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Morand GB, Tessler I, Thurnheer SE, Payne KE, Noik M, Krasner J, Yamin T, Pusztaszeri MP, Payne RJ, Avior G. Molecular alteration patterns predict tumor behavior in papillary thyroid carcinoma independent of tumor size: insights from an international multicenter retrospective study. Thyroid Res 2025; 18:14. [PMID: 40197309 PMCID: PMC11978079 DOI: 10.1186/s13044-025-00231-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2024] [Accepted: 02/12/2025] [Indexed: 04/10/2025] Open
Abstract
BACKGROUND Molecular testing is a well-established tool that assists in the management of thyroid nodules and allows classification in distinct molecular alteration patterns: BRAF-like, RAS-like and non-BRAF-non-RAS (NBNR). Yet classical TNM classification and ATA guidelines currently rely on tumor size for risk stratification. In this study, we compared tumor behavior according to molecular alteration patterns versus tumor size. METHODS Retrospective multicenter multinational study of thyroid nodules that underwent preoperative molecular profiling with ThyGenX/ThyGeNEXT or ThyroSeq V3 between 2015 and 2022. Clinical characteristics, including demographics, cytology results, tumor size, surgical pathology, and molecular alterations, were analyzed. RESULTS The study included 718 patients who underwent surgery for papillary thyroid cancer, with a majority of 556 (77.4%) being female. The distribution of molecular alteration patterns was as follows: BRAF-like in 227 (31.6%), RAS-like in 171 (23.8%), NBNR in 59 (8.2%), BRAF/RAS overlap 8 (1.1%) and no detectable mutation in 224 (31.2%) cases. The median tumor size was 15 mm (IQR 10-24). Extrathyroidal extension (ETE) was observed in 6.2% of cases with gross ETE and 5.6% with minimal ETE. Notably, nodules with BRAF-like molecular alterations were more likely to exhibit ETE compared to those with RAS-like or NBNR alterations (P < 0.001). There was no significant correlation between ETE and median tumor size (P > 0.05). CONCLUSION Molecular testing of thyroid nodules provides a more accurate prediction of tumor behavior compared to tumor size alone. These findings suggest that future staging systems could benefit from incorporating molecular alteration patterns into their algorithms.
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Affiliation(s)
- Grégoire B Morand
- Department of Otolaryngology - Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Cote Ste Catherine Road, Montreal, Canada.
- University Hospital Zurich, Zurich, Switzerland.
- University of Zurich, Zurich, Switzerland.
| | - Idit Tessler
- Department of Otolaryngology - Head and Neck Surgery, Sheba Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | | | - Kayla E Payne
- Faculty of Arts, Mcgill University, Montreal, Canada
- Department of Internal Medicine, University of Miami, Miami, USA
| | - Maxine Noik
- Faculty of Sciences, Mcgill University, Montreal, Canada
| | - Josh Krasner
- Faculty of Sciences, Mcgill University, Montreal, Canada
| | - Tzahi Yamin
- Department of Otolaryngology - Head and Neck Surgery, Sheba Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | - Marc P Pusztaszeri
- Department of Pathology, Jewish General Hospital, McGill University, Montreal, Canada
| | - Richard J Payne
- Department of Otolaryngology - Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Cote Ste Catherine Road, Montreal, Canada
| | - Galit Avior
- Department of Otolaryngology - Head and Neck Surgery, Sheba Medical Center, Technion University, Tel-Aviv, Israel
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Ricarte-Filho JC, Reichenberger ER, Hinkle K, Isaza A, Bauer AJ, Franco AT. TG-IGF1R: A Novel Receptor Tyrosine Kinase Fusion Oncogene in Pediatric Thyroid Cancer. Thyroid 2024; 34:1308-1313. [PMID: 39104254 PMCID: PMC11958905 DOI: 10.1089/thy.2024.0224] [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: 08/07/2024]
Abstract
Background: Receptor tyrosine kinase (RTK) fusions of RET, NTRK1/3, and ALK are enriched among pediatric thyroid cancer patients with metastatic and persistent disease, and their oncoproteins represent attractive drug targets. Methods: We performed RNA-sequencing in a papillary thyroid cancer (PTC) lacking other frequent driver alterations. Results: We report a novel RTK fusion, TG-insulin-like growth factor 1 receptor gene (IGF1R), in a 17-year-old female patient with angioinvasive follicular variant PTC. The in-frame fusion protein preserves the cholinesterase-like domain of TG with dimerization properties and the transmembrane and kinase domain of IGF1R. The tumor sample shows increased IGF1R mRNA expression and tyrosine kinase phosphorylation, augmentation of Mitogen activated protein kinase (MAPK) transcriptional output genes, and decreased NIS levels. Conclusions: We reveal a novel targetable kinase fusion oncogene in thyroid cancer which is not incorporated in different thyroid-specific sequencing panels. The integration of IGF1R fusion screening in the next versions of thyroid-specific targeted next-generation sequencing panels may be beneficial to thyroid cancer patients.
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Affiliation(s)
- Julio C. Ricarte-Filho
- Division of Endocrinology and Diabetes, Children’s Hospital of Philadelphia, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Erin R. Reichenberger
- Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Kyle Hinkle
- Division of Endocrinology and Diabetes, Children’s Hospital of Philadelphia, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Amber Isaza
- Division of Endocrinology and Diabetes, Children’s Hospital of Philadelphia, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Andrew J. Bauer
- Division of Endocrinology and Diabetes, Children’s Hospital of Philadelphia, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Aime T. Franco
- Division of Endocrinology and Diabetes, Children’s Hospital of Philadelphia, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Morand GB, Tessler I, Noik M, Krasner J, Yamin T, Pusztaszeri MP, Avior G, Payne RJ. Molecular Profiling for Bethesda III to VI Nodules: Results of a Multicenter International Retrospective Study. Endocr Pract 2024; 30:319-326. [PMID: 38184241 DOI: 10.1016/j.eprac.2024.01.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 12/26/2023] [Accepted: 01/02/2024] [Indexed: 01/08/2024]
Abstract
OBJECTIVE Molecular testing is a well-established tool that assists in the management of thyroid nodules. We describe our experience using molecular testing of thyroid nodules with Bethesda III to VI cytology. METHODS This is a retrospective multicenter, multinational study of thyroid nodules that underwent preoperative molecular profiling with ThyGenX/ThyGeNEXT or ThyroSeq V3 between 2015 and 2022. The clinical characteristics and mutational profiles of tumors were compared. Collected data included demographics, cytology results, surgical pathology, and molecular alterations. Molecular alterations were categorized into 3 main phenotypes: BRAF-like, RAS-like, and non-BRAF-non-RAS (NBNR). RESULTS Overall, 784 patients who had surgery were included, of which 603 (76.2%) were females. The most common histologic type was papillary thyroid cancer (PTC) with 727 (91.9%) cases. In total, 205 (28.2%) cases showed an aggressive subtype of PTC (eg, tall cell and hobnail). BRAF-like alterations were most likely to be found in Bethesda V and VI nodules and show extrathyroidal extension (ETE), nodal disease, and/or aggressive subtypes of PTC (P < .001 for all). RAS-like alterations were more commonly found in Bethesda III and IV nodules and were less likely to show ETE, nodal disease, and/or aggressive histology (P < .001 for all). NBNR alterations were more commonly found in Bethesda III and IV nodules and were less likely to show ETE, nodal disease, and/or aggressive subtypes of PTC. However, they were rarely but significantly associated with poorly differentiated thyroid cancer (P < .005). CONCLUSION Molecular testing of thyroid nodules can help determine the likelihood of malignancy and classify nodules into several tumor phenotypes, predicting their behaviors and potentially allowing for a more tailored treatment. NBNR alterations should be managed with caution.
