As shown in Fig. 2A, the positive detection rate of circulating cancer cells in breast cancer patients was 33.1 (47/142), 38.7 (55/142) and 43.7% (62/142) for the FAM83A, NPY1R and KRT19 genes, respectively. Here, KRT19 is linked to breast cancer.