Here we describe haplotypes, LD structure and potential tSNPs in five DNA repair breast cancer susceptibility genes: ATM, MRE11A, NBS1, RAD50, and XRCC4. We used a matrix decomposition algorithm based on a method of principal components analysis[13]; this method does not require SNPs to be in contiguous block structure. This evidence concerns the gene ATM and breast carcinoma.