ArticleEndocrine2020
Risk stratification for lateral involvement in papillary thyroid carcinoma patients with central lymph node metastasis.
Article in Endocrine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 1 of them a synthesis that pooled it.
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Who cites it
26 citing papers in PubMed, 1 synthesis or guideline pooled it, 33 citations in OpenAlex.
- Precision of predictive nomograms for lymph node metastasis of thyroid cancer from Chinese real-world study: a systematic review and meta-analysis.Frontiers in endocrinology · 2025Pooled it
- Prognostic value of FNA-Tg for local recurrence following lateral neck dissection in papillary thyroid carcinoma.BMC endocrine disorders · 2026Article
- Early prediction of thyroid capsule invasion in papillary microcarcinoma using ultrasound-based deep learning models: a retrospective multicenter study.Insights into imaging · 2025Article
- Article
- Lymph node or lymphoid aggregate? Impact on cancer resection quality, clinical prognosis, and tumor staging.Histology and histopathology · 2025Review
- [Preoperative Evaluation of Cervical Lymph Node Metastasis in Patients With Hashimoto's Thyroiditis Combined With Thyroid Papillary Carcinoma Using Machine Learning and Radiomics-Based Features: A Preliminary Study].Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2024Article
- Association between different regional lymph node metastases of papillary thyroid carcinoma in adolescents and young adults.Oncology letters · 2024Article
- Analysis of risk factors for lateral lymph node metastasis in T1 stage papillary thyroid carcinoma: a retrospective cohort study.Gland surgery · 2024Article
- Killing capacity analysis of tumor-infiltrating cytotoxic lymphocytes and impact on lymph node metastasis in differentiated papillary carcinoma of thyroid with the BRAF V600E mutation.Diagnostic pathology · 2024Article
- The proposed modification of TNM staging and therapeutic strategy for skip metastasis in papillary thyroid carcinoma: A multicenter retrospective cohort study.Cancer medicine · 2023Article
- Accuracy of papillary thyroid cancer prognostic nomograms: a systematic review.Endocrine connections · 2023Article
- Prospective application of a prediction model for lateral lymph node metastasis in papillary thyroid cancer patients with central lymph node metastasis.Frontiers in endocrinology · 2023Article
- Developing and validating a multivariable machine learning model for the preoperative prediction of lateral lymph node metastasis of papillary thyroid cancer.Gland surgery · 2023Article
- Central and lateral neck involvement in papillary thyroid carcinoma patients with or without thyroid capsular invasion: A multi-center analysis.Frontiers in endocrinology · 2023Article
- Risk factors for central lymph node metastasis in patients with papillary thyroid carcinoma: a retrospective study.Frontiers in endocrinology · 2023Article
- Constructing a nomogram based on the distribution of thyroid nodules and suspicious lateral cervical lymph nodes in fine-needle aspiration biopsies to predict metastasis in papillary thyroid carcinoma.Frontiers in endocrinology · 2023Article
- Lateral Involvement in Different Sized Papillary Thyroid Carcinomas Patients with Central Lymph Node Metastasis: A Multi-Center Analysis.Journal of clinical medicine · 2022Article
- Nomograms for the prediction of lateral lymph node metastasis in papillary thyroid carcinoma: Stratification by size.Frontiers in oncology · 2022Article
- Radiomics Analysis of Computed Tomography for Prediction of Thyroid Capsule Invasion in Papillary Thyroid Carcinoma: A Multi-Classifier and Two-Center Study.Frontiers in endocrinology · 2022Article
- Male Gender Is Associated with Lymph Node Metastasis but Not with Recurrence in Papillary Thyroid Carcinoma.International journal of endocrinology · 2022Article
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposeTo effectively predict lateral neck lymph nodes (LLN) metastasis in papillary thyroid carcinoma (PTC) patients with central lymph nodes (CLN) invasion, and devise targeted treatment strategies.
methodsFour hundred and thirty-four PTC patients with CLN metastasis from two medical centers were retrospectively analyzed. A new statistical model was established for predicting LLN involvement in these patients to guide lymph nodes management strategies.
resultsPatients with more than five positive CLN metastasis appeared to have extremely high risk (83.0%) of LLN involvement. For patients with five or less positive CLN invasion, multivariate logistic analyses were applied. Independent risk factors for LLN involvement were determined to be: age over 40, maximum tumor diameter of no less than 1.0 cm, existence of thyroid capsular invasion, and tumor with ipsilateral nodular goiter (iNG). These factors were used to construct a predictive nomogram. The accuracy and validity of our newly built model were verified by C-index 0.761 (95% CI, 0.707-0.815) in development cohort and 0.759 (95% CI, 0.745-0.773) in validation cohort and calibration curve. The patients were stratified into three groups based on their nomogram risk scores. Possible LLN involvement rates for low-risk, moderate-risk, and relatively high-risk subgroups were 8.9%, 22.8%, and 48.2%, respectively.
conclusionsOur newly established model can effectively predict possible LLN metastasis in PTC patients, and a new strategy selection flow chart was created for patients with positive CLN invasion. For patients in high-risk group, prophylactic LLN dissection is recommended, if not, adjuvant radioactive iodine or a closer follow-up scheme should at least be conducted. For those in low-risk group, surgical intervention is unnecessary and regular follow-up is recommended.
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