Related Experiment Video
Updated: Feb 3, 2026

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
Systemic inflammatory and thyroid markers for predicting malignancy in indeterminate (Bethesda III-IV) thyroid
Aykut Çelik1, Tuğba Matlım Özel1, Sezer Akbulut1
1Department of General Surgery, Division of Endocrine Surgery, University of Health Sciences, Basaksehir Cam and Sakura City Hospital, Istanbul, Turkey.
Background:
Numerous blood-based markers have been proposed as potential predictors of malignancy, not only in thyroid but also in various cancer types. This study aimed to evaluate the diagnostic utility of these markers for predicting malignancy in indeterminate thyroid nodules.
Method:
After literature review, we identified a set of markers potentially useful for predicting malignancy. Age, gender, nodule size, platelet count, mean platelet volume, platelet distribution width, lymphocyte/monocyte ratio, neutrophil/lymphocyte ratio, platelet/lymphocyte ratio, platelet large cell ratio, immature granulocyte, thyroid-stimulating hormone, thyroglobulin, thyroglobulin-antibody and thyroid peroxidase-antibody levels were prospectively collected from patients who underwent thyroidectomy at our institution. The relationship between these markers and malignancy in indeterminate nodules was evaluated.
Results:
Among 1392 patients who underwent thyroidectomy between March-2021 and June-2024, 225 were operated for indeterminate thyroid nodules. In these patients, both nodule size ≥4 cm and serum thyroglobulin levels were found to be significantly associated with malignancy in univariate analysis (p < 0.05). ROC curve analysis identified a Tg cut-off value of 299 ng/mL. In multivariate analysis, when a nodule size threshold of 4 cm and a Tg cut-off of 299 ng/mL were applied, the significance of Tg as an independent predictor of malignancy became more pronounced.
Conclusion:
The relationship between nodule size and malignancy is known, but elevated thyroglobulin levels have been found to be an independent risk factor for malignancy in indeterminate nodules. Although it needs to be generalized with more data, it is an inexpensive and simple diagnostic test that could guide us in patients with indeterminate cytologic findings.
Related Concept Videos
The Thyroid Gland
The follicles have a central cavity lined by simple cuboidal to squamous epithelial cells called follicular cells. These cells produce the glycoprotein...
Functions of Thyroid Hormones
TH is indispensable for the normal development and maturation of the skeletal, muscular, and nervous systems during fetal and childhood growth. It facilitates bone mineral turnover and regulates protein synthesis in developing tissues, contributing significantly to overall growth and...
Synthesis and Regulation of Thyroid Hormones
Upon reaching the thyroid gland, TSH stimulates the follicular cells' active uptake of iodide ions from the blood. The ions diffuse to the apical surface of the cells and are oxidized to iodine. The...
Inflammatory Bowel Disease IV: Pharmacological Management
Pharmacologic...
Indeterminate Structure
Indeterminate Products

