Thus, we inferred that the prognostic lncRNAs obtained in this study may participate in the regulation of ESCC through mechanisms involving alternative splicing, DNA mismatch repair, GM-CSF production, the Toll-like receptor signaling pathway, and more. This evidence concerns the gene CSF2 and esophageal squamous cell carcinoma.