Construction and validation of a risk-scoring model to predict lymph node metastasis in T1b–T2 esophageal cancer
Background Lymph node status is an important factor in determining preoperative treatment strategies for stage T1b–T2 esophageal cancer (EC). Thus, the aim of this study was to investigate the risk factors for lymph node metastasis (LNM) in T1b–T2 EC and to establish and validate a risk-scoring mode...
Gespeichert in:
Veröffentlicht in: | Surgical endoscopy 2024-02, Vol.38 (2), p.640-647 |
---|---|
Hauptverfasser: | , , , , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | Background
Lymph node status is an important factor in determining preoperative treatment strategies for stage T1b–T2 esophageal cancer (EC). Thus, the aim of this study was to investigate the risk factors for lymph node metastasis (LNM) in T1b–T2 EC and to establish and validate a risk-scoring model to guide the selection of optimal treatment options.
Methods
Patients who underwent upfront surgery for pT1b–T2 EC between January 2016 and December 2022 were analyzed. On the basis of the independent risk factors determined by multivariate logistic regression analysis, a risk-scoring model for the prediction of LNM was constructed and then validated. The area under the receiver operating characteristic curve (AUC) was used to assess the discriminant ability of the model.
Results
The incidence of LNM was 33.5% (214/638) in our cohort, 33.4% (169/506) in the primary cohort and 34.1% (45/132) in the validation cohort. Multivariate analysis confirmed that primary site, tumor grade, tumor size, depth, and lymphovascular invasion were independent risk factors for LNM (all P |
---|---|
ISSN: | 0930-2794 1432-2218 |
DOI: | 10.1007/s00464-023-10565-1 |