In fact, our RF model showed that the top features to predict clinical outcome were close spatial interaction of tumor cells and PD-L1+ macrophages for a good clinical outcome and close spatial interaction of macrophages and T cells for a poor patient outcome. The gene discussed is CD274; the disease is neoplasm.