ESR1 and breast cancer: Although many of the SNPs identified for breast cancer through GWAS scans have been found to be more strongly associated with ER-positive disease than ER-negative disease [21,22], there is no quantitative assessment on whether breast cancers of the two different ER subtypes share a polygenic component.