Maternal mental health has been recognized as an important public health priority by the World Health Organization.1 One of the most vulnerable times for a mother’s mental health is in the first 12 months postpartum, with minor and major depression frequently occurring after delivery, especially in the first 3 months postpartum.2 Symptoms of postpartum depression (PPD) include tearfulness, feelings of guilt, loss of appetite, feelings of inadequacy, fatigue, and irritability.3 Identification of PPD is important as untreated postpartum depression can have negative effects on mother–infant interactions and lead to consequences for the newborn child, who may experience emotional and cognitive problems later in life.4–6
In high-income settings, the prevalence of PPD is estimated to be 13%.2,7 One review of PPD included 23 studies from 10 African countries and found that the majority of studies reported estimated prevalence of PPD that were higher than those in high-income countries.8 Another review of 35 studies of pre- and postnatal psychologic well being in Africa estimated the prevalence of depression to be 11.3% [95% confidence interval (CI): 9.5 to 13.1] during pregnancy and 18.3% (95% CI: 17.6 to 19.1) during the postpartum period.9 Similarly, a 19.8% (95% CI: 19.5 to 20.0) postnatal prevalence of common mental disorders was found in a review of 13 studies in low and lower–middle–income countries.10 A higher prevalence of postpartum depression of 31.3% (95% CI: 21.3% to 43.5%) was also found in a review of studies of women living in the rural areas of developing countries.11
Maternal illness, infant illness, and financial stress have all been identified as factors increasing the risk of perinatal depression in low and lower–middle–income countries.10 HIV-infected women in the resource-limited setting of sub-Saharan Africa are thus faced with a variety of risk factors for PPD. In addition to concern over their own health, HIV-infected women may experience anxiety over the health of their infected infant or the ongoing risk of transmission of HIV to the infant if the child is uninfected.12–15 They may also experience stress because of HIV-associated stigma or anticipation of stigma.16 In addition, HIV-infected households often face increased levels of socioeconomic stressors because of the cost of healthcare and the impact that a chronic illness can have on the ability of family members to work.17,18 Research on the prevalence of perinatal depression in HIV-infected women has been limited, with the majority focused on the prenatal period.12,13,19–30 A cross-sectional study, which found an association between common mental disorder in the postpartum period in Malawi, suggests that there is value in closer examination of PPD in particular and the association with HIV.19
We assessed the prevalence of PPD in HIV-uninfected women and in HIV-infected women (both those with HIV-infected and HIV-uninfected infants) and aimed to determine the association between HIV infection and PPD in Blantyre, Malawi.
Study Population and Study Procedures
The data analyzed in this study arose from a community-based cohort study examining the effects of HIV on pediatric neurodevelopment. The study was conducted at 2 healthcare centers in the Blantyre region of Malawi between May 2008 and March 2012. Both clinics have prevention of mother-to-child transmission programs. One center is an urban primary care facility that does not initiate or administer antiretroviral therapy (ART) and refers those in need of ART to a hospital. The other center is located in a semirural area and serves as a primary and secondary care facility with onsite ART services.
As part of recruitment procedures for the parent study, early infant diagnosis services were established at these 2 healthcare facilities. At the age of 6 weeks (or earliest visit thereafter), infants were tested for HIV, and all HIV-exposed infants were referred for cotrimoxazole prophylaxis. Women were asked to return with their infant for HIV test results 4 weeks later. Three groups of women were enrolled for the parent study: HIV-uninfected women, HIV-infected women with uninfected infants, and HIV-infected women with infected infants. Data from the enrolment visit at 10 weeks and study visits at 14 weeks and 6, 9, 12, 15, and 18 months postdelivery were examined in the current analyses. At the 10–14-week visit, clinical, demographic, and socioeconomic data were collected.
