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Quiriny M, Rodrigues Vitόria J, Saiselet M, Dom G, De Saint Aubain N, Willemse E, Digonnet A, Dequanter D, Rodriguez A, Andry G, Detours V, Maenhaut C. Description of a New miRNA Signature for the Surgical Management of Thyroid Nodules. Cancers (Basel) 2024; 16:4214. [PMID: 39766113 PMCID: PMC11674976 DOI: 10.3390/cancers16244214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Revised: 12/04/2024] [Accepted: 12/10/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND The diagnosis of malignant thyroid nodules is mainly based on the fine-needle aspiration biopsy (FNAB). To improve the detection of malignant nodules, different molecular tests have been developed. We present a new molecular signature based on altered miRNA expressions and specific mutations. METHODS This is a prospective non-interventional study, including all Bethesda categories, carried out on an FNAB sampled in suspicious nodule(s) during thyroidectomy. miRNA quantification and mutations detection were performed. The reference diagnosis was the pathological assessment of the surgical specimen. Different classification algorithms were trained with molecular data to correctly classify the samples. RESULTS A total of 294 samples were recorded and randomly divided in two equal groups. The random forest algorithm showed the highest accuracy and used mostly miRNAs to classify the nodules. The sensitivity and the specificity of our signature were, respectively, 76% and 96%, and the positive and negative predictive values were both 90% (disease prevalence of 30%). CONCLUSIONS We have identified a molecular classifier that combines miRNA expressions with mutations detection. This signature could potentially help clinicians, as complementary to the Bethesda classification, to discriminate indeterminate FNABs.
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Affiliation(s)
- Marie Quiriny
- Institut Jules Bordet, HUB, Université libre de Bruxelles, 1070 Brussels, Belgium; (N.D.S.A.); (E.W.); (A.D.); (G.A.)
| | - Joel Rodrigues Vitόria
- IRIBHM Jacques E. Dumont, Université libre de Bruxelles, 1070 Brussels, Belgium; (J.R.V.); (M.S.); (G.D.); (V.D.); (C.M.)
| | - Manuel Saiselet
- IRIBHM Jacques E. Dumont, Université libre de Bruxelles, 1070 Brussels, Belgium; (J.R.V.); (M.S.); (G.D.); (V.D.); (C.M.)
| | - Geneviève Dom
- IRIBHM Jacques E. Dumont, Université libre de Bruxelles, 1070 Brussels, Belgium; (J.R.V.); (M.S.); (G.D.); (V.D.); (C.M.)
| | - Nicolas De Saint Aubain
- Institut Jules Bordet, HUB, Université libre de Bruxelles, 1070 Brussels, Belgium; (N.D.S.A.); (E.W.); (A.D.); (G.A.)
| | - Esther Willemse
- Institut Jules Bordet, HUB, Université libre de Bruxelles, 1070 Brussels, Belgium; (N.D.S.A.); (E.W.); (A.D.); (G.A.)
| | - Antoine Digonnet
- Institut Jules Bordet, HUB, Université libre de Bruxelles, 1070 Brussels, Belgium; (N.D.S.A.); (E.W.); (A.D.); (G.A.)
| | - Didier Dequanter
- Department of Otolaryngology-Head and Neck Surgery, CHU Saint-Pierre, Université Libre de Bruxelles, 1070 Brussels, Belgium; (D.D.); (A.R.)
| | - Alexandra Rodriguez
- Department of Otolaryngology-Head and Neck Surgery, CHU Saint-Pierre, Université Libre de Bruxelles, 1070 Brussels, Belgium; (D.D.); (A.R.)
| | - Guy Andry
- Institut Jules Bordet, HUB, Université libre de Bruxelles, 1070 Brussels, Belgium; (N.D.S.A.); (E.W.); (A.D.); (G.A.)
| | - Vincent Detours
- IRIBHM Jacques E. Dumont, Université libre de Bruxelles, 1070 Brussels, Belgium; (J.R.V.); (M.S.); (G.D.); (V.D.); (C.M.)
| | - Carine Maenhaut
- IRIBHM Jacques E. Dumont, Université libre de Bruxelles, 1070 Brussels, Belgium; (J.R.V.); (M.S.); (G.D.); (V.D.); (C.M.)
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Verma T, Marshall C, Dantey KE, Thompson DV, Banizs A, Finkelstein SD, DelTondo J. The role of the ThyGeNEXT oncogene panel used in combination with the expanded miRNA panel ThyraMIRv2 in Indeterminate thyroid nodules: A large, blinded, real-world, observational study. Cancer Cytopathol 2024; 132:556-563. [PMID: 38814813 DOI: 10.1002/cncy.22829] [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] [Received: 07/24/2023] [Revised: 04/06/2024] [Accepted: 04/09/2024] [Indexed: 06/01/2024]
Abstract
BACKGROUND Molecular analysis of fine-needle aspiration biopsies (FNAB) improves the diagnostic accuracy of cytologically indeterminate thyroid nodules (ITNs). Recently, the use of MPTXv2 has been shown to further improve the accuracy of risk stratification of ITNs. METHODS A total of 338 patient samples with atypia of undetermined significance (n = 258) or follicular neoplasm (n = 80) cytology diagnosis and corresponding surgical outcomes or clinical follow-up, collected between 2016 and 2020 were included [Correction added on 19 June 2024, after first online publication: In the preceding sentence, the n values 260 and 78 have been changed to 258 and 80, respectively.]. All samples underwent multiplatform testing (MPTXv1), which includes an oncogene panel (ThyGeNEXT®) plus a microRNA risk classifier (ThyraMIR®). A blinded, secondary analysis was performed to assess the added utility of MPTXv2 (ThyraMIR®v2). The average length of follow-up for the surveillance group (n = 248) was 30 months. RESULTS Sensitivity at moderate threshold was 96% and specificity at positive threshold was 99% for MPTXv2. At 14% disease prevalence, the negative predictive value at the moderate threshold was 99% and the positive predictive value at the positive threshold was 89% for MPTXv2. MPTXv2 had fewer patients classified into the moderate-risk group than MPTXv1, which was statistically significant (p < .001). Using surgical resection, the gold standard for outcomes, MPTXv2 showed a statistically greater area under the curve (p = .028) than MPTXv1, demonstrating greater accuracy for MPTXv2. CONCLUSION Both test versions demonstrated robust performance with low false-positive molecular results. Data suggest that incorporation of MPTXv1, and more recently MPTXv2, into clinical practice within our healthcare network resulted in improved accuracy of ITN risk stratification.
