Composite indices were generated to quantify immune suppression (PD-L1, PD-1, LAG3, FOXP3, IDO, CD68), CAF activation (SMA, Vimentin), endothelial activation (CD31), and tumor proliferation (Ki67). Here, MKI67 is linked to neoplasm.