1
|
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.
Collapse
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.)
| |
Collapse
|
2
|
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.
Collapse
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
| | | | | |
Collapse
|
3
|
Tumati A, Egan CE, Lee-Saxton YJ, Marshall TE, Lee J, Jain K, Heymann JJ, Gokozan H, Azar SA, Schwarz J, Keutgen XM, Laird AM, Beninato T, Zarnegar R, Fahey TJ, Finnerty BM. Clinical utility of a microRNA classifier in cytologically indeterminate thyroid nodules with RAS mutations: A multi-institutional study. Surgery 2024; 175:234-240. [PMID: 37907382 DOI: 10.1016/j.surg.2023.07.042] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 06/13/2023] [Accepted: 07/08/2023] [Indexed: 11/02/2023]
Abstract
BACKGROUND Molecular testing guides the management of cytologically indeterminate thyroid nodules. We evaluated the real-world clinical benefit of a commercially available thyroid mutation panel plus microRNA risk classifier in classifying RAS-mutated nodules. METHODS We performed a subgroup analysis of the results of molecular testing of Bethesda III/IV nodules using the ThyGenX/ThyGeNEXT-ThyraMIR platform at 3 tertiary-care centers between 2017 and 2021, defining a positive result as 10% or greater risk of malignancy. RESULTS We identified 387 nodules from 375 patients (70.7% female, median age 59.3 years) who underwent testing. Positive nodules (32.3%) were associated with increased surgical intervention (74.4% vs 14.9%, P < .0001) and carcinoma on surgical pathology (46.4% vs 3.4%, P < .0001) compared to negative modules. RAS mutations were the most common mutations, identified in 71 of 380 (18.7%) nodules, and were classified as ThyraMIR- (28 of 71; 39.4%) or ThyraMIR+ (43 of 71; 60.6%). Among RAS-mutated nodules, there was no significant difference in operative rate (P = .2212) or carcinoma diagnosis (P = .6277) between the ThyraMIR+ and ThyraMIR- groups, and the sensitivity, specificity, negative predictive value, and positive predictive value of ThyraMIR were 64.7%, 34.8%, 40.0%, and 59.5%, respectively. CONCLUSION Although testing positive is associated with malignancy in surgical pathology, the ThyraMIR classifier failed to differentiate between benign and malignant RAS-mutated nodules. Diagnostic lobectomy should be considered for RAS-mutated nodules, regardless of microRNA expression status.
Collapse
Affiliation(s)
- Abhinay Tumati
- Department of Surgery, Weill Cornell Medicine, New York, NY.
| | - Caitlin E Egan
- Department of Surgery, Weill Cornell Medicine, New York, NY. https://twitter.com/CaitlinEgan18
| | - Yeon J Lee-Saxton
- Department of Surgery, Weill Cornell Medicine, New York, NY. https://twitter.com/YeonJooLeeMD
| | - Teagan E Marshall
- Department of Surgery, Weill Cornell Medicine, New York, NY. https://twitter.com/TeaganEMarshall
| | - Joyce Lee
- Department of Surgery, Weill Cornell Medicine, New York, NY
| | - Kavita Jain
- Department of Surgery, Rutgers-Cancer Institute of New Jersey, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | - Jonas J Heymann
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY. https://twitter.com/HeymannJonas
| | - Hamza Gokozan
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY. https://twitter.com/GokozanMD
| | - Sara Abou Azar
- Department of Surgery, Section of Endocrine Surgery, The University of Chicago Medicine, Chicago, IL. https://twitter.com/SaraAbouAzar
| | - Jason Schwarz
- Department of Surgery, Section of Endocrine Surgery, The University of Chicago Medicine, Chicago, IL
| | - Xavier M Keutgen
- Department of Surgery, Section of Endocrine Surgery, The University of Chicago Medicine, Chicago, IL. https://twitter.com/XKeutgen
| | - Amanda M Laird
- Department of Surgery, Rutgers-Cancer Institute of New Jersey, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ. https://twitter.com/amlaird
