MUC16 and ovarian carcinoma: Cancer antigen 125 (CA-125) clearly illustrates this problem; the sensitivity and specificity of CA-125 for ovarian cancer could be set close to ~100%, but, owing to the low prevalence of ovarian cancer, the PPV of CA-125 for ovarian cancer is only 4%.