In mice, while only a small fraction of BM HSPCs expressed GM-CSF, IL-6, or TNF-α, approximately 40% of splenic LSK cells, both in tumor-free and orthotopic hepatoma-bearing mice, expressed TNF-α, suggesting niche-dependent functional heterogeneity. Here, CSF2 is linked to hepatocellular carcinoma.