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Morand GB, Tessler I, Thurnheer SE, Payne KE, Noik M, Krasner J, Yamin T, Pusztaszeri MP, Payne RJ, Avior G. Molecular alteration patterns predict tumor behavior in papillary thyroid carcinoma independent of tumor size: insights from an international multicenter retrospective study. Thyroid Res 2025; 18:14. [PMID: 40197309 PMCID: PMC11978079 DOI: 10.1186/s13044-025-00231-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2024] [Accepted: 02/12/2025] [Indexed: 04/10/2025] Open
Abstract
BACKGROUND Molecular testing is a well-established tool that assists in the management of thyroid nodules and allows classification in distinct molecular alteration patterns: BRAF-like, RAS-like and non-BRAF-non-RAS (NBNR). Yet classical TNM classification and ATA guidelines currently rely on tumor size for risk stratification. In this study, we compared tumor behavior according to molecular alteration patterns versus tumor size. METHODS Retrospective multicenter multinational study of thyroid nodules that underwent preoperative molecular profiling with ThyGenX/ThyGeNEXT or ThyroSeq V3 between 2015 and 2022. Clinical characteristics, including demographics, cytology results, tumor size, surgical pathology, and molecular alterations, were analyzed. RESULTS The study included 718 patients who underwent surgery for papillary thyroid cancer, with a majority of 556 (77.4%) being female. The distribution of molecular alteration patterns was as follows: BRAF-like in 227 (31.6%), RAS-like in 171 (23.8%), NBNR in 59 (8.2%), BRAF/RAS overlap 8 (1.1%) and no detectable mutation in 224 (31.2%) cases. The median tumor size was 15 mm (IQR 10-24). Extrathyroidal extension (ETE) was observed in 6.2% of cases with gross ETE and 5.6% with minimal ETE. Notably, nodules with BRAF-like molecular alterations were more likely to exhibit ETE compared to those with RAS-like or NBNR alterations (P < 0.001). There was no significant correlation between ETE and median tumor size (P > 0.05). CONCLUSION Molecular testing of thyroid nodules provides a more accurate prediction of tumor behavior compared to tumor size alone. These findings suggest that future staging systems could benefit from incorporating molecular alteration patterns into their algorithms.
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Affiliation(s)
- Grégoire B Morand
- Department of Otolaryngology - Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Cote Ste Catherine Road, Montreal, Canada.
- University Hospital Zurich, Zurich, Switzerland.
- University of Zurich, Zurich, Switzerland.
| | - Idit Tessler
- Department of Otolaryngology - Head and Neck Surgery, Sheba Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | | | - Kayla E Payne
- Faculty of Arts, Mcgill University, Montreal, Canada
- Department of Internal Medicine, University of Miami, Miami, USA
| | - Maxine Noik
- Faculty of Sciences, Mcgill University, Montreal, Canada
| | - Josh Krasner
- Faculty of Sciences, Mcgill University, Montreal, Canada
| | - Tzahi Yamin
- Department of Otolaryngology - Head and Neck Surgery, Sheba Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | - Marc P Pusztaszeri
- Department of Pathology, Jewish General Hospital, McGill University, Montreal, Canada
| | - Richard J Payne
- Department of Otolaryngology - Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Cote Ste Catherine Road, Montreal, Canada
| | - Galit Avior
- Department of Otolaryngology - Head and Neck Surgery, Sheba Medical Center, Technion University, Tel-Aviv, Israel
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Cooper WA, Amanuel B, Cooper C, Fox SB, Graftdyk JWA, Jessup P, Klebe S, Lam WS, Leong TYM, Lwin Z, Roberts-Thomson R, Solomon BJ, Tay RY, Trowman R, Wale JL, Pavlakis N. Molecular testing of lung cancer in Australia: consensus best practice recommendations from the Royal College of Pathologists of Australasia in collaboration with the Thoracic Oncology Group of Australasia. Pathology 2025:S0031-3025(25)00066-2. [PMID: 40102144 DOI: 10.1016/j.pathol.2025.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Revised: 02/07/2025] [Accepted: 02/09/2025] [Indexed: 03/20/2025]
Abstract
Molecular testing plays a critical role in guiding optimal treatment decisions for lung cancer patients across a variety of clinical settings. While guidelines for biomarker testing exist in other jurisdictions, to date no best practice guidelines have been developed for the Australian setting. To address this need, the Royal College of Pathologists of Australasia collaborated with the Thoracic Oncology Group of Australasia to identify state-based pathologists, oncologists and consumer representatives to develop consensus best practice recommendations. Sixteen recommendations were established encompassing appropriate biomarkers, lung cancer subtype, tumour stage, specimen types, assay selection and quality assurance protocols that can inform and standardise best practice in molecular testing of lung cancer. These multidisciplinary evidence-based recommendations are designed to standardise and enhance molecular testing practices for lung cancers and should help ensure laboratories provide high-quality molecular testing of lung cancer for all Australians, including those from regional or remote communities.
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Affiliation(s)
- Wendy A Cooper
- Department of Tissue Pathology and Diagnostic Oncology, NSW Health Pathology, Royal Prince Alfred Hospital, Sydney, NSW, Australia; Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia; School of Medicine, Western Sydney University, Sydney, NSW, Australia.
