Meanwhile, with the use of spatialGE, the tumor regions in lung cancer could be distinguished, and the immune phenotypes of lung cancer tissues with high or low PD-L1 expression could be visualized using barcode-based SRT (Additional file 1: Fig. S21d, e). Here, CD274 is linked to neoplasm.