In this study, we assessed the capacity of MMP1, one of the most relevant markers, to detect HNSCC tumor cells in saliva cells; this provided information on its utility as a non invasive diagnostic marker. The gene discussed is MMP1; the disease is head and neck squamous cell carcinoma.