Depressive disorders are among the top 10 causes of the global burden of disability-adjusted life-years (Global Burden of Disease Study 2013 Collaborators, 2015). People living with HIV (PLWH) are more likely to experience depression than uninfected people (Boarts, Buckley-Fischer, Armelie, Bogart, & Delahanty, 2009; Endeshaw et al., 2014; Nyirenda, Chatterji, Rochat, Mutevedzi, & Newell, 2013). Several individual studies and meta-analyses link depression to adverse HIV-related outcomes among PLWH, including lower antiretroviral therapy (ART) uptake, lower ART adherence and reduced overall health status (Boarts et al., 2009; Endeshaw et al., 2014; Kingori, Haile, & Ngatia, 2015; Yotebieng, Fokong, & Yotebieng, 2017). Few studies have assessed the relationship of postpartum depression (PPD) among mothers living with HIV and prevention of mother-to-child HIV transmission (PMTCT) outcomes beyond the uptake of services and breastfeeding practices (Hartley et al., 2010; Tuthill, Pellowski, Young, & Butler, 2017; Yotebieng et al., 2017). Even fewer data are currently available on PPD and PMTCT outcomes among mothers living with HIV in low and middle-income countries (LMICs; Hartley et al., 2010; Tuthill et al., 2017; Yotebieng et al., 2017). Therefore, the impact of PPD among mothers living with HIV on clinical PMTCT outcomes in LMICs is not well understood.
PPD can decrease a mother’s engagement in health promotion activities (Madeghe, Kimani, Stoep, Nicodimos, & Kumar, 2016; Rahman, Bunn, Lovel, & Creed, 2007). Among mothers living with HIV, this could negatively influence uptake of and adherence to PMTCT services (including antenatal care attendance, HIV testing, and antiretrovirals [ARVs]), which, in turn, could increase mother-to-child transmission (MTCT). The impact of PPD on PMTCT outcomes could have significant implications, particularly in regions with high maternal HIV burden and where MTCT persists as a public health challenge. To date, few studies have reported the prevalence of PPD in Kenya and none have evaluated the relationship of PPD and PMTCT outcomes among mothers living with HIV (Yator, Mathai, Vander Stoep, Rao, & Kumar, 2016).
We assessed the prevalence of depressive symptoms among postpartum mothers living with HIV in Kenya and evaluated the relationship between maternal depressive symptoms and PMTCT outcomes, including uptake of maternal and infant ARVs for PMTCT, MTCT, and maternal health.
Methods
Study Design and Data Sources
We conducted a secondary analysis using data from a large cross-sectional survey of mother-infant pairs (McGrath et al., 2018). The parent survey was conducted in 141 maternal-child health clinics across Kenya between June and December 2013 and collected data from mother-infant pairs attending clinic for 6-week or 9-month infant immunizations. The overall aim of the parent study was to evaluate PMTCT programmatic effectiveness by administering questionnaires to determine prior maternal HIV testing and ARV use and conducting HIV virologic testing of infants to determine HIV status. Facility selection, sampling, and survey methods have been previously described (McGrath et al., 2018). Briefly, probability proportionate to size sampling was used to randomly sample facilities. All eligible mother-infant pairs attending selected facilities during a fixed 5-day period were recruited.
Standardized questionnaires were administered by study nurses to obtain information on socio-demographic characteristics, obstetric history, and maternal and infant health indicators. Maternal HIV status and ARV use by mothers and infants was self-reported by mothers and verified by the women’s Maternal and Child Health Booklet. Dimensions of HIV-related stigma and discrimination were assessed using a validated tool developed to assess blame/judgment and moral values of shame (Kohler et al., 2014; Turan & Nyblade, 2013). Experience of intimate partner violence (IPV) within the past 6 months was assessed using the Hurt, insulted, Threatened with Harm, and Screamed (HiTS) domestic violence screening tool (Sherin, Sinacore, Li, Zitter, & Shakil, 1998). IPV was defined as a HiTS score higher than 10 (Sherin et al., 1998). Maternal depressive symptoms were assessed using the Patient Health Questionnaire (PHQ)-9, which has been validated for use in Kenya (Monahan et al., 2009). According to Kroenke, Spitzer, and WIlliams (2001), having symptoms of moderate depression is indicated by a PHQ-9 score higher than 10. A meta-analysis of PHQ-9 utilization determined that an optimal cutoff score range between 8 and 11 yielded no differences in diagnostic performance for moderate depressive symptoms (sensitivity or specificity; Manea, Gilbody, & McMillan, 2012). We defined having moderate depressive symptoms as a PHQ-9 score greater than or equal to 8.
