Tavernari et al. demonstrated on the spatial scale that regions of solid LUADs exhibited a geographic signature of immune exclusion, i.e., immune infiltration was significantly declined from the immune-enriched tumor margins toward the tumor core, whereas suppressive immune markers such as FOXP3, TIM3 and CTLA4 were distinctively elevated [10]. Here, CTLA4 is linked to neoplasm.