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Affiliation(s)
- Tanvi Verma
- Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - Cody Marshall
- Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | | | | | - Anna Banizs
- Interpace Diagnostics, Inc, Parsipanny, New Jersey, USA
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Matos MDL, Pinto M, Alves M, Canberk S, Gonçalves A, Bugalho MJ, Papoila AL, Soares P. Cyto-Histological Profile of MicroRNAs as Diagnostic Biomarkers in Differentiated Thyroid Carcinomas. Genes (Basel) 2024; 15:389. [PMID: 38540448 PMCID: PMC10970297 DOI: 10.3390/genes15030389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 03/17/2024] [Accepted: 03/19/2024] [Indexed: 06/14/2024] Open
Abstract
INTRODUCTION The repertoire of microRNAs (miRNAs) in thyroid carcinomas starts to be elucidated. Among differentiated thyroid carcinomas (DTCs), papillary thyroid carcinoma (PTC) is the most frequent. The assessment of miRNAs expression may contribute to refine the pre-surgical diagnosis in order to obtain a personalized and more effective treatment for patients. AIMS This study aims to evaluate (1) the miRNAs in a series of DTCs, and their association with the presence of selected genetic mutations in order to improve diagnosis and predict the biologic behavior of DTC/PTC. (2) The reliability of molecular tests in Ultrasound-guided Fine Needle Aspiration Cytology (US-FNAC) for a more precise preoperative diagnosis. MATERIAL AND METHODS This series includes 176 samples (98 cytology and 78 histology samples) obtained from 106 patients submitted to surgery, including 13 benign lesions (controls) and 93 DTCs (cases). The microRNA expression was assessed for miR-146b, miR-221, miR-222, and miR-15a through quantitative reverse transcriptase-polymerase chain reaction (qRT-PCR). The results were analyzed by the 2-ΔΔCT method, using miR16 as an endogenous control. Regarding PTC diagnosis, the discriminative ability of miRNAs expression was assessed by the area under the Receiver Operating Characteristic Curve (AUC). In PTCs, the association of miRNAs expression, clinicopathological features, and genetic mutations (BRAF, RAS, and TERTp) was evaluated. RESULTS/DISCUSSION All the analyzed miRNAs presented a tendency to be overexpressed in DTCs/PTCs when compared with benign lesions, both in cytology and histology samples. In cytology, miRNAs expression levels were higher in malignant tumors than in benign tumors. In histology, the discriminative abilities regarding PTC diagnosis were as follows: miR-146b (AUC 0.94, 95% CI 0.87-1), miR-221 (AUC 0.79, 95% CI 0.68-0.9), miR-222 (AUC 0.76, 95% CI 0.63-0.89), and miR-15a (AUC 0.85, 95% CI 0.74-0.97). miR-146b showed 89% sensitivity (se) and 87% specificity (sp); miR-221 se = 68.4, sp = 90; miR-222 se = 73, sp = 70; and mi-R15a se = 72, sp = 80. MicroRNAs were associated with worst-prognosis clinicopathological characteristics in PTCs (p < 0.05), particularly for miR-222. Our data reveal a significant association between higher expression levels of miR-146b, miR-221, and miR-222 in the presence of the BRAF mutation (p < 0.001) and miR-146b (p = 0.016) and miR-221 (p = 0.010) with the RAS mutation, suggesting an interplay of these mutations with miRNAs expression. Despite this study having a relatively small sample size, overexpression of miRNAs in cytology may contribute to a more precise preoperative diagnosis. The miRNAs presented a good discriminative ability in PTC diagnosis. The association between the miRNAs expression profile and genetic alterations can be advantageous for an accurate diagnosis of DTCs/PTCs in FNAC.
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Affiliation(s)
- Maria de Lurdes Matos
- Department of Endocrinology, Diabetes and Metabolism, Hospital Curry Cabral, Unidade Saúde Local São José, Centro Clínico e Académico de Lisboa, 1050-166 Lisbon, Portugal
| | - Mafalda Pinto
- Institute for Research & Innovation in Health (i3S), Instituto de Patologia e Imunologia Molecular da Universidade do Porto (IPATIMUP), 4200-135 Porto, Portugal; (M.P.); (S.C.)
| | - Marta Alves
- Gabinete de Estatística do Centro de Investigação, Unidade Saúde Local São José, Nova Medical School, Centro de Estatística e Aplicações da Universidade de Lisboa (CEAUL), 1169-166 Lisbon, Portugal; (M.A.); (A.L.P.)
| | - Sule Canberk
- Institute for Research & Innovation in Health (i3S), Instituto de Patologia e Imunologia Molecular da Universidade do Porto (IPATIMUP), 4200-135 Porto, Portugal; (M.P.); (S.C.)
| | - Ana Gonçalves
- Department of Pathology, Centro Hospitalar Universitário de São João, 4200-135 Porto, Portugal;
| | - Maria João Bugalho
- Department of Endocrinology, Hospital de Santa Maria, Unidade Saúde Local Santa Maria and Medical Faculty, University of Lisbon, 1069-028 Lisbon, Portugal;
| | - Ana Luísa Papoila
- Gabinete de Estatística do Centro de Investigação, Unidade Saúde Local São José, Nova Medical School, Centro de Estatística e Aplicações da Universidade de Lisboa (CEAUL), 1169-166 Lisbon, Portugal; (M.A.); (A.L.P.)
| | - Paula Soares
- Institute for Research & Innovation in Health (i3S), Instituto de Patologia e Imunologia Molecular da Universidade do Porto (IPATIMUP), 4200-135 Porto, Portugal; (M.P.); (S.C.)
- Department of Pathology, Medical Faculty, University of Porto, 4200-135 Porto, Portugal
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Słowińska-Klencka D, Popowicz B, Kulczycka-Wojdala D, Szymańska B, Duda-Szymańska J, Wojtaszek-Nowicka M, Kaczka K, Klencki M. Effective Use of microRNA, BRAF and Sonographic Risk Assessment in Bethesda III Thyroid Nodules Requires a Different Approach to Nodules with Features of Nuclear Atypia and Other Types of Atypia. Cancers (Basel) 2023; 15:4287. [PMID: 37686562 PMCID: PMC10486535 DOI: 10.3390/cancers15174287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 08/23/2023] [Accepted: 08/25/2023] [Indexed: 09/10/2023] Open
Abstract
The aim of the study was to analyze the diagnostic usefulness of the combined assessment of the ultrasound risk category of the nodule (evaluated with EU-TIRADS system), the presence of BRAF V600E mutation and the expression of selected microRNAs (miR-146b, miR-221 and miR-222) in Bethesda category III thyroid nodules, separately for cases with nuclear atypia (AUS-nuclear) and cases with other types of atypia (AUS-other). We evaluated 161 nodules (66 AUS-nuclear and 95 AUS-other) with known results of postoperative histopathological examination. The rate of cancer and the rate of PTC among cancers were nearly three times higher in the AUS-nuclear than the AUS-other group. For AUS-nuclear nodules, the most effective diagnostic panel included, in addition to repeat FNA, the assessment of BRAF V600E mutation and the expression of miR-146b and miR-222 (sensitivity: 93.5%, specificity: 80.0%). For AUS-other nodules, a two-step procedure was most effective: at the first stage, forgoing surgical treatment in subjects with a benign repeat FNA outcome, and, at the second stage, the assessment of miR-222 expression and the EU-TIRADS category (sensitivity: 92.3%, specificity: 76.8%). The optimal use of molecular methods in the diagnostics of category III thyroid nodules requires a separate approach for nodules with nuclear atypia and nodules with other types of atypia.
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Affiliation(s)
- Dorota Słowińska-Klencka
- Department of Morphometry of Endocrine Glands, Medical University of Lodz, Pomorska 251 St., 92-213 Lodz, Poland; (D.S.-K.); (B.P.)
| | - Bożena Popowicz
- Department of Morphometry of Endocrine Glands, Medical University of Lodz, Pomorska 251 St., 92-213 Lodz, Poland; (D.S.-K.); (B.P.)
| | - Dominika Kulczycka-Wojdala
- Research Laboratory CoreLab, Medical University of Lodz, Mazowiecka 6/8 St., 92-215 Lodz, Poland; (D.K.-W.); (B.S.)
| | - Bożena Szymańska
- Research Laboratory CoreLab, Medical University of Lodz, Mazowiecka 6/8 St., 92-215 Lodz, Poland; (D.K.-W.); (B.S.)
| | - Joanna Duda-Szymańska
- Department of Pathomorphology, Medical University of Lodz, Pomorska 251 St., 92-213 Lodz, Poland;
| | - Martyna Wojtaszek-Nowicka
- Department of Clinical Endocrinology, Medical University of Lodz, Pomorska 251 St., 92-213 Lodz, Poland;
| | - Krzysztof Kaczka
- Department of General and Oncological Surgery, Surgical Clinical Sciences, Medical University of Lodz, Pomorska 251 St., 92-213 Lodz, Poland;
| | - Mariusz Klencki
- Department of Morphometry of Endocrine Glands, Medical University of Lodz, Pomorska 251 St., 92-213 Lodz, Poland; (D.S.-K.); (B.P.)
