TI-RADS Scoring in Surgical Decision-Making for Bethesda III Thyroid Nodules: A Retrospective Analysis

Objective: To evaluate the contribution of ACR TI-RADS scoring system to surgical decision-making in Bethesda category III thyroid nodules and investigate its role in malignancy risk stratification. Methods: This retrospective cross-sectional study evaluated 285 patients with 294 thyroid nodules classified twice as Bethesda category III who underwent thyroidectomy at a tertiary care center between 2018-2023. ACR TI-RADS scores were calculated based on standardized ultrasonographic features. Primary outcome was malignancy rate according to histopathological examination. Statistical analyses included chi-square test, Mann-Whitney U test, and logistic regression. Results: Among 294 nodules, malignancy was detected in 39.8% (n=117). TI-RADS categories showed progressive malignancy rates: TI-RADS 2 (26.9%), TI-RADS 3 (32.0%), TI-RADS 4 (41.5%), and TI-RADS 5 (82.8%). Logistic regression identified age (OR=0.95), hypoechogenicity (OR=2.92), and microcalcification (OR=3.65) as independent predictors. The scoring system demonstrated 57.0% sensitivity, 90.0% specificity, 82.8% positive predictive value, and 73.1% negative predictive value for TI-RADS 5 versus TI-RADS 2. Conclusion: ACR TI-RADS scoring system provides valuable contribution to surgical decision-making in Bethesda category III thyroid nodules through its high specificity and positive predictive value, particularly for TI-RADS 5 category.

Authors

Publication Details

Journal
Endocrinology Insights
Published
2026-05-08
DOI
https://doi.org/10.1159/000552301
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

TI-RADS Scoring in Surgical Decision-Making for Bethesda III Thyroid Nodules: A Retrospective Analysis

Mazhar Müslüm Tuna, İsmail Engin, Hazal Pişkin Ural
Endocrinology Insights
Thyroid Cancer Diagnosis and Treatment
article

TI-RADS Scoring in Surgical Decision-Making for Bethesda III Thyroid Nodules: A Retrospective Analysis

Mazhar Müslüm Tuna, İsmail Engin, Hazal Pişkin Ural
article en

Abstract

Objective: To evaluate the contribution of ACR TI-RADS scoring system to surgical decision-making in Bethesda category III thyroid nodules and investigate its role in malignancy risk stratification. Methods: This retrospective cross-sectional study evaluated 285 patients with 294 thyroid nodules classified twice as Bethesda category III who underwent thyroidectomy at a tertiary care center between 2018-2023. ACR TI-RADS scores were calculated based on standardized ultrasonographic features. Primary outcome was malignancy rate according to histopathological examination. Statistical analyses included chi-square test, Mann-Whitney U test, and logistic regression. Results: Among 294 nodules, malignancy was detected in 39.8% (n=117). TI-RADS categories showed progressive malignancy rates: TI-RADS 2 (26.9%), TI-RADS 3 (32.0%), TI-RADS 4 (41.5%), and TI-RADS 5 (82.8%). Logistic regression identified age (OR=0.95), hypoechogenicity (OR=2.92), and microcalcification (OR=3.65) as independent predictors. The scoring system demonstrated 57.0% sensitivity, 90.0% specificity, 82.8% positive predictive value, and 73.1% negative predictive value for TI-RADS 5 versus TI-RADS 2. Conclusion: ACR TI-RADS scoring system provides valuable contribution to surgical decision-making in Bethesda category III thyroid nodules through its high specificity and positive predictive value, particularly for TI-RADS 5 category.

Endocrinology Insights
Peace, Justice and strong institutions
Openalex Percentile: Top 6%
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.

TI-RADS Scoring in Surgical Decision-Making for Bethesda III Thyroid Nodules: A Retrospective Analysis — Mazhar Müslüm Tuna, İsmail Engin, et al. · Endocrinology Insights (2026) | TGRS Research Map | TGRS