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Search Results (434)

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18 pages, 645 KB  
Review
Thermal Ablation as a Non-Surgical Alternative for Thyroid Nodules: A Review of Current Evidence
by Andreas Antzoulas, Vasiliki Garantzioti, George S. Papadopoulos, Apostolos Panagopoulos, Vasileios Leivaditis, Dimitrios Litsas, Platon M. Dimopoulos, Levan Tchabashvili, Elias Liolis, Konstantinos Tasios, Panagiotis Leventis, Nikolaos Kornaros and Francesk Mulita
Medicina 2025, 61(11), 1910; https://doi.org/10.3390/medicina61111910 (registering DOI) - 24 Oct 2025
Abstract
Thyroid nodules, prevalent in 2% to 65% of the general population depending on diagnostic methodology, represent a significant clinical concern despite a low malignancy rate, typically 1% to 5%. A substantial proportion of thyroid cancers are small, indolent lesions, allowing for conservative management [...] Read more.
Thyroid nodules, prevalent in 2% to 65% of the general population depending on diagnostic methodology, represent a significant clinical concern despite a low malignancy rate, typically 1% to 5%. A substantial proportion of thyroid cancers are small, indolent lesions, allowing for conservative management with favorable prognoses. Nodule detection commonly occurs via palpation, clinical examination, or incidental radiological findings. Established risk factors include advanced age, female gender, obesity, metabolic syndrome, and estrogen dominance. Despite conservative management potential, a considerable number of thyroid nodules in Europe are unnecessarily referred for surgery, incurring unfavorable risk-to-benefit ratios and increased costs. Minimally invasive techniques (MITs), encompassing ethanol and thermal ablation modalities (e.g., laser, radiofrequency, microwave), offer outpatient, nonsurgical management for symptomatic or cosmetically concerning thyroid lesions. These procedures, performed under ultrasound guidance without general anesthesia, are associated with low complication rates. MITs effectively achieve substantial and sustained nodule volume reduction (57–77% at 5 years), correlating with improved local symptoms. Thermal ablation (TA) is particularly favored for solid thyroid lesions due to its precise and predictable tissue destruction. Optimal TA balances near-complete nodule eradication to prevent recurrence with careful preservation of adjacent anatomical structures to minimize complications. Radiofrequency ablation (RFA) is widely adopted, while microwave ablation (MWA) presents a promising alternative addressing RFA limitations. Percutaneous laser ablation (LA), an early image-guided thyroid ablation technique, remains a viable option for benign, hyperfunctioning, and malignant thyroid pathologies. This review comprehensively evaluates RFA, MWA, and LA for thyroid nodule treatment, assessing current evidence regarding their efficacy, safety, comparative outcomes, side effects, and outlining future research directions. Full article
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9 pages, 760 KB  
Article
Variability of ChatGPT in Interpreting the Lexicon of ACR-TIRADS, EU-TIRADS, and K-TIRADS
by Pierpaolo Trimboli, Amos Colombo, Lorenzo Ruinelli and Andrea Leoncini
Diagnostics 2025, 15(21), 2694; https://doi.org/10.3390/diagnostics15212694 (registering DOI) - 24 Oct 2025
Abstract
Background: There is an ongoing project to create an international Thyroid Imaging Reporting And Data System (I-TIRADS) to harmonize the terminology of guidelines for reporting thyroid ultrasonography. As artificial intelligence (AI) has been gaining increasing attention also in the thyroid field, achieving solid [...] Read more.
Background: There is an ongoing project to create an international Thyroid Imaging Reporting And Data System (I-TIRADS) to harmonize the terminology of guidelines for reporting thyroid ultrasonography. As artificial intelligence (AI) has been gaining increasing attention also in the thyroid field, achieving solid information about the consistency of AI in interpreting the TIRADS terminology is relevant before the I-TIRADS is published. The present study aimed to examine the issue of AI when interpreting the TIRADS terminology to describe thyroid nodules (TNs). Methods: Three TIRADSs from the USA (ACR-TIRADS), Europe (EU-TIRADS), and Asia (K-TIRADS) were considered. The most popular AI, such as ChatGPT, was tested. All possible combinations of terms of the three TIRADSs were performed. Results: 2592 cases were included. With the ACR-TIRADS lexicon, there was a slightly significant difference between systems (p = 0.0494) which was attributed to variations between ACR- and EU-TIRADS (p = 0.0099). With the EU-TIRADS lexicon, there was a significant difference between systems (p < 0.0001) with a significant result between EU- and ACR-TIRADS (p = 0.0003). Using the K-TIRADS terminology, no significant difference was observed (p = 0.7954). The intraobserver agreement of ChatGPT was moderate with the best values (from 0.55 to 0.60) with the K-TIRADS lexicon. Conclusions: ChatGPT interprets the TIRADS lexicon but with variations when it is asked to assess TNs according to one TIRADS using the terminology of another TIRADS. Clinical operators as well as patients should also be aware of these novel data. Full article
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11 pages, 646 KB  
Article
Molecular Testing and Surgical Outcomes in Bethesda III and IV Thyroid Nodules: A Retrospective Cohort Study
by Alexandra E. Payne, Layla Gobeil, Marc P. Pusztaszeri, Isabelle Bannister, Saruchi Bandargal, Sabrina Daniela da Silva and Veronique-Isabelle Forest
Cancers 2025, 17(20), 3376; https://doi.org/10.3390/cancers17203376 - 20 Oct 2025
Viewed by 355
Abstract
Background: Bethesda III and IV thyroid nodules, which fall under the category of indeterminate cytology, pose challenges in clinical decision-making due to their ambiguous risk of malignancy. Molecular testing has been increasingly employed to aid risk stratification and optimize the extent of [...] Read more.