| | - Benhur Amanuel
- Anatomical Pathology, PathWest, WA, Australia; School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia; School of Pathology and Laboratory Medicine, University of Western Australia, Crawley, WA, Australia
| | - Caroline Cooper
- Anatomical Pathology, Pathology Queensland, Princess Alexandra Hospital, Woolloongabba, Qld, Australia; Faculty of Medicine, The University of Queensland, St Lucia, Qld, Australia
| | - Stephen B Fox
- Pathology, Peter MacCallum Cancer Centre, Parkville, Melbourne, Vic, Australia; Sir Peter MacCallum Department of Oncology and the Collaborative Centre for Genomic Cancer Medicine, University of Melbourne, Parkville, Vic, Australia
| | | | - Peter Jessup
- Anatomical Pathology, Royal Hobart Hospital, Hobart, Tas, Australia
| | - Sonja Klebe
- Anatomical Pathology, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia; SA Pathology, Adelaide, SA, Australia
| | - Wei-Sen Lam
- Department of Medical Oncology, Fiona Stanley Hospital, Perth, WA, Australia; WA Regional Clinical Trial Coordinating Centre, WA Country Health Service, WA, Australia
| | - Trishe Y-M Leong
- Anatomical Pathology, Melbourne Pathology, Sonic Healthcare, Melbourne, Vic, Australia; Department of Clinical Pathology, University of Melbourne, Melbourne, Vic, Australia
| | - Zarnie Lwin
- Cancer Care Services, Royal Brisbane and Women's Hospital, Herston, Qld, Australia; The Prince Charles Hospital, University of Queensland, Chermside, Qld, Australia
| | | | - Benjamin J Solomon
- Sir Peter MacCallum Department of Oncology and the Collaborative Centre for Genomic Cancer Medicine, University of Melbourne, Parkville, Vic, Australia; Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Vic, Australia
| | - Rebecca Y Tay
- Department of Medical Oncology, Royal Hobart Hospital. Hobart, Tas, Australia
| | - Rebecca Trowman
- Independent Health Technology Assessment Specialist, Perth, WA, Australia
| | - Janney L Wale
- Independent Consumer Advocate, Melbourne, Vic, Australia; Chair of the RCPA Community Advisory Committee, Sydney, NSW, Australia
| | - Nick Pavlakis
- Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia; Department of Medical Oncology, Royal North Shore Hospital, St Leonards, NSW, Australia; The Thoracic Oncology Group of Australasia, Thornbury, Vic, Australia
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Tumati A, Marshall TE, Greenspun B, Chen Z, Azar SA, Keutgen XM, Laird AM, Beninato T, Zarnegar R, Fahey TJ, Finnerty BM. Evaluating the clinical performance of an updated microRNA classifier in indeterminate and RAS-mutated thyroid nodule management: A multi-institutional study. Surgery 2025; 177:108833. [PMID: 39394019 DOI: 10.1016/j.surg.2024.07.076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 06/29/2024] [Accepted: 07/14/2024] [Indexed: 10/13/2024]
Abstract
BACKGROUND Integrating microRNA markers with next-generation sequencing panels may enhance risk assessment of cytologically indeterminate thyroid nodules. The ThyGeNEXT-ThyraMIRv1 multiplatform test version 1 demonstrated limited utility in risk-stratifying RAS-mutated indeterminate thyroid nodules. We sought to validate the updated ThyraMIRv2 platform in clinical practice. METHODS ThyGeNEXT/ThyraMIRv2, a 3-tiered microRNA classifier, were evaluated using a previously studied multi-institutional cohort of Bethesda III/IV nodules, with positive results having risk of malignancy ≥10%. In addition, ThyraMIRv2's clinical utility in RAS-mutated indeterminate thyroid nodules was assessed. RESULTS In 366 indeterminate thyroid nodules, ThyraMIRv2 platform yielded a 30.3% positive-call rate. ThyraMIRv2 platform + nodules had greater operative rates (63.9% vs 36.1%, P < .0001) and cancer/noninvasive follicular thyroid neoplasm with papillary-like nuclear features diagnosis (65.9% vs 25.0%, P < .0001) than ThyraMIRv2 platform nodules. Compared with multiplatform test version 1, ThyraMIRv2 platform's diagnostic testing parameters did not improve significantly. Among 68 RAS-mutated nodules, ThyraMIRv2 classified 36.8%, 55.9%, and 7.4% as positive, moderate, and negative, respectively. All moderate nodules had risk of malignancy ≥10% and were combined with the positive cohort. No significant differences existed in operative rate (81.0% vs 60.0%, P = .272) or cancer/noninvasive follicular thyroid neoplasm with papillary-like nuclear features diagnosis (47.6% vs 40.0%, P > .999) between RAS-mutated positive/moderate and negative groups. For RAS-mutated nodules, ThyraMIRv2 demonstrated improved sensitivity (93.8% vs 64.7, P = .003) and decreased specificity (4.5% vs 34.8%, P = .008) compared with ThyGeNEXT-ThyraMIRv1 multiplatform test version 1, with comparable negative predictive value (33.3% vs 40.0%, P = .731) and positive predictive value (58.8% vs 59.5%, P = .864). CONCLUSION ThyraMIRv2 platform does not improve indeterminate thyroid nodule malignancy stratification compared to ThyGeNEXT-ThyraMIRv1 multiplatform test version 1. ThyraMIRv2 improves malignant RAS-mutated nodule detection but increases false positives. Future studies encompassing a larger cohort of RAS-mutated with surgical pathology results are warranted to better characterize the performance parameters of this classifier.
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Affiliation(s)
- Abhinay Tumati
- Department of Surgery, Weill Cornell Medicine, New York, NY.
| | - Teagan E Marshall
- Department of Surgery, Weill Cornell Medicine, New York, NY. https://twitter.com/TeaganEMarshall
| | | | - Zhengming Chen
- Division of Biostatistics, Department of Population Health Sciences, Weill Cornell Medicine, New York, NY
| | - Sara Abou Azar
- Section of Endocrine Surgery, Department of Surgery, The University of Chicago Medicine, Chicago, IL. https://twitter.com/SaraAbouAzar
| | - Xavier M Keutgen
- Section of Endocrine Surgery, Department of 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
| | - Brendan M Finnerty
- Department of Surgery, Weill Cornell Medicine, New York, NY. https://twitter.com/FinnertyMD
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Denti V, Greco A, Alviano AM, Capitoli G, Monza N, Smith A, Pilla D, Maggioni A, Ivanova M, Venetis K, Maffini F, Garancini M, Pincelli AI, Galimberti S, Magni F, Fusco N, L'Imperio V, Pagni F. Spatially Resolved Molecular Characterization of Noninvasive Follicular Thyroid Neoplasms with Papillary-like Nuclear Features (NIFTPs) Identifies a Distinct Proteomic Signature Associated with RAS-Mutant Lesions. Int J Mol Sci 2024; 25:13115. [PMID: 39684824 DOI: 10.3390/ijms252313115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Revised: 11/23/2024] [Accepted: 12/04/2024] [Indexed: 12/18/2024] Open
Abstract
Follicular-patterned thyroid neoplasms comprise a diverse group of lesions that pose significant challenges in terms of differential diagnosis based solely on morphologic and genetic features. Thus, the identification of easily testable biomarkers complementing microscopic and genetic analyses is a highly anticipated advancement that could improve diagnostic accuracy, particularly for noninvasive follicular thyroid neoplasms with papillary-like nuclear features (NIFTPs). These tumors exhibit considerable morphological and molecular heterogeneity, which may complicate their distinction from structurally similar neoplasms, especially when genetic analyses reveal shared genomic alterations (e.g., RAS mutations). Here, we integrated next-generation sequencing (NGS) with matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI-MSI) to perform a proteogenomic analysis on 85 NIFTPs (n = 30 RAS-mutant [RAS-mut] and n = 55 RAS-wild type [RAS-wt]), with the aim to detect putative biomarkers of RAS-mut lesions. Through this combined approach, we identified four proteins that were significantly underexpressed in RAS-mut as compared to RAS-wt NIFTPs. These proteins could serve as readily accessible markers in morphologically borderline cases showing RAS mutations. Additionally, our findings may provide insights into the distinct pathogenic pathways through which RAS-mut and RAS-wt NIFTPs arise, highlighting the pivotal role of constitutive RAS-mitogen-activated protein kinase (MAPK) pathway activation in the development and progression of RAS-mut tumors.
