Based on the flow profiles of 30 blood samples collected from advanced breast cancer patients at Northwestern University in a prospective study, we found that ICAM1 expression was significantly enriched in CTC clusters compared to that of single CTCs (Fig. 2c and Supplementary Fig. 3d). Here, ICAM1 is linked to breast cancer.