The ARNTL-related pathways in ESCC were analyzed through GSEA, indicating that ARNTL was associated with DNA replication (NES = 3.234, p < .01) and apoptosis (NES = 1.714, p < .01; Figure 1c,d). This evidence concerns the gene BMAL1 and esophageal squamous cell carcinoma.