No significant differences were found in the expression of COL3A1, PLAU, and SPP1 across the N and M stages, indicating that these genes’ expression levels do not significantly vary with lymph node involvement or distant metastasis in esophageal cancer (p > 0.05 for all comparisons, Figure 5D,E). Here, PLAU is linked to esophageal cancer.