated (p = 0.010). These data strongly support the division of ITNs into low- and high-risk subcategories. Importantly for clinical practice, the cancer rate among ITNs is significantly influenced by the study sample size.
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Affiliation(s)
- Pierpaolo Trimboli
- Servizio Di Endocrinologia E Diabetologia, Ente Ospedaliero Cantonale (EOC), Bellinzona, Switzerland.
- Facoltà Di Scienze Biomediche, Università Della Svizzera Italiana (USI), Lugano, Switzerland.
| | | | - Carlo Cappelli
- Department of Clinical and Experimental Sciences, SSD Medicina Ad Indirizzo Endocrino-Metabolico, University of Brescia, ASST Spedali Civili Di Brescia, Brescia, Italy
| | - Arnoldo Piccardo
- Struttura Complessa Di Medicina Nucleare, E.O. Ospedali Galliera, Genoa, Italy
| | - Marco Castellana
- Ambulatorio Di Endocrinologia E Diabetologia, Poliambulatorio Di Monopoli, Azienda Sanitaria Locale Bari, Monopoli, Italy
| | - Jessica Barizzi
- Servizio Di Citopatologia, Istituto Cantonale Di Patologia, Locarno, Switzerland
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4
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Trimboli P, Ferrarazzo G, Piccardo A, Lucchini B, Durante C. Operation rate and cancer prevalence among thyroid nodules with FNAC report of suspicious for malignancy (TIR4) or malignant (TIR5) according to Italian classification system: a systematic review and meta-analysis. Endocrine 2022; 78:24-31. [PMID: 35986840 PMCID: PMC9474526 DOI: 10.1007/s12020-022-03165-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 08/04/2022] [Indexed: 11/05/2022]
Abstract
BACKGROUND In the Italian system for reporting thyroid cytology (ICCRTC), nodules suspicious for (TIR4) and consistent with (TIR5) malignancy are thought being 5% and 4-8% of all biopsies and having risk of malignancy of 60-80% and >95%, respectively. However, no evidence-based data exist about these figures. The present systematic review aimed at achieving solid estimates about TIR4 and TIR5 also considering potential influencing factors. METHODS The review was conducted according to MOOSE. Databases of Google Scholar and Cochrane were searched. No language restriction was used. The last search was performed on February 26th 2022. Quality assessment was performed. Proportion meta-analyses were performed using random-effect model. Statistical analyses were performed using OpenMeta [Analyst]. RESULTS The online search retrieved 271 articles and 16 were finally included for quantitative analysis. The risk of bias was generally low. The pooled cancer prevalence in TIR4 was 92.5% (95%CI 89.4-95.6%) with unexplained moderate heterogeneity. The pooled cancer rate among TIR5 was 99.7% (95%CI 99.3-100%) without heterogeneity. The resection rate in TIR4 and TIR5 showed heterogeneity, being the latter explained when using their prevalence among biopsies: the higher the prevalence, the higher the operation rate. The pooled risk difference between TIR5 and TIR4 was significant (OR 11.153). CONCLUSIONS These figures can form the basis for the next updated version of ICCRTC. Any institution using ICCRTC should revise its series of TIR4/TIR5 to calculate the cancer rate, and, importantly, consider the modifiers of the risk of malignancy. A cross check among institutions is advised.
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Affiliation(s)
- Pierpaolo Trimboli
- Servizio di Endocrinologia e Diabetologia, Ente Ospedaliero Cantonale (EOC), Bellinzona, Switzerland.
- Facoltà di Scienze Biomediche, Università della Svizzera Italiana (USI), Lugano, Switzerland.