Background: Bethesda III and IV thyroid nodules, which fall under the category of indeterminate cytology, pose challenges in clinical decision-making due to their ambiguous risk of malignancy. Molecular testing has been increasingly employed to aid risk stratification and optimize the extent of surgical intervention. Methods: A retrospective review of 410 patients with Bethesda III and IV thyroid nodules who underwent thyroid surgery at McGill University teaching hospitals between January 2016 and April 2022. Patients were grouped based on whether or not they underwent preoperative molecular testing. Data were collected on demographic variables, histopathologic diagnosis, mutation profiles, and surgical outcomes. The primary outcome was to assess for concordance between surgical intervention and final pathology in both groups, with a focus on identifying optimal versus suboptimal management. Optimal management is defined as surgery appropriate to the aggressiveness of disease, meaning a hemi-thyroidectomy for a non-aggressive malignancy, total thyroidectomy for an aggressive malignancy, and no surgery for a benign nodule. Furthermore, suboptimal management includes unnecessary surgery or incorrect surgery for the level of aggressivity of the nodule. Results: Among the 410 patients, 203 underwent molecular testing, while 207 did not. Of those who underwent molecular testing, 117 had Bethesda III nodules and 86 had Bethesda IV nodules. In the non-tested group, 129 and 78 patients had Bethesda III and IV nodules, respectively. Optimal surgical intervention was achieved in 67.5% of patients who underwent molecular testing, compared with 25.1% in those who did not (p < 0.001). Subgroup analysis revealed that 61.5% of Bethesda III nodules with molecular testing received optimal care versus 21.0% of those without testing. In the Bethesda IV cohort, optimal surgery was achieved in 75.6% with testing versus 32.1% without. Among the suboptimally managed patients, 70.1% (155/221) were from the group that did not undergo molecular testing. In addition, molecular testing identified aggressive mutations such as BRAF V600E and TERT promoter mutations more frequently in Bethesda III nodules, while RAS-like mutations, associated with indolent behavior, predominated in Bethesda IV nodules. Conclusions: In this study, molecular testing significantly improved risk stratification and the likelihood of optimal surgical management in patients with Bethesda III and IV thyroid nodules. Incorporating molecular diagnostics into the standard preoperative workflow may enhance patient care, reduce unnecessary surgeries, and optimize the extent of surgery. Future studies should evaluate the cost-effectiveness and broader implementation of molecular testing in diverse healthcare settings. Full article
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12 pages, 646 KB  
Article
Intra- and Inter-Observer Reliability of ChatGPT-4o in Thyroid Nodule Ultrasound Feature Analysis Based on ACR TI-RADS: An Image-Based Study
by Ziman Chen, Nonhlanhla Chambara, Shirley Yuk Wah Liu, Tom Chi Man Chow, Carol Man Sze Lai and Michael Tin Cheung Ying
Diagnostics 2025, 15(20), 2617; https://doi.org/10.3390/diagnostics15202617 - 17 Oct 2025
Viewed by 247
Abstract
Background/Objectives: Advances in large language models like ChatGPT-4o have extended their use to medical image analysis. Accurate assessment of thyroid nodule ultrasound features using ACR TI-RADS is crucial for clinical practice. This study aims to evaluate ChatGPT-4o’s intra-observer consistency and its agreement with [...] Read more.
