Abstract
The aim of this study was to examine the association between adverse childhood experiences (ACEs) and risk for depression among 480 predominantly low-income Hispanic/Latina women in the Maternal and Development Risks from Environmental and Social Stressors pregnancy cohort. Models were fitted to evaluate associations between ACEs and prenatal probable depression measured by the Center for Epidemiologic Studies-Depression Scale adjusting for recruitment site, age, income, race/ethnicity, marital status, and parity. The ACEs questionnaire parameterized experiences as counts (0–10), categories (0, 1–3, and 4+ ACEs), and domains. Participants had a significantly higher likelihood of prenatal probable depression per unit increase in ACEs count or if they reported 4+ ACEs relative to 0 ACEs. Higher likelihood of probable depression was also associated with higher counts of each ACEs domains: abuse, neglect, and household dysfunction. Findings suggest systematic screening for depressive symptoms in those with a history of childhood adversities may be important in prenatal care practice.
Keywords: prenatal depression, adverse childhood experiences, abuse, neglect, household dysfunction, Hispanic/Latinas
Introduction
Prenatal depression is a major public health concern. The prevalence of prenatal depression among U.S. women 18 years or older is between 10% and 15% (Gavin et al., 2005). Experiencing depression during pregnancy has been associated with adverse maternal, as well as child mental and physical health outcomes. Mothers who experience prenatal depression are considered at higher risk for anxiety, postpartum depression, and even suicide (Howard & Khalifeh, 2020; Norhayati et al., 2015). The children of mothers who experience prenatal depression are placed at a higher risk for negative cognitive, emotional, and physical consequences (Benatar et al., 2020; Bergman et al., 2007; Field, 2011).
There are several factors associated with the risk of prenatal depression including maternal anxiety, life stress, insurance status, socioeconomic status, race/ethnicity, and cohabitation status (Lancaster et al., 2010). Emerging studies indicate that adverse childhood experiences (ACEs) may maintain or increase the predisposition to antenatal depression (Angerud et al., 2018; Atzl et al., 2019; Racine et al., 2021; Wajid et al., 2020; Young-Wolff et al., 2019). ACEs are defined as stressful and/or traumatic events that occurred during the first 18 years of one’s life. Traumatic or adverse events include experiencing violence, neglect, emotional and physical abuse, as well as being exposed to parental psychopathology, parental incarceration, or parental separation during childhood (Anda et al., 2006; Racine et al., 2021).
A meta-analysis consisting of 12 studies of majority U.S. samples found a significant association between ACEs and prenatal depression (Racine et al., 2021). Given that the extant literature examining the association between ACEs and prenatal depression has mostly focused on White samples in high-income regions; there is a need for studies in minority samples that include underrepresented racial/ethnic groups and immigrant communities (Angerud et al., 2018; Menke et al., 2019; Racine et al., 2021; Racine et al., 2020; Wajid et al., 2020). Research suggests that racial/ethnic inequities in prenatal depression may be exasperated by antenatal stressors such as adverse childhood experiences (Gavin et al., 2011).
Although prenatal depressive symptoms are prevalent among racial and ethnic minority samples with approximately one-third of Hispanic/Latinas reporting depressive symptoms (Lara et al., 2009), research determining whether the association between ACEs and prenatal depression varies by nativity is scarce. There is some evidence indicating that prenatal depression significantly increases as generations progressed (Ruiz et al., 2012). Extant studies, which have solely focused on non-pregnant Hispanic/Latina samples, indicate that prevalence of childhood maltreatment experiences may vary by nativity status (Caballero et al., 2017; Vaughn et al., 2017). Warner et al. (2012) found that non-pregnant U.S. born Hispanic/Latinas reported witnessing more childhood violence and sexual assault than foreign-born Hispanic/Latinas; however, there was no indication that nativity status influenced the association between maltreatment experience and depression (Warner et al., 2012). Given the gaps in the literature among pregnant Hispanic/Latinas, the association between ACES and prenatal depression needs to be disaggregated by nativity status.
The study aims are to (1) examine the associations between ACEs and prenatal depression among women in the Maternal and Developmental Risks from Environmental and Social Stressors (MADRES) pregnancy cohort and (2) explore the associations between ACEs and prenatal depression by nativity status amongst Hispanic/Latinas only. We hypothesized that a higher number of ACEs (i.e., count, categories, domains) would be associated with probable prenatal depression.
Materials and Methods
Participants included in this study were enrolled in the MADRES ongoing pregnancy cohort (Bastain et al., 2019). The cohort participants were recruited from four prenatal care providers in urban Los Angeles beginning in November 2015. The majority of the participating recruitment sites serve predominantly lower-income populations. The MADRES study and protocol have been described previously (Bastain et al., 2019). To be eligible to participate in the pregnancy cohort, the women must be less than 30 weeks pregnant, at least 18 years old, and speak fluent English or Spanish. Exclusion criteria for the study included: (1) multiple gestations; (2) current incarceration; (3) having a physical, mental, or cognitive disability that would prevent participation or ability to provide consent; and (4) a positive human immunodeficiency virus status. All participants provided informed consent at study entry; the study was approved by the University of Southern California’s Institutional Review Board HS-15–00498.
