1
|
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 2024:S0039-6060(24)00704-9. [PMID: 39394019 DOI: 10.1016/j.surg.2024.07.076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [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.
Collapse
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
| |
Collapse
|
2
|
Sada A, Yip L. The Role of Molecular Markers in Thyroid Cancer Diagnostics and Treatment. Surg Clin North Am 2024; 104:741-749. [PMID: 38944495 DOI: 10.1016/j.suc.2024.02.004] [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] [Indexed: 07/01/2024]
Abstract
Molecular testing for cytologically indeterminate thyroid nodules has demonstrated benefit by reducing the need for diagnostic thyroidectomies and reducing costs. Its use is currently recommended in practice guidelines from the American Thyroid Association and the American Association of Endocrine Surgeons when clinically appropriate. Moreover, there is growing evidence that molecular testing may provide prognostic information and can detect targetable genetic alterations which may expand treatment options for refractory advanced thyroid cancers.
Collapse
Affiliation(s)
- Alaa Sada
- Division of Endocrine Surgery, Department of Surgery, University of Pittsburgh, 3471 Fifth Avenue, Kaufmann Building, Suite 101, Pittsburgh, PA 15213, USA.
| | - Linwah Yip
- Division of Endocrine Surgery, Department of Surgery, University of Pittsburgh, 3471 Fifth Avenue, Kaufmann Building, Suite 101, Pittsburgh, PA 15213, USA. https://twitter.com/l_yip123
| |
Collapse
|
3
|
David E, Grazhdani H, Tattaresu G, Pittari A, Foti PV, Palmucci S, Spatola C, Lo Greco MC, Inì C, Tiralongo F, Castiglione D, Mastroeni G, Gigli S, Basile A. Thyroid Nodule Characterization: Overview and State of the Art of Diagnosis with Recent Developments, from Imaging to Molecular Diagnosis and Artificial Intelligence. Biomedicines 2024; 12:1676. [PMID: 39200141 PMCID: PMC11351886 DOI: 10.3390/biomedicines12081676] [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: 05/29/2024] [Revised: 07/09/2024] [Accepted: 07/18/2024] [Indexed: 09/01/2024] Open
Abstract
Ultrasound (US) is the primary tool for evaluating patients with thyroid nodules, and the risk of malignancy assessed is based on US features. These features help determine which patients require fine-needle aspiration (FNA) biopsy. Classification systems for US features have been developed to facilitate efficient interpretation, reporting, and communication of thyroid US findings. These systems have been validated by numerous studies and are reviewed in this article. Additionally, this overview provides a comprehensive description of the clinical and laboratory evaluation of patients with thyroid nodules, various imaging modalities, grayscale US features, color Doppler US, contrast-enhanced US (CEUS), US elastography, FNA biopsy assessment, and the recent introduction of molecular testing. The potential of artificial intelligence in thyroid US is also discussed.
Collapse
Affiliation(s)
- Emanuele David
- Department of Medical Surgical Sciences and Advanced Technologies “GF Ingrassia”, University Hospital Policlinic “G. Rodolico-San Marco”, 95123 Catania, Italy; (G.T.); (A.P.); (P.V.F.); (S.P.); (C.S.); (M.C.L.G.); (C.I.); (F.T.); (D.C.); (A.B.)
- Department of Translational and Precision Medicine, “Sapienza” University of Rome, 00185 Rome, Italy
| | | | - Giuliana Tattaresu
- Department of Medical Surgical Sciences and Advanced Technologies “GF Ingrassia”, University Hospital Policlinic “G. Rodolico-San Marco”, 95123 Catania, Italy; (G.T.); (A.P.); (P.V.F.); (S.P.); (C.S.); (M.C.L.G.); (C.I.); (F.T.); (D.C.); (A.B.)
| | - Alessandra Pittari
- Department of Medical Surgical Sciences and Advanced Technologies “GF Ingrassia”, University Hospital Policlinic “G. Rodolico-San Marco”, 95123 Catania, Italy; (G.T.); (A.P.); (P.V.F.); (S.P.); (C.S.); (M.C.L.G.); (C.I.); (F.T.); (D.C.); (A.B.)
| | - Pietro Valerio Foti
- Department of Medical Surgical Sciences and Advanced Technologies “GF Ingrassia”, University Hospital Policlinic “G. Rodolico-San Marco”, 95123 Catania, Italy; (G.T.); (A.P.); (P.V.F.); (S.P.); (C.S.); (M.C.L.G.); (C.I.); (F.T.); (D.C.); (A.B.)
| | - Stefano Palmucci
- Department of Medical Surgical Sciences and Advanced Technologies “GF Ingrassia”, University Hospital Policlinic “G. Rodolico-San Marco”, 95123 Catania, Italy; (G.T.); (A.P.); (P.V.F.); (S.P.); (C.S.); (M.C.L.G.); (C.I.); (F.T.); (D.C.); (A.B.)
| | - Corrado Spatola
- Department of Medical Surgical Sciences and Advanced Technologies “GF Ingrassia”, University Hospital Policlinic “G. Rodolico-San Marco”, 95123 Catania, Italy; (G.T.); (A.P.); (P.V.F.); (S.P.); (C.S.); (M.C.L.G.); (C.I.); (F.T.); (D.C.); (A.B.)
| | - Maria Chiara Lo Greco
- Department of Medical Surgical Sciences and Advanced Technologies “GF Ingrassia”, University Hospital Policlinic “G. Rodolico-San Marco”, 95123 Catania, Italy; (G.T.); (A.P.); (P.V.F.); (S.P.); (C.S.); (M.C.L.G.); (C.I.); (F.T.); (D.C.); (A.B.)
| | - Corrado Inì
- Department of Medical Surgical Sciences and Advanced Technologies “GF Ingrassia”, University Hospital Policlinic “G. Rodolico-San Marco”, 95123 Catania, Italy; (G.T.); (A.P.); (P.V.F.); (S.P.); (C.S.); (M.C.L.G.); (C.I.); (F.T.); (D.C.); (A.B.)
| | - Francesco Tiralongo
- Department of Medical Surgical Sciences and Advanced Technologies “GF Ingrassia”, University Hospital Policlinic “G. Rodolico-San Marco”, 95123 Catania, Italy; (G.T.); (A.P.); (P.V.F.); (S.P.); (C.S.); (M.C.L.G.); (C.I.); (F.T.); (D.C.); (A.B.)
| | - Davide Castiglione
- Department of Medical Surgical Sciences and Advanced Technologies “GF Ingrassia”, University Hospital Policlinic “G. Rodolico-San Marco”, 95123 Catania, Italy; (G.T.); (A.P.); (P.V.F.); (S.P.); (C.S.); (M.C.L.G.); (C.I.); (F.T.); (D.C.); (A.B.)
| | | | - Silvia Gigli
- Department of Diagnostic Imaging, Sandro Pertini Hospital, 00157 Rome, Italy;
| | - Antonio Basile
- Department of Medical Surgical Sciences and Advanced Technologies “GF Ingrassia”, University Hospital Policlinic “G. Rodolico-San Marco”, 95123 Catania, Italy; (G.T.); (A.P.); (P.V.F.); (S.P.); (C.S.); (M.C.L.G.); (C.I.); (F.T.); (D.C.); (A.B.)
| |
Collapse
|
4
|
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. [PMID: 38814813 DOI: 10.1002/cncy.22829] [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: 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 = 260) or follicular neoplasm (n = 78) cytology diagnosis and corresponding surgical outcomes or clinical follow-up, collected between 2016 and 2020 were included. 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
|
5
|
Stillman MD, Kuo EJ, Liou R, Almuqate A, Virk R, Lee JA, Kuo JH, McManus CM. Molecular Testing for Bethesda III Thyroid Nodules: Trends in Implementation, Cytopathology Call Rates, Surgery Rates, and Malignancy Yield at a Single Institution. Thyroid 2024; 34:460-466. [PMID: 38468547 DOI: 10.1089/thy.2023.0664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/13/2024]
Abstract
Background: Molecular testing (MT) has become standard practice to more accurately rule out malignancy in indeterminate Bethesda III (BIII) thyroid lesions. We sought to assess the adoption of this technology and its impact on cytology reporting, malignancy yield, and rates of surgery across community and academic sites affiliated with a tertiary medical center. Methods: We performed a retrospective cross-sectional study including all fine-needle aspirations (FNAs) analyzed at our institution from 2017 to 2021. We analyzed trends in MT utilization by platform and by community or academic site. We compared BIII call rates, MT utilization rates, rates of subsequent surgery, and malignancy yield on final pathology before and after MT became readily available using chi-square analysis and linear regression. Results: A total of 8960 FNAs were analyzed at our institution from 2017 to 2021. There was broad adoption of MT across both community and academic sites. There was a significant increase in both the BIII rate and the utilization of MT between the pre- and post-MT periods (p < 0.001 and p < 0.001). There was no significant change in the the malignancy yield on final pathology (57.1% vs. 50.0%, p = 0.347), while the positive predictive value of MT decreased from 85% to 50% (p = 0.008 [confidence interval 9.5-52.5% decrease]). Conclusions: The use of MT increased across the institution over the study period, with the largest increase seen after a dedicated pass for MT was routinely collected. This increased availability of MT may have led to an unintended increase in the rates of BIII lesions, MT utilization, and surgery for benign nodules. Physicians who use MT should be aware of potential consequences of its adoption to appropriately counsel patients.
Collapse
Affiliation(s)
- Mason D Stillman
- Division of GI/Endocrine Surgery, Columbia University Irving Medical Center, New York, New York, USA
| | - Eric J Kuo
- Division of GI/Endocrine Surgery, Columbia University Irving Medical Center, New York, New York, USA
| | - Rachel Liou
- Division of GI/Endocrine Surgery, Columbia University Irving Medical Center, New York, New York, USA
| | - Abdullah Almuqate
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York, USA
| | - Renu Virk
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York, USA
| | - James A Lee
- Division of GI/Endocrine Surgery, Columbia University Irving Medical Center, New York, New York, USA
| | - Jennifer H Kuo
- Division of GI/Endocrine Surgery, Columbia University Irving Medical Center, New York, New York, USA
| | - Catherine M McManus
- Division of GI/Endocrine Surgery, Columbia University Irving Medical Center, New York, New York, USA
| |
Collapse
|
6
|
Riccio IR, LaForteza AC, Hussein MH, Linhuber JP, Issa PP, Staav J, Fawzy MS, Toraih EA, Kandil E. Diagnostic utility of RAS mutation testing for refining cytologically indeterminate thyroid nodules. EXCLI JOURNAL 2024; 23:283-299. [PMID: 38487090 PMCID: PMC10938255 DOI: 10.17179/excli2024-6975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 02/08/2024] [Indexed: 03/17/2024]
Abstract
RAS mutations are prevalent in indeterminate thyroid nodules, but their association with malignancy risk and utility for diagnosis remains unclear. We performed a systematic review and meta-analysis to establish the clinical value of RAS mutation testing for cytologically indeterminate thyroid nodules. PubMed and Embase were systematically searched for relevant studies. Thirty studies comprising 13,328 nodules met the inclusion criteria. Random effects meta-analysis synthesized pooled estimates of RAS mutation rates, risk of malignancy with RAS positivity, and histologic subtype outcomes. The pooled mutation rate was 31 % (95 % CI 19-44 %) among 5,307 indeterminate nodules. NRAS mutations predominated at 67 % compared to HRAS (24 %) and KRAS (12 %). The malignancy rate with RAS mutations was 58 % (95 %CI=48-68 %). RAS positivity increased malignancy risk 1.7-fold (RR 1.68, 95 %CI=1.21-2.34, p=0.002), with significant between-study heterogeneity (I2=89 %). Excluding one outlier study increased the relative risk to 1.75 (95 %CI=1.54-1.98) and I2 to 14 %. Funnel plot asymmetry and Egger's test (p=0.03) indicated potential publication bias. Among RAS-positive malignant nodules, 38.6 % were follicular variant papillary carcinoma, 34.1 % classical variant, and 23.2 % follicular carcinoma. No statistically significant difference in the odds of harboring RAS mutation was found between subtypes. In conclusion, RAS mutation testing demonstrates clinical utility for refining the diagnosis of cytologically indeterminate thyroid nodules. Positivity confers a 1.7-fold increased malignancy risk, supporting use for personalized decision-making regarding surgery vs. monitoring. Follicular variant papillary carcinoma constitutes the most common RAS-positive malignant histological subtype. See also the graphical abstract(Fig. 1).
Collapse
Affiliation(s)
- Isabel R. Riccio
- School of Medicine, Tulane University, New Orleans, LA 70112, USA
| | - Alexandra C. LaForteza
- Division of Endocrine and Oncologic Surgery, Department of Surgery, School of Medicine, Tulane University, New Orleans, LA 70112, USA
| | - Mohammad H. Hussein
- Division of Endocrine and Oncologic Surgery, Department of Surgery, School of Medicine, Tulane University, New Orleans, LA 70112, USA
| | | | - Peter P. Issa
- School of Medicine, Tulane University, New Orleans, LA 70112, USA
| | - Jonathan Staav
- School of Medicine, Tulane University, New Orleans, LA 70112, USA
| | - Manal S. Fawzy
- Department of Biochemistry, Faculty of Medicine, Northern Border University, Arar, Saudi Arabia
| | - Eman A. Toraih
- Division of Endocrine and Oncologic Surgery, Department of Surgery, School of Medicine, Tulane University, New Orleans, LA 70112, USA
- Genetics Unit, Department of Histology and Cell Biology, Faculty of Medicine, Suez Canal University, Ismailia 41522, Egypt
| | - Emad Kandil
- Division of Endocrine and Oncologic Surgery, Department of Surgery, School of Medicine, Tulane University, New Orleans, LA 70112, USA
| |
Collapse
|
7
|
Abstract
Approximately 25% of the fine needle aspiration samples (FNAB) of thyroid nodules are classified as "indeterminate samples", that means, Bethesda III and IV categories. Until the last decade, most of these cases underwent diagnostic surgery, although only a minority (13-34%) confirmed malignancy postoperatively. In view of this, with the objective of improving the preoperative diagnosis in these cases, the molecular tests emerged, which are validated from the diagnostic point of view, presenting good performance, with good diagnostic accuracy, being able to avoid diagnostic surgeries. With the advancement of knowledge of the role of each of the mutations and gene rearrangements in thyroid oncogenesis, molecular markers have left to play only a diagnostic role and have been gaining more and more space both in defining the prognostic role of the tumor, as well as in the indication of target therapy. Thus, the objective of this review is to show how to use the tool of molecular tests, now commercially available in the world, in the management of indeterminate cytological nodules, assessing the pre-test malignancy risk of the nodule, through clinical, ultrasonographic and cytological characteristics, and decide on the benefit of molecular testing for each patient. In addition, to discuss its new and promising prognostic and therapeutic role in thyroid cancer.
