1
|
Verma T, Marshall C, Dantey KE, Thompson DV, Banizs A, Finkelstein SD, DelTondo J. The role of the ThyGeNEXT oncogene panel used in combination with the expanded miRNA panel ThyraMIRv2 in Indeterminate thyroid nodules: A large, blinded, real-world, observational study. Cancer Cytopathol 2024; 132:556-563. [PMID: 38814813 DOI: 10.1002/cncy.22829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 04/06/2024] [Accepted: 04/09/2024] [Indexed: 06/01/2024]
Abstract
BACKGROUND Molecular analysis of fine-needle aspiration biopsies (FNAB) improves the diagnostic accuracy of cytologically indeterminate thyroid nodules (ITNs). Recently, the use of MPTXv2 has been shown to further improve the accuracy of risk stratification of ITNs. METHODS A total of 338 patient samples with atypia of undetermined significance (n = 258) or follicular neoplasm (n = 80) cytology diagnosis and corresponding surgical outcomes or clinical follow-up, collected between 2016 and 2020 were included [Correction added on 19 June 2024, after first online publication: In the preceding sentence, the n values 260 and 78 have been changed to 258 and 80, respectively.]. All samples underwent multiplatform testing (MPTXv1), which includes an oncogene panel (ThyGeNEXT®) plus a microRNA risk classifier (ThyraMIR®). A blinded, secondary analysis was performed to assess the added utility of MPTXv2 (ThyraMIR®v2). The average length of follow-up for the surveillance group (n = 248) was 30 months. RESULTS Sensitivity at moderate threshold was 96% and specificity at positive threshold was 99% for MPTXv2. At 14% disease prevalence, the negative predictive value at the moderate threshold was 99% and the positive predictive value at the positive threshold was 89% for MPTXv2. MPTXv2 had fewer patients classified into the moderate-risk group than MPTXv1, which was statistically significant (p < .001). Using surgical resection, the gold standard for outcomes, MPTXv2 showed a statistically greater area under the curve (p = .028) than MPTXv1, demonstrating greater accuracy for MPTXv2. CONCLUSION Both test versions demonstrated robust performance with low false-positive molecular results. Data suggest that incorporation of MPTXv1, and more recently MPTXv2, into clinical practice within our healthcare network resulted in improved accuracy of ITN risk stratification.
Collapse
Affiliation(s)
- Tanvi Verma
- Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - Cody Marshall
- Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | | | | | - Anna Banizs
- Interpace Diagnostics, Inc, Parsipanny, New Jersey, USA
| | | | | |
Collapse
|
2
|
Hernandez-Prera JC, Wenig BM. RAS-Mutant Follicular Thyroid Tumors: A Continuous Challenge for Pathologists. Endocr Pathol 2024; 35:167-184. [PMID: 38888731 DOI: 10.1007/s12022-024-09812-5] [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] [Accepted: 05/20/2024] [Indexed: 06/20/2024]
Abstract
The classification of thyroid nodules, particularly those with a follicular growth pattern, has significantly evolved. These tumors, enriched with RAS or RAS-like mutations, remain challenging for pathologists due to variables such as nuclear atypia, invasion, mitotic activity, and tumor necrosis. This review addresses the histological correlates of benign, low-risk, and malignant RAS-mutant thyroid tumors, as well as some difficult-to-classify follicular nodules with worrisome features. One prototypical RAS-mutant nodule is non-invasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP). The assessment of nuclear characteristics in encapsulated/well-demarcated non-invasive RAS-mutant follicular-patterned tumors helps distinguish between follicular thyroid adenoma (FTA) and NIFTP. Despite this straightforward concept, questions about the degree of nuclear atypia necessary for the diagnosis of NIFTP are common in clinical practice. The nomenclature of follicular nodules lacking clear invasive features with increased mitotic activity, tumor necrosis, and/or high-risk mutations (e.g., TERT promoter or TP53) remains debated. Invasion, particularly angioinvasion, is the current hallmark of malignancy in RAS-mutant follicular-patterned neoplasms, with follicular thyroid carcinoma (FTC) as the model. Assessing the tumor interface is critical, though full capsule evaluation can be challenging. Multiple levels and NRASQ61R-specific immunohistochemistry can aid in identifying invasion. Controversies around vascular invasion persist, with ancillary stains like CD31, ERG, and CD61 aiding in its evaluation. Moreover, the review highlights that invasive encapsulated follicular variant papillary thyroid carcinoma (IEFVPTC) is closely associated with FTC, suggesting the need for better nomenclature. The concept of "high-grade" differentiated carcinomas, applicable to FTC or IEFVPTC with necrosis and/or high mitotic activity, is also discussed.
Collapse
Affiliation(s)
- Juan C Hernandez-Prera
- Department of Pathology, Moffitt Cancer Center, 12902 Magnolia Drive, Tampa, FL, 33612, USA.
| | - Bruce M Wenig
- Department of Pathology, Moffitt Cancer Center, 12902 Magnolia Drive, Tampa, FL, 33612, USA
| |
Collapse
|
3
|
Hernandez-Prera JC. Molecular Pathology of Thyroid Tumors: Old Problems and New Concepts. Clin Lab Med 2024; 44:305-324. [PMID: 38821646 DOI: 10.1016/j.cll.2023.08.006] [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: 06/02/2024]
Abstract
The molecular signatures of many thyroid tumors have been uncovered. These discoveries have translated into clinical practice and are changing diagnostic and tumor classification paradigms. Here, the findings of recent studies are presented with special emphasis on how molecular insights are impacting the understating of RAS mutant thyroid nodules, Hürthel cell neoplasms, and unusual thyroid tumors, such as hyalinizing trabecular tumor, secretory carcinoma of the thyroid, and sclerosing mucoepidermoid carcinoma with eosinophilia. In addition, the utility of detecting actionable molecular alterations by immunohistochemistry in advanced and aggressive thyroid cancer is also discussed.
Collapse
Affiliation(s)
- Juan C Hernandez-Prera
- Department of Pathology, Moffitt Cancer Center, 12902 Magnolia Drive, Tampa, Florida 33612, USA.
| |
Collapse
|
4
|
Rao KN, Randolph GW, Lopez F, Zafereo M, Coca-Pelaz A, Piazza C, Dange P, Rodrigo JP, Stenman G, de Keizer B, Nixon I, Sinha S, Leboulleux S, Mäkitie AA, Agaimy A, Thompson L, Ferlito A. Assessment of the risk of malignancy in Bethesda III thyroid nodules: a comprehensive review. Endocrine 2024:10.1007/s12020-024-03737-z. [PMID: 38416380 DOI: 10.1007/s12020-024-03737-z] [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: 01/07/2024] [Accepted: 02/08/2024] [Indexed: 02/29/2024]
Abstract
The increasing prevalence of thyroid cancer emphasizes the need for a thorough assessment of risk of malignancy in Bethesda III nodules. Various methods ranging commercial platforms of molecular genetic testing (including Afirma® GEC, Afirma® GSC, ThyroSeq® V3, RosettaGX®, ThyGeNEXT®/ThyraMIR®, ThyroidPRINT®) to radionuclide scans and ultrasonography have been investigated to provide a more nuanced comprehension of risk estimation. The integration of molecular studies and imaging techniques into clinical practice may provide clinicians with improved and personalized risk assessment. This integrated approach we feel may enable clinicians to carefully tailor interventions, thereby minimizing the likelihood of unnecessary thyroid surgeries and overall crafting the optimal treatment. By aligning with the evolving landscape of personalized healthcare, this comprehensive strategy ensures a patient-centric approach to thyroid nodule and thyroid cancer management.