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Antonia TD, Maria LI, Ancuta-Augustina GG. Preoperative evaluation of thyroid nodules - Diagnosis and management strategies. Pathol Res Pract 2023; 246:154516. [PMID: 37196471 DOI: 10.1016/j.prp.2023.154516] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 05/06/2023] [Indexed: 05/19/2023]
Abstract
Thyroid cancer is the most common endocrine malignancy, with increasing incidence over the past few decades. Fine needle aspiration (FNA) biopsy is the gold standard for preoperative diagnosis of thyroid malignancies. Nevertheless, this method renders indeterminate results in up to 30% of the cases. Therefore, these patients are often referred to unnecessary surgery to establish the diagnosis. To improve the accuracy of preoperative diagnosis, several other ways, such as ultrasonography, elastography, immunohistochemical analysis, genetic testing, and core needle biopsy, have been developed and can be used either in association with or as an alternative to FNA. This review aims to evaluate all these diagnostic tools to determine the most appropriate way of managing thyroid nodules and subsequently improve the selection of cases referred to surgery.
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Affiliation(s)
- Tapoi Dana Antonia
- Carol Davila University of Medicine and Pharmacy, Department of Pathology, Bucharest, Romania; University Emergency Hospital, Department of Pathology, Bucharest, Romania
| | - Lambrescu Ioana Maria
- Carol Davila University of Medicine and Pharmacy, Department of Cellular and Molecular Biology and Histology, Bucharest, Romania; Victor Babes National Institute of Pathology, Bucharest, Romania.
| | - Gheorghisan-Galateanu Ancuta-Augustina
- Carol Davila University of Medicine and Pharmacy, Department of Cellular and Molecular Biology and Histology, Bucharest, Romania; CI Parhon National Institute of Endocrinology, Bucharest, Romania
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Scheller B, Culié D, Poissonnet G, Dassonville O, D'Andréa G, Bozec A. Recent Advances in the Surgical Management of Thyroid Cancer. Curr Oncol 2023; 30:4787-4804. [PMID: 37232819 DOI: 10.3390/curroncol30050361] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 04/25/2023] [Accepted: 05/04/2023] [Indexed: 05/27/2023] Open
Abstract
A growing incidence of differentiated thyroid cancer (DTC) has been reported in most developed countries, corresponding mainly to incidentally discovered small papillary thyroid carcinomas. Given the excellent prognosis of most patients with DTC, optimal therapeutic management, minimizing complications, and preserving patient quality of life are essential. Thyroid surgery has a central role in both the diagnosis, staging, and treatment of patients with DTC. Thyroid surgery should be integrated into the global and multidisciplinary management of patients with DTC. However, the optimal surgical management of DTC patients is still controversial. In this review article, we discuss the recent advances and current debates in DTC surgery, including preoperative molecular testing, risk stratification, the extent of thyroid surgery, innovative surgical tools, and new surgical approaches.
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Affiliation(s)
- Boris Scheller
- Face and Neck University Institute, 31 Av. de Valombrose, 06103 Nice, France
- Antoine Lacassagne Center, 33 Av. de Valombrose, 06189 Nice, France
| | - Dorian Culié
- Face and Neck University Institute, 31 Av. de Valombrose, 06103 Nice, France
- Antoine Lacassagne Center, 33 Av. de Valombrose, 06189 Nice, France
| | - Gilles Poissonnet
- Face and Neck University Institute, 31 Av. de Valombrose, 06103 Nice, France
- Antoine Lacassagne Center, 33 Av. de Valombrose, 06189 Nice, France
| | - Olivier Dassonville
- Face and Neck University Institute, 31 Av. de Valombrose, 06103 Nice, France
- Antoine Lacassagne Center, 33 Av. de Valombrose, 06189 Nice, France
| | - Grégoire D'Andréa
- Face and Neck University Institute, 31 Av. de Valombrose, 06103 Nice, France
- University Hospital Center of Nice, 30 Av. de la Voie Romaine, 06000 Nice, France
| | - Alexandre Bozec
- Face and Neck University Institute, 31 Av. de Valombrose, 06103 Nice, France
- Antoine Lacassagne Center, 33 Av. de Valombrose, 06189 Nice, France
- Faculty of Medecine, Cte D'Azur University, 28 Av. Valrose, 06108 Nice, France
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Patel J, Klopper J, Cottrill EE. Molecular diagnostics in the evaluation of thyroid nodules: Current use and prospective opportunities. Front Endocrinol (Lausanne) 2023; 14:1101410. [PMID: 36909304 PMCID: PMC9999006 DOI: 10.3389/fendo.2023.1101410] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 02/06/2023] [Indexed: 03/14/2023] Open
Abstract
Thyroid cancer is the most common endocrine malignancy with an estimated 43,800 new cases to be diagnosed in 2022 and representing the 7th most common cancer in women. While thyroid nodules are very common, being identified in over 60% of randomly selected adults, only 5-15% of thyroid nodules harbor thyroid malignancy. Therefore, it is incumbent upon physicians to detect and treat thyroid malignancies as is clinically appropriate and avoid unnecessary invasive procedures in patients with benign asymptomatic lesions. Over the last 15-20 years, rapid advances have been made in cytomolecular testing to aid in thyroid nodule management. Initially, indeterminate thyroid nodules, those with Bethesda III or IV cytology and approximately a 10-40% risk of malignancy, were studied to assess benignity or malignancy. More recently, next generation sequencing and micro-RNA technology platforms have refined the diagnostic capacity of thyroid nodule molecular testing and have introduced opportunities to glean prognostic information from both cytologically indeterminate and malignant thyroid nodules. Therefore, clinicians can move beyond determination of malignancy, and utilize contemporary molecular information to aid in decisions such as extent of surgery and post-therapy monitoring plans. Future opportunities include molecularly derived information about tumor behavior, neo-adjuvant treatment opportunities and response to thyroid cancer therapies.