Collapse
Affiliation(s)
- Carolina Ferraz
- Thyroid Diseases Unit - Division of Endocrinology, Department of Medicine, Faculty of Medical Sciences of Santa Casa of Sao Paulo, Av. Angélica, 2491 cj 104 - CEP: 01232-011, São Paulo, SP, Brazil.
| |
Collapse
|
8
|
Xu D, Lai Y, Liu H, Li H, Feng N, Liu Y, Gong C, Zhang Y, Zhou J, Shen Y. A diagnostic model based on DNA methylation haplotype block characteristics for identifying papillary thyroid carcinoma from thyroid adenoma. Transl Res 2024; 264:76-84. [PMID: 37863284 DOI: 10.1016/j.trsl.2023.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 09/28/2023] [Accepted: 10/16/2023] [Indexed: 10/22/2023]
Abstract
Papillary thyroid carcinoma (PTC) is the most prevalent form of thyroid cancer. Methylation of some genes plays a crucial role in the tendency to malignancy as well as poor prognosis of thyroid cancer, suggesting that methylation features can serve as complementary markers for molecular diagnosis. In this study, we aimed to develop and validate a diagnostic model for PTC based on DNA methylation markers. A total of 142 thyroid nodule tissue samples containing 84 cases of PTC and 58 cases of thyroid adenoma (TA) were collected for reduced representation bisulfite sequencing (RRBS) and subsequent analysis. The diagnostic model was constructed by the logistic regression (LR) method followed by 5-cross validation and based on 94 tissue methylation haplotype block (MHB) markers. The model achieved an area under the receiver operating characteristic curve (AUROC) of 0.974 (95% CI, 0.964-0.981) on 108 training samples and 0.917 (95% CI, 0.864-0.973) on 27 independent testing samples. The diagnostic model scores showed significantly high in males (P = 0.0016), age ≤ 45 years (P = 0.026), high body mass index (BMI) (P = 0.040), lymph node metastasis (P = 0.00052) and larger nodules (P = 0.0017) in the PTC group, and the risk score of this diagnostic model showed significantly high in recurrent PTC group (P = 0.0005). These results suggest that the diagnostic model can be expected to be a powerful tool for PTC diagnosis and there are more potential clinical applications of methylation markers to be excavated.
Collapse
Affiliation(s)
- Dong Xu
- Department of Head and Neck Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, No. 160 Pujian Road, Shanghai, 200127, China
| | - Yi Lai
- Department of Head and Neck Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, No. 160 Pujian Road, Shanghai, 200127, China; Department of Traditional Chinese Medicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, No. 160 Pujian Road, Shanghai, 200127, China
| | - Hongmei Liu
- Singlera Genomics (Shanghai) Ltd., 8th Floor, Building 1, Lane 500, Furonghua Road, Pudong, Shanghai 201328, China
| | - He Li
- Department of Traditional Chinese Medicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, No. 160 Pujian Road, Shanghai, 200127, China
| | - Ningning Feng
- Singlera Genomics (Shanghai) Ltd., 8th Floor, Building 1, Lane 500, Furonghua Road, Pudong, Shanghai 201328, China
| | - Yiying Liu
- Singlera Genomics (Shanghai) Ltd., 8th Floor, Building 1, Lane 500, Furonghua Road, Pudong, Shanghai 201328, China
| | - Chengxiang Gong
- Singlera Genomics (Shanghai) Ltd., 8th Floor, Building 1, Lane 500, Furonghua Road, Pudong, Shanghai 201328, China
| | - Yunzhi Zhang
- Singlera Genomics (Shanghai) Ltd., 8th Floor, Building 1, Lane 500, Furonghua Road, Pudong, Shanghai 201328, China
| | - Jiaqing Zhou
- Department of Head and Neck Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, No. 160 Pujian Road, Shanghai, 200127, China.
| | - Yuling Shen
- Department of Head and Neck Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, No. 160 Pujian Road, Shanghai, 200127, China.
| |
Collapse
|
9
|
Lacoste-Collin L, Decaussin-Petrucci M, Buffet C. [Molecular and other ancillary tests proposed by The Bethesda system for reporting thyroid cytopathology 2023]. Ann Pathol 2024; 44:36-46. [PMID: 37953129 DOI: 10.1016/j.annpat.2023.10.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 10/23/2023] [Indexed: 11/14/2023]
Abstract
For the first time the 2023 version of The Bethesda System for Reporting Thyroid Cytology dedicates a whole chapter (chapter 14) to ancillary studies almost exclusively represented by molecular testing. The latest data reported bring some evidence that molecular testing could help to optimize the diagnostic performance of « indeterminate » categories (AUS and NF). Other studies suggest a promising role to guide the management of suspicious of malignancy and malignant categories. Indeed, the recognition of prognostic and predictive biomarkers analyzed on cytological samples, regardless of how it is collected, has progressed thanks to advances in our knowledge of molecular abnormalities of thyroid tumors. The chapter 14 is presented here highlighting the current and emerging roles of « in-house » and commercialized molecular testing as presented by TSBRTC.
Collapse
Affiliation(s)
| | - Myriam Decaussin-Petrucci
- Service d'anatomie pathologique, centre hospitalier Lyon Sud, hospices civils de Lyon, EA 3738, université Lyon 1, Lyon, France
| | - Camille Buffet
- Service des pathologies thyroïdiennes et tumorales endocrines, hôpital Pitié-Salpêtrière, AP-HP, Sorbonne université, GRC n(o) 16, GRC tumeurs thyroïdiennes, 75013 Paris, France; Laboratoire d'Imagerie Biomédicale, CNRS, Inserm, 75006 Paris, France
| |
Collapse
|
10
|
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
|
11
|
Lebrun L, Salmon I. Pathology and new insights in thyroid neoplasms in the 2022 WHO classification. Curr Opin Oncol 2024; 36:13-21. [PMID: 37975316 PMCID: PMC10715705 DOI: 10.1097/cco.0000000000001012] [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] [Indexed: 11/19/2023]
Abstract
PURPOSE OF REVIEW The assessment of thyroid nodules is a common clinical problem, linked to the high incidence of thyroid nodules in the population and the low incidence of aggressive thyroid carcinoma. The screening is therefore one of the strengths of our patient care. Recently, the 2023 Bethesda System for Reporting Thyroid Cytopathology (TBSRTC) and 2022 WHO classification of thyroid neoplasms have been released based on the definition of new entities and the growing impact of molecular testing. The aim of this review is to analyze how these upgrades can help us in the daily routine practice diagnosis of thyroid cancer. RECENT FINDINGS Our review is focused on the most frequent thyroid tumors derived from thyroid follicular cell. Fine needle aspiration (FNA) is the gold standard for the screening of thyroid nodules with very high levels of sensitivity and specificity. These sensitivity and specificity are improved by molecular testing, which refines the risk of malignancy. The 2023 TBSRTC integrates molecular data and the upgrades integrated in the 2022 WHO classification such as the 'low-risk neoplasms' and the 'high-grade follicular-cells derived carcinoma'. The morphological examination remains crucial since the capsular and/or vascular invasion are key features of malignancy in the follicular thyroid neoplasms. Low-risk neoplasms represent a clinical challenge since no specific guidelines are available. Challenges remain regarding oncocytic thyroid lesions, which are not associated with specific diagnostic molecular biomarkers. Molecular testing can help not only in deciphering the prognosis but also in the targeted therapeutic strategy. SUMMARY While molecular testing has succeeded to substantially improve the pre and postoperative diagnosis and risk stratification of thyroid tumors, the morphological examination is still central in the daily routine diagnosis of thyroid pathology. Future is the integrated diagnosis of clinical, morphological, molecular and epigenetic features with the help of artificial intelligence algorithms.
Collapse
Affiliation(s)
- Laetitia Lebrun
- Université Libre de Bruxelles (ULB), Hôpital Universitaire de Bruxelles (HUB), CUB Hôpital Erasme, Erasme University Hospital, Department of Pathology, Brussels
| | - Isabelle Salmon
- Université Libre de Bruxelles (ULB), Hôpital Universitaire de Bruxelles (HUB), CUB Hôpital Erasme, Erasme University Hospital, Department of Pathology, Brussels
- DIAPath, Center for Microscopy and Molecular Imaging (CMMI), ULB, Gosselies, Belgium
| |
Collapse
|
12
|
Riju J, Thomas N, Paul TV, Abraham DT, Pai R, Prabhu AJ, Jacob PM, Rajan R, Michael RC, Tirkey AJ, Ramalingam N, Asha HS, Kapoor N. Role of Genetic Testing in the Management of Indeterminate Thyroid Nodules in the Indian Setting. Indian J Endocrinol Metab 2024; 28:3-10. [PMID: 38533287 PMCID: PMC10962768 DOI: 10.4103/ijem.ijem_415_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 12/15/2023] [Accepted: 01/20/2024] [Indexed: 03/28/2024] Open
Abstract
The increased detection of thyroid nodules in the human population has led to an increase in the number of thyroid surgeries without an improvement in survival outcomes. Though the choice for surgery is straightforward in malignant thyroid nodules, the decision is far more complex in those nodules that get categorized into indeterminate thyroid nodules (ITN) by fine needle aspiration. Therefore, there is a pressing need to develop a tool that will aid in decision-making among the ITN. In this context, the development of various molecular testing (MT) panels has helped to confirm or rule out malignancy, reducing unnecessary surgeries and potentially guiding the extent of surgery as well. Currently, such tests are widely used among the Western population but these MT panels are not used by the South Asian population because of non-availability of validated panels and the high cost involved. There is a need to develop a suitable panel which is population-specific and validate the same. In this review, we would focus on current trends in the management of ITN among the South Asian population and how to develop a novel MT panel which is cost-effective, with high diagnostic accuracy obviating the need for expensive panels that already exist.
Collapse
Affiliation(s)
- Jeyashanth Riju
- Department of Head and Neck Surgery, Christian Medical College, Vellore, Tamil Nadu, India
| | - Nihal Thomas
- Department of Endocrinology Diabetes and Metabolism, Christian Medical College, Vellore, Tamil Nadu, India
| | - Thomas V. Paul
- Department of Endocrinology Diabetes and Metabolism, Christian Medical College, Vellore, Tamil Nadu, India
| | - Deepak Thomas Abraham
- Department of Endocrine Surgery, Christian Medical College, Vellore, Tamil Nadu, India
| | - Rekha Pai
- Department of Pathology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Anne J. Prabhu
- Department of Pathology, Christian Medical College, Vellore, Tamil Nadu, India
| | | | - Remya Rajan
- Department of Endocrinology Diabetes and Metabolism, Christian Medical College, Vellore, Tamil Nadu, India
| | - Rajiv C. Michael
- Department of Head and Neck Surgery, Christian Medical College, Vellore, Tamil Nadu, India
| | - Amit Jiwan Tirkey
- Department of Head and Neck Surgery, Christian Medical College, Vellore, Tamil Nadu, India
| | - Natarajan Ramalingam
- Department of Head and Neck Surgery, Christian Medical College, Vellore, Tamil Nadu, India
| | - Hesarghatta S. Asha
- Department of Endocrinology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Nitin Kapoor
- Department of Endocrinology, Christian Medical College, Vellore, Tamil Nadu, India
| |
Collapse
|
13
|
MacKay C, Turner B, Clarke S, Wallace T, Rigby MH. Cost-Effectiveness Analysis of Molecular Testing for Indeterminate Thyroid Nodules in Nova Scotia. J Otolaryngol Head Neck Surg 2024; 53:19160216241291806. [PMID: 39432488 PMCID: PMC11494664 DOI: 10.1177/19160216241291806] [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: 03/01/2024] [Accepted: 08/12/2024] [Indexed: 10/23/2024] Open
Abstract
BACKGROUND The objective of the following retrospective review was to perform a cost-effectiveness analysis of the use of molecular testing of indeterminate thyroid nodules compared to current management practices in Nova Scotia, Canada. METHODS All cases of cytologically indeterminate thyroid nodules from January 1st, 2014 to December 31st, 2018 were reviewed. All interventions related to an indeterminate thyroid nodule were recorded. Patients were excluded if less than 18 years old if no further information regarding medical management was electronically available beyond the diagnosis of an indeterminate thyroid nodule, history of radiation, or previous thyroid surgery prior to diagnosis of an indeterminate thyroid nodule in the remaining lobe. Microcosting was performed to determine the cost of all relevant interventions including repeat fine needle aspiration biopsy, ultrasound, thyroid surgery(s), and molecular testing. Institution-specific transition state probabilities were calculated and used to build a cost-effectiveness analysis model. Model output was an incremental cost-effectiveness ratio, defined as the ratio of cost difference to effectiveness difference between routine molecular testing and the current management strategy, yielding cost per surgery avoided. RESULTS The mean effectiveness of the current management of indeterminate thyroid nodules in Nova Scotia based on the American Thyroid Association guidelines is 64% at a mean cost of $6431, while the simulated mean effectiveness of routine molecular testing is 89% at a mean cost of $8414. Differences in management strategies generated an incremental cost-effectiveness ratio of $7876 per surgery avoided. CONCLUSION Routine molecular testing is the more effective strategy for the appropriate management of indeterminate thyroid nodules; however, it comes at a higher mean cost compared to the current management strategy. As the cost of molecular testing continues to decrease, and the cost of OR resources continues to rise, molecular testing is likely to become the optimal strategy in Nova Scotia.
