Furthermore, an integration of data from multiple databases highlighted GABPB1, CDK4, ADNP, and APH1A as genes significantly linked to GNPDA1 expression in HNSCC (Fig. 5B). Here, GABPB1 is linked to head and neck squamous cell carcinoma.