We further screened the activated ligand-receptor pairs between ductal cells and these two stroma-cell types and defined several cancer-associated pairs, such as EGFR/TGFB1, ANXA1/FPR3, EREG/EGFR, and ICAM1/AREG (Figure 11B-E). The gene discussed is ICAM1; the disease is cancer.