| | - Toni Beninato
- Department of Surgery, Rutgers-Cancer Institute of New Jersey, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ. https://twitter.com/BeninatoToni
| | - Rasa Zarnegar
- Department of Surgery, Weill Cornell Medicine, New York, NY. https://twitter.com/RasaZarnegarMD
| | - Thomas J Fahey
- Department of Surgery, Weill Cornell Medicine, New York, NY. https://twitter.com/tjf3endosurg
| | - Brendan M Finnerty
- Department of Surgery, Weill Cornell Medicine, New York, NY. https://twitter.com/FinnertyMD
| |
Collapse
|
4
|
Finkelstein S, Timmaraju VA, Samankan S, O'Malley Q, Kapustin D, Spaulding S, Xing M, Matloob A, Beute J, Seo G, Saturno M, Greenberg L, Wein L, Gonzalez-Velazquez C, Doyle S, Levine J, Urken M, Brandwein-Weber M. Functional loss of tumor suppressor genes detected by loss of heterozygosity, but not driver mutations, predicts aggressive lymph node status in papillary thyroid carcinoma. Pathol Res Pract 2023; 251:154842. [PMID: 37890270 DOI: 10.1016/j.prp.2023.154842] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 09/30/2023] [Indexed: 10/29/2023]
Abstract
BACKGROUND Recognizing aggressive tumor biology is essential to optimizing patient management for papillary thyroid carcinomas (PTC). Aggressive lymph node (ALN) status is one feature that influences decision-making. We evaluated genomic deletions in regions of tumor suppressor genes, detected by loss of heterozygosity (LOH) analysis, to understand causal alterations linked to thyroid cancer aggressiveness and to serve as a molecular diagnostic biomarker for ALN status. METHODS We analyzed 105 primary PTC enriched for patients with ALN (64% with, 36% without). We also analyzed 39 positive lymph nodes (79% with, 21% without ALN). LOH was determined using a panel of 25 polymorphic microsatellite alleles targeting 10 genomic loci harboring common tumor suppressor genes. Additionally, ThyGeNEXT® and ThyraMIR® assays were performed. RESULTS LOH was detected in 43/67 primary PTC from patients with ALN status, compared with only 5/38 primary PTC without ALN (minimal metastatic burden) (P=0.0000003). This is further supported by post hoc analyses of paired primary and metastatic samples. Paired samples from patients with ALN are more likely to harbor LOH, compared to the ALN negative group (P=0.0125). Additionally, 12/31 paired samples from patients with ALN demonstrated additional or different LOH loci in metastatic samples compared to the primary tumor samples. No association was seen between ALN and mutational, translocation, or microRNA data. CONCLUSIONS LOH detected in primary PTC significantly predicts ALN status. Analysis of paired primary and metastatic samples from patients with / without ALN status further supports this relationship. The acquisition of LOH at additional loci is common in lymph nodes from patients with ALN status. SIMPLE SUMMARY A subset of patients with papillary thyroid carcinoma (PTC) will develop recurrent disease. One known predictor of recurrence is the American Thyroid Association category "Aggressive Lymph Node" (ALN) disease, considering metastatic burden. Loss of heterozygosity (LOH) - chromosomal loss in regions of tumor suppressor genes - has yet to be investigated as a possible mechanism driving ALN status in PTC. The ability to predict ALN status prior to surgery can guide the extent of surgery and postoperative treatment options. We found that paired samples from patients with ALN are more likely to harbor LOH, compared to patients without ALN disease. 38% of patients with ALN demonstrated additional or different LOH loci in metastatic samples compared to the primary tumor samples. LOH complements current molecular analysis of thyroid cancer when searching for evidence of aggressive biology.
