Our findings from this functional drug annotation study, together with our previous erlotinib exceptional response associated with MAPK1p.E322K provide multiple levels of evidences, supporting MAPK1-based precision clinical trials using erlotinib in HNSCC settings. Here, MAPK1 is linked to head and neck squamous cell carcinoma.