Collapse
Affiliation(s)
- Colin MacKay
- Division of Otolaryngology—Head and Neck Surgery, Department of Surgery, Queen Elizabeth II Health Science Centre and Dalhousie University, Halifax, NS, Canada
| | - Brooke Turner
- Division of Otolaryngology—Head and Neck Surgery, Department of Surgery, Queen Elizabeth II Health Science Centre and Dalhousie University, Halifax, NS, Canada
| | - Scott Clarke
- Division of Otolaryngology—Head and Neck Surgery, Department of Surgery, Queen Elizabeth II Health Science Centre and Dalhousie University, Halifax, NS, Canada
| | - Timothy Wallace
- Division of Otolaryngology—Head and Neck Surgery, Department of Surgery, Queen Elizabeth II Health Science Centre and Dalhousie University, Halifax, NS, Canada
| | - Matthew H. Rigby
- Division of Otolaryngology—Head and Neck Surgery, Department of Surgery, Queen Elizabeth II Health Science Centre and Dalhousie University, Halifax, NS, Canada
| |
Collapse
|
14
|
Mavromati M, Saiji E, Demarchi MS, Lenoir V, Seipel A, Kuczma P, Jornayvaz FR, Becker M, Fernandez E, De Vito C, Triponez F, Leboulleux S. Unnecessary thyroid surgery rate for suspicious nodule in the absence of molecular testing. Eur Thyroid J 2023; 12:e230114. [PMID: 37855426 PMCID: PMC10620454 DOI: 10.1530/etj-23-0114] [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: 06/08/2023] [Accepted: 08/30/2023] [Indexed: 09/02/2023] Open
Abstract
Background Molecular tests for suspicious thyroid nodules decrease rates of unnecessary surgeries but are not widely used due to reimbursement issues. The aim of this study was to assess the rate of unnecessary surgery performed in real-life setting for Bethesda III, IV and V nodules in the absence of molecular testing. Method This is a single-center retrospective study of consecutive patients undergoing fine needle aspiration cytology (FNAC) with rapid on-site evaluation between January 2017 and December 2021. Unnecessary surgery was defined as surgery performed because of Bethesda III, IV, or V results in the absence of local compressive symptoms with final benign pathology and as second surgery for completion thyroidectomy. Results In the 862 patients (640 females, mean age: 54.2 years), 1010 nodules (median size: 24.4 mm) underwent 1189 FNAC. Nodules were EU-TIRADS 2, 3, 4, and 5 in 3%, 34%, 42%, and 22% of cases, respectively. FNAC was Bethesda I, II, III, IV, V, and VI in 8%, 48%, 17%, 17%, 3%, and 6%, respectively. Surgery was performed in 36% of Bethesda III nodules (benign on pathology: 81%), in 74% of Bethesda IV nodules (benign on pathology: 76%) and in 97% of Bethesda V nodules (benign on pathology: 21%). Surgery was considered unnecessary in 56%, 68%, and 21% of patients with Bethesda III, IV, and V nodules, respectively. Conclusion In this real data cohort surgery was unnecessary in more than half of patients with Bethesda III and IV nodules and in 21% of patients with Bethesda V nodules.
Collapse
Affiliation(s)
- Maria Mavromati
- Department of Endocrinology, Diabetology, Nutrition and Therapeutic Education, Geneva University Hospitals, Rue Gabrielle Perret Gentil, Geneva University, Geneva, Switzerland
| | - Essia Saiji
- Department of Pathology, Geneva University Hospitals, Rue Gabrielle Perret Gentil, Geneva, Switzerland
| | - Marco Stefano Demarchi
- Department of Endocrine Surgery, Geneva University Hospitals, Rue Gabrielle Perret Gentil, Geneva, Switzerland
| | - Vincent Lenoir
- Department of Radiology, Geneva University Hospitals, Rue Gabrielle Perret Gentil, Geneva, Switzerland
| | - Amanda Seipel
- Department of Pathology, Geneva University Hospitals, Rue Gabrielle Perret Gentil, Geneva, Switzerland
| | - Paulina Kuczma
- Department of Endocrine Surgery, Geneva University Hospitals, Rue Gabrielle Perret Gentil, Geneva, Switzerland
| | - François R Jornayvaz
- Department of Endocrinology, Diabetology, Nutrition and Therapeutic Education, Geneva University Hospitals, Rue Gabrielle Perret Gentil, Geneva University, Geneva, Switzerland
| | - Minerva Becker
- Department of Radiology, Geneva University Hospitals, Rue Gabrielle Perret Gentil, Geneva, Switzerland
| | - Eugenio Fernandez
- Department of Oncology, Geneva University Hospitals, Rue Gabrielle Perret Gentil, Geneva, Switzerland
| | - Claudio De Vito
- Department of Pathology, Geneva University Hospitals, Rue Gabrielle Perret Gentil, Geneva, Switzerland
| | - Frédéric Triponez
- Department of Endocrine Surgery, Geneva University Hospitals, Rue Gabrielle Perret Gentil, Geneva, Switzerland
| | - Sophie Leboulleux
- Department of Endocrinology, Diabetology, Nutrition and Therapeutic Education, Geneva University Hospitals, Rue Gabrielle Perret Gentil, Geneva University, Geneva, Switzerland
| |
Collapse
|
15
|
Bojarsky M, Baran JA, Halada S, Isaza A, Zhuang H, States L, Grant FD, Robbins S, Sisko L, Ricarte-Filho JC, Kazahaya K, Adzick NS, Mostoufi-Moab S, Bauer AJ. Outcomes of ATA Low-Risk Pediatric Thyroid Cancer Patients Not Treated With Radioactive Iodine Therapy. J Clin Endocrinol Metab 2023; 108:3338-3344. [PMID: 37265226 PMCID: PMC10655549 DOI: 10.1210/clinem/dgad322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 05/01/2023] [Accepted: 05/30/2023] [Indexed: 06/03/2023]
Abstract
CONTEXT The American Thyroid Association (ATA) Pediatric Guidelines recommend patients not receive radioactive iodine therapy (RAIT) for differentiated thyroid cancer (DTC) confined to the thyroid. Since publication, there is ongoing concern whether withholding RAIT will result in a lower rate of remission. OBJECTIVE This study explores whether ATA low-risk patients treated with and without RAIT achieved similar remission rates. METHODS Medical records of patients <19 years old diagnosed with DTC and treated with total thyroidectomy between 2010 and 2020 were reviewed. Multivariate logistic regression was performed to evaluate factors influencing RAIT administration and remission rate. RESULTS Ninety-five patients with ATA low-risk DTC were analyzed: 53% (50/95) and 47% (45/95) were treated with and without RAIT, respectively. RAIT was used to treat 82% of patients before 2015 compared with 33% of patients after 2015 (P < .01). No significant difference in 1-year remission rate was found between patients treated with and without RAIT, 70% (35/50) vs 69% (31/45), respectively. With longer surveillance, remission rates increased to 82% and 76% for patients treated with and without RAIT, respectively. Median follow-up was 5.8 years (IQR 4.3-7.9, range 0.9-10.9) and 3.6 years (IQR 2.7-6.6; range 0.9-9.3) for both cohorts. No risk factors for persistent or indeterminate disease status were found, including RAIT administration, N1a disease, and surgery after 2015. CONCLUSION Withholding RAIT for pediatric patients with ATA low-risk DTC avoids exposure to radiation and does not have a negative impact on remission rates. Dynamic risk stratification at 1-year after initial treatment is a suitable time point to assess the impact of withholding RAIT for these patients.
Collapse
Affiliation(s)
- Mya Bojarsky
- Division of Endocrinology and Diabetes, The Thyroid Center, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Julia A Baran
- Division of Endocrinology and Diabetes, The Thyroid Center, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Stephen Halada
- Division of Endocrinology and Diabetes, The Thyroid Center, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Amber Isaza
- Division of Endocrinology and Diabetes, The Thyroid Center, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Hongming Zhuang
- Division of Nuclear Medicine, Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Lisa States
- Division of Nuclear Medicine, Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Section Oncologic Imaging, Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Frederick D Grant
- Division of Nuclear Medicine, Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Stephanie Robbins
- Division of Endocrinology and Diabetes, The Thyroid Center, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Lindsay Sisko
- Division of Endocrinology and Diabetes, The Thyroid Center, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Julio C Ricarte-Filho
- Division of Endocrinology and Diabetes, The Thyroid Center, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Ken Kazahaya
- Division of Pediatric Otolaryngology, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Department of Otorhinolaryngology: Head and Neck Surgery, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - N Scott Adzick
- Department of Surgery, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Sogol Mostoufi-Moab
- Division of Endocrinology and Diabetes, The Thyroid Center, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Division of Oncology, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Andrew J Bauer
- Division of Endocrinology and Diabetes, The Thyroid Center, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| |
Collapse
|
16
|
Rai K, Park J, Gokhale S, Irshaidat F, Singh G. Diagnostic Accuracy of the Bethesda System for Reporting Thyroid Cytopathology (TBSRTC): An Institution Experience. Int J Endocrinol 2023; 2023:9615294. [PMID: 38021084 PMCID: PMC10665099 DOI: 10.1155/2023/9615294] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 10/09/2023] [Accepted: 10/28/2023] [Indexed: 12/01/2023] Open
Abstract
The Bethesda System for Reporting Thyroid Cytopathology (TBSRTC) is a standardized system which is used to classify results of thyroid fine-needle aspiration (FNA). This system is used to evaluate and determine which patients should get thyroid surgery. It was created in order to reduce the number of patients requiring surgery. The question remains as to whether this reporting system is accurate in determining those nodules that have malignant potential and those that do not. This study is a retrospective analysis of patients in one institution who have undergone FNA and then thyroid surgery based on TBSRTC. The outcome of the pathology reports after surgery was analyzed to determine the accuracy of TBSRTC in our institution (Lourdes Hospital, Binghamton, NY). The results from our institution were compared with similar studies in other institutions to determine accuracy and reproducibility. Our results indicated that the risk of malignancy in each Bethesda category was similar to the risk percentages described for most categories in the 2017 TBSRTC update.
Collapse
Affiliation(s)
- Karima Rai
- SUNY Upstate Medical University, 750 East Adams Street, Syracuse 13214, NY, USA
| | - Joseph Park
- SUNY Upstate Medical University, 750 East Adams Street, Syracuse 13214, NY, USA
| | - Shamika Gokhale
- Lourdes Hospital, 161 Riverside Drive, Binghamton 13905, NY, USA
| | - Fatima Irshaidat
- Lourdes Hospital, 161 Riverside Drive, Binghamton 13905, NY, USA
| | - Gurdeep Singh
- Lourdes Hospital, 161 Riverside Drive, Binghamton 13905, NY, USA
| |
Collapse
|
17
|
de Souza Carneiro VC, Leon LAA, de Paula VS. miRNAs: Targets to Investigate Herpesvirus Infection Associated with Neurological Disorders. Int J Mol Sci 2023; 24:15876. [PMID: 37958855 PMCID: PMC10650863 DOI: 10.3390/ijms242115876] [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: 10/09/2023] [Revised: 10/30/2023] [Accepted: 10/31/2023] [Indexed: 11/15/2023] Open
Abstract
Herpesvirus is associated with various neurological disorders and a specific diagnosis is associated with a better prognosis. MicroRNAs (miRNAs) are potential diagnostic and prognostic biomarkers of neurological diseases triggered by herpetic infection. In this review, we discuss miRNAs that have been associated with neurological disorders related to the action of herpesviruses. Human miRNAs and herpesvirus-encoded miRNAs were listed and discussed. This review article will be valuable in stimulating the search for new diagnostic and prognosis alternatives and understanding the role of these miRNAs in neurological diseases triggered by herpesviruses.
Collapse
Affiliation(s)
- Vanessa Cristine de Souza Carneiro
- Laboratory of Molecular Virology and Parasitology, Oswaldo Cruz Institute, Fiocruz, Rio de Janeiro 21040-360, Brazil; (V.C.d.S.C.); (V.S.d.P.)