Laboratory procedures have previously been described in detail (McGrath et al., 2018). Briefly, infant HIV testing was conducted using a dry blood spot specimen for DNA polymerase chain reaction. Dry blood spot samples were sent to Kenya Medical Research Institute-Centers for Disease Control and Prevention national laboratory, and polymerase chain reaction results were returned to clinics, which then provided results to mothers per national guidelines. Support services and HIV care referrals were made for mothers whose infants tested positive (McGrath et al., 2018).
Ethical Approval
This study was approved by the Kenya Medical Research Institute’s Scientific and Ethics Review Unit, the U.S. Centers for Disease Control and Prevention Office of the Associate Director for Science, and the Committee on Human Research of the University of Washington.
Statistical Analysis
Analyses for our study included only mothers living with HIV. Descriptive statistics were used to identify differences between postpartum mothers with and without depressive symptoms. Logistic regression models were used to determine the association between maternal depressive symptoms and each respective dichotomized outcome (infant HIV-infection [yes/no] at 6 weeks, 9 months, or either; uptake of maternal ARVs at pregnancy, birth, and breastfeeding [yes/no]; and receipt of infant ARVs [yes/no]). All models accounted for clinic-level clustering. We performed sensitivity analyses by repeating the primary analysis using cutoff of PHQ-9 greater than 10 to reduce potential misclassification.
Results
Overall, 498 mothers were included in our analysis; 52% were attending 6-week postnatal visits and 48% 9-month visits. The median age of the mothers was 28 years (interquartile range [IQR] 24–32); 17% of the women were unmarried, and the median relationship length in those with male partners was 5 years (IQR 3–10). The average years of completed education was 8 (IQR 7–11). The women in the sample had a median of 3 (IQR 2–4) living children. Overall, 6% of the women had PHQ-9 scores of at least 8, 5% in women attending 6-week visits and 7% in those attending 9-month visits. Women who had experienced IPV in the past 6 months were more likely to have moderate depressive symptoms than women who did not experience IPV (39% vs. 12%, respectively, p < 0.001). We did not detect differences in other demographic, relationship, or clinical characteristics between women with and without moderate depressive symptoms (Table 1).
Table 1.