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Affiliation(s)
- Grégoire B Morand
- Department of Otolaryngology - Head and Neck Surgery, Jewish General Hospital, McGill University, Montreal, Quebec, Canada; Department of Otorhinolaryngology - Head and Neck Surgery, Luzerner Kantonsspital, Lucerne, Switzerland; Department of Otorhinolaryngology - Head and Neck Surgery, University Hospital Zurich, Zurich, Switzerland; Faculty of Medicine, University of Zurich, Zurich, Switzerland.
| | - Idit Tessler
- Department of Otolaryngology - Head and Neck Surgery, Sheba Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | - Maxine Noik
- Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Josh Krasner
- Department of Otolaryngology - Head and Neck Surgery, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - Tzahi Yamin
- Department of Otolaryngology - Head and Neck Surgery, Sheba Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | - Marc P Pusztaszeri
- Department of Pathology, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - Galit Avior
- Department of Otolaryngology - Head and Neck Surgery, Sheba Medical Center, Technion University, Tel-Aviv, Israel
| | - Richard J Payne
- Department of Otolaryngology - Head and Neck Surgery, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
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Terzi NK, Terzi T. Thyroid fine-needle aspiration cytology: malignancy rate in the category of indeterminate significant atypia/indeterminate significant follicular lesion. Ann Saudi Med 2024; 44:31-38. [PMID: 38311867 PMCID: PMC10839452 DOI: 10.5144/0256-4947.2024.31] [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: 09/25/2023] [Accepted: 11/09/2023] [Indexed: 02/06/2024] Open
Abstract
BACKGROUND Fine needle aspiration cytology (FNAC) is a standard preoperative diagnostic modality for thyroid nodules. The Bethesda Thyroid Cytopathology Reporting System (TBSRTC) defines the FNAC atypia group as atypia of undetermined significance/follicular lesion of undetermined significance (AUS/FLUS). OBJECTIVES Determine the risk of malignancy after surgical resection in patients with AUS/FLUS. DESIGN Retrospective. SETTING Pathology department of a tertiary care center. PATIENTS AND METHODS All thyroid FNACs between 2015 and 2023 that were diagnosed as AUS/FLUS in Turkey. Patient demographics, preoperative ultrasonographic features, and follow-up data were collected. MAIN OUTCOME MEASURES Relationship between AUS/FLUS diagnosis and final histopathological diagnosis. SAMPLE SIZE 562. RESULTS In total, 562 thyroid nodules were diagnosed as AUS/FLUS, and 267 (47.5%) were surgically excised. A malignant histopathological diagnosis was given in 28 cases (10.4%). Malignancy risk sensitivity of AUS/FLUS diagnosis was 75.68% (95% CI=58.80-88.23%), specificity was 55.24% (95% CI=50.91-59.52%), positive predictive value was 10.49% (95% CI=8.71-12.58%), and negative predictive value was 97.04% (95% CI=94.86-98.31%). In the ultrasonographic data, having symptomatic nodules, nodule calcification, and irregular nodule borders were all statistically significant signs of cancer in a one-variable analysis (P<.01). The presence of a family history emerged as a statistically significant prognostic marker for malignancy (P=.012). Although not statistically significant, the malignancy rate for nodules with nuclear atypia was 11.9%, significantly higher than the rate of 8.3% for nodules with architectural atypia only (P=0.32). CONCLUSIONS The diagnosis of AUS/FLUS has a high rate of predicting the risk of malignancy and should continue to be offered. In addition to cytopathological features, ultrasound data and family history should be taken into consideration when evaluating the case. LIMITATIONS Retrospective design and no molecular studies.
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Affiliation(s)
- Neslihan Kaya Terzi
- From the Department of Pathology, Faculty of Medicine, Canakkale Onsekiz Mart University, Canakkale, Turkey
| | - Tolga Terzi
- From the Clinic of Anesthesiology and Reanimation, Lapseki Public Hospital, Canakkale, Turkey
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Morand GB, Tessler I, Krasner J, Pusztaszeri MP, Yamin T, Gecel NA, Avior G, Payne RJ. Investigation of genetic sex-specific molecular profile in well-differentiated thyroid cancer: Is there a difference between females and males? Clin Otolaryngol 2023; 48:748-755. [PMID: 37212457 DOI: 10.1111/coa.14075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 03/28/2023] [Accepted: 05/01/2023] [Indexed: 05/23/2023]
Abstract
BACKGROUND Although more common in females, thyroid cancer is deemed to be more aggressive in males. The reasons for sex disparities in thyroid cancer are not well understood. We hypothesised that differences in molecular mutations between females and males contribute to this phenomenon. METHODS Retrospective multicentre multinational study of thyroid nodules that underwent preoperative molecular profiling between 2015 and 2022. The clinical characteristics and mutational profiles of tumours in female and male patients were compared. Collected data included demographics, cytology results, surgical pathology, and molecular alterations. RESULTS A total of 738 patients were included of which 571 (77.4%) were females. The extrathyroidal extension was more common in malignancies in males (chi-squared, p = 0.028). The rate of point mutations and gene fusions were similar in both sex groups (p > 0.05 for all mutations). Patients with nodules with BRAFV600E mutations were significantly younger than BRAF wild-type nodule patients (t-test, p = 0.0001). Conversely, patients with TERT promoter mutations were significantly older than patients with wild-type TERT (t-test, p < 0.0001). For patients harbouring both BRAFV600E and TERT mutations, the difference in age at presentation was significantly different in females (t-test, p = 0.009) but not in males (t-test, p = 0.433). Among females, patients with BRAFV600E and TERT mutations were significantly older than their wild-type or single-mutation counterpart (t-test, p = 0.003). CONCLUSION The absolute rate of molecular mutations was similar in females and males. We found that extrathyroidal extension was more common in males. Moreover, BRAFV600E and TERT mutations occur at a younger age in males than in females. These two findings are factors that may explain the tendency of more aggressive disease in males.