Collapse
Affiliation(s)
- Sydney Finkelstein
- Interpace Diagnostics, Interpace Biosciences, Pittsburgh, PA, United States
| | | | - Shabnam Samankan
- Department of Pathology, Icahn School of Medicine, Mount Sinai Health System, New York, United States
| | - Quinn O'Malley
- THANC (Thyroid, Head and Neck Cancer) Foundation, 10 Union Square East, New York, NY 10003, United States
| | - Danielle Kapustin
- THANC (Thyroid, Head and Neck Cancer) Foundation, 10 Union Square East, New York, NY 10003, United States; Department of Otolaryngology - Head and Neck Surgery, Icahn School of Medicine, Mount Sinai Health System, New York, NY, United State
| | - Sarah Spaulding
- THANC (Thyroid, Head and Neck Cancer) Foundation, 10 Union Square East, New York, NY 10003, United States
| | - Monica Xing
- THANC (Thyroid, Head and Neck Cancer) Foundation, 10 Union Square East, New York, NY 10003, United States
| | - Ammar Matloob
- Department of Pathology, Icahn School of Medicine, Mount Sinai Health System, New York, United States
| | - John Beute
- THANC (Thyroid, Head and Neck Cancer) Foundation, 10 Union Square East, New York, NY 10003, United States
| | - Gabriella Seo
- THANC (Thyroid, Head and Neck Cancer) Foundation, 10 Union Square East, New York, NY 10003, United States
| | - Michael Saturno
- THANC (Thyroid, Head and Neck Cancer) Foundation, 10 Union Square East, New York, NY 10003, United States
| | - Lily Greenberg
- THANC (Thyroid, Head and Neck Cancer) Foundation, 10 Union Square East, New York, NY 10003, United States
| | - Lauren Wein
- THANC (Thyroid, Head and Neck Cancer) Foundation, 10 Union Square East, New York, NY 10003, United States
| | - Camilo Gonzalez-Velazquez
- THANC (Thyroid, Head and Neck Cancer) Foundation, 10 Union Square East, New York, NY 10003, United States
| | - Scott Doyle
- Department of Pathology and Anatomical Sciences, University at Buffalo, Jacobs School of Medicine, Buffalo, NY, United States
| | - Jonathan Levine
- Interpace Diagnostics, Interpace Biosciences, Pittsburgh, PA, United States
| | - Mark Urken
- THANC (Thyroid, Head and Neck Cancer) Foundation, 10 Union Square East, New York, NY 10003, United States; Department of Otolaryngology - Head and Neck Surgery, Icahn School of Medicine, Mount Sinai Health System, New York, NY, United State
| | - Margaret Brandwein-Weber
- Department of Pathology, Icahn School of Medicine, Mount Sinai Health System, New York, United States.
| |
Collapse
|
5
|
Fumagalli C, Serio G. Molecular testing in indeterminate thyroid nodules: an additional tool for clinical decision-making. Pathologica 2023; 115:205-216. [PMID: 37711036 PMCID: PMC10688247 DOI: 10.32074/1591-951x-887] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 06/12/2023] [Indexed: 09/16/2023] Open
Abstract
Thyroid nodules are commonly encountered in clinical practice, affecting up to 50% of the population. The large majority of thyroid lumps are benign incidental findings detected by imaging, while approximately 5-15% harbor malignancy. For a target patient's care, it is of paramount importance to identify and treat thyroid malignancy, while preventing unnecessary invasive surgery in patients with benign lesions. Although fine needle aspiration (FNA) associated with cytological examination provides malignant risk information, 20-30% of diagnoses fall into the "indeterminate thyroid nodule" (ITN) category. ITN clinical management remains a challenging issue for physicians since the ITN risk of malignancy varies from 5% to 40% and most thyroid nodules undergo overtreatment with surgery procedures. ITN molecular testing may better define malignant risk in the single nodule and is able to discriminate with accuracy benign from malignant nodules. Nowadays there are different technologies and different molecular panels, each with its own specificity, sensitivity and predictive values. In view of widespread introduction of molecular testing , some outstanding questions remain and are addressed in the present review such as the presence of molecular panels acting as "rule in" or "rule out" tools, the effective impact of testing results in the clinical decision-making process, and the prohibitive cost of commercial assays associated with the lack of test reimbursement in national health systems.
