Preoperative risk score for malignancy in Bethesda III thyroid nodules: a multicentre retrospective study - Report - MDSpire

Preoperative risk score for malignancy in Bethesda III thyroid nodules: a multicentre retrospective study

  • By

  • Manuel Carpio-Salmerón

  • Mariano Tébar-Caballero

  • Pau Benito

  • Clemente García-Hidalgo

  • Georgios Kyriakos

  • Antonio Ríos-Vergara

  • Ginés Luengo-Gil

  • Carlos Carazo-Casas

  • Ana Casas-Miras

  • Luis Marín-Martínez

  • Ana Belén Arroyo

  • July 6, 2026

  • 0 min

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Clinical Report: Development of a Preoperative Malignancy Risk Assessment for Bethesda III Thyroid Nodules

Overview

This study developed a preoperative risk score for malignancy in Bethesda III thyroid nodules based on a multicenter cohort. The score incorporates three independent predictors.

Background

Bethesda III thyroid nodules present a significant clinical challenge due to their estimated malignancy risk of 13–30%. Accurate risk assessment is crucial to avoid unnecessary surgeries while ensuring that malignant cases are appropriately managed. This study seeks to enhance preoperative evaluation by developing a straightforward risk score using routinely available clinical variables.

Data Highlights

VariableAssociation with Malignancy
Moderate-to-high ultrasound riskIndependent predictor
Nuclear atypia on fine-needle aspirationIndependent predictor
Lymphocytic thyroiditis on fine-needle aspirationIndependent predictor
Malignancy rate23.5%
Score range0 to 15 points
Best diagnostic performance cut-off10 points or higher

Key Findings

  • The malignancy rate in the study cohort was 23.5%.
  • Three independent predictors of malignancy were identified: ultrasound risk, nuclear atypia, and lymphocytic thyroiditis.
  • A risk score ranging from 0 to 15 points was developed based on these predictors.
  • A cut-off score of 10 points or higher was identified.
  • The predicted probability of malignancy varied from 2.4% to 74.8% across the score spectrum.

Clinical Implications

External validation in larger cohorts is necessary before clinical implementation.

Conclusion

This study presents a preoperative risk assessment tool for Bethesda III thyroid nodules.

Related Resources & Content

  1. Syed Z. Ali et al., 2023 -- The 2023 Bethesda System for Reporting Thyroid Cytopathology
  2. American Thyroid Association, 2015 -- Management Guidelines for Adult Patients with Thyroid Nodules and Differentiated Thyroid Cancer
  3. Frontiers in Endocrinology — Clinical and ultrasound-based optimization of post-FNA management decisions in Bethesda III/IV thyroid nodules: a retrospective study
  4. Updates in Surgery (Springer) — Risk of malignancy and necessity of completion thyroidectomy in patients with indeterminate thyroid nodules (Bethesda III and IV), more than expected in endemic region
  5. Frontiers in Endocrinology — Surgical outcomes of Bethesda System for Reporting Thyroid Cytopathology diagnostic category class I, II, and III thyroid nodules
  6. Frontiers in Oncology — A Multicenter, Clinically Interpretable Prediction Model for Malignancy Risk in C-TIRADS 3–4 Thyroid Nodules
  7. Clinical and ultrasound-based optimization of post-FNA management decisions in Bethesda III/IV thyroid nodules: a retrospective study
  8. Risk of malignancy and necessity of completion thyroidectomy in patients with indeterminate thyroid nodules (Bethesda III and IV), more than expected in endemic region
  9. The 2023 Bethesda System for Reporting Thyroid Cytopathology - Syed Z. Ali, Zubair W. Baloch, Beatrix Cochand-Priollet, Fernando C. Schmitt, Philippe Vielh, Paul A. VanderLaan, 2023
  10. 2015 American Thyroid Association Management Guidelines for Adult Patients with Thyroid Nodules and Differentiated Thyroid Cancer: The American Thyroid Association Guidelines Task Force on Thyroid Nodules and Differentiated Thyroid Cancer - PMC
  11. Diagnostic performance of ultrasound elastography alone and in combination with conventional ultrasonography for Bethesda III–IV thyroid nodules: a systematic review and meta-analysis - PMC

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