Background/Objectives: Advances in large language models like ChatGPT-4o have extended their use to medical image analysis. Accurate assessment of thyroid nodule ultrasound features using ACR TI-RADS is crucial for clinical practice. This study aims to evaluate ChatGPT-4o’s intra-observer consistency and its agreement with an expert in analyzing these features from ultrasound image assessments based on ACR TI-RADS. Methods: This cross-sectional study used ultrasound images from 100 thyroid nodules collected prospectively between May 2019 and August 2021. Ultrasound images were analyzed by ChatGPT-4o, following ACR TI-RADS guidelines, to assess features of thyroid nodule including composition, echogenicity, shape, margin, and echogenic foci. The analysis was repeated after one week to evaluate intra-observer reliability. The ultrasound images were also analyzed by another ultrasound expert for the evaluation of inter-observer reliability. Agreement was measured using Cohen’s Kappa coefficient, and concordance rates were calculated based on alignment with the expert’s reference classifications. Results: Intra-observer agreement for ChatGPT-4o was moderate for composition (Kappa = 0.449) and echogenic foci (Kappa = 0.404), with substantial agreement for echogenicity (Kappa = 0.795). Agreement was notably low for shape (Kappa = −0.051) and margin (Kappa = 0.154). Inter-observer agreement between ChatGPT-4o and the expert was generally low, with Kappa values ranging from −0.006 to 0.238, the highest being for echogenic foci. Overall concordance rates between ChatGPT-4o and expert evaluations ranged from 46.6% to 48.2%, with the highest for shape (65%) and the lowest for echogenicity (29%). Conclusions: ChatGPT-4o showed favorable consistency in assessing some thyroid nodule features in intra-observer analysis, but notable variability in others. Inter-observer comparisons with expert evaluations revealed generally low agreement across all features, despite acceptable concordance for certain imaging characteristics. While promising for specific ultrasound features, ChatGPT-4o’s consistency and accuracy still vary significantly compared to expert assessments. Full article
(This article belongs to the Section Medical Imaging and Theranostics)
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10 pages, 466 KB  
Article
Thyroid Nodule Surveillance in Transfusion-Dependent Thalassemia: A Comparative Ultrasonographic Study
by Maddalena Casale, Martina Errico, Raffaella Origa, Paolo Mureddu, Francesca Allosso, Lucia Digitale Selvaggio, Graziella Grande, Claudia Di Ludovico, Raffaele Navarra, Domenico Roberti, Maria Chiara Capellupo, Silverio Perrotta and Daniela Pasquali
J. Clin. Med. 2025, 14(20), 7265; https://doi.org/10.3390/jcm14207265 - 15 Oct 2025
Viewed by 241
Abstract
Background: Thyroid nodules are common in the general population, and up to 15% may be malignant. Patients with transfusion-dependent thalassemia (TDT) are predisposed to endocrine complications, raising concern for thyroid malignancy. This study compared surveillance strategies between TDT patients and healthy controls (HCs). [...] Read more.
Background: Thyroid nodules are common in the general population, and up to 15% may be malignant. Patients with transfusion-dependent thalassemia (TDT) are predisposed to endocrine complications, raising concern for thyroid malignancy. This study compared surveillance strategies between TDT patients and healthy controls (HCs). Methods: This cross-sectional study used thyroid ultrasonography (US) to identify and characterize thyroid nodules in patients with TDT and HCs. Nodule assessment was performed using the Thyroid Imaging Reporting and Data System and the Italian Consensus for the Classification and Reporting of Thyroid Cytology for FNAs. Rates of indicated but unperformed FNAs and confirmed thyroid cancer cases were recorded. Statistical comparisons were performed using Fisher’s exact and chi-squared tests. Results: A total of 156 TDT and 101 HCs underwent thyroid US. Nodules were detected in 35.2% of TDT patients and 34.6% of HCs, with no difference in prevalence. Nodules were smaller in TDT patients, but suspicious ultrasound features and cancer prevalence were similar. Furthermore, 33.3% of TDT patients vs. 4.5% of HCs did not undergo indicated FNA (p = 0.021). Conclusions: Thyroid nodule prevalence and malignancy risk were comparable in TDT patients and HCs. A higher proportion of TDT patients missed indicated FNA procedures, revealing a critical gap in surveillance. Enhanced adherence to guideline-based follow-up is needed in thalassemia care. Full article
(This article belongs to the Special Issue Thyroid Disease: Updates from Diagnosis to Treatment: 2nd Edition)
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10 pages, 278 KB  
Article
Obesity Is Associated with Larger Thyroid Nodules but Not with Malignant Cytology
by Stefania Giuliano, Giuseppe Seminara, Stefano Iuliano, Stefania Obiso, Eusebio Chiefari, Daniela P. Foti, Maria Mirabelli and Antonio Brunetti
Endocrines 2025, 6(4), 50; https://doi.org/10.3390/endocrines6040050 - 14 Oct 2025
Viewed by 227
Abstract
Background: Obesity has been proposed as a risk factor for differentiated thyroid carcinoma (DTC), though findings in the literature remain conflicting. While some studies suggest an association between elevated body mass index (BMI) and thyroid malignancy, others attribute this link to diagnostic bias. [...] Read more.
