A four-way interaction found that between rs406113 on the GPX6 gene, rs974334 on the GPX6 gene, rs1052133 on the OGG1 gene and rs2284659 on the SOD3 gene predicts breast cancer with a testing balance accuracy of 0.5267. The gene discussed is SOD3; the disease is breast carcinoma.