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Affiliation(s)
- Jena Patel
- Department of Otolaryngology – Head & Neck Surgery, Thomas Jefferson University Hospital, Sidney Kimmel Medical College, Philadelphia, PA, United States
| | - Joshua Klopper
- Department of Medical Affairs, Veracyte, San Francisco, CA, United States
| | - Elizabeth E. Cottrill
- Department of Otolaryngology – Head & Neck Surgery, Thomas Jefferson University Hospital, Sidney Kimmel Medical College, Philadelphia, PA, United States
- *Correspondence: Elizabeth E. Cottrill,
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Cipriani NA, Johnson DN, Sarne DH, Angelos P, Reeves W, Antic T. The Significance of RAS-Like Mutations and MicroRNA Profiling in Predicting Malignancy in Thyroid Biopsy Specimens. Endocr Pathol 2022; 33:446-456. [PMID: 36227454 DOI: 10.1007/s12022-022-09734-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/07/2022] [Indexed: 11/03/2022]
Abstract
In cytologically indeterminate thyroid nodules undergoing molecular testing, estimated risk of malignancy is variable. Identification of a non-cancer-specific mutation (RAS-like) confirms a neoplastic process but does not differentiate between benign, malignant, and low-risk neoplasms. This study aims to retrospectively evaluate institutional experience of Interpace (ThyGeNEXT® and ThyraMIR®; Pittsburgh, PA) testing and to determine the rate of malignancy in resected nodules, stratified by mutational analysis and microRNA profile. Of 1917 fine need aspirations, 140 (7.3%) underwent Interpace testing: 47 (33.6%) were molecular-not-benign (harbored mutation, fusion, and/or positive miRNA) and 93 (66.4%) were molecular-benign (no mutations or fusions and negative microRNA). Surgery was spared in 79.6% of molecular-benign and 61.4% of all tested patients. Fifty-four (38.6%) underwent resection. Seventeen (89.5%) of the resected molecular-benign were benign and 2 were malignant. Thirteen (37.1%) of the resected molecular-not-benign were benign, 7 (20%) were noninvasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP), and 15 (42.9%) were malignant (p < 0.05, negative predictive value (NPV) 89.4-95.6%, positive predictive value (PPV) 22.3-42.8%). Most molecular-not-benign (72.3%) had RAS-like mutation. Twenty-three were resected: 3 were malignant and 7 were NIFTP. Nodules with non-RAS-like mutations (BRAF V600E-like, others) were more likely to be malignant than RAS-like (H/N/KRAS, BRAF K601E) (p < 0.05, NPV 86.9-96.5%, PPV 100%). Most nodules had RAS-like mutations and most were benign or low-risk neoplasms (NIFTP). This study supports the role of histologic examination in the distinction of malignancy in RAS-like thyroid neoplasms and underscores the role of molecular testing in risk stratification, patient counseling, and operative management.
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Affiliation(s)
- Nicole A Cipriani
- Department of Pathology, The University of Chicago, 5841 S. Maryland Ave., MC 6101, Chicago, IL, 60637, USA.
| | | | - David H Sarne
- Department of Medicine, Section of Endocrinology, Diabetes and Metabolism, The University of Chicago, Chicago, IL, USA
| | - Peter Angelos
- Department of Surgery, Section of Endocrine Surgery, The University of Chicago, Chicago, IL, USA
| | - Ward Reeves
- Department of Pathology, The University of Chicago, 5841 S. Maryland Ave., MC 6101, Chicago, IL, 60637, USA
| | - Tatjana Antic
- Department of Pathology, The University of Chicago, 5841 S. Maryland Ave., MC 6101, Chicago, IL, 60637, USA
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Finkelstein SD, Sistrunk JW, Malchoff C, Thompson DV, Kumar G, Timmaraju VA, Repko B, Mireskandari A, Evoy-Goodman LA, Massoll NA, Lupo MA. A Retrospective Evaluation of the Diagnostic Performance of an Interdependent Pairwise MicroRNA Expression Analysis with a Mutation Panel in Indeterminate Thyroid Nodules. Thyroid 2022; 32:1362-1371. [PMID: 35943886 PMCID: PMC9700378 DOI: 10.1089/thy.2022.0124] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Background: The addition of genetic analysis to the evaluation of thyroid nodule fine-needle aspiration biopsy samples improves diagnostic accuracy of cytologically indeterminate thyroid nodules (ITNs) with Bethesda III or IV cytopathology. We previously reported the performance of a multiplatform molecular test, referred to in this study as MPTXv1, that includes a mutation panel (ThyGeNEXT®) plus an algorithmic microRNA (miRNA) risk classifier (ThyraMIR®). Complex interactions of growth-promoting and -suppressing miRNAs affect the phenotype. We previously demonstrated that accounting for these interactions with pairwise miRNA expression analysis improves the diagnosis of medullary thyroid carcinoma. In this study, we assess the impact of pairwise miRNA expression analysis on risk stratification of ITNs. Methods: Pairwise expression analysis of 11 miRNAs was performed on a training cohort of histopathology-proven benign nodules (n = 50) to define the mean and standard deviation of each pairwise analysis and create a Benign/Malignant Profiler (MPTXv2), deviations from which predicted the malignancy risk. Clinical validation of MPTXv2 was assessed using a cohort of 178 ITN (Bethesda III and IV) samples from a multicentered, blinded retrospective study, previously evaluated by MPTXv1. Results: Compared with MPTXv1, MPTXv2 significantly improved the test performance. The receiver operating characteristic (ROC) areas under the curve (AUC) increased from 0.85 to 0.97 (p < 0.001), and the diagnostic accuracy at the positive threshold increased significantly (p < 0.05) from 83% [95% confidence interval (CI) = 76-88] to 93% [CI = 89-96]. The significant improvement in the ROC AUC and the diagnostic accuracy was due to a strong statistical trend for improvement in specificity at the positive threshold. At the positive threshold, the specificity for MPTXv1 was 90% [CI = 84-95] and improved to 98% [CI = 94-99] for MPTXv2. Using the MPTXv2, the Moderate-Risk cohort decreased from 50 samples (28% of the cohort) to 24 samples (13% of the cohort). This 52% decrease is statistically significant (p < 0.001) and clinically meaningful. Conclusion: As compared with MPTXv1, pairwise miRNA expression analysis used in MPTXv2 significantly improved the diagnostic accuracy of ITN risk stratification and reduced the size of the Moderate-Risk group. Prospective trials are indicated to confirm these findings in a clinical practice setting.
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Affiliation(s)
- Sydney D. Finkelstein
- Interpace Diagnostics, Parsippany, New Jersey, USA
- Address correspondence to: Sydney D. Finkelstein, MD, Interpace Diagnostics, 300 Interpace Parkway, Parsippany, NJ 07054, USA
| | | | - Carl Malchoff
- UConn Health, Neag Comprehensive Cancer Center, Farmington, Connecticut, USA
| | | | | | | | | | | | | | - Nicole A. Massoll
- University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Mark A. Lupo
- Thyroid and Endocrine Center of Florida, Sarasota, Florida, USA
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Walgrave H, Zhou L, De Strooper B, Salta E. The promise of microRNA-based therapies in Alzheimer's disease: challenges and perspectives. Mol Neurodegener 2021; 16:76. [PMID: 34742333 PMCID: PMC8572071 DOI: 10.1186/s13024-021-00496-7] [Citation(s) in RCA: 72] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Accepted: 10/17/2021] [Indexed: 02/06/2023] Open
Abstract
Multi-pathway approaches for the treatment of complex polygenic disorders are emerging as alternatives to classical monotarget therapies and microRNAs are of particular interest in that regard. MicroRNA research has come a long way from their initial discovery to the cumulative appreciation of their regulatory potential in healthy and diseased brain. However, systematic interrogation of putative therapeutic or toxic effects of microRNAs in (models of) Alzheimer's disease is currently missing and fundamental research findings are yet to be translated into clinical applications. Here, we review the literature to summarize the knowledge on microRNA regulation in Alzheimer's pathophysiology and to critically discuss whether and to what extent these increasing insights can be exploited for the development of microRNA-based therapeutics in the clinic.
