ArticleFrontiers in endocrinology2023
Risk factors for central lymph node metastasis in patients with papillary thyroid carcinoma: a retrospective study.
Article in Frontiers in endocrinology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.
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32 citing papers in PubMed, 34 citations in OpenAlex.
- Characterizing risk groups in papillary thyroid carcinoma through T-Cell mediated tumor cell killing-related genes: a pathway to therapeutic predictions.European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery · 2026Article
- Preoperative predictors of occult central lymph node metastasis in clinically node-negative papillary thyroid carcinoma: a common data model-based retrospective cohort study.Annals of surgical treatment and research · 2026Article
- Article
- Prognostic and Diagnostic Value of Node-RADS for Non-Small Cell Lung Cancer Following Neoadjuvant Therapy: A Multicenter Cohort Study.Diagnostics (Basel, Switzerland) · 2026Article
- Development of a Machine Learning-Based Predictive Model for Central Lymph Node Metastasis in Papillary Thyroid Microcarcinoma.Cancer medicine · 2026Article
- Coexistent Hashimoto's thyroiditis modulates lymph node metastasis burden in papillary thyroid carcinoma: a single-center study in South China.Frontiers in endocrinology · 2026Article
- An interpretable machine learning model for predicting central lymph node metastasis in cN0 T1-T2 papillary thyroid carcinoma: a retrospective study.Frontiers in endocrinology · 2026Article
- The development and validation of a machine learning algorithm for identifying lateral lymph nodes skip metastasis in papillary thyroid cancer.Frontiers in oncology · 2026Article
- Posterior minimal extrathyroidal extension as an independent risk factor for lateral lymph node metastasis in papillary thyroid carcinoma: a retrospective study based on a nomogram prediction model.Frontiers in endocrinology · 2026Article
- Reinterpretation of the clinical and biological behaviors of papillary thyroid carcinoma subtypes within the 2022 WHO classification: a cross-sectional study of 768 cases.World journal of surgical oncology · 2025Article
- Identification of potential molecular targets for thyroid cancer using multiple-omics analysis and machine learning.Annals of medicine and surgery (2012) · 2025Article
- Clinical significance of level VII lymph node metastasis in papillary thyroid cancer.Scientific reports · 2025Article
- Gut microbiota and metabolite profiles in thyroid cancer lymph node metastasis: a multi-omics analysis.Scientific reports · 2025Article
- Preoperative multiparametric ultrasound for the prediction of central lymph node metastasis in papillary thyroid carcinoma.Quantitative imaging in medicine and surgery · 2025Article
- Predictive Factors of Lymph Node Metastasis in Papillary Thyroid Microcarcinoma (PTMC).Medicina (Kaunas, Lithuania) · 2025Article
- Risk of Contralateral Central Compartment Recurrence Following Unilateral Therapeutic Neck Dissection for Papillary Thyroid Carcinoma.Journal of surgical oncology · 2025Article
- Machine learning models for diagnosing lymph node recurrence in postoperative PTC patients: a radiomic analysis.BMC cancer · 2025Article
- Positive preoperative circulating tumor cells level associated with lymph node metastasis in papillary thyroid carcinoma patients with capsular invasion.World journal of surgical oncology · 2025Article
- Preoperative circulating tumor cells level is associated with lymph node metastasis in patients with unifocal papillary thyroid carcinoma.World journal of surgical oncology · 2025Article
- Occult Thyroid Cancer in Autoimmune Thyroiditis: Lymph Node Ultrasound as the Sole Diagnostic Indicator of Malignancy in a Pediatric Case of Papillary Thyroid Carcinoma.Children (Basel, Switzerland) · 2025Article
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12 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Thyroid cancer is the most prevalent endocrine malignancy, with its global incidence increasing annually in recent years. Papillary carcinoma is the most common subtype, frequently accompanied by cervical lymph node metastasis early on. Central lymph node metastasis (CLNM) is particularly the common metastasis form in this subtype, and the presence of lymph node metastasis correlates strongly with tumor recurrence. However, effective preoperative assessment methods for CLNM in patients with papillary thyroid carcinoma (PTC) remain lacking. Methods: Data from 400 patients diagnosed with PTC between January 1, 2018, and January 1, 2022, at the Shandong Provincial Hospital were retrospectively analyzed. This data included clinicopathological information of the patients, such as thyroid function, BRAF V600E mutation, whether complicated with Hashimoto's thyroiditis, and the presence of capsular invasion. Univariate and multivariate logistic regression analyses were performed to assess the risk factors associated with cervical CLNM in patients with PTC. Subsequently, a clinical prediction model was constructed, and prognostic risk factors were identified based on univariate and multivariate Cox regression analyses. Results: Univariate and multivariate analyses identified that age >45 years (P=0.014), body mass index ≥25 (P=0.008), tumor size ≥1 cm (P=0.001), capsular invasion (P=0.001), and the presence of BRAF V600E mutation (P<0.001) were significantly associated with an increased risk of CLNM. Integrating these factors into the nomogram revealed an area-under-the-curve of 0.791 (95% confidence interval 0.735-0.846) and 0.765 (95% confidence interval: 0.677-0.852) for the training and validation sets, respectively, indicating strong discriminative abilities. Subgroup analysis further confirmed that patients with papillary thyroid microcarcinoma and BRAF V600E mutations who underwent therapeutic central compartment neck dissection had significantly better 3-year disease-free survival than those who had prophylactic central compartment neck dissection (P<0.001). Conclusion: The study revealed that age >45 years, body mass index ≥25, tumor size ≥1 cm, BRAF V600E mutation, and capsular invasion are the related risk factors for CLNM in patients with PTC. For patients with clinically nodal-negative (cN0) papillary thyroid microcarcinoma, accurately identifying the BRAF V600E mutation is essential for guiding the central lymph node dissection approach and subsequent treatments.
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