Applying this approach to a breast cancer GWAS from the Nurses’ Health Study generated 9212 modules. They focused on the top 1% of modules for further analysis, which included 166 genes in a merged breast cancer subnetwork. As expected, some of these genes were highly associated with breast cancer, while others were weakly associated genes that were linked to strongly associated genes in the network.