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Published in: Discover Oncology 4/2016

01-08-2016 | Original Paper

The Effect of Implementing Gene Expression Classifier on Outcomes of Thyroid Nodules with Indeterminate Cytology

Authors: Jithma Prasad Abeykoon, Luke Mueller, Frank Dong, Ashish V. Chintakuntlawar, Jonas Paludo, Rami Mortada

Published in: Discover Oncology | Issue 4/2016

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Abstract

Thyroid nodules are classified into six cytological categories under the Bethesda classification system. Two of these categories, atypical of undetermined significance (AUS) and suspicious for a follicular neoplasm (SFN), are further labeled as “indeterminate” diagnosis. Starting in June, 2012, Kansas University-Wichita Endocrine clinic implemented Afirma® Gene Expression Classifier (AGEC) to evaluate the need for surgical resection of thyroid nodules in patients with an indeterminate diagnosis. Electronic medical records of patients who underwent thyroid nodule fine-needle aspiration from 2004–2014 were reviewed. The aim of this study was to find whether implementing AGEC was associated with decreased surgical recommendation rate, decreased cost, and increased incidence of thyroid malignancy diagnosed by surgery in patients with indeterminate diagnosis. A total of 299 consecutive patients’ charts were screened. Sixty-one (20 %) patients had an indeterminate diagnosis. Out of these, 27 (44 %) patients underwent evaluation before and 34 (56 %) patients underwent evaluation after AGEC implementation, respectively. Surgical recommendation for patients with indeterminate finding decreased from 81.5 to 50 % (p = 0.01) after AGEC implementation. Surgical pathology was read as malignant in 20 and 85.7 % (p < 0.01) of patients before and after AGEC implementation, respectively. Primary cost-benefit estimate showed implementing AGEC has saved $1048/patient in medical evaluation and initial management of patients with indeterminate diagnosis. AGEC implementation has decreased the number of surgical recommendations, has lowered financial burden, and has increased incidence of thyroid malignancy diagnosed by surgical pathology in patients with indeterminate diagnosis of thyroid nodules.
Literature
1.
go back to reference Dean DS, Gharib H (2008) Epidemiology of thyroid nodules. Best Pract Res Clin Endocrinol Metab 22(6):901–911CrossRefPubMed Dean DS, Gharib H (2008) Epidemiology of thyroid nodules. Best Pract Res Clin Endocrinol Metab 22(6):901–911CrossRefPubMed
2.
go back to reference Cibas ES, Ali SZ (2009) The Bethesda system for reporting thyroid cytopathology. Thyroid 19(11):1159–1165CrossRefPubMed Cibas ES, Ali SZ (2009) The Bethesda system for reporting thyroid cytopathology. Thyroid 19(11):1159–1165CrossRefPubMed
3.
go back to reference Rabaglia JL et al (2010) Effect of the Bethesda system for reporting thyroid cytopathology on thyroidectomy rates and malignancy risk in cytologically indeterminate lesions. Surgery 148(6):1267–1272, discussion 1272–3CrossRefPubMed Rabaglia JL et al (2010) Effect of the Bethesda system for reporting thyroid cytopathology on thyroidectomy rates and malignancy risk in cytologically indeterminate lesions. Surgery 148(6):1267–1272, discussion 1272–3CrossRefPubMed
4.
go back to reference MD, R.B.L., (2010) Economic impact of a novel molecular diagnostic test in evaluation of thyroid nodules with indeterminate FNA cytology results. The Endocrine Society’s 92nd Meeting & Expo. MD, R.B.L., (2010) Economic impact of a novel molecular diagnostic test in evaluation of thyroid nodules with indeterminate FNA cytology results. The Endocrine Society’s 92nd Meeting & Expo.
5.
go back to reference Ho AS et al (2014) Malignancy rate in thyroid nodules classified as Bethesda category III (AUS/FLUS). Thyroid 24(5):832–839CrossRefPubMed Ho AS et al (2014) Malignancy rate in thyroid nodules classified as Bethesda category III (AUS/FLUS). Thyroid 24(5):832–839CrossRefPubMed
6.
go back to reference Cooper DS et al (2009) Revised American Thyroid Association management guidelines for patients with thyroid nodules and differentiated thyroid cancer. Thyroid 19(11):1167–1214CrossRefPubMed Cooper DS et al (2009) Revised American Thyroid Association management guidelines for patients with thyroid nodules and differentiated thyroid cancer. Thyroid 19(11):1167–1214CrossRefPubMed
8.