As of April 1st, 2021, 665 women had entered the study before 20 weeks’ gestation. The sample size for this study was 480 women after excluding 185 women who were missing the ACEs measure or did not have at least one prenatal depression assessment (Center for Epidemiological Studies-Depression, CES-D). The sample size for the analyses with Hispanic/Latina women only was 382. Participants completed the interviewer-administered questionnaires orally in English or Spanish. Maternal adverse childhood experiences were retrospectively collected using the 10-item ACEs questionnaire during the second or third trimester (see Table S1) (Felitti et al., 1998). Prenatal depression was measured using the 20-item CES-D scale at each pregnancy trimester (see Table S2) (Radloff, 1977). The analyses were not trimester-specific; the presence of at least one CES-D score ≥ 16 across trimesters was coded as probable depression during pregnancy (Radloff, 1977). We identified covariates for inclusion in our models using Directed Acyclic Graphs (DAGs) (Ferguson et al., 2020). Covariate variables included the mother’s age at recruitment, recruitment site, race/ethnicity, annual household income, marital/cohabitation status, and parity. Language preference was not hypothesized to confound the relationship between exposure and outcome.
Frequencies were calculated for categorical variables and mean and standard deviations for continuous variables. Chi-square and ANOVA tests were used to determine differences within groups. We used logistic regressions to model the univariate relationship between covariates and probable prenatal depression. Five separate logistic regressions were used to model the association between prenatal depression and ACEs count, category of ACEs (0, 1–3, and 4+ ACEs), and ACEs domains (abuse, neglect, household dysfunction), adjusting for recruitment site, race/ethnicity, age at study entry, household income, parity, and marital status.
To test the relationship between ACEs and prenatal depression among foreign-born and U.S-born Hispanic/Latinas, we created an interaction term to be included in each respective model (ACEs count*nativity, ACEs category*nativity, or ACEs domain for abuse*nativity, ACEs domain for neglect*nativity, and ACEs domain for household dysfunction*nativity). Given that U.S. nativity may be a risk factor for depression, we also analyzed the associations in U.S.-born Hispanic/Latinas and foreign-born-Hispanic/Latinas, separately (Fleuriet & Sunil, 2014; Toledo-Corral et al., 2021). The models were adjusted for recruitment site, age, income, parity, and marital status and were restricted to only Hispanic/Latina participants. All statistical analyses were conducted using the SAS statistical package (Version 9.4).
Results
Summary statistics for all sociodemographic characteristics are reported in Table 1. Most of the sample self-identified as Hispanic/Latina (79.6%) and smaller sub-samples self-identified as Black (9.8%) or other (3.8%). Chi-squares, ANOVAs, and the unadjusted odds ratios for the univariate analysis with sociodemographic characteristics with probable prenatal depression are also presented in Table 1. Across the three trimesters, 36% percent of all participants (n = 175) reported at least one score of 16 or higher on the CES-D scale indicating probable prenatal depression. The median, range, mean, and standard deviation of ACEs by sociodemographic characteristics are presented in Table 2. Frequency data indicated that ACEs were non-normally distributed with 37% of the mothers (n = 180) reported having zero ACEs, 43% (n = 206) reported between one to three ACEs, and 20% of participants (n = 94) reported four or more ACEs.
Table 1.
Characteristic | n, mean±sd, or n (%) | X2 or F value | p-value | Any CES-D 16+ OR (95% CI) |
---|---|---|---|---|
| ||||
Covariates | ||||
Age at Recruitment (Years) | 480, 28.63±6.03 | 1.12 | 0.48 | 0.98 (0.95–1.01) |
Maternal Race/Ethnicity | ||||
Hispanic | 382 (79.6) | 7.64 | 0.05 | REF |
Black, non-Hispanic | 47 (9.8) | 2.32 (1.26–4.28) | ||
White, non-Hispanic | 26 (5.4) | 0.99 (0.43–2.28) | ||
Multiracial & Other, non-Hispanic | 18 (3.8) | 1.19 (0.45–3.15) | ||
Missing | 7 (1.5) | |||
Earliest Ascertained Income | ||||
Less than $15,000 | 106 (22.1) | 6.39 | 0.27 | REF |
$15,000 to $29,999 | 118 (24.6) | 0.75 (0.44–1.27) | ||
$30,000 to $49,999 | 54 (11.3) | 0.56 (0.28–0.11) | ||
$50,000 to $99,999 | 26 (5.4) | 0.89 (0.37–2.11) | ||
$100,000 or more | 26 (5.4) | 0.45 (0.17–1.15) | ||
Don’t Know | 143 (29.8) | 0.59 (0.35–0.99) | ||
Missing | 7 (1.5) | |||
Maternal Marital Status | ||||
Married/living together | 324 (67.5) | 6.16 | 0.05 | REF |
Never married | 101 (21.0) | 1.18 (0.74–1.86) | ||
Divorced | 13 (2.7) | 4.03 (1.22–13.39) | ||
Missing/decline | 42 (8.9) | |||
Parity | ||||
Nulliparous | 158 (32.9) | 0.05 | 0.83 | REF |
Primiparity/multiparity | 295 (61.5) | 0.96 (0.64–1.43) | ||
Missing | 27 (5.6) | |||
Maternal Ethnicity by Birthplace | ||||
US-Born Hispanic | 167 (35.0) | 4.38 | 0.22 | REF |
Foreign-Born Hispanic, < 20 years in the US | 152 (31.8) | 0.95 (0.60–1.51) | ||
Foreign Born Hispanic, > 20 years in the US | 44 (9.2) | 1.27 (0.64–2.50) | ||
Non-Hispanic | 91 (19.0) | 1.57 (0.93–2.64) | ||
Missing | 24 (5.0) | |||
Language Preference | ||||
English | 315 (65.6) | 2.65 | 0.10 | REF |
Spanish | 165 (34.4) | 0.72 (0.48–1.07) | ||
Maternal Education Status | ||||
<12th Grade | 114 (23.8) | 5.06 | 0.28 | REF |
Completed 12th Grade | 147 (30.6) | 0.86 (0.52–1.45) | ||
Some College or Tech School | 134 (27.9) | 1.44 (0.87–2.41) | ||
Completed College | 50 (10.4) | 0.92 (0.46–1.85) | ||
Some Grad Training | 27 (5.6) | 0.89 (0.37–2.16) | ||
Missing | 8 (1.7) |
Table 2.
