Based on initial tumor biomarker expression, the following ROC curves were found: Raw CD31 had an AUC of 0.7278 with a SE of 0.05965 and 95% confidence interval between 0.6108 to 0.8447 (p < 0.001). The gene discussed is PECAM1; the disease is neoplasm.