Through COX analysis of prognostic dead and surviving patients, we found that TNM stage, degree of differentiation, lymph node metastasis, miR-18a-5p, and ATM were all independent factors affecting ESCC patients' outcomes (P < 0.001, Table 4). Here, ATM is linked to esophageal squamous cell carcinoma.