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Affiliation(s)
- Hannah Walgrave
- VIB Center for Brain & Disease Research, Leuven, KU, Leuven, Belgium
- Department of Neurosciences, Leuven Brain Institute, Leuven, Belgium
| | - Lujia Zhou
- Division of Janssen Pharmaceutica NV, Discovery Neuroscience, Janssen Research and Development, Beerse, Belgium
| | - Bart De Strooper
- VIB Center for Brain & Disease Research, Leuven, KU, Leuven, Belgium
- Department of Neurosciences, Leuven Brain Institute, Leuven, Belgium
- UK Dementia Research Institute at University College London, London, UK
| | - Evgenia Salta
- Netherlands Institute for Neuroscience, Amsterdam, The Netherlands
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Trimboli P, Castellana M, Piccardo A, Romanelli F, Grani G, Giovanella L, Durante C. The ultrasound risk stratification systems for thyroid nodule have been evaluated against papillary carcinoma. A meta-analysis. Rev Endocr Metab Disord 2021; 22:453-460. [PMID: 32959174 PMCID: PMC8087557 DOI: 10.1007/s11154-020-09592-3] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/11/2020] [Indexed: 12/12/2022]
Abstract
Thyroid imaging reporting and data systems (TIRADS) are used to stratify the malignancy risk of thyroid nodule by ultrasound (US) examination. We conducted a meta-analysis to evaluate the pooled cancer prevalence and the relative prevalence of papillary, medullary, follicular thyroid cancer (PTC, MTC, and FTC) and other malignancies among nodules included in studies evaluating their performance. Four databases were searched until February 2020. Original articles with at least 1000 nodules, evaluating the performance of at least one TIRADS among AACE/ACE/AME, ACR-TIRADS, ATA, EU-TIRADS, or K-TIRADS, and reporting data on the histological diagnosis of malignant lesions were included. The number of malignant nodules, PTC, FTC, MTC and other malignancies in each study was extracted. For statistical pooling of data, a random-effects model was used. Nine studies were included, evaluating 19,494 thyroid nodules. The overall prevalence of malignancy was 34% (95%CI 21 to 49). Among 6162 histologically proven malignancies, the prevalence of PTC, FTC, MTC and other malignancies was 95%, 2%, 1%, and 1%, respectively. A high heterogeneity was found for all the outcomes. A limited number of studies generally conducted using a retrospective design was found, with possible selection bias. Acknowledging this limitation, TIRADSs should be regarded as accurate tools to diagnose PTC only. Proposed patterns and/or cut-offs should be revised and other strategies considered to improve their performance in the assessment of FTC, MTC and other malignancies.
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Affiliation(s)
- Pierpaolo Trimboli
- Clinic for Nuclear Medicine and Competence Center for Thyroid Diseases, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale, Via Ospedale 12, 6500 Bellinzona, Svizzera Switzerland
- Biomedical Sciences, Università della Svizzera Italiana (USI), Lugano, Switzerland
| | - Marco Castellana
- National Institute of Gastroenterology “Saverio de Bellis”, Research Hospital, Castellana Grotte, Bari, Italy
| | | | - Francesco Romanelli
- Department of Experimental Medicine, “Sapienza” University of Rome, Rome, Italy
| | - Giorgio Grani
- Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy
| | - Luca Giovanella
- Clinic for Nuclear Medicine and Competence Center for Thyroid Diseases, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale, Via Ospedale 12, 6500 Bellinzona, Svizzera Switzerland
- Clinic for Nuclear Medicine, University Hospital and University of Zurich, Zurich, Switzerland
| | - Cosimo Durante
- Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy
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12
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Lupo MA, Walts AE, Sistrunk JW, Giordano TJ, Sadow PM, Massoll N, Campbell R, Jackson SA, Toney N, Narick CM, Kumar G, Mireskandari A, Finkelstein SD, Bose S. Multiplatform molecular test performance in indeterminate thyroid nodules. Diagn Cytopathol 2020; 48:1254-1264. [PMID: 32767735 PMCID: PMC7754490 DOI: 10.1002/dc.24564] [Citation(s) in RCA: 68] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Revised: 07/07/2020] [Accepted: 07/14/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Approximately 25% of thyroid nodule fine-needle aspirates (FNAs) have cytology that is indeterminate for malignant disease. Accurate risk stratification of these FNAs with ancillary testing would reduce unnecessary thyroid surgery. METHODS We evaluated the performance of an ancillary multiplatform test (MPTX) that has three diagnostic categories (negative, moderate, and positive). MPTX includes the combination of a mutation panel (ThyGeNEXT®) and a microRNA risk classifier (ThyraMIR®). A blinded, multicenter study was performed using consensus histopathology diagnosis among three pathologists to validate test performance. RESULTS Unanimous consensus diagnosis was reached in 197 subjects with indeterminate thyroid nodules; 36% had disease. MPTX had 95% sensitivity (95% CI,86%-99%) and 90% specificity (95% CI,84%-95%) for disease in prevalence adjusted nodules with Bethesda III and IV cytology. Negative MPTX results ruledout disease with 97% negative predictive value (NPV; 95% CI,91%-99%) at a 30% disease prevalence, while positive MPTX results ruledin high risk disease with 75% positive predictive value (PPV; 95% CI,60%-86%). Such results are expected in four out of five Bethesda III and IV nodules tested, including RAS positive nodules in which the microRNA classifier was useful in rulingin disease. 90% of mutation panel false positives were due to analytically verified RAS mutations detected in benign adenomas. Moderate MPTX results had a moderate rate of disease (39%, 95% CI,23%-54%), primarily due to RAS mutations, wherein the possibility of disease could not be excluded. CONCLUSIONS Our results emphasize that decisions for surgery should not solely be based on RAS or RAS-like mutations. MPTX informs management decisions while accounting for these challenges.
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Affiliation(s)
- Mark A. Lupo
- Thyroid & Endocrine Center of FloridaSarasotaFloridaUSA
| | - Ann E. Walts
- Cedars‐Sinai Medical CenterLos AngelesCaliforniaUSA
| | | | | | - Peter M. Sadow
- Massachusetts General Hospital and Harvard Medical SchoolBostonMassachusettsUSA
| | - Nicole Massoll
- University of Arkansas for Medical SciencesLittle RockArkansasUSA
| | - Ryan Campbell
- University of Arkansas for Medical SciencesLittle RockArkansasUSA
| | | | | | | | | | | | | | - Shikha Bose
- Cedars‐Sinai Medical CenterLos AngelesCaliforniaUSA
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13
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Lupo MA, Walts AE, Sistrunk JW, Massoll N, Campbell R, Jackson SA, Toney N, Narick CM, Kumar G, Mireskandari A, Finkelstein SD, Bose S. Reply to Letter to the Editor by William Gooding and Simion Chiosea: Alternate diagnostic test interpretation in a retrospective convenience cohort and clinical application of MPTX. Diagn Cytopathol 2020; 49:349-350. [PMID: 33236830 DOI: 10.1002/dc.24673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 11/12/2020] [Indexed: 11/07/2022]
Affiliation(s)
- Mark A Lupo
- Thyroid & Endocrine Center of Florida, Sarasota, FL, USA
| | - Ann E Walts
- Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | | | - Nicole Massoll
- University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Ryan Campbell
- University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | | | | | | | | | | | | | - Shikha Bose
- Cedars-Sinai Medical Center, Los Angeles, CA, USA
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Abstract
INTRODUCTION Fine-needle aspiration (FNA) is an important diagnostic tool for the evaluation of thyroid nodules. However, in almost ¼ of all nodules submitted to FNA cytology is indeterminate. Since the majority of genetic alterations in thyroid cancer have been identified, the use of molecular testing platforms has been endorsed by American Thyroid Association for management of indeterminate nodules. EVIDENCE ACQUISITION Several commercial tests were based on mRNA expression of FNA samples (Afirma®, Veracyte, South San Francisco, CA, USA) while others detect DNA alterations (ThyroSeq, UPMC, Pittsburgh, PA, USA). Noncommercial tests detect limited number of point mutations or re-arrangements (gene panels). Literature study included a Pubmed research for adult original studies from 2003 to 2020, focusing on terms such as "molecular tests," "nodules with indeterminate AUS/FLUS and FN/SFN cytology." EVIDENCE SYNTHESIS Gene expression profile tests serve as "rule out" tests due to their high negative predictive value and perform better in a setting of low cancer pretest probability. Genetic alteration platforms display high positive predictive value and serve as rather "rule in" tests but their diagnostic accuracy is hampered either because a small proportion of nodules does not harbor any of these alterations targeted (gene panels) or because commonly identified RAS mutations can also be found in benign nodules. CONCLUSIONS Next generation sequencing development and incorporation of other genetic markers such as miRNA can improve diagnostic accuracy of molecular tests.
