Although insignificant at the GWAS level, one SNP in the DIO1 gene has been associated with both free T4 and breast cancer [20], suggesting the role of deiodinase activity in the association between thyroid function and breast cancer [57]. This evidence concerns the gene DIO1 and breast cancer.