According to Feigelson et al., areas of the genome that may contain risk alleles for breast cancer are marked by tagging SNPs in HSD11B1 and IRS2, and these relationships are likely independent of obesity (30). This evidence concerns the gene IRS2 and obesity due to melanocortin 4 receptor deficiency.