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Updated: Feb 18, 2026

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
Relationship between metabolic syndrome and nodular thyroid diseases
Seher Kir1, Yusuf Aydin2, Hulya Coskun1
1a Faculty of Medicine, Internal Medicine Department , Duzce University , Duzce , Turkey.
Metabolic syndrome (MetS) components, not insulin resistance alone, are linked to thyroid nodularity. The study suggests MetS collectively influences thyroid gland health, increasing nodule formation in Turkish adults.
Area of Science:
- Endocrinology
- Metabolic Diseases
- Thyroidology
Background:
- Nodular thyroid diseases are prevalent in Turkey.
- Insulin resistance (IR), a key component of metabolic syndrome (MetS), is implicated in thyroid disease development.
- The relationship between MetS components and thyroid nodularity requires further investigation.
Purpose of the Study:
- To investigate factors associated with thyroid nodularity.
- To explore the role of metabolic syndrome and insulin resistance in thyroid nodule formation.
Main Methods:
- Prospective MELEN study involving 2233 randomly selected subjects.
- Analysis of a euthyroid subgroup (n=1432), with 421 diagnosed with MetS.
- Statistical evaluation of associations between MetS, IR, and thyroid nodularity, considering age and blood pressure.
Main Results:
- Goitres and multinodular goitres (MNGs) were significantly more prevalent in the MetS (+) group.
- Older age was the sole significant factor for nodular goitre (NG).
- MNG presence correlated with older age, systolic blood pressure, and MetS. Thyroid volume and MNGs were linked to MetS, independent of TSH and IR.
Conclusions:
- Individual MetS components may cumulatively influence thyroid nodularity.
- Insulin resistance alone does not fully explain increased thyroid volume and nodule formation in the absence of MetS.
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