In light of this research gap, we have successfully developed a pioneering prognostic signature for esophageal squamous cell carcinoma (ESCC) utilizing four carefully selected Pyroptosis-Related Genes (PRGs). The gene discussed is GART; the disease is esophageal squamous cell carcinoma.