Future studies with larger cohorts and more robust event data are necessary to validate our findings and provide more comprehensive insights into the role of GDF15 as a prognostic biomarker for laryngeal squamous cell carcinoma. The gene discussed is GDF15; the disease is laryngeal squamous cell carcinoma.