These findings further support the notion that high GNPDA1 expression is linked to poor tumor prognosis.[13] Despite these advancements, current research on the association between GNPDA1 expression and cancer is relatively limited, and no studies have reported the correlation between GNPDA1 and HNSCC. The gene discussed is GNPDA1; the disease is cancer.