We revealed that hepatic infiltrating Th1, Th2, Th17, and ICOS+Treg cells were significantly increased in BA patients compared to controls and were negatively associated with prognosis, while high infiltrating ICOS−Tregs showed a favorable outcome. The gene discussed is ICOS; the disease is breast angiosarcoma.