Development and validation of nomogram models for predicting postoperative prognosis of early-stage laryngeal squamous cell carcinoma

Curr Probl Cancer. 2024 Apr:49:101079. doi: 10.1016/j.currproblcancer.2024.101079. Epub 2024 Mar 15.

Abstract

Background: We aimed to investigate the postoperative prognosis in patients with early-stage laryngeal squamous cell carcinoma (LSCC) in association with the preoperative blood markers and clinicopathological characteristics and to develop nomograms for individual risk prediction.

Methods: The clinical data of 353 patients with confirmed early-stage LSCC between 2009 and 2018 were retrospectively retrieved from the First Affiliated Hospital with Nanjing Medical University. All patients were randomly divided into the training and testing groups in a 7:3 ratio. Univariate and multivariate analyses were performed, followed by the construction of nomograms to predict recurrence-free survival (RFS) and overall survival (OS). Finally, the nomograms were verified internally, and the predictive capability of the nomograms was evaluated and compared with that of tumour T staging.

Results: Univariate and multivariate analyses identified platelet counts (PLT), fibrinogen (FIB), and platelet to lymphocyte ratio (PLR) were independent factors for RFS, and FIB, systemic immune-inflammation index (SII), and haemoglobin (HGB) were independent prognostic factors for OS. The nomograms showed higher predictive C-indexes than T staging. Furthermore, decision curve analysis (DCA) revealed that the net benefit of the nomograms' calculation model was superior to that of T staging.

Conclusions: We established and validated nomograms to predict postoperative 1-, 3- and 5-year RFS and OS in patients with early-stage LSCC based on significant blood markers and clinicopathological characteristics. These models might help clinicians make personalized treatment decisions.

Keywords: Early-Stage laryngeal squamous cell carcinoma; Nomogram; Overall survival; Prognosis; Recurrence-free survival.

Publication types

  • Research Support, Non-U.S. Gov't
  • Validation Study

MeSH terms

  • Adult
  • Aged
  • Biomarkers, Tumor / blood
  • Female
  • Follow-Up Studies
  • Humans
  • Laryngeal Neoplasms* / blood
  • Laryngeal Neoplasms* / mortality
  • Laryngeal Neoplasms* / pathology
  • Laryngeal Neoplasms* / surgery
  • Male
  • Middle Aged
  • Neoplasm Staging
  • Nomograms*
  • Prognosis
  • Retrospective Studies
  • Squamous Cell Carcinoma of Head and Neck / blood
  • Squamous Cell Carcinoma of Head and Neck / mortality
  • Squamous Cell Carcinoma of Head and Neck / pathology
  • Squamous Cell Carcinoma of Head and Neck / surgery
  • Survival Rate

Substances

  • Biomarkers, Tumor