MUC16 and neoplasm: To determine which biological features are important for diagnostic accuracy, we tested the ability of our microbial feature selection to diagnose OC and compared it against the currently used biological markers (age, BMI, serum CA-125/HE4 tumor marker levels) and also CA-125/HE4 tumor marker levels from the peritoneal fluid as our baseline models.