This study is an observational study without any intervention treatment for the subjects. All subjects need to sign the informed consent before screening, and the successful subjects can enter the study. Routine clinical diagnosis and treatment were performed on patients with depression, and the treatment effect of depressive symptoms, neurocognitive function and suicide improvement were evaluated at the 2nd week, 1st, 2nd, 3rd, 6th and 12th months after enrollment, and statistical analysis was conducted. The treatment lasted until the subjects completed the 12th month follow-up or reached any of the withdrawal criteria. This study will clarify the relationship between sEH gene polymorphism and mRNA expression and depression and suicide behavior, and explore the predictive role of soluble epoxide hydrolase sEH in the treatment effect of depression, cognition and suicide improvement during the follow-up study.