N (%) or Median (IQR) |
Logistic Regression Models |
|||||
---|---|---|---|---|---|---|
N | Overall (n = 498) |
PHQ-9 score |
||||
< 8 (n = 467) |
≥ 8 (n = 31) |
Odds Ratio (95% CI) | p-value | |||
Demographics | ||||||
Age (years) | 498 | 28 (24–32) | 28 (24–32) | 26 (24–32) | 0.98 (0.92–1.04) | 0.508 |
Unmarried | 498 | 86 (17%) | 82 (18%) | 4 (13%) | 0.70 (0.24–2.02) | 0.501 |
Relationship duration (years) | 420 | 5 (3–10) | 5 (3–10) | 4 (2–10) | 0.96 (0.90–1.03) | 0.281 |
Education (years completed) | 498 | 8 (7–11) | 8 (7–11) | 8 (6–10) | 0.92 (0.83–1.01) | 0.084 |
Currently employed1 | 492 | 207 (42%) | 193 (42%) | 14 (45%) | 1.14 (0.56–2.22) | 0.689 |
Partner/relationship characteristics | ||||||
Partner age (years)2 | 349 | 35(30–40) | 35 (30–40) | 34 (30–36) | 1.00 (0.94–1.06) | 0.976 |
Partner HIV status unknown2 | 420 | 104 (25%) | 94 (24%) | 10 (37%) | 0.53 (0.22–1.28) | 0.159 |
Partner living with HIV2,3 | 316 | 228 (75%) | 216 (72%) | 12 (71%) | 0.92 (0.26–3.24) | 0.898 |
Disclosed HIV status to partner2 | 498 | 411 (83%) | 389 (83%) | 22 (71%) | 0.49 (0.18–1.30) | 0.151 |
Experienced IPV in past 6 months4 | 498 | 66 (13%) | 54 (12%) | 12 (39%) | 4.83 (2.30–10.16) | < 0.001 |
Obstetric history | ||||||
Current postpartum visit | ||||||
6-week | 498 | 260 (52%) | 246 (53%) | 14 (45%) | 0.74 (0.36–1.54) | 0.415 |
9-month | 498 | 238 (48%) | 221 (47%) | 17 (55%) | ref | |
Number of living children | 492 | 3 (2–4) | 3 (2–4) | 2 (2–4) | 0.88 (0.71–1.09) | 0.238 |
≥ 4 ANC visits5 | 498 | 273 (54%) | 257 (54%) | 16 (53%) | 0.85 (0.40–1.82) | 0.680 |
Health facility delivery5 | 498 | 411 (83%) | 387 (83%) | 24 (77%) | 0.71 (0.30–1.66) | 0.423 |
Stigma and discrimination | ||||||
Externalized stigma | ||||||
HIV is a punishment from God | 480 | 124 (26%) | 113 (25%) | 11 (38%) | 1.83 (0.73–4.58) | 0.195 |
HIV is a punishment for bad behavior | 483 | 118 (24%) | 109 (24%) | 9 (31%) | 1.42 (0.56–3.61) | 0.452 |
Prostitutes spread HIV | 480 | 99 (21%) | 91 (20%) | 8 (28%) | 1.51 (0.62–3.68) | 0.364 |
PLWH are promiscuous | 485 | 59 (12%) | 51 (11%) | 8 (28%) | 3.03 (1.10–8.30) | 0.032 |
Internalized stigma | ||||||
I am ashamed of being infected with HIV | 492 | 65 (13%) | 59 (13%) | 6 (19%) | 1.64 (0.57–4.68) | 0.356 |
I would be ashamed if a person in my family has HIV | 491 | 46 (9%) | 41 (9%) | 5 (16%) | 1.97 (0.66–5.82) | 0.220 |
PLWH should be ashamed | 490 | 28 (6%) | 26 (6%) | 2 (6%) | 1.15 (0.244–5.39) | 0.859 |
Discrimination due to HIV status6 | ||||||
Excluded from a social gathering | 498 | 25 (5%) | 19 (4%) | 6 (19%) | 5.67 (1.90–16.88) | 0.002 |
Abandoned by spouse/partner | 498 | 39 (8%) | 32 (7%) | 7 (23%) | 3.37 (1.41–8.07) | 0.007 |
Abandoned by family/sent away | 498 | 16 (3%) | 12 (3%) | 4 (13%) | 5.62 (1.76–17.93) | 0.004 |
Isolated in household | 498 | 18 (4%) | 14 (3%) | 4 (13%) | 4.79 (1.46–15.70) | 0.010 |
No longer visited by family/friends | 498 | 21 (4%) | 15 (3%) | 6 (19%) | 7.23 (2.57–10.36) | < 0.001 |
Teased or sworn at | 498 | 41 (8%) | 37 (8%) | 4 (13%) | 1.72 (0.54–5.49) | 0.355 |
Lost customers/job | 498 | 47 (9%) | 39 (8%) | 8 (26%) | 4.09 (1.76–9.50) | 0.001 |
Lost housing | 498 | 9 (2%) | 5 (1%) | 4 (13%) | 13.69 (3.91–47.86) | < 0.001 |
Denied religious rites/services | 498 | 7 (1%) | 6 (1%) | 1 (3%) | 1.67 (0.33–8.38) | 0.530 |
Had property taken away | 498 | 10 (2%) | 7 (1%) | 3 (10%) | 7.04 (1.84–27.01) | 0.005 |
Gossiped about | 498 | 31 (6%) | 27 (6%) | 4 (13%) | 1.58 (0.82–3.05) | 0.171 |
Lost standing within family/community | 498 | 37 (7%) | 31 (6%) | 6 (19%) | 2.90 (1.13–7.42) | 0.027 |
Threatened with violence | 498 | 17 (3%) | 14 (3%) | 3 (10%) | 3.47 (0.88–13.71) | 0.076 |
Note. PHQ = Patient Health Questionnaire; IPV = intimate partner violence; ANC = antenatal care; PLWH = people living with HIV.
