ArticleJAMA oncology2019
Performance of a Multigene Genomic Classifier in Thyroid Nodules With Indeterminate Cytology: A Prospective Blinded Multicenter Study.
Article in JAMA oncology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 216 papers, 9 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
216 citing papers in PubMed, 9 syntheses or guidelines pooled it.
- Integration of AI-driven ultrasound and molecular testing to improve diagnosis of indeterminate thyroid nodules.Frontiers in endocrinology · 2026Pooled it
- Comparing the diagnostic accuracy of Afirma GSC to ThyroSeq V3 in cytologically indeterminate thyroid nodules.European thyroid journal · 2025Pooled it
- Mapping the giants: a bibliometric analysis of the top 100 most-cited thyroid nodules studies.Frontiers in medicine · 2025Pooled it
- Beyond genomics: artificial intelligence-powered diagnostics for indeterminate thyroid nodules-a systematic review and meta-analysis.Frontiers in endocrinology · 2025Pooled it
- 2023 European Thyroid Association Clinical Practice Guidelines for thyroid nodule management.European thyroid journal · 2023Guideline
- Assessing Bias and Limitations of Clinical Validation Studies of Molecular Diagnostic Tests for Indeterminate Thyroid Nodules: Systematic Review and Meta-Analysis.Thyroid : official journal of the American Thyroid Association · 2022Pooled it
- Positive Correlation of Thyroid Nodule Cytology with Molecular Profiling-a Single-Center Experience.Endocrine pathology · 2021Pooled it
- The ultrasound risk stratification systems for thyroid nodule have been evaluated against papillary carcinoma. A meta-analysis.Reviews in endocrine & metabolic disorders · 2021Pooled it
- 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.Frontiers in endocrinology · 2021Pooled it
- Molecular Diagnostics and [Thyroid : official journal of the American Thyroid Association · 2024Trial
- Bethesda III and IV Thyroid Nodules Managed Nonoperatively After Molecular Testing With Afirma GSC or Thyroseq v3.The Journal of clinical endocrinology and metabolism · 2023Trial
- FDG-PET/CT in indeterminate thyroid nodules: cost-utility analysis alongside a randomised controlled trial.European journal of nuclear medicine and molecular imaging · 2022Trial
- Molecular Testing for Thyroid Nodules of Indeterminate Cytology: A Health Technology Assessment.Ontario health technology assessment series · 2022Trial
- Longitudinal Assessment of Quality of Life Following Molecular Testing for Indeterminate Thyroid Nodules.Annals of surgical oncology · 2021Trial
- A Novel Risk Stratification System for Thyroid Nodules With Indeterminate Cytology-A Pilot Cohort Study.Frontiers in endocrinology · 2020Trial
- Incremental Diagnostic Value of Cell-Block-Based Targeted BRAF and RAS Testing in TBSRTC Category III-IV Thyroid Nodules: A Single-Center Retrospective Study.Diagnostics (Basel, Switzerland) · 2026Article
- BRAFDiagnostics (Basel, Switzerland) · 2026Article
- Article
- Application of Liquid-Based Cytology Using the ThinPrep System to Thyroid Fine-Needle Aspiration Samples.Current protocols · 2026Article
- EIF1AX Mutations in thyroid nodules and advanced thyroid carcinoma: a systematic review and meta-analysis.Virchows Archiv : an international journal of pathology · 2026Review
156 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Erratum issued
Authors and funding
32 authors.
Funding
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.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.