Collapse
|
6
|
Alzumaili B, Sadow PM. Update on Molecular Diagnostics in Thyroid Pathology: A Review. Genes (Basel) 2023; 14:1314. [PMID: 37510219 PMCID: PMC10379610 DOI: 10.3390/genes14071314] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 06/13/2023] [Accepted: 06/19/2023] [Indexed: 07/30/2023] Open
Abstract
Thyroid nodules are quite common, and the determination of a nodule of concern is complex, involving serum testing, radiology and, in some cases, pathological evaluation. For those nodules that raise clinical concern of neoplasia, fine needle aspiration biopsy is the gold standard for evaluation; however, in up to 30% of cases, results are indeterminate for malignancy, and further testing is needed. Advances in molecular testing have shown it to be of benefit for both diagnostic and prognostic purposes, and its use has become an integral part of thyroid cancer management in the United States and in several global nations. After The Cancer Genome Atlas (TCGA) consortium published its molecular landscape of papillary thyroid carcinoma (PTC) and reduced the "black matter" in PTC from 25% to 3.5%, further work ensued to clarify the remaining fraction not neatly attributed to the BRAFV600E-like or RAS-like phenotypes of the TCGA. Over the past decade, commercial molecular platforms have been refined as data accrues, and they increasingly cover most genetic variants of thyroid carcinomas. Molecular reporting focuses on the nodule tested, including related clinical information for that nodule (size of nodule, Bethesda category, etc.). This results in a comprehensive report to physicians that may also include patient-directed, clear language that facilitates conversations about nodule management. In cases of advanced or recurrent disease, molecular testing may become essential for devising an individual therapeutic plan. In this review, we focus on the evolution of integrated molecular testing in thyroid nodules, and how our understanding of tumor genetics, combined with histopathology, is driving the next generation of rational patient management, particularly in the context of emerging small, targetable therapeutics.
Collapse
Affiliation(s)
- Bayan Alzumaili
- Departments of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Peter M Sadow
- Departments of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| |
Collapse
|
7
|
Seo GT, Minkowitz J, Kapustin DA, Fan J, Minkowitz G, Minkowitz M, Dowling E, Matloob A, Asti D, Dhar M, Shutty C, Brickman A, Urken ML, Brandwein-Weber M, Finkelstein SD. Synchronous thyroid cancer and malignant struma ovarii: concordant mutations and microRNA profile, discordant loss of heterozygosity loci. Diagn Pathol 2023; 18:47. [PMID: 37072862 PMCID: PMC10111709 DOI: 10.1186/s13000-023-01336-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 04/03/2023] [Indexed: 04/20/2023] Open
Abstract
BACKGROUND Struma ovarii is an unusual ovarian teratoma containing predominantly thyroid tissue. Less than 10% of cases undergo malignant transformation in the thyroid tissue and are considered malignant struma ovarii (MSO). MSO have been reported with concurrent thyroid lesions, but molecular data is lacking. CASE PRESENTATION A 42-year-old female developed MSO and synchronous multifocal subcentimeter papillary thyroid carcinoma (PTC). The patient underwent a salpingo-oophrectomy, thyroidectomy, and low-dose radioactive iodine ablation. Both the thyroid subcentimeter PTC and MSO were positive for BRAF V600E mutation, and microRNA expression profiles were similar across all tumor deposits. However, only the malignant component demonstrated extensive loss of heterozygosity (LOH) involving multiple tumor suppressor gene (TSG) chromosomal loci. CONCLUSIONS We present the first reported case of MSO with synchronous multifocal subcentimeter PTC in the thyroid containing concordant BRAF V600E mutations and resulting with discordant LOH findings. This data suggests that loss of expression in tumor suppressor gene(s) may be an important contributor to phenotypic expression of malignancy.