n | Median ACEs | Range | Mean | SD | |
---|---|---|---|---|---|
| |||||
Covariates | |||||
Age at Recruitment (Years) | |||||
18–25 | 157 | 1.0 | 0–8 | 1.38 | 1.69 |
26–35 | 247 | 1.0 | 0–10 | 1.89 | 2.32 |
>36 | 76 | 1.0 | 0–10 | 2.13 | 2.50 |
Maternal Race/Ethnicity | |||||
Hispanic | 382 | 1.0 | 0–10 | 1.70 | 2.19 |
Black, non-Hispanic | 47 | 1.0 | 0–6 | 1.66 | 1.51 |
Multiracial & Other, non-Hispanic | 18 | 1.5 | 0–9 | 2.44 | 2.77 |
White, non-Hispanic | 26 | 3.0 | 0–9 | 2.81 | 2.55 |
Earliest Ascertained Income | |||||
Less than $15,000 | 106 | 1.0 | 0–8 | 1.97 | 2.47 |
$15,000 to $29,999 | 118 | 1.0 | 0–10 | 1.84 | 2.08 |
$30,000 to $49,999 | 54 | 1.0 | 0–10 | 2.46 | 2.81 |
$50,000 to $99,999 | 26 | 1.0 | 0–5 | 1.81 | 1.92 |
$100,000 or more | 26 | 1.0 | 0–9 | 1.88 | 2.45 |
Don’t Know | 143 | 1.0 | 0–8 | 1.32 | 1.67 |
Maternal Marital Status | |||||
Married/living together | 324 | 1.0 | 0–10 | 1.80 | 2.27 |
Never married | 101 | 1.0 | 0–7 | 1.55 | 1.80 |
Divorced | 13 | 2.0 | 0–8 | 2.54 | 2.67 |
Parity | |||||
Nulliparous | 158 | 1.0 | 0–9 | 1.69 | 1.91 |
Primiparity/multiparity | 295 | 1.0 | 0–10 | 1.78 | 2.27 |
Among participants that identified as Hispanic/Latina, 39.2% of the participants (n = 150) reported having zero ACEs, 42% (n = 161) reported between one to three ACEs, and 18.6% of participants (n = 71) reported four or more ACEs. Across the three trimesters, 35% percent of Hispanic/Latina participants (n = 133) reported at least one score of 16 or higher on the CES-D scale.
Table 3 presents results from multiple logistic regression models assessing the relationship between ACEs and probable prenatal depression. For each increase in ACEs count there was a 28% increased odds of probable depression (OR = 1.28; 95% CI = 1.16, 1.41) after adjusting for recruitment site, ethnicity/race, age, income, parity, and marital status.
Table 3.
Unadjusted OR (95% CI) |
Adjusteda OR (95% CI) |
||
---|---|---|---|
| |||
Adverse Childhood Experiences | |||
Count | 1.24 (1.13–1.35) | 1.28 (1.16–1.41) | |
Categorical | |||
0 Aces | REF | REF | |
1–3 Aces | 1.65 (1.07–2.56) | 1.58 (0.98–2.54) | |
4+ Aces | 3.50 (2.07–5.92) | 3.95 (2.20–7.09) | |
Domain | |||
Abuse Count | 1.81 (1.32–2.47) | 2.01 (1.41–2.86) | |
Neglect Count | 1.62 (1.28–2.06) | 1.79 (1.36–2.36) | |
Dysfunction Count | 1.39 (1.19–1.63) | 1.40 (1.17–1.68) |
Adjusted for study recruitment site, ethnicity/race, age, income, parity, and marital status
Bold text indicates significant variables, where confidence intervals do not include 1.
In the model with ACEs as a categorical variable, we found that participants with 1–3 ACEs had 1.58 times the odds of prenatal depression (95% CI: 0.98, 2.54) and 4-fold increased odds of prenatal depression with 4 or more ACEs (OR = 3.95; 95% CI = 2.20, 7.09) compared to participants with no ACEs.
The relationships between each domain of adverse childhood experiences and probable depression were examined in three separate models. Correlation coefficients reveal moderate correlations; higher levels of abuse domain were associated with higher levels of neglect domain (r = 0.66, p < .0001) and higher levels of household dysfunction domain (r = 0.47, p < .0001). Higher levels of neglect domain were also associated with higher levels of household dysfunction domain (r = 0.54, p < .0001).
Logistic regressions indicated that for every additional childhood experience reported in the abuse domain, the odds of probable depression increased by 2.01 times (95% CI = 1.41, 2.86). For every additional childhood experience in the neglect domain, the odds of probable depression increased by 1.79 times (95% CI = 1.36, 2.36). For every additional childhood experience in the household dysfunction domain, the odds of probable depression increased by 1.40 times (95% CI = 1.17, 1.68).