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Affiliation(s)
- Vanna Denti
- Proteomics and Metabolomics Unit, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy
| | - Angela Greco
- Department of Medicine and Surgery, Pathology, Center of Digital Medicine, University of Milano-Bicocca, Fondazione IRCCS San Gerardo dei Tintori, Via Cadore 48, 20900 Monza, Italy
| | - Antonio Maria Alviano
- Department of Medicine and Surgery, Pathology, Center of Digital Medicine, University of Milano-Bicocca, Fondazione IRCCS San Gerardo dei Tintori, Via Cadore 48, 20900 Monza, Italy
| | - Giulia Capitoli
- Bicocca Bioinformatics Biostatistics and Bioimaging Research Centre-B4, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy
- Biostatistics and Clinical Epidemiology, Fondazione IRCCS San Gerardo dei Tintori, 20900 Monza, Italy
| | - Nicole Monza
- Proteomics and Metabolomics Unit, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy
| | - Andrew Smith
- Proteomics and Metabolomics Unit, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy
| | - Daniela Pilla
- Department of Medicine and Surgery, Pathology, Center of Digital Medicine, University of Milano-Bicocca, Fondazione IRCCS San Gerardo dei Tintori, Via Cadore 48, 20900 Monza, Italy
| | - Alice Maggioni
- Department of Medicine and Surgery, Pathology, Center of Digital Medicine, University of Milano-Bicocca, Fondazione IRCCS San Gerardo dei Tintori, Via Cadore 48, 20900 Monza, Italy
| | - Mariia Ivanova
- Department of Pathology and Laboratory Medicine, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Konstantinos Venetis
- Department of Pathology and Laboratory Medicine, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Fausto Maffini
- Department of Pathology and Laboratory Medicine, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | | | | | - Stefania Galimberti
- Bicocca Bioinformatics Biostatistics and Bioimaging Research Centre-B4, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy
- Biostatistics and Clinical Epidemiology, Fondazione IRCCS San Gerardo dei Tintori, 20900 Monza, Italy
| | - Fulvio Magni
- Proteomics and Metabolomics Unit, Department of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy
| | - Nicola Fusco
- Department of Pathology and Laboratory Medicine, European Institute of Oncology IRCCS, 20141 Milan, Italy
- Department of Oncology & Hemato-Oncology, University of Milan, 20122 Milan, Italy
| | - Vincenzo L'Imperio
- Department of Medicine and Surgery, Pathology, Center of Digital Medicine, University of Milano-Bicocca, Fondazione IRCCS San Gerardo dei Tintori, Via Cadore 48, 20900 Monza, Italy
| | - Fabio Pagni
- Department of Medicine and Surgery, Pathology, Center of Digital Medicine, University of Milano-Bicocca, Fondazione IRCCS San Gerardo dei Tintori, Via Cadore 48, 20900 Monza, Italy
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5
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Belaiche A, Morand GB, Turkdogan S, Kang ES, Forest VI, Pusztaszeri MP, Hier MP, Mlynarek AM, Richardson K, Sadeghi N, Mascarella MA, Da Silva SD, Payne RJ. Molecular Markers in Follicular and Oncocytic Thyroid Carcinomas: Clinical Application of Molecular Genetic Testing. Curr Oncol 2024; 31:5919-5928. [PMID: 39451745 PMCID: PMC11506192 DOI: 10.3390/curroncol31100441] [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: 09/02/2024] [Revised: 09/26/2024] [Accepted: 09/27/2024] [Indexed: 10/26/2024] Open
Abstract
BACKGROUND Oncocytic thyroid carcinoma (OTC) was previously considered a variant of follicular thyroid carcinoma (FTC) but has recently been reclassified as a separate form of thyroid cancer. This study aimed to demonstrate that FTC and OTC are fundamentally distinct entities that can potentially be differentiated preoperatively through cytology and/or molecular testing. METHODS A retrospective chart review of patients diagnosed with FTC and OTC operated upon at two university health centers from January 2016 to September 2023 (n = 3219) was conducted. Molecular testing results were correlated with histopathologic diagnosis. RESULTS Fifty patients met the inclusion criteria. FTC was identified in 27 (54.0%) patients, and OTC in 23 (46.0%) patients. Patients with OTC were older (61.8 years) than FTC patients (51.2 years) (p = 0.013). Moreover, aggressive tumors were found in 39.1% (9/23) of OTCs compared to 11.1% (3/27) of FTCs (p = 0.021). Amongst Bethesda category III and IV nodules, 17 out of 20 (85.0%) OTC cytology reports demonstrated an oncocytic subtype compared to only 5 out of 24 FTC cytology reports (20.8%) (p = 0.002). On molecular testing, the EIF1AX alteration was exclusively present in OTCs while the PAX8/PPARy and PTEN alterations were exclusively found in FTCs. Copy number alterations (CNAs) were found to be more prevalent in OTC (66.7%) compared to FTC (33.3%), and they were not indicative of tumor aggressiveness. Within the OTC group, all three patients who had a TP53 alteration were diagnosed with aggressive cancer. Lastly, the OTCs exhibited a higher frequency of multiple alterations on molecular testing (66.7%) compared to FTCs (33.3%). CONCLUSION To our knowledge, this is the largest study to date comparing the clinical application of abnormalities found on molecular testing for FTC and OTC. It further demonstrates the distinct clinicopathological and molecular characteristics of OTC.