Background: Obesity has been proposed as a risk factor for differentiated thyroid carcinoma (DTC), though findings in the literature remain conflicting. While some studies suggest an association between elevated body mass index (BMI) and thyroid malignancy, others attribute this link to diagnostic bias. The Calabria region in Southern Italy, historically affected by iodine deficiency and endemic goiter, offers a valuable population for investigating this relationship. Objective: This study aimed to evaluate the association between obesity and clinical, sonographic, and cytological characteristics of thyroid nodules in a Calabrian cohort undergoing fine-needle aspiration biopsy (FNAB). Methods: This retrospective observational study included 1192 patients evaluated at a single endocrine referral center between 2015 and 2024. Patients were stratified by BMI (<30 vs. ≥30 kg/m2). Demographic, biochemical, ultrasound, and cytological data were collected and analyzed. Cytological results were classified according to the SIAPEC 2014 system. Results: Obese patients had significantly larger thyroid nodules in terms of anteroposterior and transverse diameters, as well as overall volume (p < 0.05). However, the distribution of high-risk cytological categories (TIR 3B, TIR 4, and TIR 5) did not differ significantly between obese and non-obese patients (9.4% in both groups). Multivariate analysis confirmed that BMI was not an independent predictor of malignancy risk (OR 0.988; p = 0.723), whereas younger age was inversely associated with malignancy. Conclusions: Obesity appears to influence thyroid nodule size but does not constitute an independent risk factor for cytological malignancy. BMI should not influence indications for FNAB or subsequent treatment decisions. Thyroid nodule management should instead rely on ultrasound risk stratification and cytological findings. Special attention should be given to younger patients as they may carry a higher malignancy risk. Full article
(This article belongs to the Special Issue Feature Papers in Endocrines 2025)
14 pages, 3633 KB  
Article
Comparison of Diagnostic Yield Between Fine Needle Aspiration Cytology and Core Needle Biopsy in the Diagnosis of Thyroid Nodule
by Yeongrok Lee, Myung Jin Ban, Do Hyeon Kim, Jin-Young Kim, Hyung Kwon Byeon and Jae Hong Park
Diagnostics 2025, 15(20), 2566; https://doi.org/10.3390/diagnostics15202566 - 11 Oct 2025
Viewed by 444
Abstract
Background/Objectives: This study aimed to evaluate the effectiveness of core needle biopsy (CNB) by comparing its diagnostic yield to fine needle aspiration cytology (FNAC) across primary and secondary examinations. Methods: This retrospective review analyzed medical records of patients who visited Soonchunhyang [...] Read more.
Background/Objectives: This study aimed to evaluate the effectiveness of core needle biopsy (CNB) by comparing its diagnostic yield to fine needle aspiration cytology (FNAC) across primary and secondary examinations. Methods: This retrospective review analyzed medical records of patients who visited Soonchunhyang University Cheonan Hospital between January 2021 and August 2023 for thyroid nodule evaluation. Demographic data and the malignancy risk of thyroid nodules were collected based on the 2021 Korean Thyroid Imaging Reporting and Data System. FNAC and CNB results, classified using the Bethesda system for reporting thyroid cytopathology and diagnostic categories for thyroid CNB, were categorized as either “conclusive” or “inconclusive.” The rates of conclusive results in the primary examination and nodules transitioning from inconclusive to conclusive results during the secondary examination were analyzed. Finally, the diagnostic yields of FNAC and CNB were assessed using histopathological findings from surgically excised nodules. Results: The rate of nodules classified as “conclusive” was significantly higher in the CNB group than that in the FNAC group. Among nodules subjected to secondary examination, only the group with FNAC followed by CNB demonstrated a significant improvement in the rate of transition from inconclusive to conclusive results. Although FNAC and CNB showed comparable sensitivity and accuracy, the specificity of CNB was greater than that of FNAC. Conclusions: This study confirms the clinical utility of CNB by demonstrating its higher rate of conclusive results than FNAC. Future prospective studies, including cost–benefit analyses, are warranted to further define the indications for CNB. Full article
(This article belongs to the Section Clinical Diagnosis and Prognosis)
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33 pages, 845 KB  
Review
An Overview of AI-Guided Thyroid Ultrasound Image Segmentation and Classification for Nodule Assessment
by Michalis Savelonas
Big Data Cogn. Comput. 2025, 9(10), 255; https://doi.org/10.3390/bdcc9100255 - 10 Oct 2025
Viewed by 793
Abstract
Accurate segmentation and analysis of thyroid nodules in ultrasound (US) images are essential for the diagnosis and management of thyroid conditions, including cancer. Despite advancements in medical imaging, achieving accurate and efficient segmentation remains a significant challenge due to the complexity and variability [...] Read more.
