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Integrating Clinical Parameters into Thyroid Nodule Malignancy Risk: A Retrospective Evaluation Based on ACR TI-RADS
Nikolaos Angelopoulos1,2, Ioannis Androulakis2, Dimitrios P Askitis2
1Academic Department of Nuclear Medicine, School of Medicine, AHEPA University Hospital, 546 36 Thessaloniki, Greece.
Journal of Clinical Medicine
|August 14, 2025
Summary
This study found that incorporating patient age and gender improves thyroid nodule risk assessment. Adjusting fine needle aspiration (FNA) guidelines for these factors enhances diagnostic accuracy for thyroid cancer.
Area of Science:
- Endocrinology
- Oncology
- Radiology
Background:
- Thyroid nodules are frequently detected via ultrasonography, with most being benign.
- Malignant nodules require fine needle aspiration (FNA) biopsy, but risk stratification is complicated by factors like age and sex.
- Current ultrasound-based risk systems may benefit from adjustments for clinical parameters.
Purpose of the Study:
- To evaluate if cytological malignancy rates of thyroid nodules can be refined by adjusting for clinical parameters.
- To assess the impact of age, sex, BMI, nodule size, autoimmunity, and thyroxine therapy on malignancy rates, independent of ACR TI-RADS.
- To analyze the predictive performance of ACR TI-RADS for malignant cytology across different age groups.
Main Methods:
- Retrospective review of fine needle aspiration (FNA) data from 1001 adult patients (1128 nodules).
- Malignancy classification based on cytopathology and histopathology.
- Statistical analysis of clinical parameters (age, sex, BMI, nodule size, autoimmunity, thyroxine therapy) adjusted for ACR TI-RADS categories.
Main Results:
- Malignancy rates varied by ACR TI-RADS category, nodule size, and patient age.
- Age was a significant predictor, with decreasing odds of malignancy in older patients across all ACR TI-RADS categories.
- Higher malignancy rates were observed in younger age groups and with larger nodules.
Conclusions:
- Adjusting the size threshold for FNA in TR3-3 nodules could improve accuracy.
- Integrating patient age and gender into risk assessment enhances the evaluation of thyroid nodules.
- These modifications can optimize clinical management decisions for thyroid nodules.