Similar patterns emerged when examining the relationship between ACEs and prenatal depression among foreign-born and U.S-born Hispanic/Latinas. The interactions between ACEs and Hispanic/Latina nativity were not statistically significant (see Table S3). There were suggestive interaction effects for ACEs category and nativity, p = 0.08, therefore; we conducted a stratified analysis to further examine the relationship between ACEs and probable depression in the foreign-born and U.S.-born Hispanic/Latina samples independently.
Among the foreign-born Hispanic/Latina sample, results indicated a significant association between increasing number of ACEs reported and probable depression (OR = 1.20; 95% CI = 1.03, 1.41). The odds of probable depression were significantly increased for mothers in the 4+ ACEs category relative to those with 0 ACEs (OR = 2.60; 95% CI = 1.04, 6.55). The odds of probable depression increased for mothers as ACEs counts increased across all ACEs domains: abuse (OR = 1.96; 95% CI = 1.16, 3.31), neglect (OR = 1.51, 95% CI = 0.99. 2.30), and dysfunction (OR = 1.31; 95% CI = 0.96, 1.77); however, this was only statistically significant for the abuse domain.
Among the U.S.-born Hispanic/Latina sample, there was also a significant association between increasing ACEs count and probable depression (OR = 1.36; 95% CI = 1.14, 1.62). Among mothers with an ACE score of 1–3 relative to those with 0 ACEs, the odds of having probable depression were 3.81 times higher compared to those with 0 ACEs (95% CI = 1.54, 9.45). Among the mothers with an ACE score of 4+ relative to those with 0 ACEs, the odds of having probable depression were 9.65 times higher (95% CI = 3.15, 29.58). In the U.S.-born Hispanic/Latina mothers, the odds of probable depression significantly increased as ACEs counts increased across all three ACEs domains (abuse OR = 2.40, 95% CI = 1.25, 4.60; neglect OR = 2.15; 95% CI = 1.31, 3.53; and household dysfunction OR = 1.44, 95% CI = 1.08, 1.93).
Discussion
Exposure to adverse childhood experiences can have long-lasting mental health impacts including increased risks for anxiety and depression (Anda et al., 2006; Young-Wolff et al., 2019). We found that among our sample, the higher number of ACEs was associated with a higher the likelihood of probable prenatal depression. Specifically, the association between ACEs and prenatal depression was particularly pronounced among those who experienced four or more ACEs. Each of the domains of abuse, neglect, and household dysfunction was significantly associated with a higher likelihood of depression as well. These patterns did not significantly differ among the foreign-born versus U.S.-born Hispanic/Latina women, although the associations were stronger among U.S.-born Hispanic/Latina women.
While there is extensive research investigating the influence of ACEs on depression, it is not well examined in women during the pregnancy period. The effects of ACEs during pregnancy are of public health interest since ACEs may have implications for mothers’ mental health. Pregnancy may serve as a period of reflection of one’s childhood and, in turn, potentially contribute to mental health disturbances. According to Narayan et al. (2020), the recollection of childhood adversity experiences can exacerbate stressors experienced during pregnancy. Racine et al. (2021) showed among a predominantly White sample (n = 1994) recruited in Canada, approximately 60% of pregnant women reported at least one childhood adversity, while 15% reported experiencing four or more ACEs. Consistent with the meta-analysis, over 60% of our pregnancy sample reported at least one adverse childhood experience while 20% of the mothers reported four or more ACEs (Racine et al., 2021).
It is important for clinicians to routinely screen for anxiety and depressive symptoms during pregnancy as an adverse, psychological environment may impact both women and children. Although research indicates that depression screenings increase recognition of depression and current recommendations include screening all women for prenatal depression, only 65% of physicians routinely screen pregnant women (Sidebottom et al., 2021). Moreover, there is very little research on routine screening for ACEs in prenatal care even though preliminary data indicates that both health care providers and patients view ACEs screening as valuable (Olsen, 2018).
Most studies examining the relationship between ACEs and probable prenatal depression assess the total number of ACEs or categorize the number of experiences reported (Chung et al., 2008; Fredriksen et al., 2017; Howell et al., 2020; Racine et al., 2020; Young-Wolff et al., 2019). For example, Wajid et al. (2020) found that the women that reported a count score of four or more ACEs were two and a half times more likely to experience prenatal depression than women with fewer ACEs. Few studies have explored the association between ACEs and probable prenatal depression using the CDC-defined domains: abuse, neglect, and household dysfunction (Atzl et al., 2019; Narayan et al., 2018). Atzl et al. (2019) examined the association using similar domains: household dysfunction and childhood maltreatment-- a collapsed domain including both abuse and neglect. Our results were partially consistent with Atzl et al. (2019) in which the domain of childhood maltreatment, but not household dysfunction, significantly predicted depressive symptoms during pregnancy.