- Laboratory of Technological Development in Virology, Oswaldo Cruz Institute, Fiocruz, Rio de Janeiro 21040-360, Brazil
| | - Luciane Almeida Amado Leon
- Laboratory of Technological Development in Virology, Oswaldo Cruz Institute, Fiocruz, Rio de Janeiro 21040-360, Brazil
| | - Vanessa Salete de Paula
- Laboratory of Molecular Virology and Parasitology, Oswaldo Cruz Institute, Fiocruz, Rio de Janeiro 21040-360, Brazil; (V.C.d.S.C.); (V.S.d.P.)
| |
Collapse
|
18
|
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: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [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
|
19
|
Olmos R, Domínguez JM, Vargas-Salas S, Mosso L, Fardella CE, González G, Baudrand R, Guarda F, Valenzuela F, Arteaga E, Forenzano P, Nilo F, Lustig N, Martínez A, López JM, Cruz F, Loyola S, Leon A, Droppelmann N, Montero P, Domínguez F, Camus M, Solar A, Zoroquiain P, Roa JC, Muñoz E, Bruce E, Gajardo R, Miranda G, Riquelme F, Mena N, González HE. ThyroidPrint®: clinical utility for indeterminate thyroid cytology. Endocr Relat Cancer 2023; 30:e220409. [PMID: 37671897 PMCID: PMC10563504 DOI: 10.1530/erc-22-0409] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Accepted: 09/06/2023] [Indexed: 09/07/2023]
Abstract
Molecular testing contributes to improving the diagnosis of indeterminate thyroid nodules (ITNs). ThyroidPrint® is a ten-gene classifier aimed to rule out malignancy in ITN. Post-validation studies are necessary to determine the real-world clinical benefit of ThyroidPrint® in patients with ITN. A single-center, prospective, noninterventional clinical utility study was performed, analyzing the impact of ThyroidPrint® in the physicians' clinical decisions for ITN. Demographics, nodule characteristics, benign call rates (BCRs), and surgical outcomes were measured. Histopathological data were collected from surgical biopsies of resected nodules. Of 1272 fine-needle aspirations, 109 (8.6%) were Bethesda III and 135 (10.6%) were Bethesda IV. Molecular testing was performed in 155 of 244 ITN (63.5%), of which 104 were classified as benign (BCR of 67.1%). After a median follow-up of 15 months, 103 of 104 (99.0%) patients with a benign ThyroidPrint® remained under surveillance and one patient underwent surgery which was a follicular adenoma. Surgery was performed in all 51 patients with a suspicious for malignancy as per ThyroidPrint® result and in 56 patients who did not undergo testing, with a rate of malignancy of 70.6% and 32.1%, respectively. A higher BCR was observed in follicular lesion of undetermined significance (87%) compared to atypia of undetermined significance (58%) (P < 0.05). False-positive cases included four benign follicular nodules and six follicular and four oncocytic adenomas. Our results show that, physicians chose active surveillance instead of diagnostic surgery in all patients with a benign ThyroidPrint® result, reducing the need for diagnostic surgery in 67% of patients with preoperative diagnosis of ITN.
Collapse
Affiliation(s)
- Roberto Olmos
- Department of Endocrinology, School of Medicine Pontificia Universidad Católica de Chile
| | - José Miguel Domínguez
- Department of Endocrinology, School of Medicine Pontificia Universidad Católica de Chile
| | - Sergio Vargas-Salas
- Department of Surgical Oncology, School of Medicine Pontificia Universidad Católica de Chile
| | - Lorena Mosso
- Department of Endocrinology, School of Medicine Pontificia Universidad Católica de Chile
| | - Carlos E Fardella
- Department of Endocrinology, School of Medicine Pontificia Universidad Católica de Chile
| | - Gilberto González
- Department of Endocrinology, School of Medicine Pontificia Universidad Católica de Chile
| | - René Baudrand
- Department of Endocrinology, School of Medicine Pontificia Universidad Católica de Chile
| | - Francisco Guarda
- Department of Endocrinology, School of Medicine Pontificia Universidad Católica de Chile
| | - Felipe Valenzuela
- Department of Endocrinology, School of Medicine Pontificia Universidad Católica de Chile
| | - Eugenio Arteaga
- Department of Endocrinology, School of Medicine Pontificia Universidad Católica de Chile
| | - Pablo Forenzano
- Department of Endocrinology, School of Medicine Pontificia Universidad Católica de Chile
| | - Flavia Nilo
- Department of Endocrinology, School of Medicine Pontificia Universidad Católica de Chile
| | - Nicole Lustig
- Department of Endocrinology, School of Medicine Pontificia Universidad Católica de Chile
| | - Alejandra Martínez
- Department of Endocrinology, School of Medicine Pontificia Universidad Católica de Chile
| | - José M López
- Department of Endocrinology, School of Medicine Pontificia Universidad Católica de Chile
| | - Francisco Cruz
- Department of Radiology, School of Medicine Pontificia Universidad Católica de Chile
| | - Soledad Loyola
- Department of Radiology, School of Medicine Pontificia Universidad Católica de Chile
| | - Augusto Leon
- Department of Surgical Oncology, School of Medicine Pontificia Universidad Católica de Chile
| | - Nicolás Droppelmann
- Department of Surgical Oncology, School of Medicine Pontificia Universidad Católica de Chile
| | - Pablo Montero
- Department of Surgical Oncology, School of Medicine Pontificia Universidad Católica de Chile
| | - Francisco Domínguez
- Department of Surgical Oncology, School of Medicine Pontificia Universidad Católica de Chile
| | - Mauricio Camus
- Department of Surgical Oncology, School of Medicine Pontificia Universidad Católica de Chile
| | - Antonieta Solar
- Department of Anatomic Pathology, School of Medicine Pontificia Universidad Católica de Chile
| | - Pablo Zoroquiain
- Department of Anatomic Pathology, School of Medicine Pontificia Universidad Católica de Chile
| | - Juan Carlos Roa
- Department of Anatomic Pathology, School of Medicine Pontificia Universidad Católica de Chile
| | - Estefanía Muñoz
- Department of Surgical Oncology, School of Medicine Pontificia Universidad Católica de Chile
| | - Elsa Bruce
- Department of Surgical Oncology, School of Medicine Pontificia Universidad Católica de Chile
| | - Rossio Gajardo
- Department of Surgical Oncology, School of Medicine Pontificia Universidad Católica de Chile
| | - Giovanna Miranda
- Department of Surgical Oncology, School of Medicine Pontificia Universidad Católica de Chile
| | - Francisco Riquelme
- Department of Surgical Oncology, School of Medicine Pontificia Universidad Católica de Chile
| | - Natalia Mena
- Department of Surgical Oncology, School of Medicine Pontificia Universidad Católica de Chile
| | - Hernán E González
- Department of Surgical Oncology, School of Medicine Pontificia Universidad Católica de Chile
| |
Collapse
|
20
|
Alzahrani AS. Clinical use of Molecular Data in Thyroid Nodules and Cancer. J Clin Endocrinol Metab 2023; 108:2759-2771. [PMID: 37200449 DOI: 10.1210/clinem/dgad282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 05/12/2023] [Accepted: 05/16/2023] [Indexed: 05/20/2023]
Abstract
Over the past 3 decades, advances in the molecular genetics of thyroid cancer (TC) have been translated into diagnostic tests, prognostic markers, and therapeutic agents. The main drivers in differentiated TC pathogenesis are single-point mutations and gene fusions in components of the Mitogen-activated protein kinase (MAPK) and phosphoinositide-3-kinase-protein kinase B/Akt (PI3K/Akt) pathways. Other important genetic alterations in the more advanced types of TC include TERT promoter, TP53, EIF1AX, and epigenetic alterations. Using this knowledge, several molecular tests have been developed for cytologically indeterminate thyroid nodules. Currently, 3 commercially available tests are in use including a DNA/RNA-based test (ThyroSeq v.3), an RNA-based test (Afirma Gene Sequencing Classifier), and a hybrid DNA/miRNA test, ThyGeNEXT/ThyraMIR. These tests are mostly used to rule out malignancy in Bethesda III and IV thyroid nodules because they all have high sensitivities and negative predictive values. Their common use, predominantly in the United States, has resulted in a significant reduction in unnecessary thyroid surgeries for benign nodules. Some of these tests also provide information on the underlying molecular drivers of TC; this may support decision making in initial TC management planning, although this practice has not yet been widely adopted. More importantly, molecular testing is essential in patients with advanced disease before using specific mono-kinase inhibitors (eg, selpercatinib for RET-altered TC) because these drugs are ineffective in the absence of a specific molecular target. This mini-review discusses the utilization of molecular data in the clinical management of patients with thyroid nodules and TC in these different clinical situations.
Collapse
Affiliation(s)
- Ali S Alzahrani
- Department of Medicine and Department of Molecular Oncology, King Faisal Specialist Hospital & Research Centre, Riyadh 11211, Saudi Arabia
| |
Collapse
|
21
|
Durante C, Hegedüs L, Czarniecka A, Paschke R, Russ G, Schmitt F, Soares P, Solymosi T, Papini E. 2023 European Thyroid Association Clinical Practice Guidelines for thyroid nodule management. Eur Thyroid J 2023; 12:e230067. [PMID: 37358008 PMCID: PMC10448590 DOI: 10.1530/etj-23-0067] [Citation(s) in RCA: 73] [Impact Index Per Article: 73.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 06/23/2023] [Indexed: 06/27/2023] Open
Abstract
With the widespread use of sensitive imaging techniques, which include neck visualization, a conspicuous number of thyroid nodules emerge and demand attention. Most lesions are benign, asymptomatic, and do not warrant treatment. In the case of cancer diagnosis, most are small, intrathyroidal and indolent neoplasms that can safely be managed conservatively. There is a pronounced need for more cost-effective, risk-adapted approaches to the management of this highly prevalent condition, taking the wishes of the patient into consideration. Thus, the present guidelines aim at providing a clinical practice guide for the initial workup and the subsequent management of adult individuals harboring thyroid nodules. Importantly, these guidelines are not intended to cover the management of thyroid malignancy. The manuscript and the specific recommendations were developed by reconciling the best available research evidence with the knowledge and clinical experience of the panelists and updating aspects of a number of previous European Thyroid Association guidelines.
Collapse
Affiliation(s)
- Cosimo Durante
- Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy
| | - Laszlo Hegedüs
- Department of Endocrinology, Odense University Hospital, Odense, Denmark
| | - Agnieszka Czarniecka
- M. Sklodowska-Curie National Research, Institute of Oncology Gliwice Branch, Gliwice, Poland
| | - Ralf Paschke
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Gilles Russ
- Thyroid and Endocrine Tumors Department, Pitié-Salpêtrière Hospital, Sorbonne University GRC N°16, Paris, France
| | - Fernando Schmitt
- Faculty of Medicine of University of Porto, CINTESIS@RISE and Institute of Molecular Pathology and Immunology, University of Porto (Ipatimup), Porto, Portugal
| | - Paula Soares
- Institute of Investigation and Innovation in Health (I3S), Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Tamas Solymosi
- Endocrinology and Metabolism Clinic, Bugat Hospital, Gyöngyös, Hungary
| | - Enrico Papini
- Department of Endocrine and Metabolic Diseases, Regina Apostolorum Hospital, Albano, Rome, Italy
| |
Collapse
|
22
|
Lončar I, van Velsen EFS, Massolt ET, van Kemenade FJ, van Engen-van Grunsven ACH, van Hemel BM, van Nederveen FH, Netea-Maier R, Links TP, Peeters RP, van Ginhoven TM. European experience with the Afirma Gene Expression Classifier for indeterminate thyroid nodules: A clinical utility study in the Netherlands. Head Neck 2023; 45:2227-2236. [PMID: 37490544 DOI: 10.1002/hed.27472] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 04/30/2023] [Accepted: 07/11/2023] [Indexed: 07/27/2023] Open
Abstract
BACKGROUND The Gene Expression Classifier (GEC) and Genomic Sequencing Classifier (GSC) were developed to improve risk stratification of indeterminate nodules. Our aim was to assess the clinical utility in a European population with restrictive diagnostic workup. METHODS Clinical utility of the GEC was assessed in a prospective multicenter cohort of 68 indeterminate nodules. Diagnostic surgical rates for Bethesda III and IV nodules were compared to a historical cohort of 171 indeterminate nodules. Samples were post hoc tested with the GSC. RESULTS The GEC classified 26% as benign. Surgical rates between the prospective and historical cohort did not differ (72.1% vs. 76.6%). The GSC classified 59% as benign, but misclassified six malignant lesions as benign. CONCLUSION Implementation of GEC in management of indeterminate nodules in a European country with restrictive diagnostic workup is currently not supported, especially in oncocytic nodules. Prospective studies with the GSC in European countries are needed to determine the clinical utility.
Collapse
Affiliation(s)
- Ivona Lončar
- Department of Surgical Oncology and Gastrointestinal Surgery, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Evert F S van Velsen
- Department of Internal Medicine, Erasmus MC Academic Center for Thyroid Diseases, Rotterdam, the Netherlands
| | - Elske T Massolt
- Department of Internal Medicine, Albert Schweitzer Hospital, Dordrecht, the Netherlands
| | | | | | - Bettien M van Hemel
- Department of Pathology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | | | - Romana Netea-Maier
- Division of Endocrinology, Department of Internal Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Thera P Links
- Department of Endocrinology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Robin P Peeters
- Department of Internal Medicine, Erasmus MC Academic Center for Thyroid Diseases, Rotterdam, the Netherlands
| | - Tessa M van Ginhoven
- Department of Surgical Oncology and Gastrointestinal Surgery, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| |
Collapse
|
23
|
Belovarac B, Zhou F, Sharma J, Brandler TC. Indeterminate Thyroid Nodules and Advances in Molecular Pathology. Semin Diagn Pathol 2023; 40:349-352. [PMID: 37173165 DOI: 10.1053/j.semdp.2023.05.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 04/26/2023] [Accepted: 05/01/2023] [Indexed: 05/15/2023]
Abstract
Thyroid cytology has in recent years been augmented by molecular testing for indeterminate lesions. Three commercial molecular tests are available which provide variable amounts of detail regarding the genetic alterations identified in a sample. This paper will describe these tests, as well as the common molecular drivers associated with papillary thyroid carcinoma (PTC) and follicular patterned lesions, in order to help the practicing pathologist and clinician better interpret the results of these tests and incorporate this information into their management of cytologically indeterminate thyroid lesions.
Collapse
Affiliation(s)
- Brendan Belovarac
- NYU Langone Health, Department of Pathology, 560 First Avenue 4th Floor, New York NY 10016, USA
| | - Fang Zhou
- NYU Langone Health, Department of Pathology, 560 First Avenue 4th Floor, New York NY 10016, USA
| | - Jake Sharma
- NYU Langone Health, Department of Pathology, 560 First Avenue 4th Floor, New York NY 10016, USA
| | - Tamar C Brandler
- NYU Langone Health, Department of Pathology, 560 First Avenue 4th Floor, New York NY 10016, USA; Rutgers Robert Wood Johnson Medical School, Middlesex Pavilion, 3rd floor, 1 Robert Wood Johnson Place, New Brunswick, NJ 08901, USA.
| |
Collapse
|
24
|
Li LQ, Hilmi O, England J, Tolley N. An update on the management of thyroid nodules: rationalising the guidelines. J Laryngol Otol 2023; 137:965-970. [PMID: 36318928 DOI: 10.1017/s002221512200233x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
BACKGROUND Guidance for the management of thyroid nodules has evolved over time, from initial evaluation based predominantly on clinical grounds to now including the established role of ultrasound and fine needle aspiration cytology in their assessment. There is, however, significant variation in the management of thyroid nodules depending on which national guidelines are followed. In addition, there are certain clinical situations such as pregnancy and paediatric thyroid nodules that have differing evaluation priorities. OBJECTIVES This review aimed to provide an overview of currently accepted practices for the initial investigation and subsequent management of patients with thyroid nodules for the non-specialist. The review also addresses areas of variance between the systems in common clinical use, as well as newer, evolving technologies, including molecular testing in the evaluation of malignancy in thyroid nodules.