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Affiliation(s)
- Grégoire B Morand
- Department of Otolaryngology-Head and Neck Surgery, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
- Department of Otorhinolaryngology-Head and Neck Surgery, Luzerner Kantonsspital, Lucerne, Switzerland
- University of Zurich, Zurich, Switzerland
| | - Idit Tessler
- Department of Otolaryngology-Head and Neck Surgery, Sheba Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | - Josh Krasner
- Department of Otolaryngology-Head and Neck Surgery, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - Marc P Pusztaszeri
- Department of Pathology, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - Tzahi Yamin
- Department of Otolaryngology-Head and Neck Surgery, Sheba Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | - Nir A Gecel
- Department of Otolaryngology-Head and Neck Surgery, Sheba Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | - Galit Avior
- Department of Otolaryngology-Head and Neck Surgery, Sheba Medical Center, Technion University, Tel-Aviv, Israel
| | - Richard J Payne
- Department of Otolaryngology-Head and Neck Surgery, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
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Kandil E, Metz TA, Issa PP, Aboueisha M, Omar M, Attia AS, Chabot B, Hussein M, Moroz K, Shama M, Toraih E. Diagnostic Performance of Afirma and Interpace Diagnostics Genetic Testing in Indeterminate Thyroid Nodules: A Single Center Study. Cancers (Basel) 2023; 15:cancers15072098. [PMID: 37046759 PMCID: PMC10093254 DOI: 10.3390/cancers15072098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 03/22/2023] [Accepted: 03/27/2023] [Indexed: 04/01/2023] Open
Abstract
Indeterminate thyroid nodules (ITN) represent 20–30% of biopsied nodules, with a 10–60% risk of malignancy. Molecular testing can stratify the risk of malignancy among ITNs, and subsequently reduce the need for unnecessary diagnostic surgery. We aimed to assess the performance of these molecular tests at a single institution. Patients with Bethesda III, IV, and V nodules with Afirma and Interpace Diagnostics genetic testing data from November 2013 to November 2021 were included. Three cohorts were formed, including GSC + XA, ThyGeNEXT + ThyraMIR, and GSC + GEC. Statistical analysis determined the sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), diagnostic odds ratio (DOR), and accuracy of each type of testing. The PPV of nodules undergoing genetic testing by ThyGeNEXT + ThyraMIR (45.00%, 95%CI: 28.28–62.93%, p = 0.032) and GSC + XA (57.14%, 95%CI: 29.32–81.08%, p < 0.001) were superior to that of GEC + GSC (30.72%, 95%CI: 26.83–34.90%). The NPV was above 85% in all cohorts, suggesting overall suitable rule-out tests. The Afirma platform (GSC + XA) had the highest NPV at 96.97%. The overall accuracy for nodules undergoing ThyGeNEXT + ThyraMIR was 81.42% (95%CI: 73.01–88.11%, p < 0.001). A total of 230 patients underwent thyroidectomy, including less than 60% of each of the ThyGeNEXT + ThyraMIR and GSC + XA cohorts. Specifically, only 25% of patients in the GSC + XA cohort underwent surgery, considerably decreasing the rate of unnecessary surgical intervention. Sub-group analysis, including only patients with surgical pathology, found that PPV tended to be higher in the GSC + XA cohort, at 66.67% (95%CI: 37.28–87.06%), as compared to the ThyGeNEXT + ThyraMIR cohort, at 52.94% (95%CI: 35.25–69.92%). The Afirma genetic testing platform GSC + XA outperformed the other platforms with regards to both PPV and NPV and decreased the rate of surgery in patients with ITNs by 75%, significantly preventing unnecessary surgical intervention.
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McMurtry V, Canberk S, Deftereos G. Molecular testing in fine-needle aspiration of thyroid nodules. Diagn Cytopathol 2023; 51:36-50. [PMID: 36480743 DOI: 10.1002/dc.25035] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 07/20/2022] [Accepted: 07/22/2022] [Indexed: 12/13/2022]
Abstract
BACKGROUND Thyroid nodules are commonly faced by clinicians as palpable nodules or incidentally identified on imaging. Nodules that are found to be suspicious by imaging can be biopsied by fine needle aspiration, which can yield material for molecular testing to refine the diagnosis. METHODS The current literature concerning molecular testing in thyroid nodules including available commercial assays was reviewed and summarized. RESULTS/CONCLUSIONS Commonly encountered alterations include mutations in RAS, BRAF, TERT promoter, PTEN, and DICER1 as well as fusions of RET, ALK, PAX8-PPARγ, and NTRK. This article provides a summary of these molecular alterations, commercially available molecular assays, and general considerations for thyroid epithelial malignancies and benign thyroid nodules.