Employed defined as currently generating income through salaried or self-employment.
Among women who currently have a partner.
Among women who know their male partner’s HIV status.
IPV defined as having a score ≥10.5 on HITS scale.
During the most recent pregnancy.
Experienced in the last year.
Stigma and Discrimination
One-fourth (26%) of the women agreed with the statement, HIV is a punishment from God. Women with depressive symptoms more frequently agreed with the statement, People living with HIV are promiscuous, than women without moderate depressive symptoms (28% vs. 11%, p = 0.032). We did not detect differences between women with and without moderate depressive symptoms in the frequency of other measures of externalized and internalized HIV stigma (Table 1). Overall, frequency of experiencing discrimination within the last year because of one’s HIV status was less than 10% for all acts of discrimination assessed. Women with moderate depressive symptoms were significantly more likely to report that they experienced acts of discrimination due to their HIV status than women without moderate depressive symptoms, including being abandoned by family members (p = 0.004), being excluded from family and social gatherings (p = 0.002), and losing employment (p = 0.001), housing (p < 0.001), or standing in community (p = 0.027; Table 1). Among women with moderate depressive symptoms, the most frequently reported acts of discrimination were losing jobs/customers (26%), being abandoned by a spouse (23%), being excluded from social gatherings (19%), and losing standing within the family or community (19%).
PMTCT Outcomes
Overall, 81% of the women in our study reported use of maternal ARVs during all time points (pregnancy, labor, breastfeeding). We did not detect differences between maternal uptake of ARVs during pregnancy, labor, or breastfeeding among women with and without moderate depressive symptoms (Table 2). Women with moderate depressive symptoms were more likely to have infants who did not receive ARVs for prophylaxis than women without moderate depressive symptoms (13% vs 2%, odds ratio [OR] 6.14, 95% CI 1.76–21.64, p = 0.005). Overall, 4% of infants attending 6-week immunization visits were HIV infected and 5% of infants attending 9-month visits were HIV infected. The likelihood of having an infant with HIV was 3.89-fold higher for women with moderate depressive symptoms than for women without moderate depressive symptoms (OR 3.89, 95% CI 1.24–12.25, p = 0.021). Of the four infants living with HIV who had mothers with moderate depressive symptoms, three did not receive ARV prophylaxis and were diagnosed with HIV during study procedures; one 9-month-old infant was diagnosed with HIV prior to the survey. Analyses using a cutoff of PHQ-9 greater than 10 produced results that were very similar to our primary models, although statistical power was limited (data not shown).
Table 2.