Collapse
Affiliation(s)
- L Q Li
- Department of Otorhinolaryngology Head and Neck Surgery, NHS Greater Glasgow and Clyde, Glasgow, Scotland
| | - O Hilmi
- Department of Otorhinolaryngology Head and Neck Surgery, NHS Greater Glasgow and Clyde, Glasgow, Scotland
| | - J England
- Department of Otorhinolaryngology Head and Neck Surgery, Hull and East Yorkshire Hospitals NHS Trust, Hull, UK
| | - N Tolley
- Department of Otorhinolaryngology Head and Neck Surgery, Imperial College Healthcare NHS Trust, London, UK
| |
Collapse
|
25
|
Słowińska-Klencka D, Popowicz B, Kulczycka-Wojdala D, Szymańska B, Duda-Szymańska J, Wojtaszek-Nowicka M, Kaczka K, Klencki M. Effective Use of microRNA, BRAF and Sonographic Risk Assessment in Bethesda III Thyroid Nodules Requires a Different Approach to Nodules with Features of Nuclear Atypia and Other Types of Atypia. Cancers (Basel) 2023; 15:4287. [PMID: 37686562 PMCID: PMC10486535 DOI: 10.3390/cancers15174287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 08/23/2023] [Accepted: 08/25/2023] [Indexed: 09/10/2023] Open
Abstract
The aim of the study was to analyze the diagnostic usefulness of the combined assessment of the ultrasound risk category of the nodule (evaluated with EU-TIRADS system), the presence of BRAF V600E mutation and the expression of selected microRNAs (miR-146b, miR-221 and miR-222) in Bethesda category III thyroid nodules, separately for cases with nuclear atypia (AUS-nuclear) and cases with other types of atypia (AUS-other). We evaluated 161 nodules (66 AUS-nuclear and 95 AUS-other) with known results of postoperative histopathological examination. The rate of cancer and the rate of PTC among cancers were nearly three times higher in the AUS-nuclear than the AUS-other group. For AUS-nuclear nodules, the most effective diagnostic panel included, in addition to repeat FNA, the assessment of BRAF V600E mutation and the expression of miR-146b and miR-222 (sensitivity: 93.5%, specificity: 80.0%). For AUS-other nodules, a two-step procedure was most effective: at the first stage, forgoing surgical treatment in subjects with a benign repeat FNA outcome, and, at the second stage, the assessment of miR-222 expression and the EU-TIRADS category (sensitivity: 92.3%, specificity: 76.8%). The optimal use of molecular methods in the diagnostics of category III thyroid nodules requires a separate approach for nodules with nuclear atypia and nodules with other types of atypia.
Collapse
Affiliation(s)
- Dorota Słowińska-Klencka
- Department of Morphometry of Endocrine Glands, Medical University of Lodz, Pomorska 251 St., 92-213 Lodz, Poland; (D.S.-K.); (B.P.)
| | - Bożena Popowicz
- Department of Morphometry of Endocrine Glands, Medical University of Lodz, Pomorska 251 St., 92-213 Lodz, Poland; (D.S.-K.); (B.P.)
| | - Dominika Kulczycka-Wojdala
- Research Laboratory CoreLab, Medical University of Lodz, Mazowiecka 6/8 St., 92-215 Lodz, Poland; (D.K.-W.); (B.S.)
| | - Bożena Szymańska
- Research Laboratory CoreLab, Medical University of Lodz, Mazowiecka 6/8 St., 92-215 Lodz, Poland; (D.K.-W.); (B.S.)
| | - Joanna Duda-Szymańska
- Department of Pathomorphology, Medical University of Lodz, Pomorska 251 St., 92-213 Lodz, Poland;
| | - Martyna Wojtaszek-Nowicka
- Department of Clinical Endocrinology, Medical University of Lodz, Pomorska 251 St., 92-213 Lodz, Poland;
| | - Krzysztof Kaczka
- Department of General and Oncological Surgery, Surgical Clinical Sciences, Medical University of Lodz, Pomorska 251 St., 92-213 Lodz, Poland;
| | - Mariusz Klencki
- Department of Morphometry of Endocrine Glands, Medical University of Lodz, Pomorska 251 St., 92-213 Lodz, Poland; (D.S.-K.); (B.P.)
| |
Collapse
|
26
|
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: 1.0] [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
|
27
|
Piga I, L'Imperio V, Capitoli G, Denti V, Smith A, Magni F, Pagni F. Paving the path toward multi-omics approaches in the diagnostic challenges faced in thyroid pathology. Expert Rev Proteomics 2023; 20:419-437. [PMID: 38000782 DOI: 10.1080/14789450.2023.2288222] [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: 09/12/2023] [Accepted: 11/22/2023] [Indexed: 11/26/2023]
Abstract
INTRODUCTION Despite advancements in diagnostic methods, the classification of indeterminate thyroid nodules still poses diagnostic challenges not only in pre-surgical evaluation but even after histological evaluation of surgical specimens. Proteomics, aided by mass spectrometry and integrated with artificial intelligence and machine learning algorithms, shows great promise in identifying diagnostic markers for thyroid lesions. AREAS COVERED This review provides in-depth exploration of how proteomics has contributed to the understanding of thyroid pathology. It discusses the technical advancements related to immunohistochemistry, genetic and proteomic techniques, such as mass spectrometry, which have greatly improved sensitivity and spatial resolution up to single-cell level. These improvements allowed the identification of specific protein signatures associated with different types of thyroid lesions. EXPERT COMMENTARY Among all the proteomics approaches, spatial proteomics stands out due to its unique ability to capture the spatial context of proteins in both cytological and tissue thyroid samples. The integration of multi-layers of molecular information combining spatial proteomics, genomics, immunohistochemistry or metabolomics and the implementation of artificial intelligence and machine learning approaches, represent hugely promising steps forward toward the possibility to uncover intricate relationships and interactions among various molecular components, providing a complete picture of the biological landscape whilst fostering thyroid nodule diagnosis.
Collapse
Affiliation(s)
- Isabella Piga
- Department of Medicine and Surgery, Clinical Proteomics and Metabolomics Unit, University of Milano - Bicocca, Monza, Italy
| | - Vincenzo L'Imperio
- Department of Medicine and Surgery, Pathology, Fondazione IRCCS San Gerardo dei Tintori, University of Milan-Bicocca, Monza, Italy
| | - Giulia Capitoli
- Department of Medicine and Surgery, Bicocca Bioinformatics Biostatistics and Bioimaging B4 Center, University of Milan - Bicocca (UNIMIB), Monza, Italy
| | - Vanna Denti
- Department of Medicine and Surgery, Clinical Proteomics and Metabolomics Unit, University of Milano - Bicocca, Monza, Italy
| | - Andrew Smith
- Department of Medicine and Surgery, Clinical Proteomics and Metabolomics Unit, University of Milano - Bicocca, Monza, Italy
| | - Fulvio Magni
- Department of Medicine and Surgery, Clinical Proteomics and Metabolomics Unit, University of Milano - Bicocca, Monza, Italy
| | - Fabio Pagni
- Department of Medicine and Surgery, Pathology, Fondazione IRCCS San Gerardo dei Tintori, University of Milan-Bicocca, Monza, Italy
| |
Collapse
|
28
|
Parpounas C, Constantinides V. Advances in Molecular Profiling and Their Potential Influence on the Extent of Surgery in Well-Differentiated Thyroid Carcinoma (WDTC). Life (Basel) 2023; 13:1382. [PMID: 37374164 DOI: 10.3390/life13061382] [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: 05/10/2023] [Revised: 06/02/2023] [Accepted: 06/09/2023] [Indexed: 06/29/2023] Open
Abstract
Thyroid cancer surgery has evolved dramatically with advances in our understanding of the biological behaviour of WDTC. Molecular profiling is shedding light on the subset that may behave aggressively. In an era when thyroid cancer management is becoming increasingly conservative, decision making regarding the extent of surgery must be objectively guided by molecular markers. The aim of the present article is to summarise the current published literature and provide possible practice recommendations. An online search for relevant published articles was performed using several databases. Title, abstract, and full-text screening, along with data extraction, was performed by two independent reviewers after the inclusion and exclusion criteria were defined. A total of 1241 articles were identified, and 82 relevant articles were extracted and scrutinised. BRAF V600E and TERT promoter mutations were found to be associated with an increased risk of disease recurrence and distant metastases. Several other mutations have been identified that enhance disease aggressiveness (such as RET/PTC, PTEN, and TP53). One of the most important determinants of the outcome in WDTC is the extent of surgical resection. The evolution of molecular testing has reached a stage of personalised incorporation into surgical practice. Guidelines for molecular testing and surgery in WDTC will need to be clearly defined, arguably representing the next chapter in the management of the disease.
Collapse
Affiliation(s)
- Constantinos Parpounas
- Department of Endocrine Surgery, Evangelistria Medical Centre, 1 Michael Giorgalla Street, 1095 Nicosia, Cyprus
| | - Vasilis Constantinides
- Department of Endocrine Surgery, Evangelistria Medical Centre, 1 Michael Giorgalla Street, 1095 Nicosia, Cyprus
- Medical School, University of Nicosia, 93 Ayiou Nikolaou Street, Engomi, 2408 Nicosia, Cyprus
| |
Collapse
|
29
|
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: 0] [Impact Index Per Article: 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
|
30
|
Velez Torres JM, Tjendra Y, Kerr DA. A Triumvirate:: Correlating Thyroid Cytopathology, Molecular Testing, and Histopathology. Surg Pathol Clin 2023; 16:1-14. [PMID: 36739157 DOI: 10.1016/j.path.2022.09.003] [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: 12/13/2022]
Abstract
Risk stratification is essential in the preoperative evaluation and management of thyroid nodules, most of which are benign. Advances in DNA and RNA sequencing have shed light on the molecular drivers of thyroid cancer. Molecular testing of cytologically indeterminate nodules has helped refine risk stratification, triage patients for surgery, and determine the extent of surgery. Molecular platforms with high negative predictive values can help identify nodules that may be spared surgery and can be managed conservatively. Here we discuss the importance of integrating cytomorphologic, molecular, and histologic features to help avoid errors and improve patient management.
Collapse
Affiliation(s)
- Jaylou M Velez Torres
- Department of Pathology and Laboratory Medicine, University of Miami Miller School of Medicine, 1400 NW 12(th) Avenue, Miami, FL 33136, USA. https://twitter.com/JaylouVelez
| | - Youley Tjendra
- Department of Pathology and Laboratory Medicine, University of Miami Miller School of Medicine, 1400 NW 12(th) Avenue, Miami, FL 33136, USA. https://twitter.com/Y_Tjendra
| | - Darcy A Kerr
- Department of Pathology and Laboratory Medicine, Dartmouth-Hitchcock Medical Center, One Medical Center Drive, Lebanon, NH 03756, USA; Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA.
| |
Collapse
|
31
|
Hudson TJ, Pusztaszeri MP, Hier MP, Forest VI, Yang JW, Payne RJ. Does the likelihood of malignancy in thyroid nodules with RAS mutations increase in direct proportion with the allele frequency percentage? J Otolaryngol Head Neck Surg 2023; 52:12. [PMID: 36774522 PMCID: PMC9921308 DOI: 10.1186/s40463-022-00611-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 12/06/2022] [Indexed: 02/13/2023] Open
Abstract
BACKGROUND Genomic testing has enhanced pre-surgical decision making for cytologically indeterminate thyroid nodules, but there remains uncertainty regarding RAS mutations. The addition of extra genetic alterations to previous driver mutation panels has been shown to improve predictive value. This study aims to evaluate the relationship between the mutant allele frequency (AF) and likelihood of malignancy in thyroid nodules with RAS mutations. METHODS A retrospective cohort review was performed evaluating patients with indeterminate cytology (Bethesda categories III, IV and V) and ThyroSeq® v3 testing demonstrating a RAS mutation, who underwent surgery. Univariate and multivariate regression analyses were used to evaluate relationships between AF, other genetic alterations, and malignancy. RESULTS Thirty-nine patients met criteria, 77% of the thyroid nodules (30/39) were found to be malignant. None demonstrated aggressive pathology. On univariate regression, there was no relationship between AF and likelihood of malignancy. There was, however, a significant correlation between AF and the rate of an additional genetic alteration. Multivariate analysis found a trend between RAS, a second genetic alteration and malignancy, but it did not reach statistical significance. CONCLUSIONS There was no direct relationship between the level of allelic frequency in thyroid nodules expressing RAS mutations and the likelihood of malignancy. There was a statistically significant relationship between increasing AF and the presence of a second genetic abnormality, suggesting a possible progression from initial driver mutation and then a second genetic alteration prior to malignant transformation.