Screening for maternal postpartum depression was performed using the Edinburgh Postnatal Depression Scale (EPDS),31 the most widely used screening questionnaire for PPD. The EPDS has been shown to have good test–retest reliabilities and good sensitivity for detecting major depression32 and has been used in several studies in sub-Saharan Africa.33–35 The EPDS is a 10-item self-report questionnaire, which takes approximately 5 minutes to complete and asks the mother to rate how she has felt over the past 7 days. Each question has 4 possible answers and is scored 0–3 points, for a total score of 0–30. A cutpoint of >12, as was used in this study, is recommended to detect probable depression, with a >9 cutpoint to detect possible depression.31 The questionnaire was administered by the study nurses in the native language of Chichewa.
Baseline EPDS was defined as the score at 10 weeks; the 14-week visit data were used when the 10-week data were not available. Follow-up EPDS scores were collected at the 6-, 9-, 12-, 15-, and 18-month visits including a window of ±1 month. EPDS data from mothers of HIV-exposed children who seroconverted during follow-up (n = 21) were excluded from analysis at the time of the infant’s first positive HIV test.
All statistical analyses were performed using SAS (version 9.2; SAS Institute, Cary, NC). We calculated the prevalence of PPD at each visit overall and by mother and infant HIV status. After the 10–14-week visit, incident PPD was calculated as the proportion of women with a new PPD diagnosis at 6, 9, and 12 months after delivery, among women with previous data but no previous EPDS score greater than 12.
The cumulative probability of PPD-free survival was examined by Kaplan–Meier curves stratified by the mother and infant’s HIV exposure status and included only women who had EPDS data from the 10–14-week visit. Women were censored at the time of a first missed visit. Changes in EPDS scores over time were examined by stratifying women based on the quartile of 10–14 week EPDS score.
To assess the association at 10–14 weeks postpartum between maternal HIV status and PPD and between infant HIV status among HIV-infected women and PPD, we calculated prevalence ratios (PRs) and 95% CIs using multivariable log binomial regression to account for the high (11%) frequency of the outcome.36 Multivariable models contained the exposure (either maternal HIV or infant HIV infection), the outcome (PPD at 10–14 weeks after delivery), and covariables found to be associated with the exposure or with PPD based on bivariate analysis (P < 0.20) or known from the literature to be associated with the exposure or with PPD. The following covariables were explored for associations with PPD: maternal age, maternal marital status, maternal education, whether the mother reported experiencing any problems during the pregnancy (yes or no), whether the father was living with the child, electricity in the home, mobile phone in the home, ownership of any land by the household, whether there was more than 1 separate room for sleeping, whether the mother perceived she had enough money to meet her needs, whether the mother reported she was hungry because she did not have enough food, infant gender, and whether there were other children in the household. We assessed the association between each pair of confounders to avoid colinearity. In the case of collinear variables (odds ratio ≥ 3), only 1 variable was retained based on relationships with other variables being explored. To construct the final model, we used a manual, backward elimination, change-in-estimate strategy. Potential confounders were removed from the preliminary full model in order of P value magnitude. If the exposure-outcome association changed by less than 10% overall and in all strata of an interacting variable, a given covariable was not retained.37
The University of Malawi College of Medicine Research and Ethics Committee and the University of North Carolina at Chapel Hill Institutional Review Board approved the study. Informed consent was obtained before conducting any study-related procedures.
A total of 556 children were enrolled in the parent study between May 2008 and July 2011. There were 492 mothers with EPDS data available at the 10–14-week visit, 389 at 6 months, 353 at 9 months, 326 at 12 months, 287 at 15 months, and 276 at 18 months. Overall, 156 HIV-uninfected and 373 HIV-infected women contributed data on EPDS. At the 10–14-week visit, 338 (68.9%) women were HIV infected and 74 (15%) infants were HIV infected. The mean age of the mothers at the time of enrolment was 27.1 years (SD, 5.3). Demographic and socioeconomic characteristics were similar between HIV-infected and uninfected mothers, with the exception of lower levels of education and household land ownership and older age among HIV-infected women (Table 1). When comparing HIV-infected women with and without infected infants, women with uninfected infants were more likely to be taking antiretrovirals but were comparable in other measured characteristics.