N | Overall (n = 498) |
N (%) |
||||
---|---|---|---|---|---|---|
PHQ-9 < 8 (n = 467) |
PHQ-9 ≥ 8 (n = 31) |
Odds Ratio (95% CI)4 | p-value | |||
Maternal or infant ARV use | ||||||
Maternal ARV use (ART or PMTCT) | ||||||
During pregnancy | 450 | 426 (95%) | 400 (94%) | 26 (100%) | - | |
During labor | 494 | 445 (90%) | 419 (90%) | 26 (87%) | 0.69 (0.24–2.05) | 0.509 |
During breastfeeding | 498 | 433 (87%) | 408 (87%) | 25 (81%) | 0.60 (0.21–1.74) | 0.345 |
All time points | 491 | 399 (81%) | 375 (82%) | 24 (77%) | 0.78 (0.30–2.03) | 0.603 |
Infant did not receive ARV prophylaxis | 498 | 15 (3%) | 11 (2%) | 4 (13%) | 6.14 (1.76–21.38) | 0.005 |
Infant outcomes | ||||||
HIV infection | ||||||
6-weeks2 | 244 | 10 (4%) | 9 (4%) | 1 (8%) | 2.06 (0.23–18.53) | 0.516 |
9-months3 | 233 | 11 (5%) | 8 (4%) | 3 (18%) | 5.57 (1.48–21.02) | 0.012 |
6-weeks or 9-months | 477 | 21 (4%) | 17 (4%) | 4 (13%) | 3.89 (1.24–12.25) | 0.021 |
Note. PHQ = Patient Health Questionnaire; ARV = antiretroviral; ART = antiretroviral therapy; PMTCT = prevention of mother-to-child transmission of HIV.
Postpartum depression defined as a PHQ-9 score ≥ 8.
Among infants attending 6-week immunization visit.
Among infants attending 9-month immunization visit.
All models adjusted for clinic-level clustering.
Discussion
In our study, 6% of women living with HIV surveyed at 6 weeks or 9 months postpartum had symptoms of moderate depression. Having moderate depressive symptoms was significantly associated with externalized stigma and discrimination but not internalized stigma. Maternal depressive symptoms were also associated with non-use of infant ARV prophylaxis and higher likelihood of infant HIV infection. To our knowledge, no other studies to date have evaluated the relationship between postpartum depression and MTCT. Our results highlight the need for additional research and mental health services for mothers living with HIV and experiencing depressive symptoms, especially within the context of sub-Saharan Africa where MTCT persists as a public health problem.
LMIC settings have limited resources for mental health care, as few practitioners are trained on screening and treating mental health issues (Almond, 2009). PPD affects women at a critical period in the lives of both mothers and infants and is common, with some studies reporting rates of PPD between 5% and 35% in LMICs (Adewuya, Ola, Aloba, Mapayi, & Okeniyi, 2008). In uninfected populations, PPD has been associated with risk of poor infant outcomes, including poor postnatal growth, obesity, and neurocognitive delays (Adewuya et al., 2008; Ciesla & Roberts, 2001; Gold, Spangenberg, Wobil, & Schwenk, 2013; Guo et al., 2013). PPD among mothers living with HIV has been associated with adverse outcomes such as increased infant withdrawal symptoms, higher rates of infant wheezing, and lower rates of exclusive breastfeeding (Hartley et al., 2010; Tuthill et al., 2017). In general, PLWH experience nearly twice the rate of depression compared to uninfected individuals (Bernard, Dabis, & de Rekeneire, 2017; Boarts et al., 2009; Ciesla & Roberts, 2001; Endeshaw et al., 2014; Nyirenda et al., 2013). In the context of high HIV burden, this could translate to a substantial burden of PPD and sequelae among mothers living with HIV and underscores the need for improving PPD screening and treatment services for this population (Bernard et al., 2017).
Using the PHQ-9 tool, we found that prevalence of PPD was less than 10% among postpartum women across 141 clinics in Kenya. To date, only one small study has evaluated PPD among women living with HIV in Kenya, finding that 48% of attendees at the Kenyatta National Hospital PMTCT clinic, located in Nairobi, screened positive for depressive symptoms using the Edinburgh Postnatal Depression Scale (EPDS; Yator et al., 2016). The EPDS has not been validated in Kenya and the study was solely based in one large, urban facility, which may account for the differences in PPD prevalence. Future validation studies that assess the PHQ-9 and EPDS in the same study population could help to understand the most culturally appropriate and valid tool for PPD screening in Kenya.
