PER1 and breast carcinoma: Based on TCGA analysis and the defined criteria, we identified ten potential candidate genes of which SPAG6, PER1 and NKX2-6 proved suitable for early breast cancer detection after an initial validation in breast cancer cell lines and a small cryoconserved tissue cohort (Supplementary Figure 1).