To address gaps in the literature, our study examined the relationship between ACEs and probable depression in a potentially high exposure group; Hispanic/Latinas are more likely to experience ACEs as well as depressive symptoms (Llabre et al., 2017; Mukherjee et al., 2016). Hispanic/Latinas may be at a higher risk for experiencing ACES and/or depressive symptoms given systemic inequalities; these challenges may include discrimination, socioeconomic status, immigration, and lack of access to mental health resources (LaBrenz et al., 2020; Lara et al., 2009). A previous study showed that the prevalence of one or more ACEs was higher in a Hispanic/Latina sample (77.8%) compared to a predominantly White sample (65.5%) (Llabre et al., 2017). Chung et al. (2008) found that among low-income women (71% African American, 17% Hispanic/Latina), 70% reported at least one ACE, and higher ACEs were associated with depressive symptoms. Generally, racial/ethnic minority groups, compared to non- Hispanic/Latina Whites, have higher rates of depressive symptoms (Blackwell & Villaroel, 2018; Mukherjee et al., 2016). Hispanic/Latina women are disproportionately exposed to financial, cultural, and health stressors that puts them at an elevated risk for prenatal distress. Furthermore, the vulnerability to antenatal depression may be explained by exposure to traumatic events including perceived stress and racism (Le et al., 2010; Mukherjee et al., 2016). Whereas a meta-analysis estimates that depression affects approximately 10% to 15% of U.S. pregnant women, a Hispanic/Latina exclusive study found that the prevalence of antenatal depressive symptoms was 32.4% (Gavin et al., 2005; Lara et al., 2009). Similarly, approximately 36% percent of our sample reported at least one score of 16 or higher on the CES-D scale indicating probable prenatal depression.
It should be noted that although research indicates no statistical differences between the depression diagnosis rates among Latino/Hispanic, non-Hispanic/Latina Whites, and non-Hispanic/Latina Black adults (Brody et al., 2018), there is a discrepancy between depression diagnoses and reported depressive symptoms. Studies have found that self-reported depressive symptom rates for Hispanic/Latina women ranged from 15% and 53% during pregnancy (Rich-Edwards et al., 2006; Zayas et al., 2003). In our sample, 35% of Hispanic/Latinas self-reported scores that indicated probable prenatal depression. According to the American Psychiatric Association, the discrepancy between diagnoses and reported symptoms in the Latino population may be explained by the underutilization of mental health resources (Mental health disparities: Hispanics and Latinos, 2017).
Given that prenatal depression varies by nativity, our study explored whether nativity posed an additional risk factor for the association between ACEs and prenatal depression. According to Ruiz et al. (2012), more time in the U.S. was associated with higher prenatal depression among Hispanic/Latinas. While there is no empirical data, researchers hypothesize risk factors for maternal depression may vary by additional cultural factors such as immigrant status. We did not find a statistically significant interaction between ACEs and nativity; however, there was some evidence for a stronger relationship between ACEs and depression among U.S.-born Hispanic/Latinas in stratified models. The interaction models were most likely underpowered to detect significant effects. While experiencing four or more ACEs relative to no ACEs was associated with greater odds of probable depression among both groups, the odds ratio was three times greater in the U.S. versus the foreign-born participants. Our sample size did not allow for further examination of whether characteristics such as years living in the U.S. played a role in the relationship for U.S.-born Hispanic/Latina samples. Future research should also focus on whether the association between ACEs and prenatal depression may be exacerbated by immigration status or immigration experiences.
A strength of the study was the inclusion of racial/ethnic minority samples that are often understudied and excluded in public health research. Our sample was a high adversity exposure group, characterized by their lower-income and racial/ethnic minority background. Future studies should continue to study historically marginalized populations as well as the social and structural barriers to mental health that influence the relationship between ACEs and depression. Patient level barriers include but are not limited to access to transportation, cost of insurance, and familial obligations. Ultimately, this work should lead to achieving health equity among those that are currently underdiagnosed and undertreated.
The limitations of our study should be noted. First, ACEs may have been underreported as women were asked to respond to sensitive questions and provide retrospective self-reports from childhood. Second, we were limited with the type of data we had to examine associations in Hispanic/Latina women; we could not address acculturation because we used proxies (i.e., nativity) and did not measure it directly. Third, we could not test for interaction across race or country of birth due to sample size.
Evidence indicates that prenatal depression is linked to offspring’s slower fetal growth, lower birth weight, and preterm birth (Accortt et al., 2015; Bansil et al., 2010; Benatar et al., 2020). Prenatal depression is also associated with developmental delays, emotional, and behavioral problems in children as well as postpartum depression in women (Field, 2011; Norhayati et al., 2015). Future research should build on these studies to understand the longitudinal effects of ACEs and prenatal depression on offspring and maternal health. Future studies should also continue to use the three parameterizations of ACE exposures (total count, categorical, and domain). Understanding whether ACE domains have significantly different contributions to maternal prenatal depression is an important future direction.
Conclusion
Research should continue to focus on the effects of ACEs in communities that have been historically excluded in perinatal mental health services such as pregnant women from racial and ethnic minority groups. Specifically, research should focus on examining the effects of ACEs by the subdomains of abuse, neglect, and household dysfunction. Overall, this study showed that ACEs were common and were associated with a higher likelihood of probable depression during pregnancy in a predominantly Hispanic/Latina population. Given the high rate of ACEs in this population, it is important for clinicians to routinely screen for mental health during pregnancy as an adverse, psychological environment may impact both women and children. These findings suggest a need for improvement in surveillance and an increase in systematic screening for depressive symptoms in those with a history of childhood adverse experiences.
Supplementary Material
Impact Statement.
• What is already known on this subject?
Experiencing depression during pregnancy has been associated with later adverse maternal mental and physical health outcomes. Emerging studies indicate that adverse childhood experiences (ACEs) may maintain or increase the predisposition to prenatal depression.
