DAOA and schizophrenia: In conclusion, we created an ensemble boosting predictive framework with random undersampling for estimating schizophrenia disease status in Taiwanese subjects by using DAO and G72 protein datasets in the NMDAR pathway as well as by using melatonin dataset in the tryptophan catabolic pathway.