An 8-biomarker panel (ANG, APOE, CA-9, IL-8, MMP-9, MMP-10, PAI-1, and VEGF) achieved the most accurate BC diagnosis with a sensitivity of 92% and a specificity of 97%. The gene discussed is MMP10; the disease is breast cancer.