Collapse
Affiliation(s)
- Karthik Nagaraja Rao
- Department of Head and Neck Oncology, Sri Shankara Cancer Hospital and Research Center, Bangalore, 560004, India.
| | - Gregory W Randolph
- Division of Thyroid and Parathyroid Endocrine Surgery, Department of Otolaryngology-Head and Neck Surgery, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston, MA, USA
| | - Fernando Lopez
- Department of Otolaryngology, Hospital Universitario Central de Asturias, University of Oviedo, ISPA, IUOPA, CIBERONC, 33011, Oviedo, Spain
| | - Mark Zafereo
- Department of Head and Neck Surgery, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Andrés Coca-Pelaz
- Department of Otolaryngology, Hospital Universitario Central de Asturias, University of Oviedo, ISPA, IUOPA, CIBERONC, 33011, Oviedo, Spain
| | - Cesare Piazza
- Unit of Otorhinolaryngology-Head and Neck Surgery, ASST Spedali Civili of Brescia, Brescia, Italy
| | - Prajwal Dange
- Department of Head and Neck Oncology, Sri Shankara Cancer Hospital and Research Center, Bangalore, 560004, India
| | - Juan Pablo Rodrigo
- Department of Otolaryngology, Hospital Universitario Central de Asturias, University of Oviedo, ISPA, IUOPA, CIBERONC, 33011, Oviedo, Spain
| | - Göran Stenman
- Sahlgrenska Center for Cancer Research Department of Pathology, University of Gothenburg, Gothenburg, Sweden
| | - Bart de Keizer
- Department of Nuclear Medicine and Radiology, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Iain Nixon
- Department of Surgery and Otolaryngology, Head and Neck Surgery, Edinburgh University, Edinburgh, EH3 9YL, UK
| | - Shriyash Sinha
- Department of Head and Neck Oncology, Sri Shankara Cancer Hospital and Research Center, Bangalore, 560004, India
| | - Sophie Leboulleux
- Department of Endocrinology, Diabetology, Nutrition and Therapeutic Education, Geneva University Hospitals, Rue Gabrielle Perret Gentil, Geneva University, Geneva, Switzerland
| | - Antti A Mäkitie
- Department of Otorhinolaryngology-Head and Neck Surgery, Faculty of Medicine, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
- Research Program in Systems Oncology, University of Helsinki, Helsinki, Finland
| | - Abbas Agaimy
- Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), 91054, Erlangen, Germany
| | - Lester Thompson
- Head and Neck Pathology Consultations, Woodland Hills, CA, 91364, USA
| | - Alfio Ferlito
- Coordinator of the International Head and Neck Scientific Group, Padua, Italy
| |
Collapse
|
5
|
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
|
6
|
Stewardson P, Eszlinger M, Wu J, Khalil M, Box A, Perizzolo M, Punjwani Z, Ziehr B, Sanyal R, Demetrick DJ, Paschke R. Prospective Validation of ThyroSPEC Molecular Testing of Indeterminate Thyroid Nodule Cytology Following Diagnostic Pathway Optimization. Thyroid 2023; 33:1423-1433. [PMID: 37742115 DOI: 10.1089/thy.2023.0255] [Citation(s) in RCA: 4] [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] [Indexed: 09/25/2023]
Abstract
Background: Molecular testing for cytologically indeterminate thyroid nodules (ITNs) is often reported with incomplete data on clinical assessment and ultrasound malignancy risk (USMR) stratification. This study aimed to clinically validate the diagnostic accuracy of a novel molecular test, assess the incremental preoperative malignancy risk of other clinical factors, and measure the impacts of introducing molecular testing at the population level. Methods: Comprehensive clinical data were collected prospectively for the first 615 consecutive patients with ITNs in a centralized health care system following implementation of a reflexive molecular test. Clinical data include patient history, method of nodule discovery, clinical assessment, USMR, cytology, molecular testing, and surgery or follow-up along with surgeon notes on surgical decision-making. Accuracy of molecular testing and the impact of the introduction of molecular testing were calculated. A multivariable regression model was developed to identify which clinical factors have the most diagnostic significance for ITNs. Results: A locally developed, low-cost molecular test achieved a negative predictive value (NPV) of 76-91% [confidence interval, CI 66-95%] and a positive predictive value (PPV) of 46-65% [CI 37-75%] in ITNs using only residual material from standard liquid cytology fine-needle aspiration (FNA). Sensitivity was highest (80%; [CI 63-92%]) in the American Thyroid Association (ATA) intermediate-suspicion ultrasound category, and lowest (46%; [CI 19-75%]) in the ATA high-suspicion ultrasound category. Following implementation of molecular testing, diagnostic yield increased by 14% (p = 0.2442) and repeat FNAs decreased by 24% (p = 0.05). Mutation was the primary reason for surgery in 76% of resected, mutation-positive patients. High-risk mutations were associated with a 58% (p = 0.0001) shorter wait for surgery. Twenty-six percent of patients with a negative molecular test result underwent surgery. Multivariable regression highlighted molecular testing and USMR as significantly associated with malignancy. Conclusions: Molecular testing improves preoperative risk stratification but requires further stratification for intermediate-risk mutations. Incorporation of clinical factors (especially USMR) with molecular testing may increase the sensitivity for detection of malignancy. Introduction of molecular testing offers some clinical benefits even in a low resection rate setting, and directly influences surgical decision-making. This study illustrates the importance of the local diagnostic pathway in ensuring appropriate integrated use of molecular testing for best outcomes.