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Affiliation(s)
- Olga Karapanou
- 401Hellenic Army General Military Hospital of Athens, Athens, Greece -
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15
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Ciarletto AM, Narick C, Malchoff CD, Massoll NA, Labourier E, Haugh K, Mireskandari A, Finkelstein SD, Kumar G. Analytical and clinical validation of pairwise microRNA expression analysis to identify medullary thyroid cancer in thyroid fine-needle aspiration samples. Cancer Cytopathol 2020; 129:239-249. [PMID: 33017868 PMCID: PMC7984450 DOI: 10.1002/cncy.22365] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 08/28/2020] [Accepted: 09/04/2020] [Indexed: 12/24/2022]
Abstract
Background Medullary thyroid carcinoma (MTC) is an aggressive malignancy originating from the parafollicular C cells. Preoperatively, thyroid nodule fine‐needle aspiration cytology (FNAC) and pathogenic gene mutations are definitive in approximately one‐half of cases. MicroRNAs (miRNAs) are endogenous, noncoding, single‐stranded RNAs that regulate gene expression, a characteristic that confers the potential for identifying malignancy. In the current study, the authors hypothesized that differential pairwise (diff‐pair) analysis of miRNA expression levels would reliably identify MTC in FNA samples. Methods The relative abundance of 10 different miRNAs in total nucleic acids was obtained from ThyraMIR test results. Diff‐pair analysis was performed by subtracting the critical threshold value of one miRNA from the critical threshold values of other miRNAs. Next‐generation sequencing with the ThyGeNEXT panel identified oncogenic gene alterations. The discovery cohort consisted of 30 formalin‐fixed, paraffin‐embedded benign and malignant thyroid neoplasms, including 4 cases of MTC. After analytical validation, clinical validation was performed using 3 distinct cohorts (total of 7557 specimens). Results In the discovery cohort, 9 diff‐pairs were identified as having significant power using the Kruskal‐Wallis test (P < .0001) to distinguish MTC samples from non‐MTC samples. The assay correctly classified all MTC and non‐MTC samples in the analytical validation study and in the 3 clinical validation cohorts. The overall test accuracy was 100% (95% confidence interval, 99%‐100%). In indeterminate FNAC samples, the sensitivity of the diff‐pair analysis was greater than that of the MTC‐specific mutation analysis (100% vs 25%; P = .03). Conclusions Pairwise miRNA expression analysis of ThyraMIR results were found to accurately predict MTC in thyroid FNA samples, including those with indeterminate FNAC findings. The authors have developed and validated a microRNA (miRNA) test for the detection of medullary thyroid cancer (MTC) in preoperative thyroid nodule samples. The method, based on differential pairwise analysis of miRNA expression data generated using the ThyraMIR Thyroid miRNA Classifier, accurately predicts MTC with 100% sensitivity and 100% specificity in thyroid fine‐needle aspiration biopsies.
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Affiliation(s)
- Andrea M Ciarletto
- Interpace Diagnostics Laboratory, Interpace Biosciences Inc, New Haven, Connecticut
| | - Christina Narick
- Interpace Diagnostics, Interpace Biosciences Inc, Pittsburgh, Pennsylvania, United States
| | - Carl D Malchoff
- Carole and Ray Neag Comprehensive Cancer Center, UConn Health, Farmington, Connecticut
| | - Nicole A Massoll
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States
| | | | - Keith Haugh
- Interpace Diagnostics, Interpace Biosciences Inc, Pittsburgh, Pennsylvania, United States
| | - Alidad Mireskandari
- Interpace Diagnostics Laboratory, Interpace Biosciences Inc, New Haven, Connecticut
| | - Sydney D Finkelstein
- Interpace Diagnostics Laboratory, Interpace Biosciences Inc, New Haven, Connecticut.,Interpace Diagnostics, Interpace Biosciences Inc, Pittsburgh, Pennsylvania, United States
| | - Gyanendra Kumar
- Interpace Diagnostics Laboratory, Interpace Biosciences Inc, New Haven, Connecticut
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16
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Grani G, Sponziello M, Pecce V, Ramundo V, Durante C. Contemporary Thyroid Nodule Evaluation and Management. J Clin Endocrinol Metab 2020; 105:5850848. [PMID: 32491169 PMCID: PMC7365695 DOI: 10.1210/clinem/dgaa322] [Citation(s) in RCA: 141] [Impact Index Per Article: 28.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2020] [Accepted: 05/27/2020] [Indexed: 02/07/2023]
Abstract
CONTEXT Approximately 60% of adults harbor 1 or more thyroid nodules. The possibility of cancer is the overriding concern, but only about 5% prove to be malignant. The widespread use of diagnostic imaging and improved access to health care favor the discovery of small, subclinical nodules and small papillary cancers. Overdiagnosis and overtreatment is associated with potentially excessive costs and nonnegligible morbidity for patients. EVIDENCE ACQUISITION We conducted a PubMed search for the recent English-language articles dealing with thyroid nodule management. EVIDENCE SYNTHESIS The initial assessment includes an evaluation of clinical risk factors and sonographic examination of the neck. Sonographic risk-stratification systems (e.g., Thyroid Imaging Reporting and Data Systems) can be used to estimate the risk of malignancy and the need for biopsy based on nodule features and size. When cytology findings are indeterminate, molecular analysis of the aspirate may obviate the need for diagnostic surgery. Many nodules will not require biopsy. These nodules and those that are cytologically benign can be managed with long-term follow-up alone. If malignancy is suspected, options include surgery (increasingly less extensive), active surveillance or, in selected cases, minimally invasive techniques. CONCLUSION Thyroid nodule evaluation is no longer a 1-size-fits-all proposition. For most nodules, the likelihood of malignancy can be confidently estimated without resorting to cytology or molecular testing, and low-frequency surveillance is sufficient for most patients. When there are multiple options for diagnosis and/or treatment, they should be discussed with patients as frankly as possible to identify an approach that best meets their needs.
