SOD with a cut-off value of <21.2 had 56.67% sensitivity and 86.67% specificity to predict multiple myeloma but also the lowest area under the ROC curve (AUC: 0.760, 95% CI: 0.639–0.881, p = 0.001). The gene discussed is SOD1; the disease is AL amyloidosis.