Collapse
Affiliation(s)
- Paul Stewardson
- Arnie Charbonneau Cancer Institute, Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Markus Eszlinger
- Arnie Charbonneau Cancer Institute, Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Jiahui Wu
- Arnie Charbonneau Cancer Institute, Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Moosa Khalil
- Alberta Precision Laboratories, Department of Pathology and Laboratory Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Adrian Box
- Alberta Precision Laboratories, Department of Pathology and Laboratory Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Marco Perizzolo
- Alberta Precision Laboratories, Department of Pathology and Laboratory Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Zoya Punjwani
- Arnie Charbonneau Cancer Institute, Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Bjoern Ziehr
- Arnie Charbonneau Cancer Institute, Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Ratna Sanyal
- Arnie Charbonneau Cancer Institute, Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Douglas J Demetrick
- Alberta Precision Laboratories, Department of Pathology and Laboratory Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Ralf Paschke
- Arnie Charbonneau Cancer Institute, Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, Canada
| |
Collapse
|
7
|
Finkelstein SD, Sistrunk JW, Malchoff C, Thompson DV, Kumar G, Timmaraju VA, Repko B, Mireskandari A, Evoy-Goodman LA, Massoll NA, Lupo MA. A Retrospective Evaluation of the Diagnostic Performance of an Interdependent Pairwise MicroRNA Expression Analysis with a Mutation Panel in Indeterminate Thyroid Nodules. Thyroid 2022; 32:1362-1371. [PMID: 35943886 PMCID: PMC9700378 DOI: 10.1089/thy.2022.0124] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Background: The addition of genetic analysis to the evaluation of thyroid nodule fine-needle aspiration biopsy samples improves diagnostic accuracy of cytologically indeterminate thyroid nodules (ITNs) with Bethesda III or IV cytopathology. We previously reported the performance of a multiplatform molecular test, referred to in this study as MPTXv1, that includes a mutation panel (ThyGeNEXT®) plus an algorithmic microRNA (miRNA) risk classifier (ThyraMIR®). Complex interactions of growth-promoting and -suppressing miRNAs affect the phenotype. We previously demonstrated that accounting for these interactions with pairwise miRNA expression analysis improves the diagnosis of medullary thyroid carcinoma. In this study, we assess the impact of pairwise miRNA expression analysis on risk stratification of ITNs. Methods: Pairwise expression analysis of 11 miRNAs was performed on a training cohort of histopathology-proven benign nodules (n = 50) to define the mean and standard deviation of each pairwise analysis and create a Benign/Malignant Profiler (MPTXv2), deviations from which predicted the malignancy risk. Clinical validation of MPTXv2 was assessed using a cohort of 178 ITN (Bethesda III and IV) samples from a multicentered, blinded retrospective study, previously evaluated by MPTXv1. Results: Compared with MPTXv1, MPTXv2 significantly improved the test performance. The receiver operating characteristic (ROC) areas under the curve (AUC) increased from 0.85 to 0.97 (p < 0.001), and the diagnostic accuracy at the positive threshold increased significantly (p < 0.05) from 83% [95% confidence interval (CI) = 76-88] to 93% [CI = 89-96]. The significant improvement in the ROC AUC and the diagnostic accuracy was due to a strong statistical trend for improvement in specificity at the positive threshold. At the positive threshold, the specificity for MPTXv1 was 90% [CI = 84-95] and improved to 98% [CI = 94-99] for MPTXv2. Using the MPTXv2, the Moderate-Risk cohort decreased from 50 samples (28% of the cohort) to 24 samples (13% of the cohort). This 52% decrease is statistically significant (p < 0.001) and clinically meaningful. Conclusion: As compared with MPTXv1, pairwise miRNA expression analysis used in MPTXv2 significantly improved the diagnostic accuracy of ITN risk stratification and reduced the size of the Moderate-Risk group. Prospective trials are indicated to confirm these findings in a clinical practice setting.
Collapse
Affiliation(s)
- Sydney D. Finkelstein
- Interpace Diagnostics, Parsippany, New Jersey, USA
- Address correspondence to: Sydney D. Finkelstein, MD, Interpace Diagnostics, 300 Interpace Parkway, Parsippany, NJ 07054, USA
| | | | - Carl Malchoff
- UConn Health, Neag Comprehensive Cancer Center, Farmington, Connecticut, USA
| | | | | | | | | | | | | | - Nicole A. Massoll
- University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Mark A. Lupo
- Thyroid and Endocrine Center of Florida, Sarasota, Florida, USA
| |
Collapse
|
8
|
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
|
9
|
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
| |
Collapse
|
10
|
Abstract
The molecular signatures of many thyroid tumors have been uncovered. These discoveries have translated into clinical practice and are changing diagnostic and tumor classification paradigms. Here, the findings of recent studies are presented with special emphasis on how molecular insights are impacting the understating of RAS mutant thyroid nodules, Hürthel cell neoplasms, and unusual thyroid tumors, such as hyalinizing trabecular tumor, secretory carcinoma of the thyroid, and sclerosing mucoepidermoid carcinoma with eosinophilia. In addition, the utility of detecting actionable molecular alterations by immunohistochemistry in advanced and aggressive thyroid cancer is also discussed.
Collapse
Affiliation(s)
- Juan C Hernandez-Prera
- Department of Pathology, Moffitt Cancer Center, 12902 Magnolia Drive, Tampa, Florida 33612, USA.
| |
Collapse
|
11
|
Intratumoral Heterogeneity in Differentiated Thyroid Tumors: An Intriguing Reappraisal in the Era of Personalized Medicine. J Pers Med 2021; 11:jpm11050333. [PMID: 33922518 PMCID: PMC8146970 DOI: 10.3390/jpm11050333] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 04/20/2021] [Accepted: 04/21/2021] [Indexed: 12/13/2022] Open
Abstract
Differentiated thyroid tumors (DTTs) are characterized by significant molecular variability in both spatial and temporal intra-tumoral heterogeneity (ITH), that could influence the therapeutic management. ITH phenomenon appears to have a relevant role in tumor growth, aggressive behavior and drug resistance. Accordingly, characteristics and consequences of ITH in DTTs should be better analyzed and understood in order to guide clinical practice, improving survival. Consequently, in the present review, we investigated morphological and molecular ITH of DTTs in benign, borderline neoplasms and in malignant entities, summarizing the most significant data. Molecular testing in DTTs documents a high risk for recurrence of cancer associated with BRAFV600E, RET/PTC 1/3, ALK and NTRK fusions, while the intermediate risk may be related to BRAFK601E, H/K/N RAS and PAX8/PPARγ. In addition, it may be suggested that tumor genotype is associated with peculiar phenotype.
Collapse
|
12
|
Sgariglia R, Nacchio M, Migliatico I, Vigliar E, Malapelle U, Pisapia P, De Luca C, Iaccarino A, Salvatore D, Masone S, Troncone G, Bellevicine C. Moving towards a local testing solution for undetermined thyroid fine-needle aspirates: validation of a novel custom DNA-based NGS panel. J Clin Pathol 2021; 75:465-471. [PMID: 33789920 DOI: 10.1136/jclinpath-2021-207429] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 03/03/2021] [Accepted: 03/06/2021] [Indexed: 01/04/2023]
Abstract
AIMS In thyroid cytopathology, the undetermined diagnostic categories still pose diagnostic challenges. Although next-generation sequencing (NGS) is a promising technique for the molecular testing of thyroid fine-needle aspiration (FNA) specimens, access to such technology can be difficult because of its prohibitive cost and lack of reimbursement in countries with universal health coverage. To overcome these issues, we developed and validated a novel custom NGS panel, Nexthyro, specifically designed to target 264 clinically relevant mutations involved in thyroid tumourigenesis. Moreover, in this study, we compared its analytical performance with that of our previous molecular testing strategy. METHODS The panel, which includes 15 genes (BRAF, EIF1AX, GNAS, HRAS, IDH1, KRAS, NF2, NRAS, PIK3CA, PPM1D, PTEN, RET, DICER1, CHEK2, TERT promoter), was validated with a cell-line derived reference standard and 72 FNA archival samples previously tested with the 7-gene test. RESULTS Nexthyro yielded 100% specificity and detected mutant alleles at levels as low as 2%. Moreover, in 5/72 (7%) FNAs, it detected more clinically relevant mutations in BRAF and RAS genes compared with the 7-gene test. Nexthyro also revealed better postsequencing metrics than the previously adopted commercial 'generic' NGS panel. CONCLUSION Our comparative analysis indicates that Nexthyro is a reliable NGS panel. The study also implies that a custom-based solution for routine thyroid FNA is sustainable at the local level, allowing patients with undetermined thyroid nodules affordable access to NGS.
