This prospective study aimed to assess its efficacy and adverse event for Checkpoint Inhibitors with or without chemotherapy in clincial practice. Several cohorts were devided including pathological type, treatment line, treatment regiems, combination strategies. Tissue samples were collected with permission of patients for TME evaluation.