Prevalent and Incident PPD
During the first 12 months after delivery, the overall prevalence of PPD ranged from 7.4% to 11%, with the highest prevalence at the visit at 10–14 weeks postpartum (Table 2). At that visit, the prevalence of PPD was higher among HIV-infected women with infected infants (18.9%) compared with HIV-infected women with uninfected infants (9.5%, P = 0.03) and HIV-uninfected women (9.7%, P = 0.05) (Fig. 1). There was no statistically significant difference between the prevalence of PPD when considering only the mother’s HIV status (P = 0.55). The cumulative probability of PPD-free survival is illustrated in Figure 2 and demonstrates the higher frequency of depression among women with HIV-infected infants (Wilcoxon P = 0.03). Overall, the cumulative probability of experiencing PPD over the first 12 months postpartum was estimated to be 33.5% for HIV-infected mothers with HIV-infected infants vs. 22.5% for HIV-infected mothers with uninfected infants and 23.2% for HIV-uninfected mothers.
Although women in the 2 highest baseline quartiles for PPD, and especially women in the highest quartile, showed substantial improvement by 6 months, regression to the mean was gradual after that (Fig. 3). Incident PPD was observed in 5.6% (18/323) of previously nondepressed mothers at 6 months, in 6.4% (19/295) at 9 months, and in 2.7% (7/258) at 12 months. Meanwhile, among mothers with PPD at the 10–14-week visit, 72.2% (26/36) resolved by 6 months; among mothers with PPD at the 6-month visit, 51.9% (14/27) had resolved by 9 months; and among mothers with PPD at the 9-month visit, 73.3% (22/30) had resolved by 12 months. Among 41 women with PPD at the 10–14-week visit and at least 1 follow-up in the first year, 46.3% (19/41) experienced PPD at at least 1 additional visit.
Association Between Maternal HIV, Infant HIV, and PPD
At the 10–14-week visit, the PR for the association between maternal HIV and PPD was 1.18 (95% CI: 0.68 to 2.08). None of the covariates explored (mother’s employment status, insufficient money, mothers’ education, electricity in the household, mother’s marital status, mother’s age, any problems during the current pregnancy, and the child’s gender) met the prespecified criteria for confounding. The crude PR for the association of infant HIV infection status and PPD among HIV-infected mothers was 2.0 (95% CI: 1.1 to 3.6). Because of the small number of women taking antiretrovirals in the HIV-infected infant group, maternal antiretroviral status could not be included in the multivariate model, but PPD was not associated with maternal antiretroviral status among HIV-infected women with uninfected infants (PR = 1.05, 95% CI: 0.45 to 2.48).
Overall, we found a prevalence of PPD of 11% at 10–14 weeks postpartum among HIV-infected and HIV-uninfected women found, which is at the lower end of the range of PPD reported for low-income countries.9,10 PPD prevalence was not different between HIV infected and uninfected mothers. Three smaller studies examining the association between maternal HIV infection and mental health in the postpartum period in Africa have reported conflicting results.19–21 A cross-sectional study in Malawi of 314 women assessed at a median of 10 months postpartum found an increased risk of common mental disorders in HIV-infected women (β = 1.29, P = 0.046). In contrast, a cohort study assessed 272 Zambian women and found that HIV was not associated with mental morbidity in the first 16 weeks postpartum. A cross-sectional study of 179 women in Zimbabwe assessed at 6 weeks postpartum estimated an almost 2-fold increase in PPD, but the difference was not statistically significant (adjusted odds ratio = 1.95, 95% CI: 0.76 to 4.99). Only the study in Zimbabwe specifically investigated PPD, and infant HIV status was not known in any of these studies.
