We focus on the new prognostic and predictive factors CD44, PDL1, and ATG7 in our study of surgical samples of patients with laryngeal squamous cell carcinoma (LSCC) using tissue microarray (TMA). The gene discussed is ATG7; the disease is laryngeal squamous cell carcinoma.