| | | | - Arnoldo Piccardo
- Struttura Complessa di Medicina Nucleare, E.O. Ospedali Galliera, Genoa, Italy
| | - Barbara Lucchini
- Servizio di Endocrinologia e Diabetologia, Ente Ospedaliero Cantonale (EOC), Bellinzona, Switzerland
- Facoltà di Scienze Biomediche, Università della Svizzera Italiana (USI), Lugano, Switzerland
| | - Cosimo Durante
- Department of Translational and Precision Medicine, "Sapienza" University of Rome, Rome, Italy
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5
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Does Locally Advanced Thyroid Cancer Have Different Features? Results from a Single Academic Center. J Pers Med 2022; 12:jpm12020221. [PMID: 35207709 PMCID: PMC8879437 DOI: 10.3390/jpm12020221] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 01/04/2022] [Accepted: 01/28/2022] [Indexed: 02/04/2023] Open
Abstract
Background: Despite the fact that the majority of thyroid cancers are indolent, 15% of patients with well-differentiated carcinoma including papillary thyroid carcinoma (PTC) present with locally advanced thyroid cancer (LATC) at diagnosis. The current study analyzes a cohort of patients with LATC focusing on their risk for local recurrence, distant metastases, and overall survival. Materials and methods: From January 2010 to December 2020, 65 patients with LATC were retrieved, including 42 cases with preoperative cytological samples. BRAFV600E and TERT mutations were performed on both cytology and histopathology specimens in this cohort. Results: Among the 65 cases, 42 (65%) were women. The median age was 60.1 years. Histological diagnoses included 25 (38.4%) with classic PTC and 30 (46.1%) aggressive variants of PTC, mostly tall cell variant (17 cases, 26.1%). Multifocality was seen in 33 cases (50.8%). All patients had nodal metastases. The most common site of extrathyroidal extension was the recurrent laryngeal nerve (69.2%). Staging revealed 21 cases were stage I, none were stage II, 33 were stage III, and 7 were stage IVa and 4 stage IVb. No differences were found between well and poorly/undifferentiated thyroid cancers. Conclusion: These data suggest that locally advanced thyroid cancers, including variants of PTC, exhibit a more aggressive biological course and should accordingly be more assertively managed.
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Agrawal T, Xi L, Navarro W, Raffeld M, Patel SB, Roth MJ, Klubo‐Gwiezdzinska J, Filie AC. An Effective Approach for
BRAF V600E
Mutation Analysis of Routine Thyroid Fine Needle Aspirates. Cytopathology 2021; 33:344-349. [DOI: 10.1111/cyt.13093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 11/30/2021] [Accepted: 12/22/2021] [Indexed: 11/30/2022]
Affiliation(s)
- Tanupriya Agrawal
- Laboratory of Pathology National Cancer Institute National Institutes of Health 10 Center Drive Bethesda MD 20892 USA
- Department of Pathology University of Rochester Medical Center Rochester
| | - Liqiang Xi
- Laboratory of Pathology National Cancer Institute National Institutes of Health 10 Center Drive Bethesda MD 20892 USA
| | - Winnifred Navarro
- Laboratory of Pathology National Cancer Institute National Institutes of Health 10 Center Drive Bethesda MD 20892 USA
| | - Mark Raffeld
- Laboratory of Pathology National Cancer Institute National Institutes of Health 10 Center Drive Bethesda MD 20892 USA
| | - Snehal B. Patel
- Laboratory of Pathology National Cancer Institute National Institutes of Health 10 Center Drive Bethesda MD 20892 USA
- Snehal B. Patel ‐ HeloGenika LLC Dexter
| | - Mark J. Roth
- Laboratory of Pathology National Cancer Institute National Institutes of Health 10 Center Drive Bethesda MD 20892 USA
| | - Joanna Klubo‐Gwiezdzinska
- National Institute of Diabetes and Digestive and Kidney Diseases National Institutes of Health 9000 Rockville Pike Bethesda MD 20892 USA
| | - Armando C. Filie
- Laboratory of Pathology National Cancer Institute National Institutes of Health 10 Center Drive Bethesda MD 20892 USA
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7
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Chen P, Pan L, Huang W, Feng H, Ouyang W, Wu J, Wang J, Deng Y, Luo J, Chen Y. BRAF V600E and lymph node metastases in papillary thyroid cancer. Endocr Connect 2020; 9:999-1008. [PMID: 33064665 PMCID: PMC7576641 DOI: 10.1530/ec-20-0420] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 09/16/2020] [Indexed: 12/11/2022]
Abstract
OBJECTIVE To evaluate the relationship between the BRAF V600E mutation in lymph node metastasis (LNM) and its invasive characteristics in papillary thyroid cancer (PTC). MATERIAL AND METHODS A total of 373 PTC patients were enrolled in this study conducted at Zhujiang Hospital of Southern Medical University between January 2017 and December 2018. PTCs with cervical lymph node metastases were verified pathohistologically, and primary tumors and LNM were examined for the BRAF V600E mutation. Patients were excluded from the study if the BRAF V600E mutation was examined only in primary tumors or only in LNM. RESULTS Of the 373 patients examined, BRAF V600E mutation frequency in primary tumors was slightly higher than in LNM (81.5% vs 78.0%, P = 0.000), the intra-class correlation coefficient (ICC) was 0.865 (95% CI 0.835-0.890). The BRAF V600E mutation in both primary tumor and LNM negatively correlated with the size of the largest metastatic focus of LNM (Odds ratio, OR = 0.297, 95% CI 0.143-0.616, P = 0.001; OR = 0.242, 95% CI 0.119-0.492, P = 0.000, respectively). There was no relationship between BRAF V600E mutation in LNM and the number, extranodal extension or stage of LNM (P > 0.05). CONCLUSION The BRAF V600E mutation in LNM may not be related to the invasive characteristics of LNM in PTC.
