AKT1 and neoplasm: Although our study did not directly explore the stimulatory factors that drive GDF-15 expression, it still innovatively explored how GDF15 affects tumor cell oxidative stress in HNSCC through the PI3K/AKT/STAT3 pathway, providing a new perspective for understanding the biological significance of GDF15 in this context.