ArticleGland surgery2025
Nomograms for predicting cervical central lymph node metastases and high-volume cervical central lymph node metastases in papillary thyroid carcinoma.
Article in Gland surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
4 citing papers in PubMed.
- Article
- Surgical Optimization in Preoperatively Low-risk cN1a PTC: A Predictive Model for High-Volume Central Lymph Node Metastasis.Annals of surgical oncology · 2026Article
- Clinicopathological predictors of central lymph node metastasis in clinically node-negative papillary thyroid carcinoma: a retrospective cohort analysis.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
- Development and validation of deep learning models for qualitative classification of benign and malignant enlarged cervical lymph nodes based on ultrasound images.Gland surgery · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Cervical central lymph node metastasis (CLNM) is a known risk factor for recurrent thyroid cancer (TC), and cervical high-volume central lymph node metastases (HVCLNM) are associated with higher recurrence rates and shorter disease-specific survival. The status of CLNM is critical in determining surgical strategies for papillary thyroid carcinoma (PTC). We developed two separate nomograms to predict the probability of CLNM and HVCLNM. Methods: We retrospectively analyzed 590 PTC patients who underwent total thyroidectomy or lobectomy with central lymph node dissection (CLND) between January 2020 and May 2023. Univariate and multivariate analyses were conducted to identify risk factors associated with CLNM and HVCLNM. The nomograms were internally validated using bootstrapping and evaluated on a temporal validation cohort. Results: Between January 2020 and May 2023, 1,019 patients were screened, 590 (57.9%) were eligible, and they were divided into development (n=353) and validation (n=237) cohorts. HVCLNM was present in 41 patients (11.6%). The variables with the strongest predictive value for CLNM were younger age (P<0.001), male sex (P=0.045), tumor size (P<0.001), and tumor multifocality (P=0.001). The strongest predictors for HVCLNM were younger age (P=0.001), tumor size (P<0.001), bilateral lesions (P=0.005), and preoperative serum thyroid peroxidase antibody (TPOAb) ≤14.95 IU/mL (P=0.01). The area under the curve (AUC) for the CLNM model was 0.75, with similar results achieved in internal validation (0.74) and external validation (0.68). The AUC for the HVCLNM model was 0.80, with similar values in internal validation (0.79) and external validation (0.79). Both models demonstrated good calibration, with predictions closely aligning with observed outcomes. Conclusions: Based on the quantified risk stratification offered by our nomograms, clinicians can engage in comprehensive preoperative discussions with PTC patients. Prophylactic CLND and strict postoperative evaluation may be recommended for patients with high nomogram scores.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.