• What do the results of this study add?
Although prenatal depressive symptoms are prevalent among racial/ethnic minority samples including Hispanic/Latinas, research determining whether the association between ACEs and prenatal depression varies by nativity is scarce. Overall, ACEs were common among MADRES participants and were associated with a higher likelihood of probable depression during pregnancy. These patterns did not significantly differ among the foreign-born versus U.S.-born Hispanic/Latina women, although the associations were stronger among U.S.-born Hispanic/Latina women.
• What are the implications of these findings for clinical practice and/or further research?
Research should continue to focus on the effects of ACEs in communities that have been historically excluded in perinatal mental health services such as pregnant women from racial and ethnic minority groups. It may be important for clinicians to routinely screen for mental health during pregnancy as an adverse, psychological environment may impact both women and children. These findings suggest a need for improvement in systematic screening for depressive symptoms in those with a history of childhood adversities.
Funding:
This work was supported by the Maternal and Developmental Risks from Environmental and Social Stressors (MADRES) Center (grant #s P50ES026086, 83615801–0, P50MD01570) funded by the National Institute of Environmental Health Sciences, the National Institute for Minority Health and Health Disparities and the Environmental Protection Agency; the Southern California Environmental Health Sciences Center (grant # P30ES007048) funded by the National Institute of Environmental Health Sciences, and the Life course Approach to Developmental Repercussions of Environmental Agents on Metabolic and Respiratory health (LA DREAMERs) (grant #s UH3OD023287) funded by the National Institutes of Health Office of the Director ECHO Program.
Footnotes
Conflict of Interest Statement
All authors have no conflicts of interests to declare.
Reference List
- Accortt EE, Cheadle AC, & Dunkel Schetter C (2015). Prenatal depression and adverse birth outcomes: an updated systematic review. Matern Child Health J, 19(6), 1306–1337. 10.1007/s10995-014-1637-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Anda RF, Felitti VJ, Bremner JD, Walker JD, Whitfield C, Perry BD, Dube SR, & Giles WH (2006). The enduring effects of abuse and related adverse experiences in childhood. A convergence of evidence from neurobiology and epidemiology. Eur Arch Psychiatry Clin Neurosci, 256(3), 174–186. 10.1007/s00406-005-0624-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Angerud K, Annerback EM, Tyden T, Boddeti S, & Kristiansson P (2018). Adverse childhood experiences and depressive symptomatology among pregnant women. Acta Obstetricia Et Gynecologica Scandinavica, 97(6), 701–708. 10.1111/aogs.13327 [DOI] [PubMed] [Google Scholar]
- Atzl VM, Narayan AJ, Rivera LM, & Lieberman AF (2019). Adverse childhood experiences and prenatal mental health: Type of ACEs and age of maltreatment onset. J Fam Psychol, 33(3), 304–314. 10.1037/fam0000510 [DOI] [PubMed] [Google Scholar]
- Bansil P, Kuklina EV, Meikle SF, Posner SF, Kourtis AP, Ellington SR, & Jamieson DJ (2010). Maternal and Fetal Outcomes Among Women with Depression. Journal of Womens Health, 19(2), 329–334. 10.1089/jwh.2009.1387 [DOI] [PubMed] [Google Scholar]
- Bastain TM, Chavez T, Habre R, Girguis MS, Grubbs B, Toledo-Corral C, Amadeus M, Farzan SF, Al-Marayati L, Lerner D, Noya D, Quimby A, Twogood S, Wilson M, Chatzi L, Cousineau M, Berhane K, Eckel SP, Lurmann F, . . . Breton C (2019). Study Design, Protocol and Profile of the Maternal And Developmental Risks from Environmental and Social Stressors (MADRES) Pregnancy Cohort: a Prospective Cohort Study in Predominantly Low-Income Hispanic Women in Urban Los Angeles. BMC Pregnancy Childbirth, 19(1), 189. 10.1186/s12884-019-2330-7 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Benatar S, Cross-Barnet C, Johnston E, & Hill I (2020). Prenatal Depression: Assessment and Outcomes among Medicaid Participants. Journal of Behavioral Health Services & Research, 47(3), 409–423. 10.1007/s11414-020-09689-2 [DOI] [PubMed] [Google Scholar]
- Bergman K, Sarkar P, O’Connor TG, Modi N, & Glover V (2007). Maternal stress during pregnancy predicts cognitive ability and fearfulness in infancy. J Am Acad Child Adolesc Psychiatry, 46(11), 1454–1463. 10.1097/chi.0b013e31814a62f6 [DOI] [PubMed] [Google Scholar]
- Blackwell DL, & Villaroel MA (2018). Tables of Summary Health Statistics for U.S. Adults: 2017. Retrieved December 1, 2021 from http://www.cdc.gov/nchs/nhis/SHS/tables.htm
- Brody DJ, Pratt LA, & Hughes J (2018). Prevalence of depression among adults aged 20 and over: United States, 2013–2016. Retrieved December 1, 2021 from https://www.cdc.gov/nchs/products/databriefs/db303.htm [PubMed]
