While the elevated PRS distribution followed the breast cancer incidence distribution with highest rates in the early-settlement region in South-Western Finland, the allele frequencies for the PALB2 and CHEK2 mutations were highest in the late-settlement region in Eastern Finland. This evidence concerns the gene PALB2 and breast carcinoma.