BRAFV600E-Informed TI-RADS Reclassification of Biopsy Eligibility in Thyroid Nodules: A Retrospective Oracle Decision–Simulation Study

Background/Objectives: We evaluated a hypothetical oracle strategy that assumes BRAFV600E status is known before fine-needle aspiration (FNA), although testing usually requires FNA-derived material. Methods: This retrospective simulation included 4944 nodules from 4560 patients with linked ultrasound and molecular records following FNA evaluation. The cohort was selected for cytology and molecular testing and enriched for BRAFV600E positivity (42.4%) and TI-RADS 4C nodules (66.7%). The predefined rule combined BRAFV600E-positive upgrading with one-level downgrading of negative TI-RADS 4A/4B nodules. Outcomes were FNA-actionable classification changes and retention of originally FNA-actionable Bethesda V/VI nodules. Pre-FNA prediction was evaluated with patient-grouped cross-validation and training-fold calibration. Results: Under the hypothetical assumption of pre-FNA knowledge of BRAFV600E status, the oracle strategy reduced FNA-actionable classifications from 3454 to 2954 (net reduction 500; 14.5%) while retaining 1843/1920 Bethesda V/VI nodules (96.0%). In the selected surgical subgroup (365/4944), malignant-nodule retention was 189/196 (96.4%; 95% CI, 92.8–98.6%), with uncertainty extending below the exploratory 95% reference. Among 97 reclassified Bethesda III/IV nodules, only 2 had surgical pathology, and 1 was malignant. Patient-grouped random forest AUC was 0.693 (95% CI, 0.678–0.707). After calibration, a training-selected high-sensitivity threshold reduced classifications by 10.6%, with Bethesda V/VI retention of 95.6% (95% CI, 94.7–96.5%). Conclusions: This selected-cohort oracle simulation suggests a theoretical reduction in FNA-actionable classifications. Prospective evaluation in an unselected pre-biopsy population is required before clinical use.

Authors

Institutions

Publication Details

Journal
Diagnostics
Published
2026-10-04
DOI
https://doi.org/10.3390/diagnostics16193216
Primary Topic
Thyroid Cancer Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

BRAFV600E-Informed TI-RADS Reclassification of Biopsy Eligibility in Thyroid Nodules: A Retrospective Oracle Decision–Simulation Study

Xuehua Xi, Bo Zhang, Yong Cheng, Ruyu Liu et al.
Diagnostics
Thyroid Cancer Diagnosis and Treatment
article

BRAFV600E-Informed TI-RADS Reclassification of Biopsy Eligibility in Thyroid Nodules: A Retrospective Oracle Decision–Simulation Study

Xuehua Xi, Bo Zhang, Yong Cheng, Ruyu Liu, Jiaojiao Ma, Wanlin Huang, Mingyu Feng, Shanshan Wang, Xuejiao Yu, Yang Li
article en

Abstract

Background/Objectives: We evaluated a hypothetical oracle strategy that assumes BRAFV600E status is known before fine-needle aspiration (FNA), although testing usually requires FNA-derived material. Methods: This retrospective simulation included 4944 nodules from 4560 patients with linked ultrasound and molecular records following FNA evaluation. The cohort was selected for cytology and molecular testing and enriched for BRAFV600E positivity (42.4%) and TI-RADS 4C nodules (66.7%). The predefined rule combined BRAFV600E-positive upgrading with one-level downgrading of negative TI-RADS 4A/4B nodules. Outcomes were FNA-actionable classification changes and retention of originally FNA-actionable Bethesda V/VI nodules. Pre-FNA prediction was evaluated with patient-grouped cross-validation and training-fold calibration. Results: Under the hypothetical assumption of pre-FNA knowledge of BRAFV600E status, the oracle strategy reduced FNA-actionable classifications from 3454 to 2954 (net reduction 500; 14.5%) while retaining 1843/1920 Bethesda V/VI nodules (96.0%). In the selected surgical subgroup (365/4944), malignant-nodule retention was 189/196 (96.4%; 95% CI, 92.8–98.6%), with uncertainty extending below the exploratory 95% reference. Among 97 reclassified Bethesda III/IV nodules, only 2 had surgical pathology, and 1 was malignant. Patient-grouped random forest AUC was 0.693 (95% CI, 0.678–0.707). After calibration, a training-selected high-sensitivity threshold reduced classifications by 10.6%, with Bethesda V/VI retention of 95.6% (95% CI, 94.7–96.5%). Conclusions: This selected-cohort oracle simulation suggests a theoretical reduction in FNA-actionable classifications. Prospective evaluation in an unselected pre-biopsy population is required before clinical use.

DiagnosticsVol. 16(19)
Chinese Academy of Medical Sciences & Peking Union Medical College (CN), China-Japan Friendship Hospital (CN), Peking Union Medical College Hospital (CN), Beijing University of Chemical Technology (CN), Beihang University (CN)
Openalex Percentile: Top 10%
Thyroid Cancer Diagnosis and Treatment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.