A prediction test based on kNN-LOOCV showed that the prediction accuracy of CD133+ and CD133- were 100% and < 50% for cell lines and primary GC cases, respectively suggesting that the expression profiles of primary GCs may not discriminate the IHC-based CD133 positivity. The gene discussed is PROM1; the disease is gastric cancer.