Collapse
Affiliation(s)
- Thomas J Hudson
- Department of Otolaryngology - Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Ch. de la Côte-Sainte-Catherine Rd., Montreal, QC, H3T 1E2, Canada.,nt of Otolaryngology - Head and Neck Surgery, McGill University Health Centre, Montreal, QC, Canada
| | | | - Michael P Hier
- Department of Otolaryngology - Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Ch. de la Côte-Sainte-Catherine Rd., Montreal, QC, H3T 1E2, Canada
| | - Veronique-Isabelle Forest
- Department of Otolaryngology - Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Ch. de la Côte-Sainte-Catherine Rd., Montreal, QC, H3T 1E2, Canada
| | - Ji-Wei Yang
- Division of Endocrinology, McGill University Health Centre, Montreal, QC, Canada
| | - Richard J Payne
- Department of Otolaryngology - Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Ch. de la Côte-Sainte-Catherine Rd., Montreal, QC, H3T 1E2, Canada. .,nt of Otolaryngology - Head and Neck Surgery, McGill University Health Centre, Montreal, QC, Canada.
| |
Collapse
|
32
|
Macerola E, Poma AM, Vignali P, Proietti A, Torregrossa L, Ugolini C, Basolo A, Matrone A, Elisei R, Santini F, Basolo F. MicroRNA expression profiling of RAS-mutant thyroid tumors with follicular architecture: microRNA signatures to discriminate benign from malignant lesions. J Endocrinol Invest 2023:10.1007/s40618-023-02023-5. [PMID: 36749451 DOI: 10.1007/s40618-023-02023-5] [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: 10/26/2022] [Accepted: 01/24/2023] [Indexed: 02/08/2023]
Abstract
PURPOSE RAS mutations represent common driver alterations in thyroid cancer. They can be found in benign, low-risk and malignant thyroid tumors with follicular architecture, which are often diagnosed as indeterminate nodules on preoperative cytology. Therefore, the detection of RAS mutations in preoperative setting has a suboptimal predictive value for malignancy. In this study, we investigated differentially expressed microRNA (miRNA) in benign and malignant thyroid tumors with follicular architecture carrying mutations in RAS genes. METHODS Total RNA was purified from 60 RAS-mutant follicular-patterned thyroid tumors, including follicular adenoma (FA), noninvasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP), papillary and follicular thyroid carcinoma cases (PTC, FTC); 22 RAS-negative FAs were used as controls. The expression analysis of 798 miRNAs was performed by digital counting (nCounter nanoString platform). RESULTS Comparing RAS-mutant and RAS-negative FAs, 12 miRNAs showed significant deregulation, which was likely related to the oncogenic effects of RAS mutations. Twenty-two miRNAs were differentially expressed in RAS-mutant benign versus malignant tumors. Considering the tumor type, 24 miRNAs were deregulated in PTC, 19 in NIFTP, and seven in FTC and compared to FA group; among these, miR-146b-5p, miR-144-3p, and miR-451a showed consistent deregulation in all the comparisons with the highest fold change. CONCLUSIONS The miRNA expression analysis of follicular-patterned thyroid tumors demonstrated that RAS mutations influences miRNA profile in benign tumors. In addition, several miRNAs showed a histotype-specific deregulation and could discriminate between RAS-mutant benign and RAS-mutant malignant thyroid lesions, thus deserving further investigation as potential diagnostic markers.
Collapse
Affiliation(s)
- E Macerola
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University of Pisa, via Savi, 10, 56126, Pisa, Italy
| | - A M Poma
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University of Pisa, via Savi, 10, 56126, Pisa, Italy
| | - P Vignali
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University of Pisa, via Savi, 10, 56126, Pisa, Italy
| | - A Proietti
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University of Pisa, via Savi, 10, 56126, Pisa, Italy
| | - L Torregrossa
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University of Pisa, via Savi, 10, 56126, Pisa, Italy
| | - C Ugolini
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University of Pisa, via Savi, 10, 56126, Pisa, Italy
| | - A Basolo
- Department of Clinical and Experimental Medicine, University of Pisa, via Savi, 10, 56126, Pisa, Italy
| | - A Matrone
- Department of Clinical and Experimental Medicine, University of Pisa, via Savi, 10, 56126, Pisa, Italy
| | - R Elisei
- Department of Clinical and Experimental Medicine, University of Pisa, via Savi, 10, 56126, Pisa, Italy
| | - F Santini
- Department of Clinical and Experimental Medicine, University of Pisa, via Savi, 10, 56126, Pisa, Italy
| | - F Basolo
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University of Pisa, via Savi, 10, 56126, Pisa, Italy.
| |
Collapse
|
33
|
Valderrabano P, Eszlinger M, Stewardson P, Paschke R. Clinical value of molecular markers as diagnostic and prognostic tools to guide treatment of thyroid cancer. Clin Endocrinol (Oxf) 2023; 98:753-762. [PMID: 36715016 DOI: 10.1111/cen.14882] [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: 04/20/2022] [Revised: 11/21/2022] [Accepted: 01/27/2023] [Indexed: 01/31/2023]
Abstract
OBJECTIVE Advances in our understanding of the molecular biology of thyroid tumours is being rapidly translated into their clinical management. This review summarizes the current use of molecular testing in thyroid tumours, focusing on their usefulness as diagnostic and prognostic tools to guide treatment with consideration of present limitations. DESIGN Considerations about molecular testing applications for the diagnosis and treatment of thyroid tumours are divided into four sections/roles: (1) evaluating cytologically indeterminate thyroid nodules; (2) guiding extent of surgery in indeterminate thyroid nodules; (3) completing histological characterization of thyroid tumours and (4) identifying actionable mutations in advanced progressive thyroid cancers. RESULTS Genomic testing can improve the presurgical malignancy risk assessment in indeterminate thyroid nodules. However, a prior in-depth analysis of institutional quality and outcomes of sonographical, cytological and histological characterization of thyroid tumours is necessary. Presently, it remains uncertain whether knowing the molecular profile of a cytologically indeterminate thyroid nodule might be advantageous to modify the extent of initial surgery. Molecular characterization of thyroid tumours can be a valuable adjunct to morphological diagnosis in some challenging cases, such as in low-risk follicular cell-derived neoplasms, or rare tumours. Finally, as selective kinase inhibitors are available, molecular testing in locally advanced/metastatic progressive thyroid cancers should also be integrated into the institutional clinical management pathway to improve outcomes and limit toxicity. CONCLUSIONS Molecular testing needs to be implemented into the local evidence-based clinical management thyroid nodule/cancer pathways to improve its diagnostic and prognostic value and to optimize cost-effectiveness.
Collapse
Affiliation(s)
- Pablo Valderrabano
- Department of Endocrinology and Nutrition, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain
| | - Markus Eszlinger
- Department of Oncology and Arnie Charbonneau Cancer Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Institute of Pathology, University Hospital Halle (Saale), Halle (Saale), Germany
| | - Paul Stewardson
- Department of Medical Science and Arnie Charbonneau Cancer Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Ralf Paschke
- Departments of Medicine, Oncology, Pathology and Laboratory Medicine, Biochemistry and Molecular Biology, and Arnie Charbonneau Cancer Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| |
Collapse
|
34
|
Effect of Having Concurrent Mutations on the Degree of Aggressiveness in Patients with Thyroid Cancer Positive for TERT Promoter Mutations. Cancers (Basel) 2023; 15:cancers15020413. [PMID: 36672362 PMCID: PMC9856260 DOI: 10.3390/cancers15020413] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Revised: 12/30/2022] [Accepted: 01/05/2023] [Indexed: 01/11/2023] Open
Abstract
This study aimed to examine whether concurrent mutations with a TERT promoter mutation are associated with a greater likelihood of more aggressive disease than a TERT promoter mutation alone. The medical records of 1477 patients who underwent thyroid surgery at two tertiary hospitals between 2017 and 2022 were reviewed. Twenty-four patients had TERT promoter mutations based on molecular profile testing. Clinicodemographic data, mutational profiles, and histopathological features were assessed. Descriptive analysis, Fisher's exact test, and binary logistic regression were performed. Seven patients had single-gene TERT promoter mutations, and 17 had concurrent mutations, including BRAF V600E, HRAS, NRAS, PIK3CA, and EIF1AX. The overall prevalence of malignancy was 95.8%, of which 78.3% were aggressive thyroid cancers. There was a statistically significant association between concurrent mutations and disease aggressiveness. The odds of having aggressive disease were 10 times higher in patients with a TERT promoter mutation and a concurrent molecular alteration than in those with a TERT promoter mutation alone. This is an important finding for thyroid specialists to consider when counseling patients concerning risk stratification and management options.
Collapse
|
35
|
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: 1] [Impact Index Per Article: 1.0] [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
|
36
|
Abstract
Molecular diagnostic testing has had a profound impact on the diagnosis and management of thyroid nodules and thyroid cancer. Based on the tremendous expansion of knowledge of the genomic landscape of thyroid cancer over the past few decades, tests have been developed, analyzed, modified, and implemented into clinical practice. Genomic testing of thyroid nodules to improve preoperative diagnosis has become an important component supporting decision-making in clinical care, reducing the need for diagnostic surgeries and improving accuracy of cancer risk assessment. In addition, a role for molecular testing of established thyroid cancers to assist in selection of therapeutic options for patients with advanced and/or progressive disease has been established. Research is ongoing to determine if molecular results should affect management of less aggressive forms of thyroid cancer earlier in clinical management. This review will outline the various commercial platforms for molecular diagnostics for nodules emphasizing their performance parameters and indications for use, as well as discuss the use of genomic analysis for progressive thyroid cancer and highlight opportunities for further research.
Collapse
Affiliation(s)
- Jennifer A Sipos
- Division of Endocrinology, Diabetes and Metabolism, The Ohio State University College of Medicine, Columbus, 43210, OH, USA
| | - Matthew D Ringel
- Division of Endocrinology, Diabetes and Metabolism, The Ohio State University College of Medicine, Co-leader, Cancer Biology Program, The Ohio State University Comprehensive Cancer Center, Columbus, 43210, OH, USA.
| |
Collapse
|
37
|
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: 10] [Impact Index Per Article: 10.0] [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
|
38
|
Rajab M, Bandargal S, Pusztaszeri MP, Forest VI, Alohali S, da Silva SD, Tamilia M, Payne RJ. Coexisting Molecular Alterations Increase the Risk of Malignancy in Thyroid Nodules with Copy Number Alterations. Cancers (Basel) 2022; 14:cancers14246149. [PMID: 36551633 PMCID: PMC9776079 DOI: 10.3390/cancers14246149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 12/05/2022] [Accepted: 12/06/2022] [Indexed: 12/23/2022] Open
Abstract
Molecular mutations and alterations play a role in thyroid tumorigenesis. Different alterations are associated with different clinical and pathological characteristics. Copy number alterations (CNAs) are known to be present in some thyroid tumors; however, their idiosyncratic clinicopathological implications are not yet well elucidated. A retrospective chart review was performed to identify patients with CNAs on pre-operative molecular testing results who subsequently underwent surgical treatment between January 2016 and April 2022 at McGill University teaching hospitals. Of the 316 patients with thyroid nodules who opted for molecular testing with ThyroSeqV3 followed by surgery, 67 (21.2%) nodules were positive for CNAs, including 23 Bethesda III, 31 Bethesda IV, 12 Bethesda V and 1 Bethesda VI nodules. On surgical pathology, 29.9% were benign and 70.1% were malignant or non-invasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP). Among those that were malignant/NIFTP, 17.02% were considered to be aggressive cancers. The presence of other molecular alterations was found to be an independent predictor of malignancy in multivariate analysis (OR = 5.087, 95% C.I. = 1.12-23.04, p = 0.035). No unique factor was correlated with aggressiveness; however, CNA-positive thyroid nodules that were associated with high-risk mutations such as BRAF V600E, TP53, NTRK1/3 fusion, or PTEN mutation with high allele frequency (AF) ended up being aggressive cancers. Most of the CNA-positive thyroid nodules resulted in follicular patterned tumors in 41 (65.2%) cases and oncocytic tumors in 20 (29.9%) cases. This study demonstrates that 70.1% of surgically resected thyroid nodules with CNAs were malignant/NIFTP. Most CNA-positive thyroid nodules were either oncocytic patterned tumors or follicular patterned tumors. Furthermore, CNA-positive thyroid nodules were more likely to be malignant if they were associated with other molecular alterations or mutations.
Collapse
Affiliation(s)
- Mohannad Rajab
- Department of Otolaryngology—Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Côte-Sainte-Catherine Road, Montreal, QC H3T 1E2, Canada
- Departments of Otolaryngology—Head and Neck Surgery, Royal Victoria Hospital, McGill University, 1001 Decarie Blvd, Montreal, QC H4A 3J1, Canada
- Department of Otolaryngology—Head and Neck Surgery, King Faisal Specialist Hospital & Research Center, Al Madinah Al Munawwarah 42523, Saudi Arabia
| | - Saruchi Bandargal
- Faculty of Medicine, McGill University, 845 Rue Sherbrooke O, Montral, QC H3A 0G4, Canada
| | - Marc Philippe Pusztaszeri
- Department of Pathology, Jewish General Hospital, McGill University, 3755 Côte-Sainte-Catherine Road, Montreal, QC H3T 1E2, Canada
| | - Véronique-Isabelle Forest
- Department of Otolaryngology—Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Côte-Sainte-Catherine Road, Montreal, QC H3T 1E2, Canada
| | - Sama Alohali
- Department of Otolaryngology—Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Côte-Sainte-Catherine Road, Montreal, QC H3T 1E2, Canada
- Departments of Otolaryngology—Head and Neck Surgery, Royal Victoria Hospital, McGill University, 1001 Decarie Blvd, Montreal, QC H4A 3J1, Canada
- Department of Otolaryngology—Head and Neck Surgery, King Faisal Specialist Hospital & Research Center, Al Madinah Al Munawwarah 42523, Saudi Arabia
| | - Sabrina Daniela da Silva
- Department of Otolaryngology—Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Côte-Sainte-Catherine Road, Montreal, QC H3T 1E2, Canada
| | - Michael Tamilia
- Department of Endocrinology and Metabolism, Jewish General Hospital, McGill University, 3755 Côte-Sainte-Catherine Road, Montreal, QC H3T 1E2, Canada
| | - Richard J. Payne
- Department of Otolaryngology—Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Côte-Sainte-Catherine Road, Montreal, QC H3T 1E2, Canada
- Departments of Otolaryngology—Head and Neck Surgery, Royal Victoria Hospital, McGill University, 1001 Decarie Blvd, Montreal, QC H4A 3J1, Canada
- Correspondence:
| |
Collapse
|
39
|
Lasolle H, Lopez J, Pattou F, Borson-Chazot F, Bardet S, Groussin L, Buffet C. SFE-AFCE-SFMN 2022 Consensus on the management of thyroid nodules : Role of molecular tests for cytologically indeterminate thyroid nodules. ANNALES D'ENDOCRINOLOGIE 2022; 83:395-400. [PMID: 36283464 DOI: 10.1016/j.ando.2022.10.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The SFE-AFCE-SFMN 2022 consensus deals with the management of thyroid nodules, a condition that is a frequent reason for consultation in endocrinology. In more than 90% of cases, patients are euthyroid, with benign non-progressive nodules that do not warrant specific treatment. The clinician's objective is to detect malignant thyroid nodules at risk of recurrence and death, toxic nodules responsible for hyperthyroidism or compressive nodules warranting treatment. The diagnosis and treatment of thyroid nodules requires close collaboration between endocrinologists, nuclear medicine physicians and surgeons, but also involves other specialists. Therefore, this consensus statement was established jointly by 3 societies: the French Society of Endocrinology (SFE), French Association of Endocrine Surgery (AFCE) and French Society of Nuclear Medicine (SFMN); the various working groups included experts from other specialties (pathologists, radiologists, pediatricians, biologists, etc.). Because of the emerging role of molecular fine-needle cytology diagnostics, the French Endocrine Society convened a panel of experts to review the evidence for the diagnostic value of molecular tests performed on cytologically indeterminate thyroid nodules.
