Prognosis-related IRGs were then explored by univariate cox regression analysis and correction of clinical factors, AQP9, CXCL11, IGHV4.31, PDGFA and ZAP70 were significantly correlated to laryngeal cancer prognosis (Table 1). The gene discussed is PDGFA; the disease is laryngeal carcinoma.