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Affiliation(s)
- Pan Chen
- Department of Nuclear Medicine, Zhujiang Hospital of Southern Medical University, Guangzhou, Guangdong Province, China
| | - Liqin Pan
- Department of Nuclear Medicine, Zhujiang Hospital of Southern Medical University, Guangzhou, Guangdong Province, China
| | - Wensi Huang
- Department of Nuclear Medicine, Zhujiang Hospital of Southern Medical University, Guangzhou, Guangdong Province, China
| | - Huijuan Feng
- Department of Nuclear Medicine, Zhujiang Hospital of Southern Medical University, Guangzhou, Guangdong Province, China
- Correspondence should be addressed to H Feng or W Ouyang: or
| | - Wei Ouyang
- Department of Nuclear Medicine, Zhujiang Hospital of Southern Medical University, Guangzhou, Guangdong Province, China
- Correspondence should be addressed to H Feng or W Ouyang: or
| | - Juqing Wu
- Department of Nuclear Medicine, Zhujiang Hospital of Southern Medical University, Guangzhou, Guangdong Province, China
| | - Jing Wang
- Department of Nuclear Medicine, Zhujiang Hospital of Southern Medical University, Guangzhou, Guangdong Province, China
| | - Yuying Deng
- Department of Nuclear Medicine, Zhujiang Hospital of Southern Medical University, Guangzhou, Guangdong Province, China
| | - Jiaxin Luo
- Department of Nuclear Medicine, Zhujiang Hospital of Southern Medical University, Guangzhou, Guangdong Province, China
| | - Yanying Chen
- Department of Nuclear Medicine, Zhujiang Hospital of Southern Medical University, Guangzhou, Guangdong Province, China
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8
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Ieni A, Vita R, Cardia R, Giuffré G, Benvenga S, Tuccari G. BRAF Status in Papillary Microcarcinomas of the Thyroid Gland: a Brief Review. Curr Mol Med 2020; 19:665-672. [PMID: 31625469 DOI: 10.2174/1566524019666190717161359] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Revised: 07/04/2019] [Accepted: 07/06/2019] [Indexed: 12/23/2022]
Abstract
Papillary thyroid microcarcinoma (PTMC) is defined by the World Health Organization as papillary cancer measuring 10 mm or less in diameter. Generally, PTMC shows an indolent clinical behavior with a good prognosis, although a minority of PTMC is characterized by an aggressive course. However, efforts to identify this aggressive subset of PTMC after surgery remain inconclusive. Several oncogenic pathways have been identified in thyroid cancer and have been applied translationally to improve prognosis and clinical management. In particular, the BRAFV600E mutation was found more frequently in large, aggressive, recurrent and advanced tumors. We aimed at reviewing studies on BRAFV600E mutation as a prognostic factor in PTMC.
