We have identified four mouse myeloid subpopulations that highly correlate with breast cancer metastasis to lung, including Tppp3+ monocytes, Isg15+ macrophages, Ifit3+ neutrophils, and Il12b+ DCs. The gene discussed is ISG15; the disease is breast carcinoma.