The Human Protein Atlas database confirmed in both lung adenocarcinoma (p = 0.0017) and lung cancers, including both squamous cell cancer and adenocarcinoma (p = 0.00274), high TM4SF1 expression was associated with poor patient survival)(Fig. 1a). Here, TM4SF1 is linked to squamous cell carcinoma.