To explore the role of the tRF-24-CELF1 axis in ESCC tumorigenesis through alternative splicing regulation, we performed RNA sequencing (RNA-seq) analysis of KYSE150 cells with tRF-24 or CELF1 overexpression, as well as negative control. This evidence concerns the gene CELF1 and esophageal squamous cell carcinoma.