Collapse
Affiliation(s)
- Hélène Lasolle
- Fédération d'endocrinologie, Groupement Hospitalier Est, Hospices Civils de Lyon, Lyon, France; Inserm U1290, université Claude-Bernard Lyon 1, Lyon, France
| | - Jonathan Lopez
- Département de biochimie et de biologie moléculaire, centre Hospitalier Lyon Sud, Hospices Civils de Lyon; Cancer Research Center of Lyon, Lyon 1 University, Lyon, France
| | - François Pattou
- Service de chirurgie générale et endocrinienne, CHRU de Lille, Université de Lille, Lille, France
| | - Françoise Borson-Chazot
- Département de médecine nucléaire, centre de Lutte Contre le Cancer François Baclesse, Caen, France
| | - Stéphane Bardet
- Département de médecine nucléaire, centre de Lutte Contre le Cancer François Baclesse, Caen, France
| | - Lionel Groussin
- Service d'Endocrinologie, AP-HP, hôpital Cochin, université de Paris, Paris, France
| | - Camille Buffet
- Sorbonne université, GRC n°16, GRC tumeurs thyroïdiennes, service des pathologies thyroïdiennes et tumorales endocrines, AP-HP, hôpital Pitié-Salpêtrière, 75013 Paris, France.
| |
Collapse
|
40
|
Skaugen JM, Taneja C, Liu JB, Wald AI, Nikitski AV, Chiosea SI, Seethala RR, Ohori NP, Karslioglu-French E, Carty SE, Nikiforova MN, Yip L, Nikiforov YE. Performance of a Multigene Genomic Classifier in Thyroid Nodules with Suspicious for Malignancy Cytology. Thyroid 2022; 32:1500-1508. [PMID: 35864811 PMCID: PMC9807251 DOI: 10.1089/thy.2022.0282] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Background: Molecular testing is increasingly used to refine the probability of cancer and assess recurrence risk in thyroid nodules with Bethesda III/IV fine needle aspiration (FNA) cytology. However, limited data exist for Bethesda V (suspicious for malignancy [SFM]) samples. This study evaluated the performance of ThyroSeq v3 (TSv3) in thyroid nodules with SFM cytology. Methods: In this single-institution retrospective cohort study, consecutive thyroid FNA samples diagnosed as SFM with TSv3 testing and known surgical outcome were identified. Clinical, pathology, and molecular findings were reviewed. The TSv3 Cancer Risk Classifier was used to determine molecular risk groups (MRGs). For test-negative cases diagnosed as cancer/noninvasive follicular thyroid neoplasm with papillary-like nuclear features, TSv3 was performed on the resected tumors. Results: Among 128 SFM samples studied, 100 (78.1%) were TSv3 positive, and 28 (21.9%) were negative. The cancer prevalence on surgery was 82.8%. Among test-positive samples, 95% were malignant and 5% benign. Among test-negative samples, 17 (60.7%) were benign and 11 (39.3%) malignant. Overall, TSv3 had a sensitivity of 89.6% (confidence interval; CI 82.4-94.1) and a specificity of 77.3% (CI 56.6-89.9). For a cancer prevalence of 50-75% expected in SFM cytology by the Bethesda system, the negative predictive value was expected to range from 71.2% to 88.1% and the positive predictive value from 79.8% to 92.2%. Among test-positive nodules, 20% were MRG-Low (mostly RAS-like alterations), 66% MRG-Intermediate (mostly BRAF-like alterations), and 14% MRG-High. Among patients with cancer, 65 (61.3%) were American Thyroid Association low risk, 25 (23.6%) intermediate risk, and 6 (5.7%) high risk. During the mean follow-up of 51.2 months (range: <1 to 470 months), 12 (13.0%) patients had disease recurrence, which was more common in MRG-High (54.6%) compared with MRG-Intermediate (9.5%) and MRG-Low (0%) cancers (p < 0.001). Upon reexamining tumors with false-negative results, half of evaluable cases had alterations likely missed due to limiting FNA sampling, and the remainder represented low-risk tumors. Potentially targetable alterations were identified in 10 samples. Conclusions: In this large series of SFM thyroid nodules, TSv3 further improved cancer prediction and detected RAS-like, BRAF-like, high-risk, and potentially targetable alterations, all of which may inform more optimal patient management. MRGs were associated with recurrence-free survival, offering potential preoperative cancer risk stratification.
Collapse
Affiliation(s)
- John M. Skaugen
- Division of Molecular and Genomic Pathology, Department of Pathology; Department of Pathology; University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
- Address correspondence to: John M. Skaugen, MD, Department of Pathology, University of Pittsburgh School of Medicine, 3477 Euler Way, Room 7028, Pittsburgh, PA 15213, USA
| | - Charit Taneja
- Division of Endocrinology, Department of Medicine; Department of Pathology; University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Jason B. Liu
- Division of Endocrine Surgery, Department of Surgery; and Department of Pathology; University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Abigail I. Wald
- Division of Molecular and Genomic Pathology, Department of Pathology; Department of Pathology; University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Alyaksandr V. Nikitski
- Division of Molecular and Genomic Pathology, Department of Pathology; Department of Pathology; University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Simion I. Chiosea
- Division of Molecular and Genomic Pathology, Department of Pathology; Department of Pathology; University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
- Division of Anatomic Pathology, Department of Pathology; University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Raja R. Seethala
- Division of Anatomic Pathology, Department of Pathology; University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - N. Paul Ohori
- Division of Anatomic Pathology, Department of Pathology; University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Esra Karslioglu-French
- Division of Endocrinology, Department of Medicine; Department of Pathology; University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Sally E. Carty
- Division of Endocrine Surgery, Department of Surgery; and Department of Pathology; University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Marina N. Nikiforova
- Division of Molecular and Genomic Pathology, Department of Pathology; Department of Pathology; University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Linwah Yip
- Division of Endocrine Surgery, Department of Surgery; and Department of Pathology; University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Yuri E. Nikiforov
- Division of Molecular and Genomic Pathology, Department of Pathology; Department of Pathology; University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
41
|
Cipriani NA, Johnson DN, Sarne DH, Angelos P, Reeves W, Antic T. The Significance of RAS-Like Mutations and MicroRNA Profiling in Predicting Malignancy in Thyroid Biopsy Specimens. Endocr Pathol 2022; 33:446-456. [PMID: 36227454 DOI: 10.1007/s12022-022-09734-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/07/2022] [Indexed: 11/03/2022]
Abstract
In cytologically indeterminate thyroid nodules undergoing molecular testing, estimated risk of malignancy is variable. Identification of a non-cancer-specific mutation (RAS-like) confirms a neoplastic process but does not differentiate between benign, malignant, and low-risk neoplasms. This study aims to retrospectively evaluate institutional experience of Interpace (ThyGeNEXT® and ThyraMIR®; Pittsburgh, PA) testing and to determine the rate of malignancy in resected nodules, stratified by mutational analysis and microRNA profile. Of 1917 fine need aspirations, 140 (7.3%) underwent Interpace testing: 47 (33.6%) were molecular-not-benign (harbored mutation, fusion, and/or positive miRNA) and 93 (66.4%) were molecular-benign (no mutations or fusions and negative microRNA). Surgery was spared in 79.6% of molecular-benign and 61.4% of all tested patients. Fifty-four (38.6%) underwent resection. Seventeen (89.5%) of the resected molecular-benign were benign and 2 were malignant. Thirteen (37.1%) of the resected molecular-not-benign were benign, 7 (20%) were noninvasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP), and 15 (42.9%) were malignant (p < 0.05, negative predictive value (NPV) 89.4-95.6%, positive predictive value (PPV) 22.3-42.8%). Most molecular-not-benign (72.3%) had RAS-like mutation. Twenty-three were resected: 3 were malignant and 7 were NIFTP. Nodules with non-RAS-like mutations (BRAF V600E-like, others) were more likely to be malignant than RAS-like (H/N/KRAS, BRAF K601E) (p < 0.05, NPV 86.9-96.5%, PPV 100%). Most nodules had RAS-like mutations and most were benign or low-risk neoplasms (NIFTP). This study supports the role of histologic examination in the distinction of malignancy in RAS-like thyroid neoplasms and underscores the role of molecular testing in risk stratification, patient counseling, and operative management.
Collapse
Affiliation(s)
- Nicole A Cipriani
- Department of Pathology, The University of Chicago, 5841 S. Maryland Ave., MC 6101, Chicago, IL, 60637, USA.
| | | | - David H Sarne
- Department of Medicine, Section of Endocrinology, Diabetes and Metabolism, The University of Chicago, Chicago, IL, USA
| | - Peter Angelos
- Department of Surgery, Section of Endocrine Surgery, The University of Chicago, Chicago, IL, USA
| | - Ward Reeves
- Department of Pathology, The University of Chicago, 5841 S. Maryland Ave., MC 6101, Chicago, IL, 60637, USA
| | - Tatjana Antic
- Department of Pathology, The University of Chicago, 5841 S. Maryland Ave., MC 6101, Chicago, IL, 60637, USA
| |
Collapse
|
42
|
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: 9.0] [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
|
43
|
Stewardson P, Eszlinger M, Paschke R. DIAGNOSIS OF ENDOCRINE DISEASE: Usefulness of genetic testing of fine-needle aspirations for diagnosis of thyroid cancer. Eur J Endocrinol 2022; 187:R41-R52. [PMID: 35900312 DOI: 10.1530/eje-21-1293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Accepted: 07/04/2022] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Genetic testing is increasingly used to diagnose or rule out thyroid cancer in indeterminate fine-needle aspirations. This review evaluates the usefulness of these methods with considerations of advantages and limitations. DESIGN Given the diagnostic problem associated with the increasing incidental detection of indeterminate thyroid nodules in the context of thyroid cancer overtreatment, we consider the conditions and respective necessary settings for the role of genetic testing to improve presurgical malignancy risk stratification. METHODS We review diagnostic pathway requirements and commercially available molecular tests with their respective advantages and disadvantages and discuss the prerequisites required for local application and implementation including quality assurance for local ultrasound and cytopathology practices. RESULTS Recent improvements in available molecular diagnostic tests have brought high sensitivity and specificity in initial validation studies, but whether these promising results translate to other clinical settings depends on the quality of the local thyroid nodule diagnostic pathway. CONCLUSIONS Genetic testing can meaningfully improve presurgical malignancy risk assessment, but more work is needed to implement and use genetic testing effectively in local settings.
Collapse
Affiliation(s)
- Paul Stewardson
- Arnie Charbonneau Cancer Institute, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Markus Eszlinger
- Departments of Oncology, Pathology and Laboratory Medicine, Biochemistry and Molecular Biology, University of Calgary Cumming School of Medicine, Universitätsklinikum Halle, Institute of Pathology
| | - Ralf Paschke
- Departments of Medicine, Oncology, Pathology and Laboratory Medicine, Biochemistry and Molecular Biology, and Arnie Charbonneau Cancer Institute, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| |
Collapse
|
44
|
Rajab M, Payne RJ, Forest VI, Pusztaszeri M. Molecular Testing for Thyroid Nodules: The Experience at McGill University Teaching Hospitals in Canada. Cancers (Basel) 2022; 14:cancers14174140. [PMID: 36077677 PMCID: PMC9454567 DOI: 10.3390/cancers14174140] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 08/24/2022] [Accepted: 08/25/2022] [Indexed: 11/16/2022] Open
Abstract
In the past few decades, molecular characterization of thyroid cancer has made significant progress and is able to identify thyroid-cancer-related molecular markers that can then be applied clinically for improved decision making. The aim of this review is to provide a general overview about the molecular markers (mutations and alterations) of thyroid cancers, present several molecular tests, and discuss the clinical applications of identifying these markers supported by the clinical experience of several high-volume thyroid cancer specialists at the McGill university hospitals in Montreal, Canada. Our group experience showed that molecular testing can reclassify more than half of the patients with indeterminate thyroid nodules (Bethesda III and IV) into benign and spare these patients from unnecessary diagnostic surgery. Furthermore, it can help optimize the initial management in thyroid cancers with no evidence of high risk of recurrence of disease preoperatively. While routine molecular testing is not firmly established for thyroid FNA specimens that are suspicious or positive for malignancy (Bethesda V and VI), knowledge of a thyroid nodule’s molecular risk group profile in such cases, together with its clinical and radiologic features, can help select the optimal surgical options (lobectomy versus upfront total thyroidectomy and central neck dissection), as demonstrated by our studies.