- Caballero TM, Johnson SB, Buchanan CRM, & DeCamp LR (2017). Adverse Childhood Experiences Among Hispanic Children in Immigrant Families Versus US-Native Families. Pediatrics, 140(5). 10.1542/peds.2017-0297 [DOI] [PubMed] [Google Scholar]
- Chung EK, Mathew L, Elo IT, Coyne JC, & Culhane JF (2008). Depressive symptoms in disadvantaged women receiving prenatal care: the influence of adverse and positive childhood experiences. Ambul Pediatr, 8(2), 109–116. 10.1016/j.ambp.2007.12.003 [DOI] [PubMed] [Google Scholar]
- Felitti VJ, Anda RF, Nordenberg D, Williamson DF, Spitz AM, Edwards V, Koss MP, & Marks JS (1998). Relationship of childhood abuse and household dysfunction to many of the leading causes of death in adults. The Adverse Childhood Experiences (ACE) Study. Am J Prev Med, 14(4), 245–258. 10.1016/s0749-3797(98)00017-8 [DOI] [PubMed] [Google Scholar]
- Ferguson KD, McCann M, Katikireddi SV, Thomson H, Green MJ, Smith DJ, & Lewsey JD (2020). Evidence synthesis for constructing directed acyclic graphs (ESC-DAGs): a novel and systematic method for building directed acyclic graphs. Int J Epidemiol, 49(1), 322–329. 10.1093/ije/dyz150 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Field T (2011). Prenatal depression effects on early development: a review. Infant Behav Dev, 34(1), 1–14. 10.1016/j.infbeh.2010.09.008 [DOI] [PubMed] [Google Scholar]
- Fleuriet KJ, & Sunil TS (2014). Perceived Social Stress, Pregnancy-Related Anxiety, Depression and Subjective Social Status among Pregnant Mexican and Mexican American Women in South Texas. Journal of Health Care for the Poor and Underserved, 25(2), 546–561. 10.1353/hpu.2014.0092 [DOI] [PubMed] [Google Scholar]
- Fredriksen E, von Soest T, Smith L, & Moe V (2017). Patterns of pregnancy and postpartum depressive symptoms: Latent class trajectories and predictors. J Abnorm Psychol, 126(2), 173–183. 10.1037/abn0000246 [DOI] [PubMed] [Google Scholar]
- Gavin AR, Melville JL, Rue T, Guo Y, Dina KT, & Katon WJ (2011). Racial differences in the prevalence of antenatal depression. General Hospital Psychiatry, 33(2), 87–93. 10.1016/j.genhosppsych.2010.11.012 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gavin NI, Gaynes BN, Lohr KN, Meltzer-Brody S, Gartlehner G, & Swinson T (2005). Perinatal depression: a systematic review of prevalence and incidence. Obstet Gynecol, 106(5 Pt 1), 1071–1083. 10.1097/01.AOG.0000183597.31630.db [DOI] [PubMed] [Google Scholar]
- Howard LM, & Khalifeh H (2020). Perinatal mental health: a review of progress and challenges. World Psychiatry, 19(3), 313–327. 10.1002/wps.20769 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Howell KH, Miller-Graff LE, Schaefer LM, & Scrafford KE (2020). Relational resilience as a potential mediator between adverse childhood experiences and prenatal depression. Journal of Health Psychology, 25(4), 545–557. 10.1177/1359105317723450 [DOI] [PubMed] [Google Scholar]
- LaBrenz CA, Panisch LS, Lawson J, Borcyk AL, Gerlach B, Tennant PS, Nulu S, & Faulkner M (2020). Adverse Childhood Experiences and Outcomes among At-Risk Spanish-Speaking Latino Families. Journal of Child and Family Studies, 29(5), 1221–1235. 10.1007/s10826-019-01589-0 [DOI] [Google Scholar]
- Lancaster CA, Gold KJ, Flynn HA, Yoo H, Marcus SM, & Davis MM (2010). Risk factors for depressive symptoms during pregnancy: a systematic review. Am J Obstet Gynecol, 202(1), 5–14. 10.1016/j.ajog.2009.09.007 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lara MA, Le HN, Letechipia G, & Hochhausen L (2009). Prenatal depression in Latinas in the U.S. and Mexico. Matern Child Health J, 13(4), 567–576. 10.1007/s10995-008-0379-4 [DOI] [PubMed] [Google Scholar]
- Le HN, Zmuda J, Perry DF, & Muñoz RF (2010). Transforming an evidence-based intervention to prevent perinatal depression for low-income Latina immigrants. American Journal of Orthopsychiatry, 80(1), 34–45. [DOI] [PubMed] [Google Scholar]
- Llabre MM, Schneiderman N, Gallo LC, Arguelles W, Daviglus ML, Gonzalez F 2nd, Isasi CR, Perreira KM, & Penedo FJ (2017). Childhood Trauma and Adult Risk Factors and Disease in Hispanics/Latinos in the US: Results From the Hispanic Community Health Study/Study of Latinos (HCHS/SOL) Sociocultural Ancillary Study. Psychosom Med, 79(2), 172–180. 10.1097/PSY.0000000000000394 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Menke RA, Swanson L, Erickson NL, Reglan G, Thompson S, Bullard KH, Rosenblum K, Lopez JP, Muzik M, & Michigan W. G. a. U. o. (2019). Childhood adversity and sleep are associated with symptom severity in perinatal women presenting for psychiatric care. Arch Womens Ment Health, 22(4), 457–465. 10.1007/s00737-018-0914-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mental health disparities: Hispanics and Latinos. (2017). Retrieved December 1, 2021 from https://www.psychiatry.org/File%20Library/Psychiatrists/Cultural-Competency/Mental-Health-Disparities/Mental-Health-Facts-for-Hispanic-Latino.pdf
