Following prespecified study design and methodology adhering to REMARK criteria on both training and validation cohorts43, we demonstrate, using large cohorts of clinically-annotated breast cancer cases, that IHC expression of DNA-PKcs is associated with the basal-like subtype, high-risk clinicopathological factors, and poor prognosis. This evidence concerns the gene PRKDC and breast cancer.