Collapse
Affiliation(s)
| | | | | | - Elena Vigliar
- Public Health, University of Naples Federico II, Naples, Italy
| | | | | | | | | | | | - Stefania Masone
- Clinical Medicine and Surgery, General Surgery Unit, University of Naples Federico II, Naples, Italy
| | | | | |
Collapse
|
13
|
Morris LGT. Molecular Profiling of Thyroid Nodules-Are These Findings Meaningful, or Merely Measurable?: A Review. JAMA Otolaryngol Head Neck Surg 2021; 146:845-850. [PMID: 32745207 DOI: 10.1001/jamaoto.2020.1851] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Importance Advances in genomic technologies have facilitated the development of sophisticated molecular diagnostic tests for thyroid nodules, in the hopes of better risk stratifying nodules with indeterminate cytopathologic diagnosis. It is unclear whether the widespread, or reflexive, use of these tests will improve outcomes for patients with thyroid nodules. Observations Thyroid nodules are a common and essentially normal finding. Even cytologically indeterminate thyroid nodules have a very low probability (approximately 1%) of representing clinically aggressive cancers and an even lower probability (approximately 0.1%) of representing lethal cancers. Therefore, most indeterminate thyroid nodules are low risk. Even if some will eventually require surgery, many can initially be kept under surveillance rather than requiring immediate surgery. Clinical and radiographic features can be helpful in risk stratifying these nodules. Molecular assays are marketed as tools to improve risk stratification for cytologically indeterminate thyroid nodules. However, the performance of these tests varies markedly across different practice settings, and the predictive value of these tests in real world practice may be lower than the numbers provided on laboratory reports. It is unclear whether these assays improve patient outcomes, such as survival or quality of life, or substantially reduce the number of thyroid surgeries performed. Conclusions and Relevance Because of variable performance, unclear benefit to patients, and questionable cost-effectiveness, clinical practice guidelines in the US and Europe currently do not recommend the universal, reflexive use of molecular assays for cytologically indeterminate thyroid nodules. These tests might offer value when used in selected scenarios, although this is not well understood. Future research should address whether the routine use of these molecular diagnostic tests leads to superior patient survival or quality-of-life outcomes compared with management based on clinical and radiographic criteria.
Collapse
Affiliation(s)
- Luc G T Morris
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| |
Collapse
|
14
|
Molecular analysis of fine-needle aspiration cytology in thyroid disease: where are we? Curr Opin Otolaryngol Head Neck Surg 2021; 29:107-112. [PMID: 33664196 DOI: 10.1097/moo.0000000000000698] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
PURPOSE OF REVIEW The prevalence of thyroid nodules in the general population is high but only about 5% are malignant lesions. Cytology is usually appropriate to rule out malignancy in sonographically suspicious nodules but in many cases, reports are indeterminate. Molecular testing is a more recent approach to rule out malignancy and guide subsequent management. RECENT FINDINGS Although several different molecular testing approaches have proven useful in reducing unnecessary surgery, there are still several remaining issues, such as the possible occurrence of RAS mutations (which are difficult to interpret in clinical management) and the role of molecular analysis in specific histotypes, such as Hürthle cell carcinomas. Furthermore, conclusive evidence is lacking regarding the cost-effectiveness and appropriateness of surgical options following molecular tests. SUMMARY To be useful in clinical practice, molecular tests should be applied to appropriate candidates. In truly uncertain thyroid nodules in which diagnostic surgery may be considered, molecular testing may change the clinical approach and 'save' a number of thyroids.
Collapse
|
15
|
Lupo MA, Walts AE, Sistrunk JW, Giordano TJ, Sadow PM, Massoll N, Campbell R, Jackson SA, Toney N, Narick CM, Kumar G, Mireskandari A, Finkelstein SD, Bose S. Multiplatform molecular test performance in indeterminate thyroid nodules. Diagn Cytopathol 2020; 48:1254-1264. [PMID: 32767735 PMCID: PMC7754490 DOI: 10.1002/dc.24564] [Citation(s) in RCA: 68] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Revised: 07/07/2020] [Accepted: 07/14/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Approximately 25% of thyroid nodule fine-needle aspirates (FNAs) have cytology that is indeterminate for malignant disease. Accurate risk stratification of these FNAs with ancillary testing would reduce unnecessary thyroid surgery. METHODS We evaluated the performance of an ancillary multiplatform test (MPTX) that has three diagnostic categories (negative, moderate, and positive). MPTX includes the combination of a mutation panel (ThyGeNEXT®) and a microRNA risk classifier (ThyraMIR®). A blinded, multicenter study was performed using consensus histopathology diagnosis among three pathologists to validate test performance. RESULTS Unanimous consensus diagnosis was reached in 197 subjects with indeterminate thyroid nodules; 36% had disease. MPTX had 95% sensitivity (95% CI,86%-99%) and 90% specificity (95% CI,84%-95%) for disease in prevalence adjusted nodules with Bethesda III and IV cytology. Negative MPTX results ruledout disease with 97% negative predictive value (NPV; 95% CI,91%-99%) at a 30% disease prevalence, while positive MPTX results ruledin high risk disease with 75% positive predictive value (PPV; 95% CI,60%-86%). Such results are expected in four out of five Bethesda III and IV nodules tested, including RAS positive nodules in which the microRNA classifier was useful in rulingin disease. 90% of mutation panel false positives were due to analytically verified RAS mutations detected in benign adenomas. Moderate MPTX results had a moderate rate of disease (39%, 95% CI,23%-54%), primarily due to RAS mutations, wherein the possibility of disease could not be excluded. CONCLUSIONS Our results emphasize that decisions for surgery should not solely be based on RAS or RAS-like mutations. MPTX informs management decisions while accounting for these challenges.