Accurate segmentation and analysis of thyroid nodules in ultrasound (US) images are essential for the diagnosis and management of thyroid conditions, including cancer. Despite advancements in medical imaging, achieving accurate and efficient segmentation remains a significant challenge due to the complexity and variability of US images. Recently, deep learning (DL) techniques, such as convolutional neural networks (CNNs) and vision transformers (ViTs), have emerged as powerful tools for computer-aided diagnosis (CAD). This review highlights recent advancements in thyroid US image segmentation, focusing on state-of-the-art DL techniques such as contrastive learning, consistency learning, and knowledge-driven DL. We explore various approaches to improve segmentation accuracy, including multi-task learning, self-supervised learning, and methods that minimize reliance on the availability of large, annotated datasets. Additionally, we examine the clinical significance of these methods in differentiating between benign and malignant nodules, as well as their potential for integration into clinically adopted, fully automated CAD systems. By addressing the latest developments and ongoing challenges, this review serves as a comprehensive reference for future research and clinical implementation of thyroid US diagnostics. Full article
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11 pages, 981 KB  
Article
Apparent Diffusion Coefficient as a Predictor of Microwave Ablation Response in Thyroid Nodules: A Prospective Study
by Mustafa Demir and Yunus Yasar
Diagnostics 2025, 15(19), 2538; https://doi.org/10.3390/diagnostics15192538 - 9 Oct 2025
Viewed by 373
Abstract
Background: Microwave ablation (MWA) is an effective, minimally invasive therapy for benign thyroid nodules; however, the treatment response varies considerably. Identifying imaging biomarkers that can predict volumetric outcomes may optimize patient selection. Diffusion-weighted MRI (DW-MRI) offers a noninvasive assessment of tissue microstructure through [...] Read more.
Background: Microwave ablation (MWA) is an effective, minimally invasive therapy for benign thyroid nodules; however, the treatment response varies considerably. Identifying imaging biomarkers that can predict volumetric outcomes may optimize patient selection. Diffusion-weighted MRI (DW-MRI) offers a noninvasive assessment of tissue microstructure through apparent diffusion coefficient (ADC) measurements, which may correlate with ablation efficacy. Methods: In this prospective study, 48 patients with 50 cytologically confirmed benign thyroid nodules underwent diffusion-weighted magnetic resonance imaging (DW-MRI) before minimally invasive ablation (MWA). Baseline ADC values were measured, and nodule volumes were assessed by ultrasound at baseline and 1, 3, and 6 months postprocedure. The volume reduction ratio (VRR) was calculated, and associations with baseline variables were analyzed via Pearson correlation and multivariable linear regression. ROC curve analysis was used to evaluate the diagnostic performance of ADC in predicting significant volume reduction (VRR ≥ 50%). Results: Lower baseline ADC values were strongly correlated with greater VRR at 3 months (r = −0.525, p < 0.001) and 6 months (r = −0.564, p < 0.001). Multivariable regression revealed that the baseline ADC was the sole independent predictor of the 6-month VRR (β = −19.52, p = 0.0004). ROC analysis demonstrated excellent discriminative performance (AUC = 0.915; 95% CI: 0.847–0.971), with an ADC cutoff of 2.20 × 10−3 mm2/s yielding 90.9% sensitivity and 83.3% specificity for predicting a favorable volumetric response. Conclusions: Baseline ADC values derived from DW-MRI strongly predict volumetric response following microwave ablation of benign thyroid nodules. Incorporating ADC assessment into preprocedural evaluation may enhance patient selection and improve therapeutic outcomes. Full article
(This article belongs to the Section Medical Imaging and Theranostics)
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15 pages, 1384 KB  
Article
Differential Association of Serum TSH with Differentiated Thyroid Cancer Risk by Autoimmune Thyroiditis Status
by Lu Yu, Hanyu Wang, Xiao Chen, Yuhan Zhang, Jiaqi Liu, Yang Chen, Yuxin Yu, Siqi Wang, Yu Wang, Zixuan Wang, Lejing Xie and Hui Sun
Biomedicines 2025, 13(10), 2451; https://doi.org/10.3390/biomedicines13102451 - 8 Oct 2025
Viewed by 358
Abstract
Background: While elevated thyroid-stimulating hormone (TSH) is a known risk factor for differentiated thyroid cancer (DTC), it remains unclear whether autoimmune thyroiditis (AT) modifies this association. Clarifying this interaction is critical for personalized risk assessment and TSH suppression therapy. Methods: This [...] Read more.
