This assay helps in predicting treatment outcomes for BC by analyzing pre-treatment concentrations of various protein markers like MMP9, VEGFA, CA9, SDC1, PAI1, APOE, A1AT, ANG, and MMP10 [31]. This evidence concerns the gene SDC1 and breast cancer.