ArticleCancer research and treatment2020
Nomogram for Predicting Central Lymph Node Metastasis in Papillary Thyroid Cancer: A Retrospective Cohort Study of Two Clinical Centers.
Article in Cancer research and treatment, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers, 1 of them a synthesis that pooled it.
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43 citing papers in PubMed, 1 synthesis or guideline pooled it, 50 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
- Article
- Enhancing Node-RADS for preoperative assessment of cervical lymph node metastases in papillary thyroid carcinoma: validation and modification.European radiology · 2026Article
- Early prediction of thyroid capsule invasion in papillary microcarcinoma using ultrasound-based deep learning models: a retrospective multicenter study.Insights into imaging · 2025Article
- Postoperative nomogram for predicting involved lymph node in differentiated thyroid carcinoma: an observational study.Future oncology (London, England) · 2025Observational
- Pretreatment level of circulating tumor cells is associated with lymph node metastasis in papillary thyroid carcinoma patients with ≤ 55 years old.World journal of surgical oncology · 2025Article
- Article
- Article
- Nomogram to predict central lymph node metastasis in papillary thyroid carcinoma.Clinical & experimental metastasis · 2024Article
- Predicting central lymph node metastasis in papillary thyroid cancer: A nomogram based on clinical, ultrasound and contrast‑enhanced computed tomography characteristics.Oncology letters · 2024Article
- A nomogram for enhanced risk stratification for predicting cervical lymph node metastasis in papillary thyroid carcinoma patients.Discover oncology · 2024Article
- Characteristics and risk factors of cervical lymph node metastasis in cN0 papillary thyroid microcarcinoma of the isthmus.Updates in surgery · 2024Article
- Association between different regional lymph node metastases of papillary thyroid carcinoma in adolescents and young adults.Oncology letters · 2024Article
- Papillary thyroid microcarcinoma with and without nodal metastasis: A comparative analysis.Saudi medical journal · 2024Article
- Risk nomogram for papillary thyroid microcarcinoma with central lymph node metastasis and postoperative thyroid function follow-up.Frontiers in endocrinology · 2024Article
- Development and validation of nomograms for predicting the risk of central lymph node metastasis of solitary papillary thyroid carcinoma of the isthmus.Journal of cancer research and clinical oncology · 2023Article
- Artificial intelligence-based prediction of cervical lymph node metastasis in papillary thyroid cancer with CT.European radiology · 2023Article
- Accuracy of papillary thyroid cancer prognostic nomograms: a systematic review.Endocrine connections · 2023Article
- An integrated nomogram combining deep learning, clinical characteristics and ultrasound features for predicting central lymph node metastasis in papillary thyroid cancer: A multicenter study.Frontiers in endocrinology · 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
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
Abstract
purposeCentral lymph node metastasis (CNM) are highly prevalent but hard to detect preoperatively in papillary thyroid carcinoma (PTC) patients, while the significance of prophylactic compartment central lymph node dissection (CLND) remains controversial as a treatment option. We aim to establish a nomogram assessing risks of CNM in PTC patients, and explore whether prophylactic CLND should be recommended. MATERIALS AND
methodsOne thousand four hundred thirty-eight patients from two clinical centers that underwent thyroidectomy with CLND for PTC within the period 2016-2019 were retrospectively analyzed. Univariate and multivariate analysis were performed to examine risk factors associated with CNM. A nomogram for predicting CNM was established, thereafter internally and externally validated.
resultsSeven variables were found to be significantly associated with CNM and were used to construct the model. These were as follows: thyroid capsular invasion, multifocality, creatinine > 70 μmol/L, age < 40, tumor size > 1 cm, body mass index < 22, and carcinoembryonic antigen > 1 ng/mL. The nomogram had good discrimination with a concordance index of 0.854 (95% confidence interval [CI], 0.843 to 0.867), supported by an external validation point estimate of 0.825 (95% CI, 0.793 to 0.857). A decision curve analysis was made to evaluate nomogram and ultrasonography for predicting CNM.
conclusionA validated nomogram utilizing readily available preoperative variables was developed to predict the probability of central lymph node metastases in patients presenting with PTC. This nomogram may help surgeons make appropriate surgical decisions in the management of PTC, especially in terms of whether prophylactic CLND is warranted.
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