MUC16 and neoplasm: Using complete cases, in terms of CA125 or other predictors, might lead to underestimation of AUC because missing values tend to be associated with the examiner's subjective impression that the tumour is benign.84 Complete case analysis would then tend to exclude clearly benign tumours, which would make the sample more homogeneous and reduce the AUC.