When comparing the patterns with respect to the BD depression/mixed state classification and the BD mania/depression classification, we found that creatine kinase, lowering of mood, albumin, cholesterol, age, hemoglobin, percentage of monocyte contributed most in both models. Here, ALB is linked to depressive disorder.