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Affiliation(s)
- 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
| | - Valeria Pecce
- 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
| | - Cosimo Durante
- Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy
- Correspondence and Reprint Requests: Cosimo Durante, MD, PhD, Dipartimento di Medicina Traslazionale e di Precisione, Università di Roma “Sapienza,” Viale del Policlinico 155, 00161, Roma, Italy. E-mail:
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17
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Muzza M, Colombo C, Pogliaghi G, Karapanou O, Fugazzola L. Molecular markers for the classification of cytologically indeterminate thyroid nodules. J Endocrinol Invest 2020; 43:703-716. [PMID: 31853887 DOI: 10.1007/s40618-019-01164-w] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Accepted: 12/11/2019] [Indexed: 12/15/2022]
Abstract
BACKGROUND The diagnosis of indeterminate lesions of the thyroid is a challenge in cytopathology practice. Indeed, up to 30% of cases lack the morphological features needed to provide definitive classification. Molecular tests have been developed to assist in the diagnosis of these indeterminate cases. The first studies dealing with the preoperative molecular evaluation of FNA samples focused on the analysis of BRAFV600E or on the combined evaluation of two or three genetic alterations. The sensitivity of molecular testing was then improved through the introduction of gene panels, which became available for clinical use in the late 2000s. Two different categories of molecular tests have been developed, the 'rule-out' methods, which aim to reduce the avoidable treatment of benign nodules, and the 'rule-in' tests that have the purpose to optimize surgical management. The genetic evaluation of indeterminate thyroid nodules is predicted to improve patient care, particularly if molecular tests are used appropriately and with the awareness of their advantages and weaknesses. The main disadvantage of these tests is the cost, which makes them rarely used in Europe. To overcome this limitation, customized panels have been set up, which are able to detect the most frequent genetic alterations of thyroid cancer. CONCLUSIONS In the present review, the most recent available versions of commercial molecular tests and of custom, non-commercial panels are described. Their characteristics and accuracy in the differential diagnosis of indeterminate nodules, namely Bethesda classes III (Atypical follicular lesion of undetermined significance, AUS/FLUS) and IV (Suspicious for follicular neoplasm, FN/SFN) are fully analyzed and discussed.
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Affiliation(s)
- M Muzza
- Division of Endocrine and Metabolic Diseases, IRCCS IstitutoAuxologicoItaliano, 20149, Milan, Italy
- Department of Pathophysiology and Transplantation, University of Milan, P.le Brescia 20, 20149, Milano, Italy
| | - C Colombo
- Division of Endocrine and Metabolic Diseases, IRCCS IstitutoAuxologicoItaliano, 20149, Milan, Italy
- Department of Pathophysiology and Transplantation, University of Milan, P.le Brescia 20, 20149, Milano, Italy
| | - G Pogliaghi
- Division of Endocrine and Metabolic Diseases, IRCCS IstitutoAuxologicoItaliano, 20149, Milan, Italy
- Department of Pathophysiology and Transplantation, University of Milan, P.le Brescia 20, 20149, Milano, Italy
| | - O Karapanou
- Department of Endocrinology, 401 Military Hospital, 11525, Athens, Greece
| | - L Fugazzola
- Division of Endocrine and Metabolic Diseases, IRCCS IstitutoAuxologicoItaliano, 20149, Milan, Italy.
- Department of Pathophysiology and Transplantation, University of Milan, P.le Brescia 20, 20149, Milano, Italy.
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18
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Sponziello M, Brunelli C, Verrienti A, Grani G, Pecce V, Abballe L, Ramundo V, Damante G, Russo D, Lombardi CP, Durante C, Rossi ED, Straccia P, Fadda G, Filetti S. Performance of a dual-component molecular assay in cytologically indeterminate thyroid nodules. Endocrine 2020; 68:458-465. [PMID: 32232767 DOI: 10.1007/s12020-020-02271-y] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Accepted: 03/14/2020] [Indexed: 10/24/2022]
Abstract
PURPOSE Deciding whether patients with a cytologically indeterminate thyroid nodule should be referred for surgery or for active surveillance is an important challenge for clinicians. The aim of this study was to evaluate the performance of a novel dual-component molecular assay as an ancillary molecular method for resolving indeterminate thyroid nodule cytology. METHODS We selected 156 thyroid nodules from those that had undergone fine-needle aspiration processed by liquid-based cytology and surgical resection between June 2016 and December 2017. The sample set included 63 nodules cytologically classified as indeterminate, and 93 other nodules randomly selected from those with non-diagnostic, benign, suspicious, or malignant cytology. Nucleic acids from each nodule were subjected to next-generation sequencing analysis for mutation detection in 23 genes and to digital polymerase chain reaction (PCR) evaluation for miR-146b-5p expression levels. RESULTS Used alone, mutation analysis in the indeterminate subset (cancer prevalence: 22.5%) displayed high sensitivity (89%) and NPV (96%). In contrast, the miR-146b-5p assay offered high specificity (93%) and PPV (93%). Combined use of both analyses improved panel performance by eliminating false-negative results. CONCLUSIONS These preliminary data suggest that a dual-component molecular test can increase the diagnostic accuracy of thyroid cytology alone by reducing the number of nodules that will be classified as indeterminate and increasing those that can be reliably classified as benign. If these findings are confirmed, this test can be considered for use in clinical practice and is expected to reduce diagnostic surgery and health care costs, and to improve patient quality of life.
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Affiliation(s)
- Marialuisa Sponziello
- Department of Translational and Precision Medicine, "Sapienza" University of Rome, 00161, Rome, Italy
| | - Chiara Brunelli
- Division of Anatomic Pathology and Histology, Catholic University of Sacred Heart, Foundation "Agostino Gemelli" University Hospital, Rome, Italy
| | - Antonella Verrienti
- Department of Translational and Precision Medicine, "Sapienza" University of Rome, 00161, Rome, Italy.
| | - Giorgio Grani
- Department of Translational and Precision Medicine, "Sapienza" University of Rome, 00161, Rome, Italy
| | - Valeria Pecce
- Department of Translational and Precision Medicine, "Sapienza" University of Rome, 00161, Rome, Italy
| | - Luana Abballe
- Department of Translational and Precision Medicine, "Sapienza" University of Rome, 00161, Rome, Italy
| | - Valeria Ramundo
- Department of Translational and Precision Medicine, "Sapienza" University of Rome, 00161, Rome, Italy
| | - Giuseppe Damante
- Department of Medicine, University of Udine, 33100, Udine, Italy
| | - Diego Russo
- Department of Health Sciences, "Magna Graecia" University of Catanzaro, 88100, Catanzaro, Italy
| | - Celestino Pio Lombardi
- Division of Endocrine Surgery, Catholic University of Sacred Heart, Foundation "Agostino Gemelli" University Hospital, Rome, Italy
| | - Cosimo Durante
- Department of Translational and Precision Medicine, "Sapienza" University of Rome, 00161, Rome, Italy
| | - Esther Diana Rossi
- Division of Anatomic Pathology and Histology, Catholic University of Sacred Heart, Foundation "Agostino Gemelli" University Hospital, Rome, Italy
| | - Patrizia Straccia
- Division of Anatomic Pathology and Histology, Catholic University of Sacred Heart, Foundation "Agostino Gemelli" University Hospital, Rome, Italy
| | - Guido Fadda
- Division of Anatomic Pathology and Histology, Catholic University of Sacred Heart, Foundation "Agostino Gemelli" University Hospital, Rome, Italy
| | - Sebastiano Filetti
- Department of Translational and Precision Medicine, "Sapienza" University of Rome, 00161, Rome, Italy
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19
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Sistrunk JW, Shifrin A, Frager M, Bardales RH, Thomas J, Fishman N, Goldberg P, Guttler R, Grant E. Clinical performance of multiplatform mutation panel and microRNA risk classifier in indeterminate thyroid nodules. J Am Soc Cytopathol 2020; 9:232-241. [PMID: 32247769 DOI: 10.1016/j.jasc.2020.02.002] [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] [Received: 01/17/2020] [Revised: 02/11/2020] [Accepted: 02/18/2020] [Indexed: 12/12/2022]
Abstract
INTRODUCTION We evaluated the clinical performance of an expanded mutation panel in combination with microRNA classification (MPTX) for the management of indeterminate thyroid nodules. MATERIALS AND METHODS MPTX included testing of fine-needle aspirates from multiple centers with a combination of ThyGeNEXT mutation panel for strong and weak driver oncogenic changes and ThyraMIR microRNA risk classifier (both from Interpace Diagnostics; Pittsburgh, PA). MPTX test status (positive or negative) and MPTX clinical risk classifications (low, moderate, or high risk) were determined blind to patient outcomes. Surgical pathology and clinical follow-up records of patients from multiple centers were used to determine patient outcomes. MPTX performance was assessed by Kaplan Meier analysis for cancer-free survival of patients, with risk of malignancy determined by hazard ratio (HR). RESULTS Our study included 140 patients with AUS/FLUS or FN/SFN nodules, of which 13% had malignancy. MPTX negative test status and MPTX low risk results conferred a high probability (94%) that patients would remain cancer-free. MPTX positive test status (HR 11.2, P < 0.001) and MPTX moderate-risk results (HR 8.5, P = 0.001) were significant risk factors for malignancy, each conferring a 53% probability of malignancy. MPTX high-risk results elevated risk of malignancy even more so, conferring a 70% probability of malignancy (HR 38.5, P < 0.001). CONCLUSIONS MPTX test status accurately stratifies patients for risk of malignancy. Further classification using MPTX clinical risk categories enhances utility by accurately identifying patients at low, moderate, or high risk of malignancy at the low rate of malignancy encountered when clinically managing patients with indeterminate thyroid nodules.
