Related Experiment Video
Updated: Mar 7, 2026

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
How "suspicious" is that nodule? Review of "suspicious" Afirma gene expression classifier in high risk thyroid
Sudarshana Roychoudhury1, Melissa Klein1, Fabiola Souza2
1Department of Pathology, Northwell Health, Lake Success, New York.
Background:
The Afirma gene expression classifier (GEC) is being increasingly utilized to confirm the benign nature of indeterminate FNA cytology results thus avoiding unnecessary surgical procedures. However the "suspicious" result of the Afirma GEC does not classify these indeterminate nodules further in determining appropriate management. This study investigated the outcome of the thyroid nodules deemed to be "suspicious" by the Afirma GEC in a high risk population.
Methods:
The pathology database was searched for all thyroid nodules with Afirma test results over a three year period, 2013-2015. All thyroid nodules with a "suspicious" Afirma GEC result were investigated. Patient medical records were retrospectively reviewed for clinical history, FNA results, radiologic findings, management and follow-up.
Results:
Afirma result was suspicious in 69 cases. On cytologic evaluation 3.0% of the cases were non diagnostic (ND), 9% benign, 62% AUS, and 26% suspicious for neoplasm (SN). There was no follow up in 13% of cases and 87% were resected (50% lobectomies and 50% total thyroidectomies). On surgical resection 82% were benign, with 45% follicular adenoma (FA), and 37% nodular goiter (NG). The remaining 18% were malignant.
Conclusion:
The rate of malignancy in nodules suspicious by Afirma was 18.3% (11/60). The rate of malignancy in nodules suspicious for neoplasm (SN) on cytology interpretation was 31.2% (5/16). False positive rate of Afirma was 56% (32/57). We conclude that cytology interpretation has a higher rate of predicting malignancy, in nodules interpreted as SN, when compared with the Afirma test, by almost twofold Diagn. Cytopathol. 2017;45:308-311. © 2016 Wiley Periodicals, Inc.
More Related Videos
05:41Author Spotlight: Integrating Ultrasound Imaging with Biochemical Markers for Thyroid Disease Diagnosis
Published on: February 9, 2024
06:08Establishment and Characterization of Patient-Derived Xenograft Models of Anaplastic Thyroid Carcinoma and Head and Neck Squamous Cell Carcinoma
Published on: June 2, 2023
Related Concept Videos
Synthesis and Regulation of Thyroid Hormones
Upon reaching the thyroid gland, TSH stimulates the follicular cells' active uptake of iodide ions from the blood. The ions diffuse to the apical surface of the cells and are oxidized to iodine. The...
Pharmacogenetics of Drug Targets: β₂-Adrenergic Receptors, Apo E, Thymidylate Synthase