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Affiliation(s)
- Valarie McMurtry
- Department of Pathology, University of Utah, Salt Lake City, Utah, USA.,ARUP Institute for Experimental Pathology, Salt Lake City, Utah, USA
| | - Sule Canberk
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal.,Institute of Molecular Pathology and Immunology of the University of Porto (Ipatimup), Porto, Portugal.,Abel Salazar Biomedical Sciences Institute (ICBAS), University of Porto, Porto, Portugal
| | - Georgios Deftereos
- Department of Pathology, University of Utah, Salt Lake City, Utah, USA.,ARUP Institute for Experimental Pathology, Salt Lake City, Utah, USA
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Dharampal N, Smith K, Harvey A, Paschke R, Rudmik L, Chandarana S. Cost-effectiveness analysis of molecular testing for cytologically indeterminate thyroid nodules. J Otolaryngol Head Neck Surg 2022; 51:46. [PMID: 36544210 PMCID: PMC9773581 DOI: 10.1186/s40463-022-00604-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 10/21/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Thyroid nodules affect up to 65% of the population. Although fine needle aspirate (FNA) cytology is the gold standard for diagnosis, 15-30% of results are indeterminate. Molecular testing may aid in the diagnosis of nodules and potentially reduce unnecessary surgery. However, these tests are associated with significant costs. The objective of this study was to evaluate the cost-effectiveness of Afirma, a commercially available molecular test, in cytologically indeterminate thyroid nodules. METHODS The base case was a solitary thyroid nodule with no additional high-risk features and an indeterminate FNA. Decision tree analysis was performed from the single payer perspective with a 1-year time horizon. Costing data were collected through micro-costing methodology. A probabilistic sensitivity analysis was performed. The primary outcome was the incremental cost effectiveness ratio (ICER) of cost per thyroid surgery avoided. RESULTS Over 1 year, mean cost estimates were $8176.28 with 0.58 effectiveness for the molecular testing strategy and $6016.83 with 0.07 effectiveness for current standard management. The ICER was $4234.22 per surgery avoided. At a willingness-to-pay (WTP) threshold of $5000 per surgery avoided, molecular testing is cost-effective with 63% certainty. CONCLUSION This cost-effectiveness analysis suggests utilizing Afirma for indeterminate solitary thyroid nodules is a cost-effective strategy for avoiding unnecessary thyroid surgery. With a $5000 WTP threshold, molecular testing has a 63% chance of being the more cost-effective strategy. The cost effectiveness varies based on the cost of the molecular test and the value of Afirma for patients with indeterminate thyroid nodules depends on the WTP threshold to avoid unnecessary thyroid surgery.
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Affiliation(s)
- Navjit Dharampal
- grid.415290.b0000 0004 0465 4685Section of Thoracic Surgery, Providence Cancer Institute, Portland, USA
| | - Kristine Smith
- grid.223827.e0000 0001 2193 0096Department of Otolaryngology, University of Utah, Salt Lake City, USA
| | - Adrian Harvey
- grid.22072.350000 0004 1936 7697Section of General Surgery, Department of Surgery, University of Calgary, Calgary, Canada ,grid.22072.350000 0004 1936 7697Section of Surgical Oncology, Department of Oncology, University of Calgary, Calgary, Canada
| | - Ralf Paschke
- grid.22072.350000 0004 1936 7697Division of Endocrinology, University of Calgary, Calgary, Canada
| | - Luke Rudmik
- grid.22072.350000 0004 1936 7697Section of Otolaryngology, Department of Surgery, University of Calgary, Foothills Medical Centre, North Tower Rm 1012, 1403 29 St NW, Calgary, AB T2N2T9 Canada
| | - Shamir Chandarana
- grid.22072.350000 0004 1936 7697Section of Otolaryngology, Department of Surgery, University of Calgary, Foothills Medical Centre, North Tower Rm 1012, 1403 29 St NW, Calgary, AB T2N2T9 Canada ,grid.22072.350000 0004 1936 7697Section of Surgical Oncology, Department of Oncology, University of Calgary, Calgary, Canada
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DiGennaro C, Vahdatzad V, Jalali MS, Toumi A, Watson T, Gazelle GS, Mercaldo N, Lubitz CC. Assessing Bias and Limitations of Clinical Validation Studies of Molecular Diagnostic Tests for Indeterminate Thyroid Nodules: Systematic Review and Meta-Analysis. Thyroid 2022; 32:1144-1157. [PMID: 35999710 PMCID: PMC9595633 DOI: 10.1089/thy.2022.0269] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Background: Molecular tests for thyroid nodules with indeterminate fine needle aspiration results are increasingly used in clinical practice; however, true diagnostic summaries of these tests are unknown. A systematic review and meta-analysis were completed to (1) evaluate the accuracy of commercially available molecular tests for malignancy in indeterminate thyroid nodules and (2) quantify biases and limitations in studies that validate those tests. Summary: PubMed, EMBASE, and Web of Science were systematically searched through July 2021. English language articles that reported original clinical validation attempts of molecular tests for indeterminate thyroid nodules were included if they reported counts of true-negative, true-positive, false-negative, and false-positive results. We performed screening and full-text review, followed by assessment of eight common biases and limitations, extraction of diagnostic and histopathological information, and meta-analysis of clinical validity using a bivariate linear mixed-effects model. Forty-nine studies were included. Meta-analysis of Afirma Gene expression classifiers (GEC; n = 38 studies) revealed a sensitivity of 0.92 (confidence interval: 0.90-0.94), specificity of 0.26 (0.20-0.32), negative likelihood ratio (LR-) of 0.32 (0.23-0.44), positive LR+ of 1.24 (1.15-1.35), and area under the curve (AUC) of 0.83 (0.74-0.89). Afirma Genomic Sequencing Classifier (GSC; n = 10) had a sensitivity of 0.94 (0.89-0.96), specificity of 0.38 (0.27-0.50), LR- of 0.18 (0.10-0.30), LR+ of 1.52 (1.28-1.87), and AUC of 0.91 (0.62-0.92). ThyroSeq v1 and v2 (n = 10) had a sensitivity of 0.86 (0.82-0.90), specificity of 0.74 (0.59-0.85), LR- of 0.19 (0.13-0.26), LR+ of 3.52 (2.08-5.92), and AUC of 0.86 (0.81-0.90). ThyroSeq v3 (n = 6) had a sensitivity of 0.92 (0.86-0.95), specificity of 0.41 (0.18-0.69), LR- of 0.24 (0.09-0.62), LR+ of 1.67 (1.09-2.98), and AUC of 0.90 (0.63-0.92). Fourteen percent of studies conducted a blinded histopathologic review of excised thyroid nodules, and 8% made the decision to go to surgery blind to molecular test results. Conclusions: Meta-analyses reveal a high diagnostic accuracy of molecular tests for thyroid nodule assessment of malignancy risk; however, these studies are subject to several limitations. Limitations and their potential clinical impacts must be addressed and, when feasible, adjusted for using valid statistical methodologies.