Background: While elevated thyroid-stimulating hormone (TSH) is a known risk factor for differentiated thyroid cancer (DTC), it remains unclear whether autoimmune thyroiditis (AT) modifies this association. Clarifying this interaction is critical for personalized risk assessment and TSH suppression therapy. Methods: This study performed a retrospective analysis including 2425 participants who underwent thyroidectomy for thyroid nodules. Participants were categorized based on histological AT diagnosis and thyroid peroxidase antibody (TPOAb) and thyroglobulin antibody (TgAb) levels. Multivariable logistic regression models were used to assess the association between thyroid parameters and DTC risk, stratified by AT and autoantibody status. Results: The prevalence of histological diagnosed AT, TgAb-positivity, and TPOAb-positivity among DTC patients was 31.58%, 13.68%, and 18.76%, respectively. An increase in one standard deviation in TSH, thyrotrophic thyroxine resistance index (TT4RI), and TSH index (TSHI) was associated with an elevated risk of DTC in euthyroid individuals without AT or positive thyroid autoantibodies. A positive and nonlinear association between TSH and DTC risk in euthyroid patients without AT was identified, with inflection points at TSH levels of 1.32 mIU/L. In subgroups characterized by concurrent AT, TgAb-positivity, or TPOAb-positivity, these thyroid parameters showed no statistically significant correlation with DTC risk. Conclusions: The association between TSH and DTC risk varies according to autoimmune thyroiditis status. These findings highlight the importance of considering thyroid autoimmunity in thyroid cancer risk assessment and warrant prospective evaluation to determine its potential implications for TSH suppressive therapy. Full article
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16 pages, 3586 KB  
Article
Ultrasound Risk Stratification of Autonomously Functioning Thyroid Nodules: Cine Loop Video Sequences Versus Static Image Captures
by Larissa Rosenbaum, Martin Freesmeyer, Tabea Nikola Schmidt, Christian Kühnel, Falk Gühne and Philipp Seifert
Diagnostics 2025, 15(19), 2525; https://doi.org/10.3390/diagnostics15192525 - 6 Oct 2025
Viewed by 631
Abstract
Background/Objectives: Autonomously functioning thyroid nodules (AFTNs) are most frequently diagnosed as benign. However, they show high ratings in ultrasound (US) risk stratification systems (RSSs) that utilize the current clinical standard methodology of conventional static image capture (SIC) documentation. The objective of this [...] Read more.
Background/Objectives: Autonomously functioning thyroid nodules (AFTNs) are most frequently diagnosed as benign. However, they show high ratings in ultrasound (US) risk stratification systems (RSSs) that utilize the current clinical standard methodology of conventional static image capture (SIC) documentation. The objective of this study was to evaluate the RSS ratings and respective fine needle cytology (FNC) recommendations of cine loop (CL) video sequences in comparison to SIC. Methods: 407 patients with 424 AFTNs were enrolled in this unicentric, retrospective study between 11/2015 and 11/2023. Recorded US CL and SIC were analyzed lesion-wise and compared regarding US features, Kwak and ACR TIRADS, ACR FNC recommendations, as well as assessment difficulties and artifacts. Statistical analyses were conducted using the Chi2 test and Spearman’s correlation coefficient in SPSS software. p-values < 0.05 were considered significant. Results: Strong to very strong correlations were observed for all US features, RSS ratings, and ACR FNC recommendations (Spearman’s correlation: each p < 0.001), comparing CL and SIC. For >60% of the AFTNs, ACR FNC recommendation was given. Kwak TIRADS were more consistent with the benign nature of AFTNs than the ACR ratings. CL captured significantly more “echogenic foci” than SIC (Chi2: p < 0.001). Artifacts (poor image quality, acoustic shadowing, sagittal incompletely displayed AFTN) were significantly more common on CL, affecting ~40% of AFTNs, compared to ~15% on SIC (Chi2: each p < 0.05). Weak correlation was observed for assessment confidence between CL and SIC, with SIC outperforming CL (Spearman’s correlation: each p < 0.001). Conclusions: A strong correlation was identified between CL and SIC in terms of RSS ratings and ACR FNC recommendations. Kwak is a superior representative of the benign character of AFTNs than ACR. However, CL provided more detailed information while being associated with decreased observer confidence and more artifacts. Specific operator training and technical improvements, including AI implementation, could improve image quality in future. Full article
(This article belongs to the Section Medical Imaging and Theranostics)
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13 pages, 953 KB  
Article
A Mixed Model of Clinical Characteristics, Strain Elastography and ACR-TIRADS Predicts Malignancy in Small Thyroid Nodules: A Prospective Single-Center Study
by Nikolaos Angelopoulos, Emmanouil Petropoulos, Ioannis Chrisogonidis, Sarantis Livadas, Rodis D. Paparodis, Ioannis Androulakis, Juan Carlos Jaume, Dimitrios G. Goulis and Ioannis Iakovou
Medicina 2025, 61(10), 1774; https://doi.org/10.3390/medicina61101774 - 1 Oct 2025
Viewed by 332
Abstract
Background and Objectives: To identify clinical, ultrasound (US) and real-time elastography (RTE) characteristics indicative of malignancy in small thyroid lesions. Materials and Methods: 141 consecutive patients with incidentally discovered solid thyroid nodules (diameter ≤ 10 mm) by neck US were assessed, [...] Read more.