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Affiliation(s)
- Alicia Belaiche
- Faculty of Medicine, McGill University, Montreal, QC H3G 2M1, Canada; (A.B.)
| | - Grégoire B. Morand
- Department of Otolaryngology—Head and Neck Surgery, McGill University, Jewish General Hospital, Montreal, QC H3T 1E2, Canada (S.T.)
- Department of Otorhinolaryngology—Head and Neck Surgery, University Hospital Zurich, 8091 Zurich, Switzerland
- Faculty of Medicine, University of Zurich, 8006 Zurich, Switzerland
| | - Sena Turkdogan
- Department of Otolaryngology—Head and Neck Surgery, McGill University, Jewish General Hospital, Montreal, QC H3T 1E2, Canada (S.T.)
- Department of Otolaryngology—Head and Neck Surgery, McGill University, Royal Victoria Hospital, Montreal, QC H4A 3J1, Canada
| | | | - Véronique-Isabelle Forest
- Department of Otolaryngology—Head and Neck Surgery, McGill University, Jewish General Hospital, Montreal, QC H3T 1E2, Canada (S.T.)
| | - Marc P. Pusztaszeri
- Department of Pathology, McGill University, Jewish General Hospital, Montreal, QC H3T 1E2, Canada
| | - Michael P. Hier
- Department of Otolaryngology—Head and Neck Surgery, McGill University, Jewish General Hospital, Montreal, QC H3T 1E2, Canada (S.T.)
| | - Alex M. Mlynarek
- Department of Otolaryngology—Head and Neck Surgery, McGill University, Jewish General Hospital, Montreal, QC H3T 1E2, Canada (S.T.)
| | - Keith Richardson
- Department of Otolaryngology—Head and Neck Surgery, McGill University, Royal Victoria Hospital, Montreal, QC H4A 3J1, Canada
| | - Nader Sadeghi
- Department of Otolaryngology—Head and Neck Surgery, McGill University, Royal Victoria Hospital, Montreal, QC H4A 3J1, Canada
| | - Marco A. Mascarella
- Department of Otolaryngology—Head and Neck Surgery, McGill University, Jewish General Hospital, Montreal, QC H3T 1E2, Canada (S.T.)
- Department of Otolaryngology—Head and Neck Surgery, McGill University, Royal Victoria Hospital, Montreal, QC H4A 3J1, Canada
| | - Sabrina D. Da Silva
- Department of Otolaryngology—Head and Neck Surgery, McGill University, Jewish General Hospital, Montreal, QC H3T 1E2, Canada (S.T.)
| | - Richard J. Payne
- Department of Otolaryngology—Head and Neck Surgery, McGill University, Jewish General Hospital, Montreal, QC H3T 1E2, Canada (S.T.)
- Department of Otolaryngology—Head and Neck Surgery, McGill University, Royal Victoria Hospital, Montreal, QC H4A 3J1, Canada
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6
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Morand GB, Tessler I, Noik M, Krasner J, Yamin T, Pusztaszeri MP, Avior G, Payne RJ. Molecular Profiling for Bethesda III to VI Nodules: Results of a Multicenter International Retrospective Study. Endocr Pract 2024; 30:319-326. [PMID: 38184241 DOI: 10.1016/j.eprac.2024.01.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 12/26/2023] [Accepted: 01/02/2024] [Indexed: 01/08/2024]
Abstract
OBJECTIVE Molecular testing is a well-established tool that assists in the management of thyroid nodules. We describe our experience using molecular testing of thyroid nodules with Bethesda III to VI cytology. METHODS This is a retrospective multicenter, multinational study of thyroid nodules that underwent preoperative molecular profiling with ThyGenX/ThyGeNEXT or ThyroSeq V3 between 2015 and 2022. The clinical characteristics and mutational profiles of tumors were compared. Collected data included demographics, cytology results, surgical pathology, and molecular alterations. Molecular alterations were categorized into 3 main phenotypes: BRAF-like, RAS-like, and non-BRAF-non-RAS (NBNR). RESULTS Overall, 784 patients who had surgery were included, of which 603 (76.2%) were females. The most common histologic type was papillary thyroid cancer (PTC) with 727 (91.9%) cases. In total, 205 (28.2%) cases showed an aggressive subtype of PTC (eg, tall cell and hobnail). BRAF-like alterations were most likely to be found in Bethesda V and VI nodules and show extrathyroidal extension (ETE), nodal disease, and/or aggressive subtypes of PTC (P < .001 for all). RAS-like alterations were more commonly found in Bethesda III and IV nodules and were less likely to show ETE, nodal disease, and/or aggressive histology (P < .001 for all). NBNR alterations were more commonly found in Bethesda III and IV nodules and were less likely to show ETE, nodal disease, and/or aggressive subtypes of PTC. However, they were rarely but significantly associated with poorly differentiated thyroid cancer (P < .005). CONCLUSION Molecular testing of thyroid nodules can help determine the likelihood of malignancy and classify nodules into several tumor phenotypes, predicting their behaviors and potentially allowing for a more tailored treatment. NBNR alterations should be managed with caution.
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Affiliation(s)
- Grégoire B Morand
- Department of Otolaryngology - Head and Neck Surgery, Jewish General Hospital, McGill University, Montreal, Quebec, Canada; Department of Otorhinolaryngology - Head and Neck Surgery, Luzerner Kantonsspital, Lucerne, Switzerland; Department of Otorhinolaryngology - Head and Neck Surgery, University Hospital Zurich, Zurich, Switzerland; Faculty of Medicine, University of Zurich, Zurich, Switzerland.