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Affiliation(s)
- Catherine DiGennaro
- Institute for Technology Assessment, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Vahab Vahdatzad
- Institute for Technology Assessment, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Mohammad S. Jalali
- Institute for Technology Assessment, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Asmae Toumi
- Institute for Technology Assessment, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Tina Watson
- Institute for Technology Assessment, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - G. Scott Gazelle
- Institute for Technology Assessment, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Nathaniel Mercaldo
- Institute for Technology Assessment, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Carrie Cunningham Lubitz
- Institute for Technology Assessment, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts, USA
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Lee E, Terhaar S, McDaniel L, Gorelik D, Gerhard E, Chen C, Ma Y, Joshi AS, Goodman JF, Thakkar PG. Diagnostic performance of the second-generation molecular tests in the assessment of indeterminate thyroid nodules: A systematic review and meta-analysis. Am J Otolaryngol 2022; 43:103394. [PMID: 35241290 DOI: 10.1016/j.amjoto.2022.103394] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 01/24/2022] [Accepted: 02/13/2022] [Indexed: 11/01/2022]
Abstract
OBJECTIVE The objective of this systematic review and meta-analysis was to evaluate the diagnostic performance of the second-generation molecular tests in the diagnosis of thyroid nodules with indeterminate fine-needle aspiration biopsy results. METHODS We searched PubMed, Google Scholar, Scopus, and Cochrane Library for studies published between January 2017 and March 2021. Inclusion criteria were indeterminate thyroid results from fine-needle aspiration (FNA) that included Bethesda categories III and IV, use of Afirma GSC, Thyroseq v3, and ThyGeNext as an index test, and conclusive histopathological results. Studies with no post-surgical diagnoses were excluded. For each included study, sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were obtained. Sensitivity and specificity were pooled jointly using a bivariate binomial random-effects model. Statistical significance was indicated at p-value less than 0.05. RESULTS Our search yielded 431 non-duplicate articles, of which 15 were included in the study (7 GSC, 6 Thyroseq v3, and 2 ThyGeNext). ThyGeNext studies were excluded from the meta-analysis due to the small sample size. Pooled data for GSC studies on 472 thyroid nodules showed a sensitivity of 96.6 (95% confidence interval: 89.7-98.9%), specificity of 52.9% (23.4-80.5%), PPV of 63% (51-74%), and NPV of 96% (94-98%). Pooled data for ThyroSeq studies on 530 thyroid nodules showed a sensitivity of 95.1% (91.1-97.4%), specificity of 49.6% (29.3-70.1%), PPV of 70% (55-83%), and NPV of 92% (86-97%). There was no statistically significant difference in diagnostic performances of the two tests (p-values for sensitivity = 0.89, specificity = 0.82, PPV = 0.43, NPV = 0.17). CONCLUSION High sensitivity and high NPV in GSC and Thyroseq v3 have potential to help rule out malignancy among thyroid nodules with indeterminate cytology results. There was no difference in diagnostic performances between the two molecular tests indicating that either test is appropriate to determine the malignancy of thyroid nodules. Further long-term outcome data are warranted to make a clear recommendation.
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11
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Semsar-Kazerooni K, Morand GB, Payne AE, da Silva SD, Forest VI, Hier MP, Pusztaszeri MP, Tamilia M, Payne RJ. Mutational status may supersede tumor size in predicting the presence of aggressive pathologic features in well differentiated thyroid cancer. J Otolaryngol Head Neck Surg 2022; 51:9. [PMID: 35246262 PMCID: PMC8895819 DOI: 10.1186/s40463-022-00559-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 01/17/2022] [Indexed: 12/14/2022] Open
Abstract
Background In clinical practice, thyroid tumor size plays a critical role in the staging of thyroid malignancies and in the selection of nodules that should undergo ultrasound-guided fine-needle aspiration. Thyroid tumor size is influenced by the elapsed time since the beginning of oncogenesis and by the presence of somatic mutations driving growth, such as BRAFV600E mutations, associated with aggressive phenotypes, and RAS-like mutations, associated with more indolent behavior. Although large nodules are often considered to be more alarming, the true impact of tumor size on prognosis remains controversial. The aim of this study was to assess the relationship between mutational status, tumor size and aggressiveness, with emphasis on BRAFV600E and RAS-like mutations. Method We conducted a multicentric retrospective chart review in Montréal, Canada, of all patients who underwent thyroid surgery between January 2016 and December 2020, with well-differentiated thyroid cancer on final pathology, and who had undergone molecular testing revealing the presence of BRAFV600E mutations or RAS-like mutations (NRAS, HRAS or KRAS). Results We included 214 cases. There were 117 (54.7%) cases of BRAFV600E and 97 (45.3%) cases of RAS-like mutations. The BRAFV600E group was statistically associated with a smaller mean tumor size when compared with the RAS group of 1.55 cm and 2.04 cm, respectively. In a multivariate model, tumors with BRAFV600E mutations were also more likely to display aggressive pathological features, including extra-thyroidal extension, lymph node metastasis, columnar cell features, tall cell histology, or hobnail histology (OR 26.69; 95% CI 11.15–70.81). In contrast, tumor size was not associated with pathologic aggressive features on multivariate analysis (OR 0.81; 95% CI 0.54–1.22). Conclusion This study demonstrates that thyroid tumors expressing BRAFV600E mutations correlate with aggressive pathologic features more than tumors expressing RAS-like mutations. When comparing tumors with BRAFV600E and RAS-like mutations, the former were found to be smaller. As a result of this finding, this study suggests that molecular alterations may better predict aggressive pathologic features than the size of the tumor. Graphical abstract ![]()
Supplementary Information The online version contains supplementary material available at 10.1186/s40463-022-00559-9.
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Affiliation(s)
| | - Grégoire B Morand
- Faculty of Medicine, McGill University, Montréal, QC, Canada.,Department of Otolaryngology-Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Côte-Sainte-Catherine Road, Montréal, QC, H3T 1E2, Canada
| | | | - Sabrina D da Silva
- Faculty of Medicine, McGill University, Montréal, QC, Canada.,Department of Otolaryngology-Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Côte-Sainte-Catherine Road, Montréal, QC, H3T 1E2, Canada
| | - Véronique-Isabelle Forest
- Faculty of Medicine, McGill University, Montréal, QC, Canada.,Department of Otolaryngology-Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Côte-Sainte-Catherine Road, Montréal, QC, H3T 1E2, Canada
| | - Michael P Hier
- Faculty of Medicine, McGill University, Montréal, QC, Canada.,Department of Otolaryngology-Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Côte-Sainte-Catherine Road, Montréal, QC, H3T 1E2, Canada
| | - Marc P Pusztaszeri
- Faculty of Medicine, McGill University, Montréal, QC, Canada.,Department of Pathology, Jewish General Hospital, McGill University, Montréal, QC, Canada
| | - Michael Tamilia
- Faculty of Medicine, McGill University, Montréal, QC, Canada.,Division of Endocrinology and Metabolism, Jewish General Hospital, McGill University, Montréal, QC, Canada
| | - Richard J Payne
- Faculty of Medicine, McGill University, Montréal, QC, Canada. .,Department of Otolaryngology-Head and Neck Surgery, Jewish General Hospital, McGill University, 3755 Côte-Sainte-Catherine Road, Montréal, QC, H3T 1E2, Canada.