Collapse
Affiliation(s)
- Mark A. Lupo
- Thyroid & Endocrine Center of FloridaSarasotaFloridaUSA
| | - Ann E. Walts
- Cedars‐Sinai Medical CenterLos AngelesCaliforniaUSA
| | | | | | - Peter M. Sadow
- Massachusetts General Hospital and Harvard Medical SchoolBostonMassachusettsUSA
| | - Nicole Massoll
- University of Arkansas for Medical SciencesLittle RockArkansasUSA
| | - Ryan Campbell
- University of Arkansas for Medical SciencesLittle RockArkansasUSA
| | | | | | | | | | | | | | - Shikha Bose
- Cedars‐Sinai Medical CenterLos AngelesCaliforniaUSA
| |
Collapse
|
16
|
Lupo MA, Walts AE, Sistrunk JW, Massoll N, Campbell R, Jackson SA, Toney N, Narick CM, Kumar G, Mireskandari A, Finkelstein SD, Bose S. Reply to Letter to the Editor by William Gooding and Simion Chiosea: Alternate diagnostic test interpretation in a retrospective convenience cohort and clinical application of MPTX. Diagn Cytopathol 2020; 49:349-350. [PMID: 33236830 DOI: 10.1002/dc.24673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 11/12/2020] [Indexed: 11/07/2022]
Affiliation(s)
- Mark A Lupo
- Thyroid & Endocrine Center of Florida, Sarasota, FL, USA
| | - Ann E Walts
- Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | | | - Nicole Massoll
- University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Ryan Campbell
- University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | | | | | | | | | | | | | - Shikha Bose
- Cedars-Sinai Medical Center, Los Angeles, CA, USA
| |
Collapse
|
17
|
Gupta O, Gautam U, Chandrasekhar M, Rajwanshi A, Radotra BD, Verma R, Srinivasan R. Molecular Testing for BRAFV600E and RAS Mutations from Cytoscrapes of Thyroid Fine Needle Aspirates: A Single-Center Pilot Study. J Cytol 2020; 37:174-181. [PMID: 33776257 PMCID: PMC7984513 DOI: 10.4103/joc.joc_45_20] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 09/17/2020] [Accepted: 09/23/2020] [Indexed: 12/31/2022] Open
Abstract
Context and Aim: Molecular testing of thyroid FNA has been advocated in the indeterminate categories of The Bethesda System for Reporting Thyroid Cytopathology (TBSRTC) 2018. The utility of cytoscrapes of thyroid FNA samples for BRAF V600E and RAS mutations was evaluated in this pilot study. Methods and Materials: Thyroid FNA samples between 2015 and 2018 from TBSRTC categories 3–6 were included. DNA was extracted from one to two representative smears (cytoscrape). Real-time PCR for BRAF V600E and RAS (KRAS, NRAS, and HRAS) gene mutations was performed. Histopathology correlation was available in 44 cases. Statistical Methods: Chi-square test and calculation of sensitivity, specificity, and positive/negative predictive values were performed. Results: A total of 73 thyroid FNA cases and 11 nodal metastases of papillary thyroid carcinoma (PTC) were evaluated. The DNA yield ranged from 1.9 to 666 ng/μl (mean 128 ng/μl) in 80 cases and was insufficient in four cases. Overall, mutations were seen in 45 (56.25%) cases with BRAF V600E, NRAS, HRAS, and KRAS in 21 (46.7%), 19 (42.2%), 4, and 1 cases, respectively. BRAF V600E mutation was seen in PTC (11/18, 61%), nodal PTC metastases (5/10, 50%), and occasionally in TBSRTC category 3 (1/18, 5.5%). NRAS mutations were seen across all categories and were maximum in the AUS/FLUS group (6/18, 33%). BRAF V600E /RAS testing had an overall sensitivity, specificity, and positive and negative predictive values of 61.7%, 80%, 91.3%, and 38%, respectively, for the detection of malignancy. In indeterminate thyroid nodules, the sensitivity, specificity, PPV, and NPV were 56.2%, 80%, 81.8%, and 53.3%, respectively. Conclusion: BRAF V600E/RAS mutation testing from cytoscrapes are useful as a rule-in test for indeterminate thyroid nodules and provide molecular confirmation in nodal metastases of PTC.
Collapse
Affiliation(s)
- Ojas Gupta
- Department of Cytology and Gynecological Pathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Upasana Gautam
- Department of Cytology and Gynecological Pathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Muralidaran Chandrasekhar
- Department of Cytology and Gynecological Pathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Arvind Rajwanshi
- Department of Cytology and Gynecological Pathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Bishan Dass Radotra
- Department of Histopathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Roshan Verma
- Department of Otorhinolaryngology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Radhika Srinivasan
- Department of Cytology and Gynecological Pathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| |
Collapse
|
18
|
Kakudo K. Asian and Western practice in thyroid pathology: similarities and differences. Gland Surg 2020; 9:1614-1627. [PMID: 33224839 DOI: 10.21037/gs-2019-catp-02] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Kennichi Kakudo
- Department of Pathology and Thyroid Disease Center, Izumi City General Hospital, Izumi, Japan.,Cytopathology Laboratory, Okamoto Thyroid Clinic, Osaka, Japan.,Department of Pathology and Laboratory Medicine, Nara Hospital, Kindai University Faculty of Medicine, Ikoma-city, Japan.,Department of Human Pathology, Graduate School of Medicine, Wakayama Medical University, Wakayama, Japan
| |
Collapse
|
19
|
Song Y, Xu G, Ma T, Zhu Y, Yu H, Yu W, Wei W, Wang T, Zhang B. Utility of a multigene testing for preoperative evaluation of indeterminate thyroid nodules: A prospective blinded single center study in China. Cancer Med 2020; 9:8397-8405. [PMID: 32976686 PMCID: PMC7666727 DOI: 10.1002/cam4.3450] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 08/13/2020] [Accepted: 08/20/2020] [Indexed: 01/12/2023] Open
Abstract
Background Thyroid nodules are highly prevalent, with fine‐needle aspiration (FNA) commonly used as the standard preoperative tool for their diagnosis. However, the method classifies some of the samples as indeterminate, leading to unnecessary surgery. In this study, we evaluated the value of next‐generation sequencing (NGS) for cancer diagnosis in indeterminate thyroid nodules. Materials and methods We performed a prospective, blinded cohort study on 189 patients, with 196 Bethesda III/IV nodules. Specifically, we analyzed DNA mutations and RNA fusions across the FNA samples using NGS, then reviewed follow‐up reports from 84 nodules following definitive surgery, to determine the assay performance. Results Enough DNA and RNA were obtained in 188 nodules, revealing mutations or fusions in 34.6% of them. The most frequently mutated genes were RAS, followed by BRAF V600E. Based on surgical pathology, 39% (33/84) and 4.8% (4/84) of the nodules were malignant and intermediate, respectively. According to the risk stratification criteria, 28 cases were categorized High‐Risk group, all of the resected nodules (n = 20) were malignant. Twenty‐four thyroid nodules were in the Low‐Risk group, 28.6% (4/14) surgically removed nodules were malignant. In the Benign‐Like category, 18.0% (9/50) were malignant. Five out of 13 nodules with benign mutations were resected, including SPOP, EZH1, and ZNF148, all of them were benign. If genetic alterations annotated with High‐Risk or Low‐Risk was considered as positive, and negative if Benign‐Like. Multigene testing revealed sensitivity, specificity, positive predictive values (PPV), and negative predictive value (NPV) of 73%, 80%, 71%, and 82%, respectively. In addition, if four intermediate nodules were counted as malignant, the PPV and NPV were 71% and 74%. Conclusion Our results allow for further stratification of Bethesda III/IV thyroid nodules based on the risk of their malignancy. SPOP, EZH1, and ZNF148 mutations may be used as benign markers.
