Background
According to the Diagnostic and Statistical Manual, autism spectrum disorder (ASD) and schizophrenia spectrum disorder (SPD) are categorized into two different neuronal development disorders. However, studies found overlap between ASD and SPD, including accompanying depression symptoms [
1,
2]. Depression has been reported as the highest comorbid symptoms with ASD [
3]. Matson et al. [3] reported that 30% of those diagnosed with ASD are also diagnosed with depression [
4]. Onwuameze et al. [
2] reported rates of depression that ranged from 18%–41% in the different assessment periods for SPD. Prior research has shown that ASD and SPD are both correlated with dysregulation of the hypothalamic-pituitary-adrenal (HPA) axis, which may also be linked to depression [
5,
6]. Additionally, some genes associated with an increased risk of SPD and APD also increase the risk of suffering from depression. For example, MTHFR gene C667T polymorphism increases the risk of autism [
7] and also increases the risk of depression [
8]. Similarly, the COMT gene rs4680 increases the risk of SPD [
9] and also increases the risk of depression [
10].
Recent research found that autistic personality traits (APT) and schizotypal personality traits (SPT) not only exist in ASD and SPD but also as subclinical psychiatric symptoms in the general population. APT are characterized by social and communication issues as well as restricted, repetitive and stereotyped patterns of behavior, interests and activities [
11]. SPT include magical thinking, odd or bizarre behavior, and abnormal perceptual experiences and are considered one of the possible traits of a latent vulnerability to psychosis (schizotypy traits) [
12].
Research has shown an overlap between APT and SPT [
13] and found that significant positive correlations exist between APT/SPT and depression symptoms [
14‐
16]. However, the confounding factors between APT/SPT and depression have not yet been identified. Therefore, the current study focused on the influence of several factors to better understand the association between APT/SPT and depression.
Childhood neglect includes both emotional and physical neglect by guardians, causing harm to a child’s health and/or development [
17]. The prevalence of childhood neglect is greater than any other childhood maltreatment [
18]. Neglect not only causes economic losses [
19], but also increases the risk of criminality [
20] and psychiatric illnesses such as depression [
21]. Moreover, one study found that depression severity in orphans is related more strongly to neglect than abuse [
22]. Interestingly, MRI studies have found that childhood neglect is associated with reduced brain volume in the regions of the brain responsible for memory function [
23].
The risk of childhood abuse and neglect is greater among children and adolescents with disabilities [
24‐
26]. Since APT and SPT are often diagnosed in childhood [
27,
28], individuals with APT and SPT may experience more childhood neglect compared to healthy individuals due to communication problems and limited social skills [
11]. In fact, research has found an association between childhood neglect and SPT. For example, Berenbaum et al. [
29] found that neglect was most strongly associated with schizotypal symptoms among different forms of childhood maltreatment. However, to date, no studies have found an association between neglect and APT. According to a study by Sullivan et al. [
25], people diagnosed with ASDs are at an increased risk of childhood neglect. Therefore, it is likely that there is an increased risk of neglect in participants with APT.
Based on the prior research described above, we formulated three hypotheses: (1) that a strong link would exist between APT/SPT and neglect, (2) that of all childhood maltreatments, childhood neglect would be the strongest predicting factor for depression and (3) that childhood neglect would be a mediating factor between APT/SPT and depression.
Discussion
In this study we explored factors that impact the relationship between APT/SPT and depression in a large sample of college students. To our knowledge, this is the first study to examine childhood neglect as a mediating factor. The results will add to the current understanding of the relationship between APT/SPT and depression.
The current study found that APT and SPT are independent predictors of depression symptoms, which is in agreement with previous literature. For example, Fonseca-Pedrero et al. [
14] found that SPT and subclinical depressive symptoms were highly overlapping phenomena among the nonclinical adolescent population. Shi et al. [
43] found that participants with higher SPQ scores (≥36) also scored higher on depressive symptoms compared to those with low SPQ scores (≤10). Xu et al. [
44] found that APT also positively predicted depression symptoms.
Additionally, in adult patients with mood disorders, Matsuo et al. [
45] found that APT were associated with depression symptom severity. As participants with autistic traits cannot easily adapt to the changing environment, they are perhaps more vulnerable to depression symptoms [
46]. For participants with schizotypal traits, many prior studies have found that positive and negative SPT symptoms increase depression symptoms [
14]. Moreover, SPT can play a detrimental role in cognitive function [
47], thus leading to an increased depression [
48].