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12
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Carr DM, Mastorides S, Stobaugh C, Carlton G, DeLand L, Borkowski A. Molecular Testing of Atypical Thyroid Nodules with Corresponding Surgical Correlation: Five-Year Retrospective Review in Veterans Population. Cureus 2022; 14:e22536. [PMID: 35345739 PMCID: PMC8956280 DOI: 10.7759/cureus.22536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/23/2022] [Indexed: 11/11/2022] Open
Abstract
Objective We report the results of a retrospective five-year study within a veteran population aimed at correlating abnormal thyroid fine-needle aspiration (FNA) diagnosis with associated molecular testing to the histology of the surgical resection. Methods A retrospective analysis of abnormal thyroid FNAs with associated molecular testing and surgical outcome was conducted from January 1, 2015 to December 31, 2020. Aspirates were classified using the Bethesda system for reporting thyroid cytopathology, including atypia of undetermined significance/follicular lesion of undetermined significance (AUS/FLUS), follicular neoplasm/suspicious for follicular neoplasm (FN/SFN), suspicious for malignancy (SM), and malignant. Pertinent data, including patient demographics, imaging, and ancillary testing were reviewed. A thyroid cancer mutation panel assessing the most common mutations and rearrangements associated with neoplasia was utilized. The results of molecular testing were directly compared and correlated with final cytological and histological diagnosis. Results A total of 1850 thyroid aspirates were performed, 200 of which were given an abnormal cytologic diagnosis. Thirty-six samples were submitted for molecular testing and subsequent surgical follow-up. Four were called malignant on cytology. 32 were placed in an indeterminate category (89%). Within indeterminate cases: 53% exhibited positive molecular mutations (n=17), 34% no mutation detected (n=11), and 13% insufficient quantity for testing (n=4). Upon surgical resection in the mutation-positive group: 18% had no malignancy (n=3), and the remaining 82% were positive for malignancy (n=14). Mutations in the histologically malignant group included: 57% BRAF (n=8), 21% NRAS (n=3), 7% HRAS (n=1), 7% KRAS (n=1), and 7% PAX8/PPAR gamma (n=1). In indeterminate cases with no mutation detected, 10 cases were found to be benign, and one case of malignancy was diagnosed. The probability of indeterminate diagnosis in combination with no mutation yielded a 91% chance of benign entity and 9% chance of malignancy. We demonstrated 93% sensitivity and 91% negative predictive value (NPV) for the risk of malignancy in indeterminate cytology specimens with ancillary molecular testing. There was 77% specificity and 82% positive predictive value (PPV) for our data set. Conclusions In indeterminate samples, the detection of a mutation was highly predictive of malignancy and a strong indicating factor for surgery with a high sensitivity and NPV. Molecular testing refined or established the diagnosis in 89% of the cases. Our results indicate that molecular testing of thyroid nodules enhances the accuracy of FNA cytology and the subsequent surgical outcome.
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Gokozan HN, Dilcher TL, Alperstein SA, Qiu Y, Mostyka M, Scognamiglio T, Solomon JP, Song W, Rennert H, Beg S, Stern E, Goyal A, Siddiqui MT, Heymann JJ. Combining molecular testing and the Bethesda category III:VI ratio for thyroid fine‐needle aspirates: A quality‐assurance metric for evaluating diagnostic performance in a cytopathology laboratory. Cancer Cytopathol 2021; 130:259-274. [DOI: 10.1002/cncy.22542] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 11/23/2021] [Accepted: 12/01/2021] [Indexed: 01/21/2023]
Affiliation(s)
- Hamza N. Gokozan
- Division of Cytopathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
- Division of Head and Neck Pathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Thomas L. Dilcher
- Division of Cytopathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Susan A. Alperstein
- Division of Cytopathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Yuqing Qiu
- Department of Population Health Sciences New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Maria Mostyka
- Division of Head and Neck Pathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Theresa Scognamiglio
- Division of Head and Neck Pathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - James P. Solomon
- Clinical Genomics Laboratory Department of Pathology and Laboratory Medicine New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Wei Song
- Clinical Genomics Laboratory Department of Pathology and Laboratory Medicine New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Hanna Rennert
- Division of Molecular and Genomic Pathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Shaham Beg
- Division of Cytopathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Evan Stern
- Division of Cytopathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Abha Goyal
- Division of Cytopathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Momin T. Siddiqui
- Division of Cytopathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
| | - Jonas J. Heymann
- Division of Cytopathology New York‐Presbyterian Hospital–Weill Cornell Medical College New York New York
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14
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El Hag IA, Johnston J, Alessa E, Al Shammari M. Revised Bethesda System for Reporting Thyroid Cytology: Lessons learned from an appraisal of 5 years of experience in a central hospital. Cytopathology 2021; 32:482-492. [PMID: 33772905 DOI: 10.1111/cyt.12970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 02/15/2021] [Accepted: 02/24/2021] [Indexed: 11/29/2022]
Abstract
OBJECTIVE The Bethesda System for Reporting Thyroid Cytology (BSFRTC) is widely adopted in the management of thyroid nodules. The system was updated in 2017, and its impact is the subject of this paper. METHODS All thyroid fine needle aspirations from 2016-2020 using the BSFRTC, with follow-up surgical pathology, were reviewed. The risk of neoplasia (RON), risk of malignancy (ROM), RON/ROM ratio, and surgical follow-up rate were determined for each diagnostic category with cytohistological correlation. ROM was calculated in two separate manners, with non-invasive follicular tumours with papillary-like nuclear features (NIFTP) counted as malignant or non-malignant. Sensitivity, specificity, negative and positive predictive values were determined for indeterminate categories: atypia of undetermined significance (AUS), suspicious for follicular neoplasm (SFN), and suspicious for malignancy (SFM). RESULTS RON, ROM, and the surgical follow-up rate increased steadily from the benign through intermediate to malignant categories. The omission of NIFTP from malignant lesions reduced the calculated ROM in indeterminate categories and improved the stratification between AUS and SFN. ROM in AUS was distinct from SFN. AUS has a well-balanced sensitivity and specificity favouring a screening rather than a diagnostic category. The calculated RON/ROM was significantly higher in AUS (1.56), compared to SFN (1.03) and SM (1.05), in agreement with current BSRTC management recommendations. CONCLUSIONS AUS is an important screening category and should remain with the addition of subcategorisation. RON and surgical follow-up rates are essential quality indicators. The RON/ROM ratio could be utilised to determine appropriate management for each diagnostic category on an institutional basis.
