Figures & data
Table 1 Results of Principal Component (PC) Analyses and Construction of Adverse Childhood Experiences (ACEs) and Negative Life Event (NLE) Principal Components (PCs)
Table 2 Demographic and Clinical Data of Patients with Major Depression (MDD) with High versus Low Adverse Childhood Experiences (ACEs), and Healthy Controls (HC)
Table 3 Clinical Features of Patients with Major Depression (MDD) with High versus Low Adverse Childhood Experiences (ACEs) and Healthy Controls (HC)
Table 4 Correlation Matrix Between Adverse Childhood Experiences (ACEs) and Negative Life Events (NLEs) and Other Clinical Features of Depression
Table 5 Results of Multiple Regression Analyses with Current Phenome, Suicidal Behaviors and Neurocognition as Dependent Variables and Adverse Childhood Experiences (ACEs) and Negative Life Events (NLEs) as Input Variables
Figure 1 Partial regression of the current phenome score on principal component of negative life events in self-subcategories (after controlling for the effects of age, sex, number of education years, and current smoking).
![Figure 1 Partial regression of the current phenome score on principal component of negative life events in self-subcategories (after controlling for the effects of age, sex, number of education years, and current smoking).](/cms/asset/b429a402-56ff-492c-a1cd-0028cf3edfcd/dprb_a_12303141_f0001_c.jpg)
Figure 2 Partial regression of current suicide behaviors (SB) on principal component of adverse childhood experiences in neglect-subcategories (after controlling for the effects of age, sex, number of education years, and current smoking).
![Figure 2 Partial regression of current suicide behaviors (SB) on principal component of adverse childhood experiences in neglect-subcategories (after controlling for the effects of age, sex, number of education years, and current smoking).](/cms/asset/5ec03806-745f-4f4a-bd68-58c1692f8e03/dprb_a_12303141_f0002_c.jpg)
Figure 3 Results of PLS analysis. The significant pathways are presented, including the path coefficients (along with their exact p values) of the inner model and the loadings (with p values) of the outer model. One factor was extracted from the subcategories in adverse childhood experiences (ACEs), such as abuse, neglect, and family dysfunction. Sexual abuse was included as a single indicator (denoted as +). Negative life events (NLEs), the depression phenome, and cognition were entered as latent vectors extracted from their manifestations. Figures in blue circles indicate explained variances. Shown are path coefficients (with p values) and factor loadings (with p values). “Abuse” reflects the emotional and physical abuse subcategories of ACEs; “Neglect” reflects the emotional and physical neglect subcategories of ACEs; “Family” reflects household dysfunction, including domestic violence, mental illness in the household, and parental divorce subcategories of ACEs; “Self” reflects NLEs self-subcategories, such as hassles in health issues and insufficient money; “Academic” reflects NLEs academic-subcategories, such as hassles in academic course, course interest, and limitation in academic ability; “Relationship” reflects NLEs relationship-subcategories, such as hassles with friends, parents, relatives, and other students.
![Figure 3 Results of PLS analysis. The significant pathways are presented, including the path coefficients (along with their exact p values) of the inner model and the loadings (with p values) of the outer model. One factor was extracted from the subcategories in adverse childhood experiences (ACEs), such as abuse, neglect, and family dysfunction. Sexual abuse was included as a single indicator (denoted as +). Negative life events (NLEs), the depression phenome, and cognition were entered as latent vectors extracted from their manifestations. Figures in blue circles indicate explained variances. Shown are path coefficients (with p values) and factor loadings (with p values). “Abuse” reflects the emotional and physical abuse subcategories of ACEs; “Neglect” reflects the emotional and physical neglect subcategories of ACEs; “Family” reflects household dysfunction, including domestic violence, mental illness in the household, and parental divorce subcategories of ACEs; “Self” reflects NLEs self-subcategories, such as hassles in health issues and insufficient money; “Academic” reflects NLEs academic-subcategories, such as hassles in academic course, course interest, and limitation in academic ability; “Relationship” reflects NLEs relationship-subcategories, such as hassles with friends, parents, relatives, and other students.](/cms/asset/dffb56d6-208c-44ee-89b3-b00612156dc8/dprb_a_12303141_f0003_c.jpg)
Data Sharing Statement
The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.