Background and Objectives: To identify clinical, ultrasound (US) and real-time elastography (RTE) characteristics indicative of malignancy in small thyroid lesions. Materials and Methods: 141 consecutive patients with incidentally discovered solid thyroid nodules (diameter ≤ 10 mm) by neck US were assessed, and RTE was performed. The nodules were classified per American (ACR-TIRADS) and European (EU-TIRADS) criteria; US-guided FNA was conducted on EU-TIRADS 5 nodules. The US and RTE features of nodules classified as benign (Bethesda II) or malignant (Bethesda V and VI) were compared. Results: 41 nodules were classified as EU-TIRADS 5. Their Fine Needle Aspiration (FNA) cytology was Bethesda II (n = 11), III-IV (n = 3), V (n = 10) or VI (n = 17). Bethesda V–VI patients had a higher rate of autoimmune thyroiditis (p = 0.015) and higher ACR-scoring points (p < 0.001) compared with Bethesda II. The elastography ratio was equal between the groups (p = 0.584). In logistic regression analysis, ACR-scoring points predicted FNA results, with an area under the curve (AUC) of 0.993 (sensitivity 92.6% and specificity of 100%). The clinical model (age, body mass index, sex, autoimmunity, L-thyroxine treatment, nodule diameter, elastography ratio) achieved an AUC of 0.744. A “mixed” model, combining clinical characteristics with the ACR scoring points, achieved perfect performance (AUC = 1.000), predicting FNA results with 100% sensitivity and specificity. Conclusions: The proposed “mixed model” can predict Bethesda V–VI in thyroid nodules <10 mm, allowing for the selection of those needing further evaluation. Full article
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25 pages, 1305 KB  
Review
Parathyromatosis: The Pathogenic Background (Post-Parathyroidectomy Seeding or Exceptional Embryologic Remnant) and the Importance of a Fine Clinical Index for Recurrent Primary Hyperparathyroidism (a Narrative Review)
by Ana-Maria Gheorghe, Claudiu Nistor and Mara Carsote
J. Clin. Med. 2025, 14(19), 6937; https://doi.org/10.3390/jcm14196937 - 30 Sep 2025
Viewed by 463
Abstract
Background: Parathyromatosis, an exceptional clinical and pathological entity, involves multiple small nodules of hyper-functional parathyroid tissue scattered throughout the neck and/or mediastinum, in relationship with a prior parathyroidectomy (mostly) or embryologic remnant. Since its first identification in 1975, many aspects of this condition [...] Read more.
Background: Parathyromatosis, an exceptional clinical and pathological entity, involves multiple small nodules of hyper-functional parathyroid tissue scattered throughout the neck and/or mediastinum, in relationship with a prior parathyroidectomy (mostly) or embryologic remnant. Since its first identification in 1975, many aspects of this condition have remained a matter of debate. Objective: We introduce an updated perspective on parathyromatosis covering the main clinical points for everyday practice, from diagnosis to management, as well as the current level of pathogenic understanding. Methods: A narrative review. Results: A total of 22 patients were identified, with the following characteristics: an age range of 33–68 (mean 46.18) years; 4/22 subjects <40 years; female-to-male ratio = 14:8. Of the 22 subjects, 21 had undergone previous parathyroidectomy for primary (n = 14) or secondary (n = 7) hyperparathyroidism. One case was a surgically naïve patient. Analysis of the surgical procedures (seeding circumstances) revealed the following: parathyroid cyst removal, left/right parathyroidectomy; removal of 3.5 parathyroids ± self-transplantation, VATS for mediastinal parathyroid tumours. Parathyroidectomy was accompanied by thyroid surgery (n = 3 patients), specifically hemi-thyroidectomy, partial left-thyroid lobectomy, and partial thyroidectomy. The shortest timeframe from parathyroidectomy to parathyromatosis-related hyperparathyroidism recognition was 1 year, and the longest was 17 years. The highest number of previous surgeries was four. The recognition of parathyromatosis was due to the clinical picture of associated hyperparathyroidism, except for in 2/21 cases with incidental detection. The implant sites coincided with the prior surgical area, but also with unusual locations (clavicle, pleura, mediastinum, sternocleidomastoid muscle and forearm, thyroid). The imaging evaluation included ultrasound plus CT plus 99m-Tc sestamibi scintigraphy, as well as (variable rates) neck MRI, SPECT/CT, 11-Choline PET-CT, Gallium-68 DOTATATE, and 4D CT. Surgery implied serial procedures in some cases (e.g., up to seven). The surgery spectrum largely varied, including not only cervicotomy, but also thoracoscopy, VATS, pericardial adipose tissue excision and thymectomy, etc. Conclusions: Awareness remains a key factor when approaching such an unusual ailment underlying little-understood pathogenic loops, which, if left unrecognized and untreated, might impair patients’ quality of life and the overall parathyroid disease burden. Full article
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22 pages, 384 KB  
Review
Molecular Diagnostics and Personalized Therapeutics in Differentiated Thyroid Carcinoma: A Clinically Oriented Review
by Andrés Coca-Pelaz, Juan Pablo Rodrigo, Mark Zafereo, Iain Nixon, Pia Pace-Asciak, Gregory W. Randolph, Carlos Suárez and Alfio Ferlito
Diagnostics 2025, 15(19), 2493; https://doi.org/10.3390/diagnostics15192493 - 30 Sep 2025
Viewed by 755
Abstract
Differentiated thyroid carcinoma (DTC) is the most common endocrine malignancy and typically has a favorable prognosis. However, a subset of patients experience aggressive disease, recurrence, or treatment resistance, underscoring the need for more precise diagnostic and therapeutic strategies. Advances in molecular profiling have [...] Read more.