We found that women with moderate depressive symptoms more frequently experienced acts of discrimination because of their HIV status than women without depression, consistent with other studies (Kohler et al., 2014). This included substantial losses: being abandoned by one’s partner and family, isolation, and losing houses, property, jobs, and social standing. However, unlike other studies, we did not detect differences in internalized or externalized stigma between mothers with and without depression (Goodin et al., 2018; Onyebuchi-Iwudibia & Brown, 2014). This could be due to our sampling, which only included mother-infant pairs attending scheduled immunization appointments at maternal-child health clinics. It is possible that stigmatized mothers were less likely to attend clinic. Despite ongoing global efforts to reduce HIV-related stigma and discrimination, our results indicate that additional programs are needed. Nearly one-fourth of women with depressive symptoms reported they had been abandoned by a spouse due to their HIV status. Consistent with findings in other parts of sub-Saharan Africa, we found an association between IPV and PPD (Goodin et al., 2018; Mahenge, Stöckl, Mizinduko, Mazalale, & Jahn, 2018; Rogathi et al., 2017). Screening for both IPV and PPD within the context of PMTCT programs could help identify postpartum women in greatest need of interventions.
Our study had limitations. We used cross-sectional data and, therefore, MTCT could have occurred before the mothers’ depressive symptoms and led to maternal depression. However, three of the four cases of infant HIV among women with depression were detected after the assessment of depressive symptoms at the survey, making this unlikely. Although the PHQ-9 depression-screening tool has been validated in Kenya, other screening tools, such as the EPDS, may yield different results. Additionally, statistical power was limited due to the relatively small number of infant HIV infections; therefore, we could not conduct multivariate statistical models.
Conclusion
Moderate depressive symptoms among postpartum mothers living with HIV were associated with lower likelihood of infant receipt of ARV prophylaxis for PMTCT and increased likelihood of MTCT. Postpartum mothers with moderate depressive symptoms were also more likely to experience discrimination. Our results underscore the need for continued efforts to reduce HIV-related stigma and discrimination. Our findings also support expanding depression screening and psychosocial services within the context of PMTCT clinical settings to improve both maternal mental health and infant outcomes.
Acknowledgements
This work has been supported in part by the U.S. President’s Emergency Plan for AIDS Relief (PEPFAR) through the U.S. Centers for Disease Control and Prevention (CDC) under the terms of COAG#U2GPS002047 (PI: Grace John-Stewart). JP was supported by a NIH training grant F32NR017125 (PI: Jillian Pintye), CJM by the University of Washington STD/AIDS Research Training Fellowship (NIH NRSA T32AI007140; PI: Sheila Lukehart), and GJS by a NIH K24 grant (K24HD054314; PI: Grace John-Stewart). The CHIME Team was supported by the University of Washington’s Global Center for Integrated Health of Women Adolescents and Children (Global WACh) and Center for AIDS Research (CFAR; P30 AI027757; PI: Jared M. Baeten).
We thank all study participants for their contributions, and staff at all participating institutions for their support. The study team acknowledges the Director of Kenya Medical Research Institute for support.
Disclaimer
The findings and conclusions in this paper are those of the author(s) and do not necessarily represent the official position of the funding agencies/Government of Kenya.
Footnotes
Disclosures
The authors report no real or perceived vested interests related to this article that could be construed as a conflict of interest.
Contributor Information
Tyson Hegarty, Department of Global Health, University of Washington, Seattle, Washington, USA..
Christine J. McGrath, Department of Global Health, University of Washington, Seattle, Washington, USA..
Benson Singa, Kenya Medical Research Institute, Nairobi, Kenya..
John Kinuthia, Kenyatta National Hospital, Nairobi, Kenya..
Grace John-Stewart, Departments of Global Health, Medicine, and Epidemiology University of Washington, Seattle, Washington, USA..
Jillian Pintye, Department of Family and Child Nursing, University of Washington, Seattle, Washington, USA.
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