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Affiliation(s)
| | - Alexander Shifrin
- Department of Surgery, Hackensack Meridian Health Jersey Shore University Medical Center, Neptune, New Jersey
| | - Marc Frager
- East Coast Medical Associates, Boca Raton, Florida
| | - Ricardo H Bardales
- Precision Pathology/Outpatient Pathology Associates, Sacramento, California
| | | | - Norman Fishman
- Diabetes & Endocrinology Specialists, Chesterfield, Missouri
| | | | | | - Edward Grant
- Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, California
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20
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Ablordeppey KK, Timmaraju VA, Song-Yang JW, Yaqoob S, Narick C, Mireskandari A, Finkelstein SD, Kumar G. Development and Analytical Validation of an Expanded Mutation Detection Panel for Next-Generation Sequencing of Thyroid Nodule Aspirates. J Mol Diagn 2020; 22:355-367. [DOI: 10.1016/j.jmoldx.2019.11.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 10/20/2019] [Accepted: 11/18/2019] [Indexed: 12/13/2022] Open
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21
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Jackson S, Kumar G, Banizs AB, Toney N, Silverman JF, Narick CM, Finkelstein SD. Incremental utility of expanded mutation panel when used in combination with microRNA classification in indeterminate thyroid nodules. Diagn Cytopathol 2019; 48:43-52. [PMID: 31675178 PMCID: PMC6972518 DOI: 10.1002/dc.24328] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 10/03/2019] [Accepted: 10/08/2019] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Focused and expanded mutation panels were assessed for the incremental utility of using an expanded panel in combination with microRNA risk classification. METHODS Molecular results were reviewed for patients who underwent either a focused mutation panel (ThyGenX®) or an expanded mutation panel (ThyGeNEXT®) for strong and weak oncogenic driver mutations and fusions. microRNA results (ThyraMIR®) predictive of malignancy, including strong positive results highly specific for malignancy, were examined. RESULTS Results of 12 993 consecutive patients were reviewed (focused panel = 8619, expanded panel = 4374). The expanded panel increased detection of strong drivers by 8% (P < .001), with BRAFV600E and TERT promoters being the most common. Strong drivers were highly correlated with positive microRNA results of which 90% were strongly positive. The expanded panel increased detection of coexisting drivers by 4% (P < .001), with TERT being the most common partner often paired with RAS. It increased the detection of weak drivers, with RAS and GNAS being the most common. 49% of nodules with weak drivers had positive microRNA results of which 33% were strongly positive. The expanded panel also decreased the number of nodules lacking mutations and fusions by 15% (P < .001), with 8% of nodules having positive microRNA results of which 22% were strongly positive. CONCLUSIONS Using expanded mutation panels that include less common mutations and fusions can offer increased utility when used in combination with microRNA classification, which helps to identify high risk of malignancy in the cases where risk is otherwise uncertain due to the presence of only weak drivers or the absence of all drivers.
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Affiliation(s)
- Sara Jackson
- Division of Research & Development, Interpace Diagnostics, Inc., Pittsburgh, Pennsylvania
| | - Gyanendra Kumar
- Division of Research & Development, Interpace Diagnostics, Inc., New Haven, Connecticut
| | - Anna B Banizs
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
| | - Nicole Toney
- Division of Research & Development, Interpace Diagnostics, Inc., Pittsburgh, Pennsylvania
| | - Jan F Silverman
- Department of Pathology, Allegheny General Hospital, Pittsburgh, Pennsylvania
| | - Christina M Narick
- Division of Pathology, Interpace Diagnostics, Inc., Pittsburgh, Pennsylvania
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Sistrunk JW, Shifrin A, Frager M, Bardales RH, Thomas J, Fishman N, Goldberg P, Guttler R, Grant E. Clinical impact of testing for mutations and microRNAs in thyroid nodules. Diagn Cytopathol 2019; 47:758-764. [PMID: 31013001 PMCID: PMC6766884 DOI: 10.1002/dc.24190] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Accepted: 04/02/2019] [Indexed: 11/29/2022]
Abstract
Background We report results of a multicenter clinical experience study examining the likelihood of patients with indeterminate thyroid nodules to undergo surgery or have malignant outcome based on multiplatform combination mutation and microRNA testing (MPT). Methods MPT assessed mutations in BRAF, HRAS, KRAS, NRAS, and PIK3CA genes, PAX8/PPARγ, RET/PTC1, and RET/PTC3 gene rearrangements, and the expression of 10 microRNAs. Baseline clinical information at the time of MPT and clinical follow‐up records were reviewed for 337 patients, of which 80% had negative MPT results. Kaplan Meier analysis for cumulative probability of survival without having a surgical procedure or malignant diagnosis over the course of patient follow‐up was determined for MPT results of 180 patients, among which only 14% had malignancy. Results A negative MPT result in nodules with Bethesda III or IV cytology (2009) conferred a high probability of non‐surgical treatment, with only 11% expected to undergo surgery and a high probability of survival without malignancy (92%) for up to 2 years follow up. A positive MPT result conferred a 57% probability of malignancy and was an independent risk factor for undergoing surgical treatment (Hazard Ratio [HR] 9.2, 95% confidence intervals 5.4‐15.9, P < .0001) and for malignancy (HR 13.4, 95% confidence intervals 4.8‐37.2, P < .0001). For nodules with weak driver mutations, positive microRNA test results supported high risk of cancer while negative results downgraded cancer risk. Conclusion MPT results are predictive of real‐world decisions to surgically treat indeterminate thyroid nodules, with those decisions being appropriately aligned with a patient's risk of malignancy over time.
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Affiliation(s)
| | - Alexander Shifrin
- Department of Surgery, Jersey Shore University Medical Center, Neptune, New Jersey
| | - Marc Frager
- East Coast Medical Associates, Boca Raton, Florida
| | - Ricardo H Bardales
- Precision Pathology/Outpatient Pathology Associates, Sacramento, California
| | | | - Norman Fishman
- Diabetes & Endocrinology Specialists, Chesterfield, Missouri
| | | | | | - Edward Grant
- Department of Radiology, University of Southern California, Keck School of Medicine, Los Angeles, California
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