The breast cancer PRS strongly altered the risk of breast cancer in PALB2 and CHEK2 mutation carriers, substantially increasing the risk of breast cancer in women with a high PRS, and lowering the risk in women with a low PRS. Here, PALB2 is linked to breast cancer.