This study aims to quantitatively assess the content and spatial interaction of key immune suppression components (e.g. PD-1 & LAG3 for T cell exhaustion, PD-1/L1 interaction) in tumor micro- environment, and their predictive values to anti-PD-1 treatment. The gene discussed is PDCD1; the disease is neoplasm.