- Mukherjee S, Trepka MJ, Pierre-Victor D, Bahelah R, & Avent T (2016). Racial/Ethnic Disparities in Antenatal Depression in the United States: A Systematic Review. Matern Child Health J, 20(9), 1780–1797. 10.1007/s10995-016-1989-x [DOI] [PubMed] [Google Scholar]
- Narayan AJ, Atzl VM, Merrick JS, Harris WW, & Lieberman AF (2020). Developmental Origins of Ghosts and Angels in the Nursery: Adverse and Benevolent Childhood Experiences. Adversity and Resilience Science, 1(2), 121–134. 10.1007/s42844-020-00008-4 [DOI] [Google Scholar]
- Narayan AJ, Rivera LM, Bernstein RE, Harris WW, & Lieberman AF (2018). Positive childhood experiences predict less psychopathology and stress in pregnant women with childhood adversity: A pilot study of the benevolent childhood experiences (BCEs) scale. Child Abuse Negl, 78, 19–30. 10.1016/j.chiabu.2017.09.022 [DOI] [PubMed] [Google Scholar]
- Norhayati MN, Hazlina NH, Asrenee AR, & Emilin WM (2015). Magnitude and risk factors for postpartum symptoms: a literature review. J Affect Disord, 175, 34–52. 10.1016/j.jad.2014.12.041 [DOI] [PubMed] [Google Scholar]
- Olsen JM (2018). Integrative Review of Pregnancy Health Risks and Outcomes Associated With Adverse Childhood Experiences. J Obstet Gynecol Neonatal Nurs, 47(6), 783–794. 10.1016/j.jogn.2018.09.005 [DOI] [PubMed] [Google Scholar]
- Racine N, Devereaux C, Cooke JE, Eirich R, Zhu J, & Madigan S (2021). Adverse childhood experiences and maternal anxiety and depression: a meta-analysis. BMC Psychiatry, 21(1), 28. 10.1186/s12888-020-03017-w [DOI] [PMC free article] [PubMed] [Google Scholar]
- Racine N, Zumwalt K, McDonald S, Tough S, & Madigan S (2020). Perinatal depression: The role of maternal adverse childhood experiences and social support. Journal of Affective Disorders, 263, 576–581. 10.1016/j.jad.2019.11.030 [DOI] [PubMed] [Google Scholar]
- Radloff LS (1977). The CES-D Scale:A Self-Report Depression Scale for Research in the General Population. Applied Psychological Measurement, 1(3), 385–401. 10.1177/014662167700100306 [DOI] [Google Scholar]
- Rich-Edwards JW, Kleinman K, Abrams A, Harlow BL, McLaughlin TJ, Joffe H, & Gillman MW (2006). Sociodemographic predictors of antenatal and postpartum depressive symptoms among women in a medical group practice. Journal of Epidemiology and Community Health, 60(3), 221–227. 10.1136/jech.2005.039370 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ruiz RJ, Stowe RP, Brown A, & Wommack J (2012). Acculturation and biobehavioral profiles in pregnant women of Hispanic origin: generational differences. ANS Adv Nurs Sci, 35(3), E1–e10. 10.1097/ANS.0b013e3182626199 [DOI] [PubMed] [Google Scholar]
- Sidebottom A, Vacquier M, LaRusso E, Erickson D, & Hardeman R (2021). Perinatal depression screening practices in a large health system: identifying current state and assessing opportunities to provide more equitable care. Archives of women’s mental health, 24(1), 133–144. 10.1007/s00737-020-01035-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- Toledo-Corral CM, Gao L, Chavez T, Grubbs B, Habre R, Dunton GF, Bastain T, & Breton CV (2021). Role of Race, Ethnicity, and Immigration in Perceived Stress and Depressive Symptomatology Trends During Pregnancy. J Immigr Minor Health. 10.1007/s10903-021-01235-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vaughn MG, Salas-Wright CP, Huang J, Qian Z, Terzis LD, & Helton JJ (2017). Adverse Childhood Experiences Among Immigrants to the United States. J Interpers Violence, 32(10), 1543–1564. 10.1177/0886260515589568 [DOI] [PubMed] [Google Scholar]
- Wajid A, van Zanten SV, Mughal MK, Biringer A, Austin MP, Vermeyden L, & Kingston D (2020). Adversity in childhood and depression in pregnancy. Arch Womens Ment Health, 23(2), 169–180. 10.1007/s00737-019-00966-4 [DOI] [PubMed] [Google Scholar]
- Warner LA, Alegria M, & Canino G (2012). Childhood Maltreatment Among Hispanic Women in the United States: An Examination of Subgroup Differences and Impact on Psychiatric Disorder. Child Maltreatment, 17(2), 119–131. 10.1177/1077559512444593 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Young-Wolff KC, Alabaster A, McCaw B, Stoller N, Watson C, Sterling S, Ridout KK, & Flanagan T (2019). Adverse Childhood Experiences and Mental and Behavioral Health Conditions During Pregnancy: The Role of Resilience. J Womens Health (Larchmt), 28(4), 452–461. 10.1089/jwh.2018.7108 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zayas LH, Jankowski KRB, & McKee MD (2003). Prenatal and postpartum depression among low-income Dominican and Puerto Rican women. Hispanic Journal of Behavioral Sciences, 25(3), 370–385. 10.1177/0739986303256914 [DOI] [Google Scholar]
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