Cells expressing these markers in mouse ccRCC were present in the larger macrophage cluster 1 and cells expressing Trem2 and Apoe, but lacking C1q genes, were present in the monocyte/macrophage cluster 2 and the patrolling monocyte cluster 12. Here, APOE is linked to nonpapillary renal cell carcinoma.