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Affiliation(s)
- Imad A El Hag
- Department of Pathology, Security Force Hospital, Riyadh, Saudi Arabia
| | - Jon Johnston
- Department of Pathology, Security Force Hospital, Riyadh, Saudi Arabia
| | - Ebtehal Alessa
- Department of Pathology, Security Force Hospital, Riyadh, Saudi Arabia
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15
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Silaghi CA, Lozovanu V, Georgescu CE, Georgescu RD, Susman S, Năsui BA, Dobrean A, Silaghi H. Thyroseq v3, Afirma GSC, and microRNA Panels Versus Previous Molecular Tests in the Preoperative Diagnosis of Indeterminate Thyroid Nodules: A Systematic Review and Meta-Analysis. Front Endocrinol (Lausanne) 2021; 12:649522. [PMID: 34054725 PMCID: PMC8155618 DOI: 10.3389/fendo.2021.649522] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 04/13/2021] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Molecular tests are being used increasingly as an auxiliary diagnostic tool so as to avoid a diagnostic surgery approach for cytologically indeterminate thyroid nodules (ITNs). Previous test versions, Thyroseq v2 and Afirma Gene Expression Classifier (GEC), have proven shortcomings in malignancy detection performance. OBJECTIVE This study aimed to evaluate the diagnostic performance of the established Thyroseq v3, Afirma Gene Sequencing Classifier (GSC), and microRNA-based assays versus prior iterations in ITNs, in light of "rule-in" and "rule-out" concepts. It further analyzed the impact of noninvasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP) reclassification and Bethesda cytological subtypes on the performance of molecular tests. METHODS Pubmed, Scopus, and Web of Science were the databases used for the present research, a process that lasted until September 2020. A random-effects bivariate model was used to estimate the summary sensitivity, specificity, positive (PLR) and negative likelihood ratios (NLR), and area under the curve (AUC) for each panel. The conducted sensitivity analyses addressed different Bethesda categories and NIFTP thresholds. RESULTS A total of 40 eligible studies were included with 7,831 ITNs from 7,565 patients. Thyroseq v3 showed the best overall performance (AUC 0.95; 95% confidence interval: 0.93-0.97), followed by Afirma GSC (AUC 0.90; 0.87-0.92) and Thyroseq v2 (AUC 0.88; 0.85-0.90). In terms of "rule-out" abilities Thyroseq v3 (NLR 0.02; 95%CI: 0.0-2.69) surpassed Afirma GEC (NLR 0.18; 95%CI: 0.10-0.33). Thyroseq v2 (PLR 3.5; 95%CI: 2.2-5.5) and Thyroseq v3 (PLR 2.8; 95%CI: 1.2-6.3) achieved superior "rule-in" properties compared to Afirma GSC (PLR 1.9; 95%CI: 1.3-2.8). Evidence for Thyroseq v3 seems to have higher quality, notwithstanding the paucity of studies. Both Afirma GEC and Thyroseq v2 performance have been affected by NIFTP reclassification. ThyGenNEXT/ThyraMIR and RosettaGX show prominent preliminary results. CONCLUSION The newly emerged tests, Thyroseq v3 and Afirma GSC, designed for a "rule-in" purpose, have been proved to outperform in abilities to rule out malignancy, thus surpassing previous tests no longer available, Thyroseq 2 and Afirma GEC. However, Thyroseq v2 still ranks as the best rule-in molecular test. SYSTEMATIC REVIEW REGISTRATION http://www.crd.york.ac.uk/PROSPERO, identifier CRD42020212531.
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Affiliation(s)
- Cristina Alina Silaghi
- Department of Endocrinology, “Iuliu Hatieganu” University of Medicine and Pharmacy Cluj-Napoca, Cluj-Napoca, Romania
| | - Vera Lozovanu
- Department of Endocrinology, “Iuliu Hatieganu” University of Medicine and Pharmacy Cluj-Napoca, Cluj-Napoca, Romania
- *Correspondence: Vera Lozovanu, ; Raluca Diana Georgescu,
| | - Carmen Emanuela Georgescu
- Department of Endocrinology, “Iuliu Hatieganu” University of Medicine and Pharmacy Cluj-Napoca, Cluj-Napoca, Romania
| | - Raluca Diana Georgescu
- International Institute for the Advanced Studies of Psychotherapy and Applied Mental Health, Babeş-Bolyai University, Cluj-Napoca, Romania
- *Correspondence: Vera Lozovanu, ; Raluca Diana Georgescu,
| | - Sergiu Susman
- Department of Morphological Sciences-Histology, “Iuliu Hatieganu” University of Medicine and Pharmacy, Cluj-Napoca, Romania
- Department of Pathology, IMOGEN Research Center, Cluj-Napoca, Romania
| | - Bogdana Adriana Năsui
- Department of Community Health, “Iuliu Hatieganu” University of Medicine and Pharmacy Cluj-Napoca, Cluj-Napoca, Romania
| | - Anca Dobrean
- International Institute for the Advanced Studies of Psychotherapy and Applied Mental Health, Babeş-Bolyai University, Cluj-Napoca, Romania
- Department of Clinical Psychology and Psychotherapy, Babeş-Bolyai University, Cluj-Napoca, Romania
| | - Horatiu Silaghi
- Department of Surgery V, “Iuliu Hatieganu” University of Medicine and Pharmacy Cluj-Napoca, Cluj-Napoca, Romania
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16
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Miao S, Jing M, Sheng R, Cui D, Lu S, Zhang X, Jing S, Zhang X, Shan T, Shan H, Xu T, Wang B, Wang Z, Liu Y. The analysis of differential diagnosis of benign and malignant thyroid nodules based on ultrasound reports. Gland Surg 2020; 9:653-660. [PMID: 32775255 PMCID: PMC7347809 DOI: 10.21037/gs.2020.04.03] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Accepted: 03/12/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND Thyroid cancer is a common endocrine tumor, the incidence of which is increasing each year. Early diagnosis and treatment can effectively prevent thyroid cancer. This article uses Chinese's ultrasound reports to determine the value of early diagnosis. METHODS The clinical data center of the First Affiliated Hospital of Nanjing Medical University was screened for patients diagnosed with a thyroid nodule, who had undergone a thyroid function test, ultrasound records and pathological assessment. A total of 811 patients with a total of 1,290 pathologically confirmed nodules (506 benign and 784 malignant) were enrolled. Logistic regression was used to analyze the variables that significantly affected malignant nodules. The sensitivity and specificity of ultrasound thyroid imaging-reporting and data system (TI-RADS) classification results for benign and malignant tumors were calculated. RESULTS The age of the patients had a very significant difference in the classification of benign and malignant nodules (P<0.001), and the marital status was significantly different (P<0.05). Gender and medical insurance had no significant effect (P>0.05). Thyroglobulin (TG), free thyroxine (FT4), and free triiodothyronine (FT3) had significant effects (P=0.003) on the incidence of malignant nodules in patients, while thyroid-stimulating hormone (TSH) had no significant effect (P>0.05). Ultrasound analysis showed a Youden's index of 78.97%, a positive predictive value of 93.20%, and a negative predicted value of 84.10% at the most excellent classification effect. The sensitivity was 89.0%, the specificity was 89.9%; much greater than the classification model based on the thyroid function test (sensitivity =80.6%, specificity =55.8%). CONCLUSIONS The present study verifies the effectiveness of using TI-RADS classification for diagnosis of benign and malignant thyroid nodules, and explores the use of new analysis methods for clinical data. To reduce dependence on the doctors, ultrasound image data and clinical phenotypic data can be further used to assist clinical decision making.
