By mining datasets from the GEO database, this study screened and validated the upregulated genes IFIT3 and IFI35 in ESCC, subsequently performing functional enrichment analysis, infiltration investigation, and drug prediction. Here, IFI35 is linked to esophageal squamous cell carcinoma.