Overall, the biomarkers notably constitute genes that participate in breast cancer related pathways (e.g. marker genes involved in estrogen receptor pathway) and genes that were previously implicated in other cancer types (e.g. GSTP1, FLT1, see Table 8). Here, ESR1 is linked to breast carcinoma.