The example of between gene interaction is based on the observation that rare variants within the CHEK2 gene increase risk of breast cancer in the absence of BRCA1 and BRCA2 mutations, but because of a shared pathway, the same CHEK2 variants in the presence of high risk BRCA variants do not further increase risk [14], [24], [25]. The gene discussed is CHEK2; the disease is breast cancer.