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Affiliation(s)
- Antonio Ieni
- Department of Human Pathology "Gaetano Barresi" - Section of Pathological Anatomy, A.O.U. Polyclinic G.Martino, 98125 Messina, Italy
| | - Roberto Vita
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - Roberta Cardia
- Department of Human Pathology "Gaetano Barresi" - Section of Pathological Anatomy, A.O.U. Polyclinic G.Martino, 98125 Messina, Italy
| | - Giuseppe Giuffré
- Department of Human Pathology "Gaetano Barresi" - Section of Pathological Anatomy, A.O.U. Polyclinic G.Martino, 98125 Messina, Italy
| | - Salvatore Benvenga
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy.,Master Program on Childhood, Adolescent and Women's Endocrine Health, University of Messina, Messina, Italy.,Interdepartmental Program of Molecular & Clinical Endocrinology, and Women's Endocrine Health, University of Messina, Messina, Italy
| | - Giovanni Tuccari
- Department of Human Pathology "Gaetano Barresi" - Section of Pathological Anatomy, A.O.U. Polyclinic G.Martino, 98125 Messina, Italy
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Verrienti A, Pecce V, Abballe L, Ramundo V, Falcone R, Inanloo Nigi Jak F, Brunelli C, Fadda G, Bosco D, Ascoli V, Carletti R, Di Gioia C, Grani G, Sponziello M. Analytical validation of a novel targeted next-generation sequencing assay for mutation detection in thyroid nodule aspirates and tissue. Endocrine 2020; 69:451-455. [PMID: 32506194 DOI: 10.1007/s12020-020-02372-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Accepted: 05/27/2020] [Indexed: 12/18/2022]
Abstract
PURPOSE The identification of somatic mutations in cancer specimens enables detection of molecular markers for personalized treatment. We recently developed a novel molecular assay and evaluated its clinical performance as an ancillary molecular method for indeterminate thyroid nodule cytology. Herein we describe the analytical validation of the novel targeted next-generation sequencing (NGS) assay in thyroid samples from different sources. METHODS We present validation data of a novel NGS-based panel on 463 thyroid samples, including 310 fine-needle aspiration (FNA) specimens from different sources (FNA collected in preservative solution, liquid-based, and stained smears), 10 fresh frozen, and 143 formalin-fixed paraffin-embedded (FFPE) thyroid tissue specimens. Sequencing performance in the different samples was evaluated along with reproducibility, repeatability, minimum nucleic acid input to detect variants, and analytical sensitivity of the assay. RESULTS All thyroid samples achieved high sequencing performance, with a mean base coverage depth ranging from 2228 × (in liquid-based FNA) to 3661 × (in FNA stained smears), and coverage uniformity ranging from 86% (in FFPE) to 95% (in FNA collected in preservative solution), with all target regions covered above the minimum depth required to call a variant (500×). The minimum nucleic acid input was 1 ng. Analytic sensitivity for mutation detection was 2-5% mutant allele frequency. CONCLUSIONS This validation study of a novel NGS-based assay for thyroid nodules demonstrated that the assay can be reliably used on multiple thyroid sample types, including FNA from different sources and FF and FFPE thyroid samples, thus providing a robust and reliable assay to genotype thyroid nodules, which may improve thyroid cancer diagnosis and care.
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Affiliation(s)
- Antonella Verrienti
- Department of Translational and Precision Medicine, "Sapienza" University of Rome, Rome, Italy
| | - Valeria Pecce
- Department of Translational and Precision Medicine, "Sapienza" University of Rome, Rome, Italy
| | - Luana Abballe
- Department of Translational and Precision Medicine, "Sapienza" University of Rome, Rome, Italy.
| | - Valeria Ramundo
- Department of Translational and Precision Medicine, "Sapienza" University of Rome, Rome, Italy
| | - Rosa Falcone
- Department of Translational and Precision Medicine, "Sapienza" University of Rome, Rome, Italy
| | | | - Chiara Brunelli
- Division of Anatomic Pathology and Histology, Catholic University of Sacred Heart, Foundation "Agostino Gemelli" University Hospital IRCCS, Rome, Italy
| | - Guido Fadda
- Division of Anatomic Pathology and Histology, Catholic University of Sacred Heart, Foundation "Agostino Gemelli" University Hospital IRCCS, Rome, Italy
| | - Daniela Bosco
- Department of Radiological, Oncological and Pathological Sciences, "Sapienza" University of Rome, Rome, Italy
| | - Valeria Ascoli
- Department of Radiological, Oncological and Pathological Sciences, "Sapienza" University of Rome, Rome, Italy
| | - Raffaella Carletti
- Department of Radiological, Oncological and Pathological Sciences, "Sapienza" University of Rome, Rome, Italy
| | - Cira Di Gioia
- Department of Radiological, Oncological and Pathological Sciences, "Sapienza" University of Rome, Rome, Italy
| | - Giorgio Grani
- Department of Translational and Precision Medicine, "Sapienza" University of Rome, Rome, Italy
| | - Marialuisa Sponziello
- Department of Translational and Precision Medicine, "Sapienza" University of Rome, Rome, Italy
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