Importantly, however, these analyses revealed that PALB2-associated breast cancers with bi-allelic inactivation differ from non-BRCA1/2/PALB2-associated breast cancers but are similar to BRCA1 and BRCA2 breast cancers with bi-allelic inactivation. This evidence concerns the gene PALB2 and breast cancer.