go back to reference Baloch ZW et al (2002) Diagnosis of “follicular neoplasm”: a gray zone in thyroid fine-needle aspiration cytology. Diagn Cytopathol 26(1):41–44CrossRefPubMed Baloch ZW et al (2002) Diagnosis of “follicular neoplasm”: a gray zone in thyroid fine-needle aspiration cytology. Diagn Cytopathol 26(1):41–44CrossRefPubMed
9.
go back to reference Goldstein RE et al (2002) Implications of follicular neoplasms, atypia, and lesions suspicious for malignancy diagnosed by fine-needle aspiration of thyroid nodules. Ann Surg 235(5):656–662, discussion 662–4CrossRefPubMedPubMedCentral Goldstein RE et al (2002) Implications of follicular neoplasms, atypia, and lesions suspicious for malignancy diagnosed by fine-needle aspiration of thyroid nodules. Ann Surg 235(5):656–662, discussion 662–4CrossRefPubMedPubMedCentral
10.
go back to reference Aschebrook-Kilfoy B et al (2015) Risk factors for decreased quality of life in thyroid cancer survivors: initial findings from the North American thyroid cancer survivorship study. Thyroid 25(12):1313–1321CrossRefPubMed Aschebrook-Kilfoy B et al (2015) Risk factors for decreased quality of life in thyroid cancer survivors: initial findings from the North American thyroid cancer survivorship study. Thyroid 25(12):1313–1321CrossRefPubMed
11.
go back to reference Yang SE et al (2015) Has Afirma gene expression classifier testing refined the indeterminate thyroid category in cytology? Cancer Cytopathol Yang SE et al (2015) Has Afirma gene expression classifier testing refined the indeterminate thyroid category in cytology? Cancer Cytopathol
12.
go back to reference Alexander EK et al (2012) Preoperative diagnosis of benign thyroid nodules with indeterminate cytology. N Engl J Med 367(8):705–715CrossRefPubMed Alexander EK et al (2012) Preoperative diagnosis of benign thyroid nodules with indeterminate cytology. N Engl J Med 367(8):705–715CrossRefPubMed
13.
go back to reference Li H et al (2011) Cost-effectiveness of a novel molecular test for cytologically indeterminate thyroid nodules. J Clin Endocrinol Metab 96(11):E1719–E1726CrossRefPubMed Li H et al (2011) Cost-effectiveness of a novel molecular test for cytologically indeterminate thyroid nodules. J Clin Endocrinol Metab 96(11):E1719–E1726CrossRefPubMed
14.
go back to reference Tuggle CT et al (2010) Rehospitalization among elderly patients with thyroid cancer after thyroidectomy are prevalent and costly. Ann Surg Oncol 17(11):2816–2823CrossRefPubMed Tuggle CT et al (2010) Rehospitalization among elderly patients with thyroid cancer after thyroidectomy are prevalent and costly. Ann Surg Oncol 17(11):2816–2823CrossRefPubMed
15.
go back to reference Duick DS et al (2012) The impact of benign gene expression classifier test results on the endocrinologist-patient decision to operate on patients with thyroid nodules with indeterminate fine-needle aspiration cytopathology. Thyroid 22(10):996–1001CrossRefPubMedPubMedCentral Duick DS et al (2012) The impact of benign gene expression classifier test results on the endocrinologist-patient decision to operate on patients with thyroid nodules with indeterminate fine-needle aspiration cytopathology. Thyroid 22(10):996–1001CrossRefPubMedPubMedCentral
16.
go back to reference Faquin WC (2013) Can a gene-expression classifier with high negative predictive value solve the indeterminate thyroid fine-needle aspiration dilemma? Cancer Cytopathol 121(3):116–119CrossRefPubMed Faquin WC (2013) Can a gene-expression classifier with high negative predictive value solve the indeterminate thyroid fine-needle aspiration dilemma? Cancer Cytopathol 121(3):116–119CrossRefPubMed
17.
go back to reference Alexander EK et al (2014) Multicenter clinical experience with the Afirma gene expression classifier. J Clin Endocrinol Metab 99(1):119–125CrossRefPubMed Alexander EK et al (2014) Multicenter clinical experience with the Afirma gene expression classifier. J Clin Endocrinol Metab 99(1):119–125CrossRefPubMed
Metadata
Title
The Effect of Implementing Gene Expression Classifier on Outcomes of Thyroid Nodules with Indeterminate Cytology
Authors
Jithma Prasad Abeykoon
Luke Mueller
Frank Dong
Ashish V. Chintakuntlawar
Jonas Paludo
Rami Mortada
Publication date
01-08-2016
Publisher
Springer US
Published in
Discover Oncology / Issue 4/2016
Print ISSN: 1868-8497
Electronic ISSN: 2730-6011
DOI
https://doi.org/10.1007/s12672-016-0263-4

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