HPA-axis dysregulation has previously been reported in clinical patients with SPD and APD [
5,
6]. A dysregulation of the HPA-axis can lead to a cortisol abnormality [
6], which can in turn increase depression [
6]. Therefore, the underlying cause of depression symptoms associated with APT and SPT may be similar.
From a genetic perspective, Gong et al. [
49] reported that HTR2A gene T102C polymorphism is associated with autistic-like behavior in healthy individuals; Jokela et al. [
50] also found that HTR2A gene T102C polymorphism may affect depression symptoms through gene-environment interactions. It is therefore possible that APT and depression symptoms may have a common underlying genetic cause. Similarly, COMT Val158Met significantly influences schizotypal trait scores among healthy people [
51] and plays a role in the susceptibility to depressive symptoms among postmenopausal women [
52].
Consistent with our hypothesis stated earlier in this paper and in previous research, among all childhood maltreatments, neglect was the strongest predictor for depressive symptoms. Hermenau et al. [
22] found that in a sample of orphans the experience of neglect (but not abuse) was correlated with depression severity. A recent meta-analysis also reported that neglect is a stronger predictor of depression than either sexual or physical abuse [
53].
Interestingly, recent research found that neglect (as an childhood stress) can affect gene expression, DNA transcription and translation [
54,
55], which may in turn affect some genes related to depression, as described earlier.
After controlling for neglect, the relationships between APT/SPT and depression remained significant thus indicating that neglect does not account for these relationships. However, upon further analysis, we found that childhood neglect mediated the relationship between SPT and depression.
To our knowledge, this is the first report demonstrating how the link between SPT and depression is mediated by neglect. In agreement with previous research [
29], the current study found that SPT were positively correlated with childhood neglect. In fact, it has previously been shown that a variety of disabilities may increase the susceptibility of childhood abuse and neglect [
24,
26]. In addition, these results also suggest that the incidence of neglect must be factored into the treatment of children with SPT.
Childhood neglect can increase depression [
56]. While our findings may give some insight into the relationship between SPT and depression, other factors such as heredity and the interaction between environment and heredity should be further explored [
57‐
59].
Although there was a trend for APT to be positively correlated with neglect in the correlational analysis, there was no relationship between APT and neglect in the mediation analysis. One possible explanation for this discrepancy is the difference in statistical methods. The correlation analysis (a single factor analysis) was relatively unstable compared to mediation analysis.
While the current study provides significant insight into the relationships between ATP/SPT and depression, there are some limitations that must be considered. First, whether the results of the current study are applicable to a clinical population is unknown, since all participants were healthy college students. Thus, future research should include clinically diagnosed SPD and ASD patients.
Second, the current study only explored childhood mental factors affecting the relationships between APT/SPT and depression. Future studies should include genetic effects on the relationships between APT/SPT and depression [
10] as well as the effects of the interaction between genetics and environment.
Third, since the participants were from medical and general colleges that tend to have more female than male students, there was a large discrepancy between the number of male and female participants in the current study.
Fourth, data were collected through self-report questionnaires, which are prone to bias since participants wish to provide socially desirable responses. Specifically, recall bias is inherent to questions on the CTQ relating to the recall of childhood traumas.
Fifth, the Zung self-rating depression scale is well-validated in the measurement of depression symptoms [
37]. However, the validity of the questionnaire in the measurement of depression trait is unclear. Therefore, future research should use a depression trait scale to further explore the association between ATP/SPT and depression.
Sixth, SPT and depression can confound one another. For example, anhedonia-like characteristics are shared between SPT and depression and as such these factors are difficult to dissociate.
Seventh, this study is a cross-section study, and therefore, causal relationships can not be determined.
Eighth, relational data, such as general psychopathology in the family, which may increase risk for general psychopathology were not gathered in the current study. In future studies, we will further test the mediating effects of neglect in the relationship between SPT and depression controlling for psychopathology in the family.
Lastly, although CTQ is a commonly accepted scale for assessing childhood abuse and neglect [
35], some recent studies have found that CTQ may lack structural invariance in cross-cultural adaptations [
60].