Collapse
Affiliation(s)
- Gabriella T Seo
- Thyroid, Head and Neck Cancer (THANC) Foundation, 10 Union Square East, Suite 5B, New York, NY, 10003, USA
| | - Jeremy Minkowitz
- Minkowitz Pathology, 904 49th Street, Brooklyn, NY, 11219, USA
- SUNY Downstate Medical Center, 450 Clarkson Avenue, Brooklyn, NY, 11203, USA
| | - Danielle A Kapustin
- Thyroid, Head and Neck Cancer (THANC) Foundation, 10 Union Square East, Suite 5B, New York, NY, 10003, USA.
- Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, 10 Union Square East, Suite 5B, New York, NY, 10003, USA.
| | - Jun Fan
- Department of Pathology, Mount Sinai West Medical Center, 1000 10th Avenue, New York, NY, 10019, USA
| | | | | | - Eric Dowling
- Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, 10 Union Square East, Suite 5B, New York, NY, 10003, USA
| | - Ammar Matloob
- Department of Pathology, Mount Sinai West Medical Center, 1000 10th Avenue, New York, NY, 10019, USA
| | - Divya Asti
- Department of Hematology and Medical Oncology, Northwell Health Staten Island University Hospital, 475 Seaview Avenue, Staten Island, NY, 10305, USA
| | - Meekoo Dhar
- Department of Hematology and Medical Oncology, Northwell Health Staten Island University Hospital, 475 Seaview Avenue, Staten Island, NY, 10305, USA
| | | | - Alan Brickman
- ParCare Community Health Network, 6010 Bay Parkway, Brooklyn, NY, 11204, USA
| | - Mark L Urken
- Thyroid, Head and Neck Cancer (THANC) Foundation, 10 Union Square East, Suite 5B, New York, NY, 10003, USA
- Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, 10 Union Square East, Suite 5B, New York, NY, 10003, USA
| | - Margaret Brandwein-Weber
- Department of Pathology, Mount Sinai West Medical Center, 1000 10th Avenue, New York, NY, 10019, USA
| | | |
Collapse
|
8
|
McMurtry V, Canberk S, Deftereos G. Molecular testing in fine-needle aspiration of thyroid nodules. Diagn Cytopathol 2023; 51:36-50. [PMID: 36480743 DOI: 10.1002/dc.25035] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 07/20/2022] [Accepted: 07/22/2022] [Indexed: 12/13/2022]
Abstract
BACKGROUND Thyroid nodules are commonly faced by clinicians as palpable nodules or incidentally identified on imaging. Nodules that are found to be suspicious by imaging can be biopsied by fine needle aspiration, which can yield material for molecular testing to refine the diagnosis. METHODS The current literature concerning molecular testing in thyroid nodules including available commercial assays was reviewed and summarized. RESULTS/CONCLUSIONS Commonly encountered alterations include mutations in RAS, BRAF, TERT promoter, PTEN, and DICER1 as well as fusions of RET, ALK, PAX8-PPARγ, and NTRK. This article provides a summary of these molecular alterations, commercially available molecular assays, and general considerations for thyroid epithelial malignancies and benign thyroid nodules.
Collapse
Affiliation(s)
- Valarie McMurtry
- Department of Pathology, University of Utah, Salt Lake City, Utah, USA.,ARUP Institute for Experimental Pathology, Salt Lake City, Utah, USA
| | - Sule Canberk
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal.,Institute of Molecular Pathology and Immunology of the University of Porto (Ipatimup), Porto, Portugal.,Abel Salazar Biomedical Sciences Institute (ICBAS), University of Porto, Porto, Portugal
| | - Georgios Deftereos
- Department of Pathology, University of Utah, Salt Lake City, Utah, USA.,ARUP Institute for Experimental Pathology, Salt Lake City, Utah, USA
| |
Collapse
|
9
|
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.
Collapse
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,
| |
Collapse
|
10
|
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.
