SNHG1 and esophageal squamous cell carcinoma: Among them, SNHG1 has been previously implicated in tumor proliferation and metastasis, particularly in esophageal squamous cell carcinoma and gastric cancer, where it exerts oncogenic effects through pathways such as PI3 K/AKT or Wnt/β-catenin [27].