An important strength of our study was the cohort design with accurate monitoring of infant HIV status between the age 6 weeks and 18 months. Among HIV-infected women, having an HIV-infected infant was associated with a 2-fold increase in PPD (PR = 2.0, 95% CI: 1.1 to 3.6) compared with HIV-infected women whose infant was free of HIV infection. This finding is in line with other studies that suggested that the risk for PPD may be more associated with illness of the mother and infant rather than solely the mother’s HIV status.19 In this study, 10–14 weeks was the time at which the mother was informed of the infant’s HIV test results. Even though the EPDS asks about feelings over the past week, it is possible that the women’s feelings about the infant’s HIV status influenced the responses they gave on the EPDS. It is, therefore, possible that the higher prevalence of PPD represents a reaction to the news of the infant’s status. There is also evidence that infant illness is associated with higher prevalence of PPD,38,39 and we found a higher proportion of HIV-infected infants had been hospitalized since birth. Illness of the child and reaction to the child’s diagnosis could thus be contributing to higher prevalence of PPD among women with HIV-infected children. Alternatively, the higher prevalence of PPD observed among women with HIV-infected infants could also have been because of depression that started before or during pregnancy, a known risk factor for PPD.40 Depression before or during the pregnancy could influence the mother’s uptake of antiretroviral treatment or adherence to prevention of mother-to-child transmission protocols during pregnancy and after the birth of the child. Similarly, there may be sociodemographic and clinical risk factors that increase a woman’s susceptibility to depression in the perinatal period and a child’s risk of HIV acquisition. These issues warrant further examination.
The fact that approximately 6% women presented with new PPD at 6 and 9 months suggests that it may be important to continue to monitor women for PPD over the first year after delivery. Although most common in the first 3 months postpartum, some women may not exhibit signs of PPD until later in the first year,2 particularly in the context of chronic stressors and inadequate support.41 Repeated screenings to detect PPD may be particularly valuable given that depression has been associated with progression of HIV in the general population.42,43 However, special attention must be paid to the sensitivity and specificity of the screening tool and to the costs and consequences of managing false positives and false negatives.44–47
In this study, there was no intervention offered for women exhibiting signs of PPD. Although women may have sought out help for their depression, Malawi has limited mental health resources,48 and it is unlikely that any formal treatment was provided to the majority of women suffering from PPD. The fact that 46% women with PPD at the 10–14-week visit exhibited PPD at a later visit suggests there may be a need for PPD resources for women exhibiting PPD, especially among women whose infant is diagnosed with HIV infection.
Although the relatively large sample size, longitudinal design, good retention, and accurate knowledge of infant HIV status are important strengths, our study has important limitations. We did not have access to information about the mother’s mental health history or her feelings about the pregnancy, factors associated with PPD in some studies.34,35,38,49,50 We did not administer the EPDS before the mother was informed of the infant’s HIV status. The EPDS is only a screening tool and not a clinical diagnosis of depression; however, the instrument has been widely validated and applied.8 It is also possible that women experiencing PPD may have been less likely to enroll in the study, which may have resulted in underestimates of PPD prevalence. Finally, infant death, which was experienced by 40 women in this study, led to discontinuation in the parent study. Consequently, we did not have follow-up information after the child’s death, a time during which these women may have been at high risk of developing PPD. Our estimate of incident PPD may, therefore, have been underestimated.
In conclusion, in this cohort of Malawian women, we found that HIV infection of the child, but not of the mother, was associated with a 2-fold increase in prevalence of PPD at 10–14 weeks postpartum. Future studies assessing the continuum of depression during and following pregnancy and specifically examining PPD before and after a mother learns of her child’s HIV test results will help to further elucidate the relationship between infant HIV infection and maternal PPD. A qualitative study among women with HIV-infected children could also provide valuable insight. Meanwhile, it may be important to examine the feasibility and clinical value of routinely screen women whose infant is diagnosed with HIV and to consider including care and support for PPD as part of their HIV care and treatment package.
The authors would like to thank Chawanangwa Chirambo and the CHIDEV clinical officers and nurses in Blantyre, the staff at the Malawi-Liverpool-Wellcome Trust,, and Elizabeth Cromwell and Jill Lebov at UNC. They also thank all the participating women and children, who made this study possible.
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