Differentiated thyroid carcinoma (DTC) is the most common endocrine malignancy and typically has a favorable prognosis. However, a subset of patients experience aggressive disease, recurrence, or treatment resistance, underscoring the need for more precise diagnostic and therapeutic strategies. Advances in molecular profiling have improved the management of thyroid cancer by enabling risk-adapted treatment and targeted interventions. This narrative review offers a clinically focused synthesis of the current role of molecular diagnostics and personalized therapeutics in DTC. We examine key genetic alterations and their diagnostic, prognostic, and therapeutic implications, and discuss how molecular markers enhance traditional risk stratification systems, informing surgical decisions, radioactive iodine (RAI) use, and surveillance. The growing role of targeted therapies, such as tyrosine kinase inhibitors and agents against specific oncogenic drivers, is reviewed, particularly for RAI-refractory DTC. We also address real-world challenges in implementing precision medicine, including access, cost, and standardization. Future directions, such as liquid biopsy, artificial intelligence, and multi-omic integration, are explored as tools to achieve fully personalized care. This review aims to bridge the gap between molecular discovery and clinical application, offering practical insights for endocrinologists, surgeons, oncologists, and multidisciplinary teams managing DTC. Full article
15 pages, 832 KB  
Review
Unlocking the Therapeutic Potential: Selenium and Myo-Inositol Supplementation in Thyroid Disorders—Efficacy and Future Directions
by Chinnu George Samuel, Parul Singh, Hala Abdullahi and Ibrahim Ibrahim
Life 2025, 15(10), 1500; https://doi.org/10.3390/life15101500 - 24 Sep 2025
Viewed by 2973
Abstract
Background/Objectives: Thyroid disorders such as Hashimoto’s thyroiditis and Graves’ disease represent major endocrine challenges worldwide, often requiring long-term management. Recently, nutritional supplementation with selenium and myo-inositol has been proposed as a supportive strategy. This review aims to summarize the current evidence regarding [...] Read more.
Background/Objectives: Thyroid disorders such as Hashimoto’s thyroiditis and Graves’ disease represent major endocrine challenges worldwide, often requiring long-term management. Recently, nutritional supplementation with selenium and myo-inositol has been proposed as a supportive strategy. This review aims to summarize the current evidence regarding their efficacy in improving thyroid function, reducing thyroid autoantibodies in Hashimoto’s disease, and restoring biochemical euthyroidism in Graves’ disease. Methods: A narrative review of the available literature was undertaken, concentrating on randomized controlled trials and observational studies evaluating selenium and myo-inositol, alone or in combination (MYO+Se), in patients with autoimmune thyroid disorders and benign thyroid nodules. Search Strategy and Study Selection: We searched MEDLINE/PubMed, Embase, Cochrane CENTRAL, and Scopus from inception to 31 July 2025. The search used Boolean operators to combine the following keywords: (“selenium” OR “selenomethionine”) AND (“myo-inositol” OR “inositol”) AND (thyroid OR Hashimoto* OR Graves’ OR hyperthyroid* OR hypothyroid* OR nodule* OR goiter OR orbitopathy). We included human studies in English. Inclusion criteria: Research designs include RCTs, quasi-experimental studies, cohort/case-control studies, and big case series (n ≥ 30). Exclusion criteria: Animal-only or in vitro studies (unless mechanistic), pediatric case reports, and editorials/commentaries. Study selection and data extraction: Two reviewers screened independently; discrepancies were settled through consensus. The data retrieved included the population, baseline iodine/selenium status (if reported), dose/formulation, treatment duration, outcomes (TSH, FT4, FT3, TPOAb, TgAb, TRAb, nodule metrics), and adverse events. Quality assessment: The risk of bias was assessed using the RoB-2 for RCTs and the Newcastle-Ottawa Scale or JBI checklists for observational studies. A qualitative synthesis emphasized study quality, consistency, directness, and accuracy. Results: Clinical research indicate that selenium supplementation may reduce thyroid peroxidase antibody (TPOAb) levels in Hashimoto’s disease, thereby attenuating autoimmune activity. Myo-inositol, particularly when combined with selenium, has been proven to improve thyroid hormone profiles while also lowering nodule size or growth. In Graves’ disease, supplementation has been linked to the restoration of biochemical euthyroidism in certain patients, albeit data are limited. Despite these encouraging results, diversity in trial design, treatment length, and dosages restrict the robustness of existing recommendations. Conclusions: Selenium and myo-inositol supplementation have shown promise as adjuvant treatments for autoimmune thyroid diseases and benign thyroid nodules. However, further large-scale, well-designed clinical trials are needed to determine the appropriate dosages, treatment duration, and patient selection criteria. Personalized supplementation solutions may improve medication efficacy and help with more comprehensive thyroid disease care. Full article
(This article belongs to the Section Medical Research)
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