Taken together, our results suggest that PALB2-associated breast cancers with bi-allelic inactivation are similar to breast cancers with BRCA1 and BRCA2− bi-allelic inactivation in terms of genetic instability and genomic features indicative of HRD. Here, PALB2 is linked to breast carcinoma.