Student or educator? Sign up with your school email and get 6 months of Pro free.
Cited by 486

The DOI matches its Crossref record; 40 of the 40 references it cites were found in a registry or an index.

Performance of a Multigene Genomic Classifier in Thyroid Nodules With Indeterminate Cytology: A Prospective Blinded Multicenter Study

Open access
Steward, David L., Carty, Sally E., Sippel, Rebecca S., Yang, Samantha Peiling, Sosa, Julie A., Sipos, Jennifer A., Figge, James J., Mandel, Susan, Haugen, Bryan R., Burman, Kenneth D., Baloch, Zubair W., Lloyd, Ricardo V., Seethala, Raja R., Gooding, William E., Chiosea, Simion I., Gomes-Lima, Cristiane, Ferris, Robert L., Folek, Jessica M., Khawaja, Raheela A., Kundra, Priya, Loh, Kwok Seng, Marshall, Carrie B., Mayson, Sarah, McCoy, Kelly L., Nga, Min En, Ngiam, Kee Yuan, Nikiforova, Marina N., Poehls, Jennifer L., Ringel, Matthew D., Yang, Huaitao, Yip, Linwah, Nikiforov, Yuri E.·2019·JAMA Oncology

Abstract

Importance: Approximately 20% of fine-needle aspirations (FNA) of thyroid nodules have indeterminate cytology, most frequently Bethesda category III or IV. Diagnostic surgeries can be avoided for these patients if the nodules are reliably diagnosed as benign without surgery. Objective: To determine the diagnostic accuracy of a multigene classifier (GC) test (ThyroSeq v3) for cytologically indeterminate thyroid nodules. Design, Setting, and Participants: Prospective, blinded cohort study conducted at 10 medical centers, with 782 patients with 1013 nodules enrolled. Eligibility criteria were met in 256 patients with 286 nodules; central pathology review was performed on 274 nodules. Interventions: A total of 286 FNA samples from thyroid nodules underwent molecular analysis using the multigene GC (ThyroSeq v3). Main Outcomes and Measures: The primary outcome was diagnostic accuracy of the test for thyroid nodules with Bethesda III and IV cytology. The secondary outcome was prediction of cancer by specific genetic alterations in Bethesda III to V nodules. Results: Of the 286 cytologically indeterminate nodules, 206 (72%) were benign, 69 (24%) malignant, and 11 (4%) noninvasive follicular thyroid neoplasms with papillary-like nuclei (NIFTP). A total of 257 (90%) nodules (154 Bethesda III, 93 Bethesda IV, and 10 Bethesda V) had informative GC analysis, with 61% classified as negative and 39% as positive. In Bethesda III and IV nodules combined, the test demonstrated a 94% (95% CI, 86%-98%) sensitivity and 82% (95% CI, 75%-87%) specificity. With a cancer/NIFTP prevalence of 28%, the negative predictive value (NPV) was 97% (95% CI, 93%-99%) and the positive predictive value (PPV) was 66% (95% CI, 56%-75%). The observed 3% false-negative rate was similar to that of benign cytology, and the missed cancers were all low-risk tumors. Among nodules testing positive, specific groups of genetic alterations had cancer probabilities varying from 59% to 100%. Conclusions and Relevance: In this prospective, blinded, multicenter study, the multigene GC test demonstrated a high sensitivity/NPV and reasonably high specificity/PPV, which may obviate diagnostic surgery in up to 61% of patients with Bethesda III to IV indeterminate nodules, and up to 82% of all benign nodules with indeterminate cytology. Information on specific genetic alterations obtained from FNA may help inform individualized treatment of patients with a positive test result.

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1001/jamaoncol.2018.4616

Cites

40 of 40 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

Show all 40 references

Cited by

See all 486

Metadata

Authors
Steward, D. L., Carty, S. E., Sippel, R. S., Yang, S. P., Sosa, J. A., Sipos, J. A., Figge, J. J., Mandel, S., Haugen, B. R., Burman, K. D., Baloch, Z. W., Lloyd, R. V., Seethala, R. R., Gooding, W. E., Chiosea, S. I., Gomes-Lima, C., Ferris, R. L., Folek, J. M., Khawaja, R. A., Kundra, P., Loh, K. S., Marshall, C. B., Mayson, S., McCoy, K. L., Nga, M. E., Ngiam, K. Y., Nikiforova, M. N., Poehls, J. L., Ringel, M. D., Yang, H., Yip, L., & Nikiforov, Y. E.
Venue
JAMA Oncology
Published
2019-02-01
Volume
5
Issue
2
Pages
204
ISSN
2374-2437 (ISSN-L)
OpenAlex
W2900078105
Cited by
486
References
40
FWCI
29.68
Type
journal article
Language
en
Open access
hybrid

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

How to cite

Cite CoChat for the checks on this page, and the paper for its own findings.

This page
CoChat. (2026). Citation check: Performance of a Multigene Genomic Classifier in Thyroid Nodules With Indeterminate Cytology: A Prospective Blinded Multicenter Study. https://app.cochat.ai/papers/10.1001/jamaoncol.2018.4616
The paper
Steward, D. L., Carty, S. E., Sippel, R. S., Yang, S. P., Sosa, J. A., Sipos, J. A., Figge, J. J., Mandel, S., Haugen, B. R., Burman, K. D., Baloch, Z. W., Lloyd, R. V., Seethala, R. R., Gooding, W. E., Chiosea, S. I., Gomes-Lima, C., Ferris, R. L., Folek, J. M., Khawaja, R. A., . . . Nikiforov, Y. E. (2019). Performance of a Multigene Genomic Classifier in Thyroid Nodules With Indeterminate Cytology: A Prospective Blinded Multicenter Study. JAMA Oncology. https://doi.org/10.1001/jamaoncol.2018.4616

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.