PALB2 and breast carcinoma: The density of a woman’s breast tissue also affects her risk of breast cancer, with those with denser breasts at higher risk.2 Genetic factors also play a role, with pathological variants in several moderate- to high-risk genes including BRCA1, BRCA2, and PALB2 substantially increasing a woman’s risk of breast cancer.