Collapse
Affiliation(s)
- Yuntao Song
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Head and Neck Surgery, Peking University Cancer Hospital and Institute, Beijing, China
| | - Guohui Xu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Head and Neck Surgery, Peking University Cancer Hospital and Institute, Beijing, China
| | - Tonghui Ma
- Genetron Health (Beijing) Co. Ltd, Beijing, China
| | - Yanli Zhu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Pathology, Peking University Cancer Hospital and Institute, Beijing, China
| | - Hao Yu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Head and Neck Surgery, Peking University Cancer Hospital and Institute, Beijing, China
| | - Wenbin Yu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Head and Neck Surgery, Peking University Cancer Hospital and Institute, Beijing, China
| | - Wei Wei
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Head and Neck Surgery, Peking University Cancer Hospital and Institute, Beijing, China
| | - Tianxiao Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Head and Neck Surgery, Peking University Cancer Hospital and Institute, Beijing, China
| | - Bin Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Head and Neck Surgery, Peking University Cancer Hospital and Institute, Beijing, China
| |
Collapse
|
20
|
García-Ibáñez Y, Riesco-Eizaguirre G, Santisteban P, Casar B, Crespo P. RAS Subcellular Localization Inversely Regulates Thyroid Tumor Growth and Dissemination. Cancers (Basel) 2020; 12:cancers12092588. [PMID: 32927904 PMCID: PMC7565207 DOI: 10.3390/cancers12092588] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 09/03/2020] [Accepted: 09/04/2020] [Indexed: 12/11/2022] Open
Abstract
Simple Summary RAS mutations occur frequently in thyroid tumors, but the extent to which they are associated to tumor aggressiveness is still uncertain. HRAS proteins occupy different subcellular localizations, from which they regulate distinct biochemical processes. Herein, we demonstrate that the capacity of HRAS-transformed thyroid cells to extravasate and invade distant organs is orchestrated by HRAS subcellular localization, by a mechanism dependent on VEGF-B secretion. Interestingly, aggressiveness inversely correlates with tumor size. Moreover, we have identified the acyl protein thioesterase APT-1, a regulator of HRAS sublocalization, as a determinant of thyroid tumor growth versus dissemination. As such, alterations in APT-1 expression levels can dramatically affect the behavior of thyroid tumors. In this respect, APT-1 levels could serve as a biomarker that may help in the stratification of HRAS mutant thyroid tumors based on their aggressiveness. Abstract RAS mutations are the second most common genetic alteration in thyroid tumors. However, the extent to which they are associated with the most aggressive phenotypes is still controversial. Regarding their malignancy, the majority of RAS mutant tumors are classified as undetermined, which complicates their clinical management and can lead to undesired under- or overtreatment. Using the chick embryo spontaneous metastasis model, we herein demonstrate that the aggressiveness of HRAS-transformed thyroid cells, as determined by the ability to extravasate and metastasize at distant organs, is orchestrated by HRAS subcellular localization. Remarkably, aggressiveness inversely correlates with tumor size. In this respect, we also show that RAS site-specific capacity to regulate tumor growth and dissemination is dependent on VEGF-B secretion. Furthermore, we have identified the acyl protein thioesterase APT-1 as a determinant of thyroid tumor growth versus dissemination. We show that alterations in APT-1 expression levels can dramatically affect the behavior of thyroid tumors, based on its role as a regulator of HRAS sublocalization at distinct plasma membrane microdomains. In agreement, APT-1 emerges in thyroid cancer clinical samples as a prognostic factor. As such, APT-1 levels could serve as a biomarker that could help in the stratification of HRAS mutant thyroid tumors based on their aggressiveness.
Collapse
Affiliation(s)
- Yaiza García-Ibáñez
- Instituto de Biomedicina y Biotecnología de Cantabria (IBBTEC), Consejo Superior de Investigaciones Científicas (CSIC)-Universidad de Cantabria. Santander, E-39011 Cantabria, Spain; (Y.G.-I.); (B.C.)
| | - Garcilaso Riesco-Eizaguirre
- Instituto de Investigaciones Biomédicas “Alberto Sols”, Consejo Superior de Investigaciones Científicas -Universidad Autónoma de Madrid. E-28029 Madrid, Spain; (G.R.-E.); (P.S.)
- Departamento de Endocrinología y Nutrición, Hospital Universitario de Móstoles, E-28935 Madrid, Spain
- Departamento de Endocrinología Molecular, Universidad Francisco de Vitoria, E-28223 Madrid, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Pilar Santisteban
- Instituto de Investigaciones Biomédicas “Alberto Sols”, Consejo Superior de Investigaciones Científicas -Universidad Autónoma de Madrid. E-28029 Madrid, Spain; (G.R.-E.); (P.S.)
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Berta Casar
- Instituto de Biomedicina y Biotecnología de Cantabria (IBBTEC), Consejo Superior de Investigaciones Científicas (CSIC)-Universidad de Cantabria. Santander, E-39011 Cantabria, Spain; (Y.G.-I.); (B.C.)
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Piero Crespo
- Instituto de Biomedicina y Biotecnología de Cantabria (IBBTEC), Consejo Superior de Investigaciones Científicas (CSIC)-Universidad de Cantabria. Santander, E-39011 Cantabria, Spain; (Y.G.-I.); (B.C.)
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Correspondence:
| |
Collapse
|
21
|
Luo J, Chen J, Sun Y, Xu F, Wu L, Huang P. A retrospective study of reducing unnecessary thyroid biopsy for American College of Radiology Thyroid Imaging Reporting and Data Systems 4 assessment through applying shear wave elastography. ARCHIVES OF ENDOCRINOLOGY AND METABOLISM 2020; 64:349-355. [PMID: 32725061 PMCID: PMC10522092 DOI: 10.20945/2359-3997000000267] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2019] [Accepted: 01/11/2020] [Indexed: 11/23/2022]
Abstract
Objective The purpose of the study is to quantitatively assess shear-wave elastography (SWE) value in American College of Radiology Thyroid Imaging Reporting and Data Systems (ACR TI-RADS) 4. Materials and methods One hundred and fifty-two ACR TI-RADS 4 thyroid nodules undergoing SWE were included in the study. The mean (EMean), minimum (EMin) and maximum (EMax) of SWE elasticity were measured. Results The areas under the receiver operating characteristic (ROC) curves for SWE EMean, EMin and EMax in detecting benign and malignant nodules were 0.95, 0.83 and 0.84, respectively. Cut-off value of EMean ≤ 23.30 kPa is able to downgrade the lesion category to ACR TI-RADS 3 and cut-off value of EMean ≥ 52.14 kPa is able to upgrade the lesion category to ACR TI-RADS 5. Conclusions The EMean of SWE will probably identify nodules that have a high potential for benignity in ACR TI-RADS 4. It may help identify and select benign nodules while reducing unnecessary biopsy of benign thyroid nodules.
