Do Ultrasound Patterns and Clinical Parameters Inform the Probability of Thyroid Cancer Predicted by Molecular Testing in Nodules with Indeterminate Cytology?

被引:24
作者
Figge, James J. [1 ]
Gooding, William E. [2 ]
Steward, David L. [3 ]
Yip, Linwah [4 ]
Sippel, Rebecca S. [5 ]
Yang, Samantha Peiling [6 ,7 ]
Scheri, Randall P. [8 ]
Sipos, Jennifer A. [9 ]
Mandel, Susan J. [10 ]
Mayson, Sarah E. [11 ]
Burman, Kenneth D. [12 ]
Folek, Jessica M. [13 ]
Haugen, Bryan R. [11 ]
Sosa, Julie A. [14 ]
Parameswaran, Rajeev [15 ,16 ]
Tan, Wee Boon [15 ,16 ]
Nikiforov, Yuri E. [17 ]
Carty, Sally E. [4 ]
机构
[1] Trinity Hlth, Diabet & Endocrine Care, St Peters Hlth Partners, Rensselaer, NY 12144 USA
[2] UPMC Hillman Canc Ctr, Biostat Facil, Pittsburgh, PA USA
[3] Univ Cincinnati, Med Ctr, Dept Otolaryngol Head & Neck Surg, Cincinnati, OH 45267 USA
[4] Univ Pittsburgh, Div Endocrine Surg, 101 Kauffmann,3471 Fifth Ave, Pittsburgh, PA 15213 USA
[5] Univ Wisconsin, Div Endocrine Surg, Madison, WI USA
[6] Natl Univ Singapore Hosp, Dept Med, Endocrinol Div, Singapore, Singapore
[7] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Med, Endocrinol Div, Singapore, Singapore
[8] Duke Univ, Dept Surg, Sect Endocrine Surg, Durham, NC USA
[9] Ohio State Univ, Sch Med, Div Endocrinol Diabet & Metab, Columbus, OH 43210 USA
[10] Univ Penn, Div Endocrinol Diabet & Metab, Perelman Sch Med, Philadelphia, PA 19104 USA
[11] Univ Colorado, Div Endocrinol Metab & Diabet, Sch Med, Aurora, CO USA
[12] MedStar Washington Hosp Ctr, Dept Med, Endocrinol Sect, Washington, DC USA
[13] PeaceHlth Med Grp, Springfield, OR USA
[14] Univ Calif San Francisco, Dept Surg, San Francisco, CA USA
[15] Natl Univ Singapore Hosp, Dept Surg, Div Endocrine Surg, Singapore, Singapore
[16] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Surg, Div Endocrine Surg, Singapore, Singapore
[17] Univ Pittsburgh, Dept Pathol, Pittsburgh, PA 15213 USA
关键词
indeterminate cytology; logistic regression models; molecular testing; thyroid cancer; thyroid nodules; thyroid ultrasound; BETHESDA SYSTEM; DIAGNOSIS; MANAGEMENT; LESIONS;
D O I
10.1089/thy.2021.0119
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Molecular testing (MT) is commonly used to refine cancer probability in thyroid nodules with indeterminate cytology. Whether or not ultrasound (US) patterns and clinical parameters can further inform the risk of thyroid cancer in nodules predicted to be positive or negative by MT remains unknown. The aim of this study was to test if clinical parameters, including patient age, sex, nodule size (by US), Bethesda category (III, IV, V), US pattern (American Thyroid Association [ATA] vs. American College of Radiology Thyroid Image Reporting and Data System [TI-RADS] systems), radiation exposure, or family history of thyroid cancer can modify the probability of thyroid cancer or noninvasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP) predicted by MT. Methods: We studied 257 thyroid nodules in 232 patients from 10 study centers with indeterminate fine needle aspiration cytology and informative MT results using the ThyroSeq v3 genomic classifier (TSv3). Univariate and multivariate logistic regression was used for data analysis. Results: The presence of cancer/NIFTP was associated with positive TSv3 results (odds ratio 61.39, p < 0.0001). On univariate regression, patient sex, age, and Bethesda category were associated with cancer/NIFTP probability (p < 0.05 for each). Although ATA (p = 0.1211) and TI-RADS (p = 0.1359) US categories demonstrated positive trends, neither was significantly associated with cancer/NIFTP probability. A multivariate regression model incorporating the four most informative non-MT covariates (sex, age, Bethesda category, and ATA US pattern; Model No. 1) yielded a C index of 0.653; R-2 = 0.108. When TSv3 was added to Model number 1, the C index increased to 0.888; R-2 = 0.572. However, age (p = 0.341), Bethesda category (p = 0.272), and ATA US pattern (p = 0.264) were nonsignificant, and other than TSv3 (p < 0.0001), male sex was the only non-MT parameter that potentially contributed to cancer/NIFTP risk (p = 0.095). The simplest and most efficient clinical model (No. 3) incorporated TSv3 and sex (C index = 0.889; R-2 = 0.588). Conclusions: In this multicenter study of thyroid nodules with indeterminate cytology and MT, neither the ATA nor TI-RADS US scoring systems further informed the risk of cancer/NIFTP beyond that predicted by TSv3. Although age and Bethesda category were associated with cancer/NIFTP probability on univariate analysis, in sequential nomograms they provided limited incremental value above the high predictive ability of TSv3. Patient sex may contribute to cancer/NIFTP risk in thyroid nodules with indeterminate cytology.
引用
收藏
页码:1673 / 1682
页数:10
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