| | - Idit Tessler
- Department of Otolaryngology - Head and Neck Surgery, Sheba Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | - Maxine Noik
- Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Josh Krasner
- Department of Otolaryngology - Head and Neck Surgery, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - Tzahi Yamin
- Department of Otolaryngology - Head and Neck Surgery, Sheba Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | - Marc P Pusztaszeri
- Department of Pathology, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - Galit Avior
- Department of Otolaryngology - Head and Neck Surgery, Sheba Medical Center, Technion University, Tel-Aviv, Israel
| | - Richard J Payne
- Department of Otolaryngology - Head and Neck Surgery, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
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7
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Timmaraju VA, Finkelstein SD, Levine JA. Analytical Validation of Loss of Heterozygosity and Mutation Detection in Pancreatic Fine-Needle Aspirates by Capillary Electrophoresis and Sanger Sequencing. Diagnostics (Basel) 2024; 14:514. [PMID: 38472986 DOI: 10.3390/diagnostics14050514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 02/15/2024] [Accepted: 02/23/2024] [Indexed: 03/14/2024] Open
Abstract
Pancreatic cystic disease, including duct dilation, represents precursor states towards the development of pancreatic cancer, a form of malignancy with relatively low incidence but high mortality. While most of these cysts (>85%) are benign, the remainder can progress over time, leading to malignant transformation, invasion, and metastasis. Cytologic diagnosis is challenging, limited by the paucity or complete absence of cells representative of cystic lesions and fibrosis. Molecular analysis of fluids collected from endoscopic-guided fine-needle aspiration of pancreatic cysts and dilated duct lesions can be used to evaluate the risk of progression to malignancy. The basis for the enhanced diagnostic utility of molecular approaches is the ability to interrogate cell-free nucleic acid of the cyst/duct and/or extracellular fluid. The allelic imbalances at tumor suppressor loci and the selective oncogenic drivers are used clinically to help differentiate benign stable pancreatic cysts from those progressing toward high-grade dysplasia. Methods are discussed and used to determine the efficacy for diagnostic implementation. Here, we report the analytical validation of methods to detect causally associated molecular changes integral to the pathogenesis of pancreatic cancer from pancreatic cyst fluids.
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Sura GH, Thrall MJ, Rogers J, Hodjat P, Christensen P, Cubb TD, Khadra HS, Thomas JS, Jacobi EM. A retrospective analysis of molecular testing in cytologically indeterminate thyroid nodules with histologic correlation: Experience at a heterogenous multihospital system. Diagn Cytopathol 2024; 52:82-92. [PMID: 37950548 DOI: 10.1002/dc.25250] [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: 08/10/2023] [Revised: 10/17/2023] [Accepted: 10/26/2023] [Indexed: 11/12/2023]
Abstract
INTRODUCTION Thyroid malignancy is one of the most common types of cancer in developed nations. Currently, fine-needle aspiration cytology (FNAC) is the most practical screening test for thyroid nodules. However, cytologically indeterminate samples comprise approximately 15%-30% of cases. These include cases classified as atypia of undetermined significance (AUS), follicular neoplasm (FN), and suspicious for malignancy (SFM). Indeterminate cases can be sent for molecular testing for more definitive classification to help guide management and prevent overtreatment of benign thyroid nodules. We conducted a retrospective review on molecular testing of indeterminate thyroid FNAC and reviewed subsequent histologic diagnoses in resection specimens to assess how molecular testing supported a diagnosis and its effect on clinical management of patients at our institution. METHODS A retrospective chart review was performed on all thyroid FNAC specimens, corresponding molecular testing, and subsequent surgical resection specimens over a 6-year period. RESULTS A total of 10,253 thyroid FNAC were performed in our hospital system during our study period, of which 10% (n = 1102/10,253) had indeterminate FNAC results. Molecular testing was performed in 16% (n = 178/1102) of indeterminate cytology cases. Genetic alterations were identified in 39% (n = 69/178) of the cases sent for molecular testing. The majority of cytologically indeterminate cases sent for molecular testing were follicular-patterned lesions and their corresponding resection specimens revealed mostly low grade follicular derived neoplasms (i.e., follicular adenoma, non-invasive follicular thyroid neoplasm with papillary-like nuclear features, and follicular variant of papillary thyroid carcinoma). Of the cases with identified genetic alterations, 75% (n = 52/69) were treated surgically. In cases with no genetic alterations identified, only 18% (n = 20/109) were treated surgically. DISCUSSION/CONCLUSION Molecular testing on cytologically indeterminate thyroid nodules can help provide a more accurate risk of malignancy assessment in patients with lesions that are difficult to diagnosis based solely on FNAC morphology. The types of genetic alterations identified in the resected thyroid lesions were consistent with what has been previously described in the literature. Additionally, we found that in the patients with indeterminate thyroid FNAC with adjunct molecular testing, more than half did not undergo surgical resection. This finding emphasizes the value of adding molecular testing in patients, particularly when attempting to reduce unnecessary surgical intervention.
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Affiliation(s)
- Gloria H Sura
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, Texas, USA
- Department of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Michael J Thrall
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, Texas, USA
| | - John Rogers
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, Texas, USA
| | - Parsa Hodjat
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, Texas, USA
| | - Paul Christensen
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, Texas, USA
| | - Trisha D Cubb
- Department of Endocrinology, Houston Methodist Hospital, Houston, Texas, USA
| | - Helmi S Khadra
- Department of Surgery, Houston Methodist Hospital, Houston, Texas, USA
| | - Jessica S Thomas
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, Texas, USA
| | - Elizabeth M Jacobi
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, Texas, USA
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9
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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.
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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.
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10
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Morand GB, Tessler I, Krasner J, Pusztaszeri MP, Yamin T, Gecel NA, Avior G, Payne RJ. Investigation of genetic sex-specific molecular profile in well-differentiated thyroid cancer: Is there a difference between females and males? Clin Otolaryngol 2023; 48:748-755. [PMID: 37212457 DOI: 10.1111/coa.14075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 03/28/2023] [Accepted: 05/01/2023] [Indexed: 05/23/2023]
Abstract
BACKGROUND Although more common in females, thyroid cancer is deemed to be more aggressive in males. The reasons for sex disparities in thyroid cancer are not well understood. We hypothesised that differences in molecular mutations between females and males contribute to this phenomenon. METHODS Retrospective multicentre multinational study of thyroid nodules that underwent preoperative molecular profiling between 2015 and 2022. The clinical characteristics and mutational profiles of tumours in female and male patients were compared. Collected data included demographics, cytology results, surgical pathology, and molecular alterations. RESULTS A total of 738 patients were included of which 571 (77.4%) were females. The extrathyroidal extension was more common in malignancies in males (chi-squared, p = 0.028). The rate of point mutations and gene fusions were similar in both sex groups (p > 0.05 for all mutations). Patients with nodules with BRAFV600E mutations were significantly younger than BRAF wild-type nodule patients (t-test, p = 0.0001). Conversely, patients with TERT promoter mutations were significantly older than patients with wild-type TERT (t-test, p < 0.0001). For patients harbouring both BRAFV600E and TERT mutations, the difference in age at presentation was significantly different in females (t-test, p = 0.009) but not in males (t-test, p = 0.433). Among females, patients with BRAFV600E and TERT mutations were significantly older than their wild-type or single-mutation counterpart (t-test, p = 0.003). CONCLUSION The absolute rate of molecular mutations was similar in females and males. We found that extrathyroidal extension was more common in males. Moreover, BRAFV600E and TERT mutations occur at a younger age in males than in females. These two findings are factors that may explain the tendency of more aggressive disease in males.
