While previously identified spatial biomarkers rely on pairwise distances (e.g., PD-1+ T cells and PD-L1+ tumor cells)47,74,75, the SpatialScore accounts for the interactions between three functionally distinct cell types. The gene discussed is PDCD1; the disease is neoplasm.