Collapse
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
| |
Collapse
|
11
|
Williams MD. Preoperative Molecular Testing of Thyroid Nodules: Current Concepts. Neuroimaging Clin N Am 2021; 31:301-312. [PMID: 34243865 DOI: 10.1016/j.nic.2021.04.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Robust molecular testing is commercially available for adjuvant assessment of cytologically indeterminate thyroid nodules. Testing has been developed and optimized for fine needle aspiration biopsy collections of thyroid nodules typically under ultrasound evaluation. These assays use a combination of gene expression and/or DNA and RNA assessments for molecular alterations to stratify indeterminate thyroid nodules as benign with risk level similar to benign cytologic read or suspicious with increased risk of malignancy. Guidelines for when to consider adjuvant molecular testing will be discussed.
Collapse
Affiliation(s)
- Michelle D Williams
- Department of Pathology, University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 085, Houston, TX 77030, USA.
| |
Collapse
|
12
|
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.
Collapse
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
| |
Collapse
|
13
|
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
| |
Collapse
|
14
|
Tabatabaeian H, Peiling Yang S, Tay Y. Non-Coding RNAs: Uncharted Mediators of Thyroid Cancer Pathogenesis. Cancers (Basel) 2020; 12:E3264. [PMID: 33158279 PMCID: PMC7694276 DOI: 10.3390/cancers12113264] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 10/30/2020] [Accepted: 11/02/2020] [Indexed: 12/24/2022] Open
Abstract
Thyroid cancer is the most prevalent malignancy of the endocrine system and the ninth most common cancer globally. Despite the advances in the management of thyroid cancer, there are critical issues with the diagnosis and treatment of thyroid cancer that result in the poor overall survival of undifferentiated and metastatic thyroid cancer patients. Recent studies have revealed the role of different non-coding RNAs (ncRNAs), such as microRNAs (miRNAs), long non-coding RNAs (lncRNAs) and circular RNAs (circRNAs) that are dysregulated during thyroid cancer development or the acquisition of resistance to therapeutics, and may play key roles in treatment failure and poor prognosis of the thyroid cancer patients. Here, we systematically review the emerging roles and molecular mechanisms of ncRNAs that regulate thyroid tumorigenesis and drug response. We then propose the potential clinical implications of ncRNAs as novel diagnostic and prognostic biomarkers for thyroid cancer.
Collapse
Affiliation(s)
- Hossein Tabatabaeian
- Cancer Science Institute of Singapore, National University of Singapore, Singapore 117599, Singapore;
| | - Samantha Peiling Yang
- Endocrinology Division, Department of Medicine, National University Hospital, Singapore 119228, Singapore
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
| | - Yvonne Tay
- Cancer Science Institute of Singapore, National University of Singapore, Singapore 117599, Singapore;
- Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
| |
Collapse
|
15
|
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.
Collapse
Affiliation(s)
- Olga Karapanou
- 401Hellenic Army General Military Hospital of Athens, Athens, Greece -
| |
Collapse
|
16
|
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.
