Literature DB >> 27102883

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

Jithma Prasad Abeykoon1, Luke Mueller2, Frank Dong3, Ashish V Chintakuntlawar4, Jonas Paludo4, Rami Mortada5.   

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.

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Year:  2016        PMID: 27102883     DOI: 10.1007/s12672-016-0263-4

Source DB:  PubMed          Journal:  Horm Cancer        ISSN: 1868-8497            Impact factor:   3.869


  15 in total

1.  Revised American Thyroid Association management guidelines for patients with thyroid nodules and differentiated thyroid cancer.

Authors:  David S Cooper; Gerard M Doherty; Bryan R Haugen; Bryan R Hauger; Richard T Kloos; Stephanie L Lee; Susan J Mandel; Ernest L Mazzaferri; Bryan McIver; Furio Pacini; Martin Schlumberger; Steven I Sherman; David L Steward; R Michael Tuttle
Journal:  Thyroid       Date:  2009-11       Impact factor: 6.568

2.  The Bethesda System for Reporting Thyroid Cytopathology.

Authors:  Edmund S Cibas; Syed Z Ali
Journal:  Thyroid       Date:  2009-11       Impact factor: 6.568

3.  Can a gene-expression classifier with high negative predictive value solve the indeterminate thyroid fine-needle aspiration dilemma?

Authors:  William C Faquin
Journal:  Cancer Cytopathol       Date:  2013-01-30       Impact factor: 5.284

4.  Preoperative diagnosis of benign thyroid nodules with indeterminate cytology.

Authors:  Erik K Alexander; Giulia C Kennedy; Zubair W Baloch; Edmund S Cibas; Darya Chudova; James Diggans; Lyssa Friedman; Richard T Kloos; Virginia A LiVolsi; Susan J Mandel; Stephen S Raab; Juan Rosai; David L Steward; P Sean Walsh; Jonathan I Wilde; Martha A Zeiger; Richard B Lanman; Bryan R Haugen
Journal:  N Engl J Med       Date:  2012-06-25       Impact factor: 91.245

5.  Risk Factors for Decreased Quality of Life in Thyroid Cancer Survivors: Initial Findings from the North American Thyroid Cancer Survivorship Study.

Authors:  Briseis Aschebrook-Kilfoy; Benjamin James; Sapna Nagar; Sharone Kaplan; Vanessa Seng; Habibul Ahsan; Peter Angelos; Edwin L Kaplan; Marlon A Guerrero; Jennifer H Kuo; James A Lee; Elliot J Mitmaker; Jacob Moalem; Daniel T Ruan; Wen T Shen; Raymon H Grogan
Journal:  Thyroid       Date:  2015-12-01       Impact factor: 6.568

6.  Diagnosis of "follicular neoplasm": a gray zone in thyroid fine-needle aspiration cytology.

Authors:  Zubair W Baloch; Seth Fleisher; Virginia A LiVolsi; Prabodh K Gupta
Journal:  Diagn Cytopathol       Date:  2002-01       Impact factor: 1.582

7.  Multicenter clinical experience with the Afirma gene expression classifier.

Authors:  Erik K Alexander; Melanie Schorr; Joshua Klopper; Caroline Kim; Jennifer Sipos; Fadi Nabhan; Charles Parker; David L Steward; Susan J Mandel; Bryan R Haugen
Journal:  J Clin Endocrinol Metab       Date:  2013-12-20       Impact factor: 5.958

8.  Effect of the Bethesda system for reporting thyroid cytopathology on thyroidectomy rates and malignancy risk in cytologically indeterminate lesions.

Authors:  Jennifer L Rabaglia; Wareef Kabbani; Lucy Wallace; Shelby Holt; Lori Watumull; Jeffrey Pruitt; William H Snyder; Fiemu E Nwariaku
Journal:  Surgery       Date:  2010-12       Impact factor: 3.982

9.  Rehospitalization among elderly patients with thyroid cancer after thyroidectomy are prevalent and costly.

Authors:  Charles T Tuggle; Lesley S Park; Sanziana Roman; Robert Udelsman; Julie Ann Sosa
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10.  Malignancy rate in thyroid nodules classified as Bethesda category III (AUS/FLUS).

Authors:  Allen S Ho; Evan E Sarti; Kunal S Jain; Hangjun Wang; Iain J Nixon; Ashok R Shaha; Jatin P Shah; Dennis H Kraus; Ronald Ghossein; Stephanie A Fish; Richard J Wong; Oscar Lin; Luc G T Morris
Journal:  Thyroid       Date:  2014-03-10       Impact factor: 6.568

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  8 in total

Review 1.  Impact of Molecular Testing on the Management of Indeterminate Thyroid Nodules Among Western and Asian Countries: a Systematic Review and Meta-analysis.

Authors:  Hanh Thi Tuyet Ngo; Truong Phan Xuan Nguyen; Trang Huyen Vu; Chan Kwon Jung; Lewis Hassell; Kennichi Kakudo; Huy Gia Vuong
Journal:  Endocr Pathol       Date:  2020-08-07       Impact factor: 3.943

2.  Repeat Fine Needle Aspiration Cytology Refines the Selection of Thyroid Nodules for Afirma Gene Expression Classifier Testing.

Authors:  Michiya Nishino; Roselyn Mateo; Holly Kilim; Anna Feldman; Amanda Elliott; Changyu Shen; Per-Olof Hasselgren; Helen Wang; Pamela Hartzband; James V Hennessey
Journal:  Thyroid       Date:  2021-06-22       Impact factor: 6.506

3.  Extending expressed RNA genomics from surgical decision making for cytologically indeterminate thyroid nodules to targeting therapies for metastatic thyroid cancer.

Authors:  Syed Z Ali; Allan Siperstein; Peter M Sadow; Allan C Golding; Giulia C Kennedy; Richard T Kloos; Paul W Ladenson
Journal:  Cancer Cytopathol       Date:  2019-04-24       Impact factor: 4.264

Review 4.  The Diagnostic Performance of Afirma Gene Expression Classifier for the Indeterminate Thyroid Nodules: A Meta-Analysis.

Authors:  Ying Liu; Bihui Pan; Li Xu; Da Fang; Xianghua Ma; Hui Lu
Journal:  Biomed Res Int       Date:  2019-08-20       Impact factor: 3.411

Review 5.  Economic evaluations of big data analytics for clinical decision-making: a scoping review.

Authors:  Lytske Bakker; Jos Aarts; Carin Uyl-de Groot; William Redekop
Journal:  J Am Med Inform Assoc       Date:  2020-07-01       Impact factor: 4.497

6.  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.

Authors:  Cristina Alina Silaghi; Vera Lozovanu; Carmen Emanuela Georgescu; Raluca Diana Georgescu; Sergiu Susman; Bogdana Adriana Năsui; Anca Dobrean; Horatiu Silaghi
Journal:  Front Endocrinol (Lausanne)       Date:  2021-05-13       Impact factor: 5.555

Review 7.  Preoperative Molecular Markers in Thyroid Nodules.

Authors:  Zeyad T Sahli; Philip W Smith; Christopher B Umbricht; Martha A Zeiger
Journal:  Front Endocrinol (Lausanne)       Date:  2018-04-18       Impact factor: 5.555

8.  Risk of malignancy in thyroid nodules: predictive value of puncture feeling of grittiness in the process of fine-needle aspiration.

Authors:  Jieli Luo; Chao Zhang; Fengbo Huang; Jianshe Chen; Yang Sun; Kailun Xu; Pintong Huang
Journal:  Sci Rep       Date:  2017-10-12       Impact factor: 4.379

  8 in total

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