For example, we identified ATM to be associated with 9 cancer pairs with a posterior probability > 0.8 (involving bowel, lung, and esophageal cancer in addition to breast, prostate, ovary, and pancreas), while it was only associated with breast cancer by Backman et al.16 This evidence concerns the gene ATM and breast carcinoma.