Collapse
Affiliation(s)
- Jieli Luo
- Second Affiliated HospitalZhejiang UniversitySchool of MedicineChina Department of Ultrasound, the Second Affiliated Hospital of Zhejiang University School of Medicine , Hangzhou, China
| | - Jianshe Chen
- Second Affiliated HospitalZhejiang UniversitySchool of MedicineChina Department of Ultrasound, the Second Affiliated Hospital of Zhejiang University School of Medicine , Hangzhou, China
| | - Yang Sun
- Second Affiliated HospitalZhejiang UniversitySchool of MedicineChina Department of Ultrasound, the Second Affiliated Hospital of Zhejiang University School of Medicine , Hangzhou, China
| | - Fangting Xu
- Second Affiliated HospitalZhejiang UniversitySchool of MedicineChina Department of Ultrasound, the Second Affiliated Hospital of Zhejiang University School of Medicine , Hangzhou, China
| | - Lilu Wu
- Second Affiliated HospitalZhejiang UniversitySchool of MedicineChina Department of Ultrasound, the Second Affiliated Hospital of Zhejiang University School of Medicine , Hangzhou, China
| | - Pintong Huang
- Second Affiliated HospitalZhejiang UniversitySchool of MedicineChina Department of Ultrasound, the Second Affiliated Hospital of Zhejiang University School of Medicine , Hangzhou, China
| |
Collapse
|
22
|
Poller DN, Johnson SJ, Bongiovanni M. Measures to reduce diagnostic error and improve clinical decision making in thyroid FNA aspiration cytology: A proposed framework. Cancer Cytopathol 2020; 128:917-927. [PMID: 32543764 DOI: 10.1002/cncy.22309] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 12/12/2019] [Accepted: 01/06/2020] [Indexed: 12/13/2022]
Abstract
Thyroid fine-needle aspiration cytology (FNA) and histopathology can be subjective areas of medical diagnosis and subject to different interpretations. On the basis of the authors' personal experience, 12 recommendations with potential to improve clinical decision making, ensure quality, and reduce diagnostic error in thyroid FNAC and histopathology are presented. 1) use a standardized reporting terminology for thyroid FNAC; 2) understand and explain to service users the limitations of cytology and the standardized thyroid FNAC reporting terminology used; 3) the cytopathologist should review all relevant clinical and ultrasound findings, if feasible; 4) include the risk of malignancy in all FNAC reports if feasible; 5) collect data to calculate the local institutional risk of malignancy for FNAC if feasible; 6) accept that nondiagnostic FNAC will include small numbers of carcinomas; 7) use rapid on-site evaluation and/or educational sessions for aspirators if the nondiagnostic aspiration rate is high; 8) know the diagnostic pitfalls of both cytology and histopathology; 9) use special immunohistochemical and molecular techniques that are evidence-based; 10) make use of second opinions, either in-house or interinstitutional; 11) multidisciplinary discussion of cases before surgery or therapy is invaluable; and, finally, 12) manage patient and clinician expectations of thyroid cytology and histopathology. These 12 recommendations may assist in quality-improvement initiatives and may reduce diagnostic errors in thyroid cytology and histopathology. Thyroid multidisciplinary case discussion remains the principal, overarching method for error reduction and for providing high-quality clinical decision making.
Collapse
Affiliation(s)
- David N Poller
- Department of Pathology and Department of Cytology, Queen Alexandra Hospital, Portsmouth, PO6 3LY, United Kingdom
| | - Sarah J Johnson
- Department of Cellular Pathology, Royal Victoria Infirmary, Newcastle Upon Tyne, United Kingdom
| | | |
Collapse
|
23
|
Goldner WS, Angell TE, McAdoo SL, Babiarz J, Sadow PM, Nabhan FA, Nasr C, Kloos RT. Molecular Variants and Their Risks for Malignancy in Cytologically Indeterminate Thyroid Nodules. Thyroid 2019; 29:1594-1605. [PMID: 31469053 PMCID: PMC6864764 DOI: 10.1089/thy.2019.0278] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Background: Gene panels are routinely used to assess predisposition to hereditary cancers by simultaneously testing multiple susceptibility genes and/or variants. More recently, genetic panels have been implemented as part of solid tumor malignancy testing assessing somatic alterations. One example is targeted variant panels for thyroid nodules that are not conclusively malignant or benign upon fine-needle aspiration (FNA). We systematically reviewed published studies from 2009 to 2018 that contained genetic data from preoperative FNA specimens on cytologically indeterminate thyroid nodules (ITNs) that subsequently underwent surgical resection. Pooled prevalence estimates per gene and variant, along with their respective positive predictive values (PPVs) for malignancy, were calculated. Summary: Our systematic search identified 540 studies that were supplemented by 18 studies from bibliographies or personal files. Sixty-one studies met all inclusion criteria and included >4600 ITNs. Overall, 26% of nodules contained at least 1 variant or fusion. However, half of them did not include details on the specific gene, variant, and/or complete fusion pair reported for inclusion toward PPV calculations. The PPVs of genomic alterations reported at least 10 times were limited to BRAFV600E (98%, 95% confidence interval [CI 96-99%]), PAX8/PPARG (55% [CI 34-78%]), HRASQ61R (45% [CI 22-72%]), BRAFK601E (42% [CI 19-68%]), and NRASQ61R (38% [CI 23-55%]). Excluding BRAFV600E, the pooled PPV for all other specified variants and fusions was 47%. Multiple variants within the same nodule were identified in ∼1% of ITN and carried a cumulative PPV of 77%. Conclusions: The chance that a genomic alteration predicts malignancy depends on the individual variant or fusion detected. Only five alterations were reported at least 10 times; BRAFV600E had a PPV of 98%, while the remaining four had individual PPVs ranging from 38% to 55%. The small sample size of most variants and fusion pairs found among ITNs, however, limits confidence in their individual PPV point estimates. Better specific reporting of genomic alterations with cytological category, histological subtype, and cancer staging would facilitate better understanding of cancer prediction, and the independent contribution of the genomic profile to prognosis.