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Affiliation(s)
- Shumei Miao
- Department of Information, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210096, China
- Department of Medical Informatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing 211166, China
| | - Mang Jing
- Department of Information, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210096, China
- Department of Medical Informatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing 211166, China
| | - Rongrong Sheng
- Department of Information, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210096, China
- Department of Medical Informatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing 211166, China
| | - Dai Cui
- Department of Endocrinology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210096, China
| | - Shan Lu
- Health Education Section, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210096, China
| | - Xin Zhang
- Department of Information, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210096, China
- Department of Medical Informatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing 211166, China
| | - Shenqi Jing
- Department of Information, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210096, China
- Department of Medical Informatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing 211166, China
| | - Xiaoliang Zhang
- Department of Information, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210096, China
- Department of Medical Informatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing 211166, China
| | - Tao Shan
- Department of Information, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210096, China
- Department of Medical Informatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing 211166, China
| | - Hongwei Shan
- Department of Information, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210096, China
- Department of Medical Informatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing 211166, China
| | - Tingyu Xu
- Department of Information, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210096, China
| | - Bing Wang
- Department of Information, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210096, China
| | - Zhongmin Wang
- Department of Medical Informatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing 211166, China
| | - Yun Liu
- Department of Medical Informatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing 211166, China
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Ohori NP, Landau MS, Manroa P, Schoedel KE, Seethala RR. Molecular-derived estimation of risk of malignancy for indeterminate thyroid cytology diagnoses. J Am Soc Cytopathol 2020; 9:213-220. [PMID: 32336670 DOI: 10.1016/j.jasc.2020.03.004] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Accepted: 03/31/2020] [Indexed: 01/29/2023]
Abstract
INTRODUCTION One of the key features of the Bethesda System for Reporting Thyroid Cytopathology is the risk of malignancy (ROM), which guides management for each diagnostic category. However, calculation of the ROM can be challenging for indeterminate diagnoses because only a portion of cases will be resected for cytologic-histologic correlation (CHC) analyses. In the present study, we used the probability of cancer information from ThyroSeq, version 3, reports to calculate the molecular-derived (MD) ROM for indeterminate categories. MATERIALS AND METHODS Cytology cases with indeterminate BSRTC diagnoses and adequate molecular test results were retrieved from our cytopathology laboratory for a 12-month period. The probability of cancer information from the ThyroSeq, version 3, molecular reports were tabulated, and the mean ROM was calculated for each diagnostic category. The MDROM included noninvasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP) as a "malignant" outcome because it is considered a surgical disease. RESULTS A total of 361 cases had adequate material for molecular testing. The diagnostic distribution was as follows: atypia of undetermined significance/follicular lesion of undetermined significance, 271 cases (75.1%), follicular neoplasm/suspicious for a follicular neoplasm, 59 cases (16.3%), and Hürthle cell type/suspicious for a follicular neoplasm, Hürthle cell type, 31 cases (8.6%). The corresponding estimated MDROMs were 14.9%, 32.6%, and 34.4%. A comparison with the CHC data was performed, and the 95% confidence intervals of the MDROMs overlapped well with the 2 endpoint CHC values. CONCLUSIONS Calculation of the MDROMs provides a new method to approximate the ROMs of indeterminate diagnoses and has the advantage of potentially evaluating all cases, not just those resected. Furthermore, for those using the same platform, interinstitutional comparisons will be possible.
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Affiliation(s)
- N Paul Ohori
- Department of Pathology, University of Pittsburgh Medical Center-Presbyterian, Pittsburgh, Pennsylvania.
| | - Michael S Landau
- Department of Pathology, University of Pittsburgh Medical Center-Presbyterian, Pittsburgh, Pennsylvania
| | - Pooja Manroa
- Division of Endocrinology, University of Pittsburgh Medical Center-Presbyterian, Pittsburgh, Pennsylvania
| | - Karen E Schoedel
- Department of Pathology, University of Pittsburgh Medical Center-Presbyterian, Pittsburgh, Pennsylvania
| | - Raja R Seethala
- Department of Pathology, University of Pittsburgh Medical Center-Presbyterian, Pittsburgh, Pennsylvania
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Renshaw AA, Krane JF. Communicating risk for thyroid FNA: The pursuit of a better metric. Cancer Cytopathol 2020; 128:232-235. [DOI: 10.1002/cncy.22222] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 11/20/2019] [Indexed: 12/22/2022]
Affiliation(s)
- Andrew A. Renshaw
- Department of Pathology Baptist Hospital and Miami Cancer Institute Miami Florida
| | - Jeffrey F. Krane
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine University of California at Los Angeles Los Angeles California
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