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Affiliation(s)
- Grégoire B Morand
- Department of Otolaryngology-Head and Neck Surgery, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
- Department of Otorhinolaryngology-Head and Neck Surgery, Luzerner Kantonsspital, Lucerne, Switzerland
- University of Zurich, Zurich, Switzerland
| | - Idit Tessler
- Department of Otolaryngology-Head and Neck Surgery, Sheba Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | - Josh Krasner
- Department of Otolaryngology-Head and Neck Surgery, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - Marc P Pusztaszeri
- Department of Pathology, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - Tzahi Yamin
- Department of Otolaryngology-Head and Neck Surgery, Sheba Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | - Nir A Gecel
- Department of Otolaryngology-Head and Neck Surgery, Sheba Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | - Galit Avior
- Department of Otolaryngology-Head and Neck Surgery, Sheba Medical Center, Technion University, Tel-Aviv, Israel
| | - Richard J Payne
- Department of Otolaryngology-Head and Neck Surgery, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
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11
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Toro-Tobon D, Loor-Torres R, Duran M, Fan JW, Singh Ospina N, Wu Y, Brito JP. Artificial Intelligence in Thyroidology: A Narrative Review of the Current Applications, Associated Challenges, and Future Directions. Thyroid 2023; 33:903-917. [PMID: 37279303 PMCID: PMC10440669 DOI: 10.1089/thy.2023.0132] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Background: The use of artificial intelligence (AI) in health care has grown exponentially with the promise of facilitating biomedical research and enhancing diagnosis, treatment, monitoring, disease prevention, and health care delivery. We aim to examine the current state, limitations, and future directions of AI in thyroidology. Summary: AI has been explored in thyroidology since the 1990s, and currently, there is an increasing interest in applying AI to improve the care of patients with thyroid nodules (TNODs), thyroid cancer, and functional or autoimmune thyroid disease. These applications aim to automate processes, improve the accuracy and consistency of diagnosis, personalize treatment, decrease the burden for health care professionals, improve access to specialized care in areas lacking expertise, deepen the understanding of subtle pathophysiologic patterns, and accelerate the learning curve of less experienced clinicians. There are promising results for many of these applications. Yet, most are in the validation or early clinical evaluation stages. Only a few are currently adopted for risk stratification of TNODs by ultrasound and determination of the malignant nature of indeterminate TNODs by molecular testing. Challenges of the currently available AI applications include the lack of prospective and multicenter validations and utility studies, small and low diversity of training data sets, differences in data sources, lack of explainability, unclear clinical impact, inadequate stakeholder engagement, and inability to use outside of the research setting, which might limit the value of their future adoption. Conclusions: AI has the potential to improve many aspects of thyroidology; however, addressing the limitations affecting the suitability of AI interventions in thyroidology is a prerequisite to ensure that AI provides added value for patients with thyroid disease.
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Affiliation(s)
- David Toro-Tobon
- Division of Endocrinology, Diabetes, Metabolism and Nutrition, Department of Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Ricardo Loor-Torres
- Division of Endocrinology, Diabetes, Metabolism and Nutrition, Department of Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Mayra Duran
- Division of Endocrinology, Diabetes, Metabolism and Nutrition, Department of Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Jungwei W. Fan
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, Minnesota, USA
| | - Naykky Singh Ospina
- Division of Endocrinology, Department of Medicine, University of Florida, Gainesville, Florida, USA
| | - Yonghui Wu
- Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, Florida, USA
| | - Juan P. Brito
- Division of Endocrinology, Diabetes, Metabolism and Nutrition, Department of Medicine, Mayo Clinic, Rochester, Minnesota, USA
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12
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Macvanin MT, Gluvic ZM, Zaric BL, Essack M, Gao X, Isenovic ER. New biomarkers: prospect for diagnosis and monitoring of thyroid disease. Front Endocrinol (Lausanne) 2023; 14:1218320. [PMID: 37547301 PMCID: PMC10401601 DOI: 10.3389/fendo.2023.1218320] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Accepted: 07/03/2023] [Indexed: 08/08/2023] Open
Abstract
After the metabolic syndrome and its components, thyroid disorders represent the most common endocrine disorders, with increasing prevalence in the last two decades. Thyroid dysfunctions are distinguished by hyperthyroidism, hypothyroidism, or inflammation (thyroiditis) of the thyroid gland, in addition to the presence of thyroid nodules that can be benign or malignant. Thyroid cancer is typically detected via an ultrasound (US)-guided fine-needle aspiration biopsy (FNAB) and cytological examination of the specimen. This approach has significant limitations due to the small sample size and inability to characterize follicular lesions adequately. Due to the rapid advancement of high-throughput molecular biology techniques, it is now possible to identify new biomarkers for thyroid neoplasms that can supplement traditional imaging modalities in postoperative surveillance and aid in the preoperative cytology examination of indeterminate or follicular lesions. Here, we review current knowledge regarding biomarkers that have been reliable in detecting thyroid neoplasms, making them valuable tools for assessing the efficacy of surgical procedures or adjunctive treatment after surgery. We are particularly interested in providing an up-to-date and systematic review of emerging biomarkers, such as mRNA and non-coding RNAs, that can potentially detect thyroid neoplasms in clinical settings. We discuss evidence for miRNA, lncRNA and circRNA dysregulation in several thyroid neoplasms and assess their potential for use as diagnostic and prognostic biomarkers.
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Affiliation(s)
- Mirjana T. Macvanin
- Department of Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences - National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Serbia
| | - Zoran M. Gluvic
- Clinic for Internal Medicine, Department of Endocrinology and Diabetes, Zemun Clinical Hospital, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Bozidarka L. Zaric
- Department of Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences - National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Serbia
| | - Magbubah Essack
- Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division (CEMSE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- Computational Bioscience Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Xin Gao
- Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division (CEMSE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- Computational Bioscience Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Esma R. Isenovic
- Department of Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences - National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Serbia
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13
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Recent advances in biosensors and sequencing technologies for the detection of mutations. Microchem J 2023. [DOI: 10.1016/j.microc.2022.108306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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14
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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.
