The EGFR/STAT3 signaling axis was further prioritized for experimental validation due to its established critical role in HNSCC oncogenesis and its central positioning within the network topology, providing a rational and efficient framework for mechanistic investigation. This evidence concerns the gene STAT3 and head and neck squamous cell carcinoma.