In the spatial analysis, tumour cells proximal to T-cells expressed more immune checkpoint molecules, while tumour cells closer to CD68+ macrophages and PD-L1+ macrophages were more likely to be PD-L1-. The gene discussed is CD274; the disease is neoplasm.