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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
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15
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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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16
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Pusztaszeri MP, Florianova L, Payne R, Baloch ZW. Spindle cell variant of follicular thyroid carcinoma: an extremely unusual case and review of the literature. Diagn Cytopathol 2022; 50:E333-E338. [PMID: 35866458 DOI: 10.1002/dc.25018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 07/06/2022] [Accepted: 07/12/2022] [Indexed: 11/08/2022]
Abstract
Spindle cell proliferations originating in follicular derived thyroid neoplasms are rare and known to cause diagnostic conundrums. We describe a unique case of a spindle cell variant of follicular thyroid carcinoma (FTC) in a 48-year-old female without relevant past medical history, who was being followed for a 1.4 cm left thyroid nodule for the past 15 months. A fine needle aspiration (FNA) of the nodule was interpreted as benign (Bethesda II). On follow-up ultrasound the nodule demonstrated a slight increase in size (to 1.5 cm) and the appearance of coarse calcifications A repeat FNA was performed 12 months later and interpreted as malignant neoplasm (Bethesda VI), containing a population of spindle and epithelioid cells that could not be further classified. A left subtotal thyroidectomy showed an encapsulated tumor mainly composed of fibroblast-like spindle cells, extensive foci of calcifications and focal ossification, with minimal tumor capsule invasion without vascular invasion. Tumor cells expressed vimentin, ERG and SMA (focal), while being negative for pancytokeratin, thyroglobulin, TTF-1, Pax-8, calcitonin, CEA and other lineage-specific mesenchymal, neuroendocrine and melanocytic markers. Importantly, a few residual thyroid follicles were identified within the nodule, and a diagnosis of minimally invasive FTC with extensive spindle cell changes, calcification and osseous metaplasia was rendered. This is only the second cytologic report of a pure spindle cell FTC. The rarity of this neoplasm and its potential broad differential diagnosis create diagnostic difficulties both on cytology and histology.
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Affiliation(s)
| | | | - Richard Payne
- Department of Head and Neck Surgery, McGill University, Montreal, Canada
| | - Zubair W Baloch
- Department of Pathology, Perelman School of Medicine, University of Pennsylvania Medical Center, Philadelphia, Pennsylvania, USA
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17
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Personalized Diagnosis in Differentiated Thyroid Cancers by Molecular and Functional Imaging Biomarkers: Present and Future. Diagnostics (Basel) 2022; 12:diagnostics12040944. [PMID: 35453992 PMCID: PMC9030409 DOI: 10.3390/diagnostics12040944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 04/04/2022] [Accepted: 04/08/2022] [Indexed: 11/17/2022] Open
Abstract
Personalized diagnosis can save unnecessary thyroid surgeries, in cases of indeterminate thyroid nodules, when clinicians tend to aggressively treat all these patients. Personalized diagnosis benefits from a combination of imagery and molecular biomarkers, as well as artificial intelligence algorithms, which are used more and more in our timeline. Functional imaging diagnosis such as SPECT, PET, or fused images (SPECT/CT, PET/CT, PET/MRI), is exploited at maximum in thyroid nodules, with a long history in the past and a bright future with many suitable radiotracers that could properly contribute to diagnosing malignancy in thyroid nodules. In this way, patients will be spared surgery complications, and apparently more expensive diagnostic workouts will financially compensate each patient and also the healthcare system. In this review we will summarize essential available diagnostic tools for malignant and benignant thyroid nodules, beginning with functional imaging, molecular analysis, and combinations of these two and other future strategies, including AI or NIS targeted gene therapy for thyroid carcinoma diagnosis and treatment as well.
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18
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Gokozan HN, Dilcher TL, Alperstein SA, Qiu Y, Mostyka M, Scognamiglio T, Solomon JP, Song W, Rennert H, Beg S, Stern E, Goyal A, Siddiqui MT, Heymann JJ. Combining molecular testing and the Bethesda category III:VI ratio for thyroid fine‐needle aspirates: A quality‐assurance metric for evaluating diagnostic performance in a cytopathology laboratory. Cancer Cytopathol 2021; 130:259-274. [DOI: 10.1002/cncy.22542] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 11/23/2021] [Accepted: 12/01/2021] [Indexed: 01/21/2023]
Affiliation(s)
- Hamza N. Gokozan
- Division of Cytopathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
- Division of Head and Neck Pathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Thomas L. Dilcher
- Division of Cytopathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Susan A. Alperstein
- Division of Cytopathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Yuqing Qiu
- Department of Population Health Sciences New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Maria Mostyka
- Division of Head and Neck Pathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Theresa Scognamiglio
- Division of Head and Neck Pathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - James P. Solomon
- Clinical Genomics Laboratory Department of Pathology and Laboratory Medicine New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Wei Song
- Clinical Genomics Laboratory Department of Pathology and Laboratory Medicine New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Hanna Rennert
- Division of Molecular and Genomic Pathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Shaham Beg
- Division of Cytopathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Evan Stern
- Division of Cytopathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Abha Goyal
- Division of Cytopathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Momin T. Siddiqui
- Division of Cytopathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Jonas J. Heymann
- Division of Cytopathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
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19
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Sadato D, Hirama C, Kaiho-Soma A, Yamaguchi A, Kogure H, Takakuwa S, Ogawa M, Doki N, Ohashi K, Harada H, Oboki K, Harada Y. Archival bone marrow smears are useful in targeted next-generation sequencing for diagnosing myeloid neoplasms. PLoS One 2021; 16:e0255257. [PMID: 34297770 PMCID: PMC8301613 DOI: 10.1371/journal.pone.0255257] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Accepted: 07/05/2021] [Indexed: 11/18/2022] Open
Abstract
Gene abnormalities, including mutations and fusions, are important determinants in the molecular diagnosis of myeloid neoplasms. The use of bone marrow (BM) smears as a source of DNA and RNA for next-generation sequencing (NGS) enables molecular diagnosis to be done with small amounts of bone marrow and is especially useful for patients without stocked cells, DNA or RNA. The present study aimed to analyze the quality of DNA and RNA derived from smear samples and the utility of NGS for diagnosing myeloid neoplasms. Targeted DNA sequencing using paired BM cells and smears yielded sequencing data of adequate quality for variant calling. The detected variants were analyzed using the bioinformatics approach to detect mutations reliably and increase sensitivity. Noise deriving from variants with extremely low variant allele frequency (VAF) was detected in smear sample data and removed by filtering. Consequently, various driver gene mutations were detected across a wide range of allele frequencies in patients with myeloid neoplasms. Moreover, targeted RNA sequencing successfully detected fusion genes using smear-derived, very low-quality RNA, even in a patient with a normal karyotype. These findings demonstrated that smear samples can be used for clinical molecular diagnosis with adequate noise-reduction methods even if the DNA and RNA quality is inferior.