Collapse
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
| |
Collapse
|
17
|
Franco AT, Labourier E, Ablordeppey KK, Surrey LF, Mostoufi-Moab S, Isaza A, Adzick NS, Kazahaya K, Kumar G, Bauer AJ. miRNA expression can classify pediatric thyroid lesions and increases the diagnostic yield of mutation testing. Pediatr Blood Cancer 2020; 67:e28276. [PMID: 32196952 DOI: 10.1002/pbc.28276] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 02/27/2020] [Accepted: 02/28/2020] [Indexed: 11/10/2022]
Abstract
BACKGROUND Genetic alterations in multiple cell signaling pathways are involved in the molecular pathogenesis of thyroid cancer. Oncogene mutation testing and gene-expression profiling are routinely used for the preoperative risk management of adult thyroid nodules. In this study, we evaluated the potential value of miRNA biomarkers for the classification of pediatric thyroid lesions. PROCEDURE Double-blind case-control study with 113 resected pediatric lesions: 66 malignant and 47 benign. Quantitative and qualitative molecular data generated with a 10-miRNA expression panel (ThyraMIR) and a next-generation sequencing oncogene panel (ThyGeNEXT) were compared with clinicopathological parameters. RESULTS miRNAs were differentially expressed in benign versus malignant tumors with distinct expression patterns in different histopathology categories. The 10-miRNA classifier identified 39 (59%) malignant lesions with 100% specificity. A positive classifier score was associated with lymph node metastasis, extrathyroidal extension and intrathyroidal spread. Genetic alterations associated with increased risk for malignancy were detected in 35 (53%) malignant cases, 20 positive for point mutations in BRAF, HRAS, KRAS, NRAS, PIK3CA, or TERT and 15 positive for gene rearrangements involving ALK, NTRK3, PPARG, or RET. The 10-miRNA classifier correctly identified 11 mutation-negative malignant cases. The performance of the combined molecular test was 70% sensitivity and 96% specificity with an area under the curve of 0.924. CONCLUSIONS These data suggest that the regulatory miRNA pathways underlying thyroid tumorigenesis are similar in adults and children. miRNA expression can identify malignant lesions with high specificity, augment the diagnostic yield of mutation testing, and improve the molecular classification of pediatric thyroid nodules.
Collapse
Affiliation(s)
- Aime T Franco
- Division of Endocrinology and Diabetes, Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | | | | | - Lea F Surrey
- Division of Anatomic Pathology and Genomic Diagnostics, Department of Pathology and Laboratory Medicine, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Sogol Mostoufi-Moab
- Division of Endocrinology and Diabetes, Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.,Division of Oncology, Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Amber Isaza
- Division of Endocrinology and Diabetes, Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - N Scott Adzick
- Department of Surgery, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Ken Kazahaya
- Department of Otorhinolaryngology: Head and Neck Surgery, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.,Department of Otorhinolaryngology/Head and Neck Surgery, University of Pennsylvania, Philadelphia, Pennsylvania
| | | | - Andrew J Bauer
- Division of Endocrinology and Diabetes, Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| |
Collapse
|
18
|
Rao SN, Bernet V. Indeterminate thyroid nodules in the era of molecular genomics. Mol Genet Genomic Med 2020; 8:e1288. [PMID: 32436637 PMCID: PMC7503096 DOI: 10.1002/mgg3.1288] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 03/02/2020] [Indexed: 01/21/2023] Open
Abstract
Background Indeterminate thyroid nodules are diagnosed in up to 30% of fine‐needle aspirations and the risk of malignancy in these cases are highly variable. Consequently, managing these nodules has been a challenge. While a diagnostic thyroidectomy would help clarify the pathology, there is the risk of developing surgical‐related complications for a procedure that may not have been necessary and associated high costs. Genomic testing of indeterminate thyroid nodules may help better guide management. Methods We present an unbiased comprehensive review of available molecular testing for classifying indeterminate thyroid nodules, as well as their strengths and limitations, with the objective to allow practitioners to choose the best testing modality for their patients. Results Molecular testing of these nodules provided a platform to help distinguish benign versus malignant nodules, providing more confidence to rule in or rule out the likelihood of thyroid cancer in indeterminate nodules. Conclusion Genomic testing has evolved to more comprehensive panels to better stratify indeterminate nodules, including Hürthle cell neoplasms and noninvasive follicular neoplasm with papillary‐like nuclear features. Understanding the methodology of each available test improves patient care and reduces unnecessary costs.
Collapse
Affiliation(s)
- Sarika N Rao
- Division of Endocrinology, Mayo Clinic, Jacksonville, FL, USA
| | - Victor Bernet
- Division of Endocrinology, Mayo Clinic, Jacksonville, FL, USA
| |
Collapse
|
19
|
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.
Collapse
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
| |
Collapse
|
20
|
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.
Collapse
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
| | | |
Collapse
|