In conclusion, for the first time, by dividing tumors into hot and cold tumors according to a combination of their immune infiltration and PD-L1 expression, this study proposed an immune-based rather than a tumor-based classification specifically for LUSC. The gene discussed is CD274; the disease is neoplasm.