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Affiliation(s)
- Daichi Sadato
- Clinical Research Center, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, Tokyo, Japan
- Center for Medical Research Cooperation, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan
| | - Chizuko Hirama
- Clinical Research Center, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, Tokyo, Japan
- Center for Medical Research Cooperation, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan
| | - Ai Kaiho-Soma
- Clinical Research Center, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, Tokyo, Japan
- Center for Medical Research Cooperation, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan
| | - Ayaka Yamaguchi
- Clinical Research Center, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, Tokyo, Japan
| | - Hiroko Kogure
- Clinical Research Center, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, Tokyo, Japan
| | - Sonomi Takakuwa
- Clinical Research Center, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, Tokyo, Japan
| | - Mina Ogawa
- Clinical Research Center, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, Tokyo, Japan
- Center for Medical Research Cooperation, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan
| | - Noriko Doki
- Division of Hematology, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, Tokyo, Japan
| | - Kazuteru Ohashi
- Division of Hematology, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, Tokyo, Japan
| | - Hironori Harada
- Division of Hematology, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, Tokyo, Japan
- Laboratory of Oncology, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan
| | - Keisuke Oboki
- Center for Medical Research Cooperation, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan
| | - Yuka Harada
- Clinical Research Center, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, Tokyo, Japan
- * E-mail:
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20
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Molecular Tests for Risk-Stratifying Cytologically Indeterminate Thyroid Nodules: An Overview of Commercially Available Testing Platforms in the United States. JOURNAL OF MOLECULAR PATHOLOGY 2021. [DOI: 10.3390/jmp2020014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
The past decade has witnessed significant advances in the application of molecular diagnostics for the pre-operative risk-stratification of cytologically indeterminate thyroid nodules. The tests that are currently marketed in the United States for this purpose combine aspects of tumor genotyping with gene and/or microRNA expression profiling. This review compares the general methodology and clinical validation studies for the three tests currently offered in the United States: ThyroSeq v3, Afirma GSC and Xpression Atlas, and ThyGeNEXT/ThyraMIR.
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21
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Bardet S, Goardon N, Lequesne J, Vaur D, Ciappuccini R, Leconte A, Monpeyssen H, Saguet-Rysanek V, Clarisse B, Lasne-Cardon A, Ménégaux F, Leenhardt L, Buffet C. Diagnostic and prognostic value of a 7-panel mutation testing in thyroid nodules with indeterminate cytology: the SWEETMAC study. Endocrine 2021; 71:407-417. [PMID: 32638211 PMCID: PMC7881964 DOI: 10.1007/s12020-020-02411-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 06/27/2020] [Indexed: 02/06/2023]
Abstract
PURPOSE The aim of this prospective study (ClinicalTrials.gov: NCT01880203) was to evaluate the diagnostic and prognostic value of a 7-panel mutation testing in the aspirates of thyroid nodules with indeterminate cytology (IC). METHODS Eligible patients had a thyroid nodule ≥15 mm with IC (Bethesda III-V) for which surgery had been recommended. Detection of BRAF and RAS mutations was performed using pyrosequencing and RET/PTC and PAX8/PPARγ rearrangements using Real-Time quantitative reverse transcription-polymerase chain reaction (RT-PCR). RESULTS Among 131 nodules with IC, 21 (16%) were malignant including 20 differentiated cancers and one thyroid lymphoma. Molecular abnormalities were identified in 15 nodules with IC corresponding to 10 malignant and 5 benign tumours. BRAF mutation was detected in 4 nodules all corresponding to classic PTC, and PAX8/PPARγ rearrangement in 2 HCC. In contrast, RAS mutation was identified in eight nodules, of which four were malignant, and one RET/PTC3 rearrangement in a follicular adenoma. This data resulted in an accuracy of 88%, sensitivity of 48%, specificity of 95%, positive-predictive value of 67%, and negative-predictive value of 91%. After a 56 month's follow-up, the proportion of excellent response was similar in patients with molecular alterations (67%) and those without (60%). CONCLUSIONS By increasing the overall risk of cancer from 16 to 67% in mutated nodules and by diminishing it to 9% in wild-type, this study confirms the relevance of the 7-panel mutation testing in the diagnostic of nodules with IC. Genetic testing, however, did not predict outcome in the cancer patient subgroup.
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Affiliation(s)
- Stéphane Bardet
- Department of Nuclear Medicine and Thyroid Unit, Centre François Baclesse, Caen, France.
| | - Nicolas Goardon
- Department of Molecular Biology, Centre François Baclesse, Caen, France
| | - Justine Lequesne
- Department of Clinical Research, Centre François Baclesse, Caen, France
| | - Dominique Vaur
- Department of Molecular Biology, Centre François Baclesse, Caen, France
| | - Renaud Ciappuccini
- Department of Nuclear Medicine and Thyroid Unit, Centre François Baclesse, Caen, France
| | - Alexandra Leconte
- Department of Clinical Research, Centre François Baclesse, Caen, France
| | | | | | | | | | - Fabrice Ménégaux
- Department of Endocrine Surgery, Pitié Salpêtrière Hospital, IUC, University Paris VI, Paris, France
| | - Laurence Leenhardt
- Thyroid and Endocrine Tumors Unit, Institute of Endocrinology, Pitié Salpêtrière Hospital, IUC Sorbonne University, Paris, France
| | - Camille Buffet
- Thyroid and Endocrine Tumors Unit, Institute of Endocrinology, Pitié Salpêtrière Hospital, IUC Sorbonne University, Paris, France
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22
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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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23
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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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24
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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.
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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
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25
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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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