Research findings point to a strong correlation between GNPDA1 expression and multiple ICP genes, notably CD276, which is a key immunosuppressive gene associated with poor prognosis in HNSCC. The gene discussed is GNPDA1; the disease is head and neck squamous cell carcinoma.