Collapse
Affiliation(s)
- Whitney S. Goldner
- Division of Diabetes, Endocrinology, and Metabolism, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, Nebraska
- Address correspondence to: Whitney S. Goldner, MD, Division of Diabetes, Endocrinology, and Metabolism, Department of Internal Medicine, University of Nebraska Medical Center, 984120 Nebraska Medical Center, Omaha, NE 68198-4120
| | - Trevor E. Angell
- Division of Endocrinology, Diabetes and Metabolism, Keck School of Medicine, University of Southern California, Los Angles, California
| | | | | | - Peter M. Sadow
- Pathology Service, Massachusetts General Hospital, Boston, Massachusetts
- Department of Pathology, Harvard Medical School, Boston, Massachusetts
- Department of Otolaryngology, Massachusetts Eye and Ear, Boston, Massachusetts
| | - Fadi A. Nabhan
- Division of Endocrinology, Diabetes, and Metabolism, The Ohio State University Wexner Medical Center and Arthur G. James Cancer Center, Columbus, Ohio
| | - Christian Nasr
- Endocrinology and Metabolism Institute, Cleveland Clinic Foundation, Cleveland, Ohio
| | | |
Collapse
|
24
|
Barros-Filho MC, Dos Reis MB, Beltrami CM, de Mello JBH, Marchi FA, Kuasne H, Drigo SA, de Andrade VP, Saieg MA, Pinto CAL, Kowalski LP, Rogatto SR. DNA Methylation-Based Method to Differentiate Malignant from Benign Thyroid Lesions. Thyroid 2019; 29:1244-1254. [PMID: 31328658 DOI: 10.1089/thy.2018.0458] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Background: The differential diagnosis of thyroid nodules using fine-needle aspiration biopsy (FNAB) is challenging due to the inherent limitation of the cytology tests. The use of molecular markers has potential to complement the FNAB-based diagnosis and avoid unnecessary surgeries. In this study, we aimed to identify DNA methylation biomarkers and to develop a diagnostic tool useful for thyroid lesions. Methods: Genome-wide DNA methylation profiles (Illumina 450K) of papillary thyroid carcinoma (PTC = 60) and follicular thyroid carcinoma (FTC = 10) were compared with non-neoplastic thyroid tissue samples (NT = 50) and benign thyroid lesions (BTL = 17). The results were confirmed in publicly available databases from the Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA) using the same DNA methylation platform. Two classifiers were trained to discriminate FTC and PTC from BTL. To increase the applicability of the method, six differentially methylated CpGs were selected and evaluated in 161 thyroid tumors and 69 BTL postsurgical specimens and 55 prospectively collected FNAB using bisulfite-pyrosequencing. Results: DNA methylation analysis revealed 2130 and 19 differentially methylated CpGs in PTC and FTC, respectively. The CpGs confirmed by GEO and TCGA databases showing high areas under the receiver operating characteristic curve in all sample sets were used to train our diagnostic classifier. The model based on six CpGs was able to differentiate benign from malignant thyroid lesions with 94.3% sensitivity and 82.4% specificity. A similar performance was found applying the algorithm to TCGA and GEO external data sets (91.3-97.4% sensitivity and 87.5% specificity). We successfully evaluated the classifiers using a bisulfite-pyrosequencing technique, achieving 90.7% sensitivity and 75.4% specificity in surgical specimens (five of six CpGs). The study comprising FNAB cytology materials corroborated the applicability and performance of the methodology, demonstrating 86.7% sensitivity and 89.5% specificity in confirmed malignant tumors, and 100% sensitivity and 89% specificity in cases with indeterminate cytology. Conclusions: A novel diagnostic tool with potential application in preoperative screening of thyroid nodules is reported here. The proposed protocol has the potential to avoid unnecessary thyroidectomies.
Collapse
Affiliation(s)
| | - Mariana Bisarro Dos Reis
- International Research Center - CIPE-A.C.Camargo Cancer Center, São Paulo, Brazil
- Faculty of Medicine, University of Sao Paulo State-UNESP, Botucatu, Brazil
| | | | | | | | - Hellen Kuasne
- International Research Center - CIPE-A.C.Camargo Cancer Center, São Paulo, Brazil
| | | | | | - Mauro Ajaj Saieg
- Department of Pathology, A.C.Camargo Cancer Center, São Paulo, Brazil
| | | | - Luiz Paulo Kowalski
- Department of Head and Neck Surgery and Otorhinolaryngology, A.C.Camargo Cancer Center, São Paulo, Brazil
| | - Silvia Regina Rogatto
- Department of Clinical Genetics, Vejle Hospital, Institute of Regional Health Research, University of Southern Denmark, Vejle, Denmark
| |
Collapse
|
25
|
Sistrunk JW, Shifrin A, Frager M, Bardales RH, Thomas J, Fishman N, Goldberg P, Guttler R, Grant E. Clinical impact of testing for mutations and microRNAs in thyroid nodules. Diagn Cytopathol 2019; 47:758-764. [PMID: 31013001 PMCID: PMC6766884 DOI: 10.1002/dc.24190] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Accepted: 04/02/2019] [Indexed: 11/29/2022]
Abstract
Background We report results of a multicenter clinical experience study examining the likelihood of patients with indeterminate thyroid nodules to undergo surgery or have malignant outcome based on multiplatform combination mutation and microRNA testing (MPT). Methods MPT assessed mutations in BRAF, HRAS, KRAS, NRAS, and PIK3CA genes, PAX8/PPARγ, RET/PTC1, and RET/PTC3 gene rearrangements, and the expression of 10 microRNAs. Baseline clinical information at the time of MPT and clinical follow‐up records were reviewed for 337 patients, of which 80% had negative MPT results. Kaplan Meier analysis for cumulative probability of survival without having a surgical procedure or malignant diagnosis over the course of patient follow‐up was determined for MPT results of 180 patients, among which only 14% had malignancy. Results A negative MPT result in nodules with Bethesda III or IV cytology (2009) conferred a high probability of non‐surgical treatment, with only 11% expected to undergo surgery and a high probability of survival without malignancy (92%) for up to 2 years follow up. A positive MPT result conferred a 57% probability of malignancy and was an independent risk factor for undergoing surgical treatment (Hazard Ratio [HR] 9.2, 95% confidence intervals 5.4‐15.9, P < .0001) and for malignancy (HR 13.4, 95% confidence intervals 4.8‐37.2, P < .0001). For nodules with weak driver mutations, positive microRNA test results supported high risk of cancer while negative results downgraded cancer risk. Conclusion MPT results are predictive of real‐world decisions to surgically treat indeterminate thyroid nodules, with those decisions being appropriately aligned with a patient's risk of malignancy over time.
Collapse
Affiliation(s)
| | - Alexander Shifrin
- Department of Surgery, Jersey Shore University Medical Center, Neptune, New Jersey
| | - Marc Frager
- East Coast Medical Associates, Boca Raton, Florida
| | - Ricardo H Bardales
- Precision Pathology/Outpatient Pathology Associates, Sacramento, California
| | | | - Norman Fishman
- Diabetes & Endocrinology Specialists, Chesterfield, Missouri
| | | | | | - Edward Grant
- Department of Radiology, University of Southern California, Keck School of Medicine, Los Angeles, California
| |
Collapse
|
26
|
Kakudo K, Bychkov A, Bai Y, Li Y, Liu Z, Jung CK. The new 4th edition World Health Organization classification for thyroid tumors, Asian perspectives. Pathol Int 2018; 68:641-664. [PMID: 30537125 DOI: 10.1111/pin.12737] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Kennichi Kakudo
- Faculty of Medicine, Department of Pathology and Laboratory Medicine, Nara Hospital, Kindai University, Ikoma-city, Japan
| | - Andrey Bychkov
- Department of Pathology, Kameda Medical Center, Kawagoe, Chiba, Japan.,Department of Pathology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Yanhua Bai
- Key Laboratory of Carcinogenesis and Translational Research, (Ministry of Education), Department of Pathology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Yaqiong Li
- Department of Pathology, Shandong Provincial Hospital Affiliated to Shandong University, Shandong, China
| | - Zhiyan Liu
- Department of Pathology, School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Shandong, China
| | - Chan Kwon Jung
- Department of Hospital Pathology, College of Medicine, The Catholic University of Korea, Seoul, Korea
| |
Collapse
|