Collapse
Affiliation(s)
- Mohannad Rajab
- Department of Otolaryngology—Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Côte-Sainte-Catherine Road, Montreal, QC H3T 1E2, Canada
- Departments of Otolaryngology—Head and Neck Surgery, Royal Victoria Hospital, McGill University, 1001 Decarie Blvd, Montreal, QC H4A 3J1, Canada
- Department of Otolaryngology—Head and Neck Surgery, King Faisal Specialist Hospital & Research Center, Al Madinah Al Munawwarah 42523, Saudi Arabia
| | - Richard J. Payne
- Department of Otolaryngology—Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Côte-Sainte-Catherine Road, Montreal, QC H3T 1E2, Canada
- Departments of Otolaryngology—Head and Neck Surgery, Royal Victoria Hospital, McGill University, 1001 Decarie Blvd, Montreal, QC H4A 3J1, Canada
| | - Véronique-Isabelle Forest
- Department of Otolaryngology—Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Côte-Sainte-Catherine Road, Montreal, QC H3T 1E2, Canada
| | - Marc Pusztaszeri
- Department of Pathology, Jewish General Hospital, McGill University, 3755 Côte-Sainte-Catherine Road, Montreal, QC H3T 1E2, Canada
- Correspondence: ; Tel.: +1-(514)-340-8222 (ext. 4197)
| |
Collapse
|
45
|
Alexander EK, Cibas ES. Diagnosis of thyroid nodules. Lancet Diabetes Endocrinol 2022; 10:533-539. [PMID: 35752200 DOI: 10.1016/s2213-8587(22)00101-2] [Citation(s) in RCA: 52] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 03/11/2022] [Accepted: 03/18/2022] [Indexed: 12/22/2022]
Abstract
Thyroid nodules are common, usually asymptomatic, and often pose minimal risk to the affected patient. However, 10-15% prove malignant and serve as the rationale for diagnostic assessment. Safely identifying and treating a relevant thyroid cancer through a cost-effective process is the primary goal of the treating practitioner. Ultrasound is the principal means of initial nodule assessment and should be performed when any thyroid nodule is suspected. Fine-needle aspiration provides further cytological determination of benign or malignant disease and is generally applied to nodules larger than 1-2 cm in diameter, on the basis of holistic risk assessment. The Bethesda System for Reporting Thyroid Cytopathology provides standardised terminology, which enhances communication among health-care providers and patients. Benign cytology is highly accurate, whereas indeterminate cytology could benefit from further application of molecular testing. The ultimate goal of diagnostic assessment of thyroid nodules is to accurately identify malignancy while avoiding overtreatment. Low-risk thyroid nodules can be safely monitored in many patients with minimal diagnostic intervention.
Collapse
Affiliation(s)
- Erik K Alexander
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
| | - Edmund S Cibas
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
46
|
Keutgen XM, Li H, Memeh K, Conn Busch J, Williams J, Lan L, Sarne D, Finnerty B, Angelos P, Fahey TJ, Giger ML. A machine-learning algorithm for distinguishing malignant from benign indeterminate thyroid nodules using ultrasound radiomic features. J Med Imaging (Bellingham) 2022; 9:034501. [PMID: 35692282 PMCID: PMC9133922 DOI: 10.1117/1.jmi.9.3.034501] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 05/11/2022] [Indexed: 11/02/2023] Open
Abstract
Background: Ultrasound (US)-guided fine needle aspiration (FNA) cytology is the gold standard for the evaluation of thyroid nodules. However, up to 30% of FNA results are indeterminate, requiring further testing. In this study, we present a machine-learning analysis of indeterminate thyroid nodules on ultrasound with the aim to improve cancer diagnosis. Methods: Ultrasound images were collected from two institutions and labeled according to their FNA (F) and surgical pathology (S) diagnoses [malignant (M), benign (B), and indeterminate (I)]. Subgroup breakdown (FS) included: 90 BB, 83 IB, 70 MM, and 59 IM thyroid nodules. Margins of thyroid nodules were manually annotated, and computerized radiomic texture analysis was conducted within tumor contours. Initial investigation was conducted using five-fold cross-validation paradigm with a two-class Bayesian artificial neural networks classifier, including stepwise feature selection. Testing was conducted on an independent set and compared with a commercial molecular testing platform. Performance was evaluated using receiver operating characteristic analysis in the task of distinguishing between malignant and benign nodules. Results: About 1052 ultrasound images from 302 thyroid nodules were used for radiomic feature extraction and analysis. On the training/validation set comprising 263 nodules, five-fold cross-validation yielded area under curves (AUCs) of 0.75 [Standard Error (SE) = 0.04; P < 0.001 ] and 0.67 (SE = 0.05; P = 0.0012 ) for the classification tasks of MM versus BB, and IM versus IB, respectively. On an independent test set of 19 IM/IB cases, the algorithm for distinguishing indeterminate nodules yielded an AUC value of 0.88 (SE = 0.09; P < 0.001 ), which was higher than the AUC of a commercially available molecular testing platform (AUC = 0.81, SE = 0.11; P < 0.005 ). Conclusion: Machine learning of computer-extracted texture features on gray-scale ultrasound images showed promising results classifying indeterminate thyroid nodules according to their surgical pathology.
Collapse
Affiliation(s)
- Xavier M. Keutgen
- The University of Chicago Medicine, Endocrine Surgery Research Program, Division of General Surgery and Surgical Oncology, Department of Surgery, Chicago, Illinois, United States
| | - Hui Li
- The University of Chicago, Department of Radiology, Chicago, Illinois, United States
| | - Kelvin Memeh
- The University of Chicago Medicine, Endocrine Surgery Research Program, Division of General Surgery and Surgical Oncology, Department of Surgery, Chicago, Illinois, United States
| | - Julian Conn Busch
- The University of Chicago Medicine, Endocrine Surgery Research Program, Division of General Surgery and Surgical Oncology, Department of Surgery, Chicago, Illinois, United States
| | - Jelani Williams
- The University of Chicago Medicine, Endocrine Surgery Research Program, Division of General Surgery and Surgical Oncology, Department of Surgery, Chicago, Illinois, United States
| | - Li Lan
- The University of Chicago, Department of Radiology, Chicago, Illinois, United States
| | - David Sarne
- The University of Chicago Medicine, Division of Endocrinology, Department of Medicine, Chicago, Illinois, United States
| | - Brendan Finnerty
- New York Presbyterian Hospital—Weill Cornell Medicine, Endocrine Oncology Research Program, Division of Endocrine Surgery, Department of Surgery, New York, United States
| | - Peter Angelos
- The University of Chicago Medicine, Endocrine Surgery Research Program, Division of General Surgery and Surgical Oncology, Department of Surgery, Chicago, Illinois, United States
| | - Thomas J. Fahey
- New York Presbyterian Hospital—Weill Cornell Medicine, Endocrine Oncology Research Program, Division of Endocrine Surgery, Department of Surgery, New York, United States
| | - Maryellen L. Giger
- The University of Chicago, Department of Radiology, Chicago, Illinois, United States
| |
Collapse
|
47
|
Gild ML, Chan M, Gajera J, Lurie B, Gandomkar Z, Clifton-Bligh RJ. Risk stratification of indeterminate thyroid nodules using ultrasound and machine learning algorithms. Clin Endocrinol (Oxf) 2022; 96:646-652. [PMID: 34642976 DOI: 10.1111/cen.14612] [Citation(s) in RCA: 12] [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] [Received: 05/31/2021] [Revised: 09/02/2021] [Accepted: 09/21/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND Indeterminate thyroid nodules (Bethesda III) are challenging to characterize without diagnostic surgery. Auxiliary strategies including molecular analysis, machine learning models, and ultrasound grading with Thyroid Imaging, Reporting and Data System (TI-RADS) can help to triage accordingly, but further refinement is needed to prevent unnecessary surgeries and increase positive predictive values. DESIGN Retrospective review of 88 patients with Bethesda III nodules who had diagnostic surgery with final pathological diagnosis. MEASUREMENTS Each nodule was retrospectively scored through TI-RADS. Two deep learning models were tested, one previously developed and trained on another data set, mainly containing determinate cases and then validated on our data set while the other one trained and tested on our data set (indeterminate cases). RESULTS The mean TI-RADS score was 3 for benign and 4 for malignant nodules (p = .0022). Radiological high risk (TI-RADS 4,5) and low risk (TI-RADS 2,3) categories were established. The PPV for the high radiological risk category in those with >10 mm nodules was 85% (CI: 70%-93%). The NPV for low radiological risk in patients >60 years (mean age was 100% (CI: 83%-100%). The area under the curve (AUC) value of our novel classifier was 0.75 (CI: 0.62-0.84) and differed significantly from the chance-level (p < .00001). CONCLUSIONS Novel radiomic and radiologic strategies can be employed to assist with preoperative diagnosis of indeterminate thyroid nodules.
Collapse
Affiliation(s)
- Matti Lauren Gild
- Northern Clinical School, Faculty of Health and Medicine, University of Sydney, Australia
- Department of Endocrinology and Diabetes, Royal North Shore Hospital, Sydney, Australia
| | - Mico Chan
- Department of Radiology, Royal North Shore Hospital, Sydney, Australia
| | - Jay Gajera
- Department of Radiology, Royal North Shore Hospital, Sydney, Australia
| | - Brett Lurie
- Department of Radiology, Royal North Shore Hospital, Sydney, Australia
| | - Ziba Gandomkar
- Discipline of Clinical Imaging, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - Roderick J Clifton-Bligh
- Northern Clinical School, Faculty of Health and Medicine, University of Sydney, Australia
- Department of Endocrinology and Diabetes, Royal North Shore Hospital, Sydney, Australia
| |
Collapse
|
48
|
Emerging Biomarkers in Thyroid Practice and Research. Cancers (Basel) 2021; 14:cancers14010204. [PMID: 35008368 PMCID: PMC8744846 DOI: 10.3390/cancers14010204] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 12/17/2021] [Accepted: 12/29/2021] [Indexed: 12/16/2022] Open
Abstract
Simple Summary Tumor biomarkers are molecules at genetic or protein level, or certain evaluable characteristics. These help in perfecting patient management. Over the past decade, advanced and more sensitive techniques have led to the identification of many new biomarkers in the field of oncology. A knowledge of the recent developments is essential for their application to clinical practice, and furthering research. This review provides a comprehensive account of such various markers identified in thyroid carcinoma, the most common endocrine malignancy. While some of these have been brought into use in routine patient management, others are novel and need more research before clinical application. Abstract Thyroid cancer is the most common endocrine malignancy. Recent developments in molecular biological techniques have led to a better understanding of the pathogenesis and clinical behavior of thyroid neoplasms. This has culminated in the updating of thyroid tumor classification, including the re-categorization of existing and introduction of new entities. In this review, we discuss various molecular biomarkers possessing diagnostic, prognostic, predictive and therapeutic roles in thyroid cancer. A comprehensive account of epigenetic dysregulation, including DNA methylation, the function of various microRNAs and long non-coding RNAs, germline mutations determining familial occurrence of medullary and non-medullary thyroid carcinoma, and single nucleotide polymorphisms predisposed to thyroid tumorigenesis has been provided. In addition to novel immunohistochemical markers, including those for neuroendocrine differentiation, and next-generation immunohistochemistry (BRAF V600E, RAS, TRK, and ALK), the relevance of well-established markers, such as Ki-67, in current clinical practice has also been discussed. A tumor microenvironment (PD-L1, CD markers) and its influence in predicting responses to immunotherapy in thyroid cancer and the expanding arena of techniques, including liquid biopsy based on circulating nucleic acids and plasma-derived exosomes as a non-invasive technique for patient management, are also summarized.
Collapse
|
49
|
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: 1.0] [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
| |
Collapse
|
50
|
MicroRNA Cues from Nature: A Roadmap to Decipher and Combat Challenges in Human Health and Disease? Cells 2021; 10:cells10123374. [PMID: 34943882 PMCID: PMC8699674 DOI: 10.3390/cells10123374] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 11/22/2021] [Accepted: 11/27/2021] [Indexed: 12/15/2022] Open
Abstract
MicroRNAs are small non-coding RNA (18–24 nt long) that fine-tune gene expression at the post-transcriptional level. With the advent of “multi-omics” analysis and sequencing approaches, they have now been implicated in every facet of basic molecular networks, including metabolism, homeostasis, and cell survival to aid cellular machinery in adapting to changing environmental cues. Many animals must endure harsh environmental conditions in nature, including cold/freezing temperatures, oxygen limitation (anoxia/hypoxia), and food or water scarcity, often requiring them to revamp their metabolic organization, frequently on a seasonal or life stage basis. MicroRNAs are important regulatory molecules in such processes, just as they are now well-known to be involved in many human responses to stress or disease. The present review outlines the role of miRNAs in natural animal models of environmental stress and adaptation including torpor/hibernation, anoxia/hypoxia tolerance, and freeze tolerance. We also discuss putative medical applications of advances in miRNA biology including organ preservation for transplant, inflammation, ageing, metabolic disorders (e.g., obesity), mitochondrial dysfunction (mitoMirs) as well as specialized miRNA subgroups respective to low temperature (CryomiRs) and low oxygen (OxymiRs). The review also covers differential regulation of conserved and novel miRNAs involved at cell, tissue, and stress specific levels across multiple species and their roles in survival. Ultimately, the species-specific comparison and conserved miRNA responses seen in evolutionarily disparate animal species can help us to understand the complex miRNA network involved in regulating and reorganizing metabolism to achieve diverse outcomes, not just in nature, but in human health and disease.
Collapse
|