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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2023.1259830</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Depression and perceived stress among perinatal women living with HIV in Nigeria</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Akinsolu</surname> <given-names>Folahanmi T.</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author"><name><surname>Abodunrin</surname> <given-names>Olunike R.</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="aff" rid="aff3"><sup>3</sup></xref><xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author"><name><surname>Lawale</surname> <given-names>Abisola A.</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Bankole</surname> <given-names>Samuel A.</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Adegbite</surname> <given-names>Zaniab O.</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Adewole</surname> <given-names>Ifeoluwa E.</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Olagunju</surname> <given-names>Mobolaji T.</given-names></name><xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author"><name><surname>Ola</surname> <given-names>Oluwabukola M.</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Dabar</surname> <given-names>Anita M.</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Sanni-Adeniyi</surname> <given-names>Rukayat A.</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Gambari</surname> <given-names>Aisha O.</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author"><name><surname>Njuguna</surname> <given-names>Diana Wangeshi</given-names></name><xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<contrib contrib-type="author"><name><surname>Salako</surname> <given-names>Abideen O.</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author"><name><surname>Ezechi</surname> <given-names>Oliver C.</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Public Health, Lead City University</institution>, <addr-line>Ibadan</addr-line>, <country>Nigeria</country></aff>
<aff id="aff2"><sup>2</sup><institution>Nigerian Institute of Medical Research</institution>, <addr-line>Lagos</addr-line>, <country>Nigeria</country></aff>
<aff id="aff3"><sup>3</sup><institution>Lagos State Health Management Agency, Ministry of Health</institution>, <addr-line>Lagos</addr-line>, <country>Nigeria</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Epidemiology and Health Statistics, School of Public Health, Nanjing Medical University</institution>, <addr-line>Jiangning, Jiangsu</addr-line>, <country>China</country></aff>
<aff id="aff5"><sup>5</sup><institution>School of Nursing, Department of Medical-Surgical Nursing, Dedan Kimathi University of Technology</institution>, <addr-line>Nairobi</addr-line>, <country>Kenya</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Olumide Abiodun, Babcock University, Nigeria</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Albert Kimtai Tele, VU Amsterdam, Netherlands; Vanessa Laguette, University of Picardie Jules Verne, France</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Folahanmi T. Akinsolu, <email>folahanmi.tomiwa@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>11</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1259830</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>07</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>10</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Akinsolu, Abodunrin, Lawale, Bankole, Adegbite, Adewole, Olagunju, Ola, Dabar, Sanni-Adeniyi, Gambari, Njuguna, Salako and Ezechi.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Akinsolu, Abodunrin, Lawale, Bankole, Adegbite, Adewole, Olagunju, Ola, Dabar, Sanni-Adeniyi, Gambari, Njuguna, Salako and Ezechi</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Background</title>
<p>Pregnancy and postpartum periods are crucial stages for women&#x2019;s mental health, and women living with HIV are particularly susceptible to depression and psychological stress due to various factors. This study investigated the prevalence and associated factors of depression and perceived stress among women living with HIV during their perinatal period in Ibadan, Nigeria.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>A cross-sectional survey was conducted in three HIV treatment centers in Ibadan, Nigeria, among women living with HIV between the ages of 19 and 49 who were either pregnant or had given birth within the last 2&#x2009;years. The study was conducted from September 2022 to December 2022. An interviewer-administered questionnaire was used to collect the data from the participants. Ethical approval and informed consent were obtained, and data were analyzed using the Statistical Package for Social Science version 26.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>The study included 402 participants, of whom 69.0 and 78.0% reported symptoms of depression and perceived stress, respectively. However, 15.2% of the participants have comorbid depression and stress. Positive partner status was significantly associated with lower perceived depression, while gestational age between 29 and 40&#x2009;weeks was significantly associated with lower perceived stress. The co-occurrence of depression and perceived stress was associated with partner status, income level, family support, gestational age, and years on antiretroviral therapy.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>The high prevalence of depression, perceived stress, and their co-occurrence among women living with HIV during the perinatal period call for incorporating mental health care into routine maternal healthcare for all women, particularly those living with HIV. This finding emphasizes the need for public health efforts to prioritize perinatal mental health and improve access to care and support for women and their partners.</p>
</sec>
</abstract>
<kwd-group>
<kwd>depression</kwd>
<kwd>stress</kwd>
<kwd>HIV</kwd>
<kwd>pregnancy</kwd>
<kwd>mental health</kwd>
</kwd-group>
<contract-sponsor id="cn1">Fogarty International Center<named-content content-type="fundref-id">10.13039/100000061</named-content></contract-sponsor>
<contract-sponsor id="cn2">National Institute of Health</contract-sponsor>
<counts>
<fig-count count="1"/>
<table-count count="7"/>
<equation-count count="0"/>
<ref-count count="42"/>
<page-count count="10"/>
<word-count count="7190"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Public Mental Health</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<title>Introduction</title>
<p>For decades, the HIV epidemic has remained a significant global health challenge, with an estimated 38 million individuals infected globally. Sub-Saharan Africa accounts for 71% of the worldwide population of people living with HIV (<xref ref-type="bibr" rid="ref1">1</xref>), with a prevalence rate of 1.4% in Nigeria, making it the third most HIV-burdened country (<xref ref-type="bibr" rid="ref1">1</xref>). Moreover, the burden of HIV in Nigeria is the highest among the female adult population and a known predisposition of maternal mortality with an estimated prevalence of 26.4% among pregnant cohorts (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref3">3</xref>).</p>
<p>More women have symptoms of depression in comparison to men, and this gendered pattern exists among people living with HIV (<xref ref-type="bibr" rid="ref4 ref5 ref6">4&#x2013;6</xref>). Women living with HIV (WLHIV), especially in low and middle-income countries (LMICs), experience significant psychological challenges, such as depression, stress, and anxiety, due to their HIV diagnosis (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref8">8</xref>). Studies have also shown that WLHIV is susceptible to more severe mental illness symptoms such as depression, anxiety, and posttraumatic stress disorder (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref9">9</xref>).</p>
<p>Pregnancy and postpartum periods are some of the most vulnerable periods that may contribute to symptoms of depression in women (<xref ref-type="bibr" rid="ref10">10</xref>). The prevalence of depressive symptoms among pregnant women ranges from 11.4 to 40.0%, which is higher than that of women generally (<xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref12">12</xref>). In a study conducted in Nigeria, the prevalence of postpartum depression was 35.6% (<xref ref-type="bibr" rid="ref13">13</xref>), while in Kenya, 44.2% (<xref ref-type="bibr" rid="ref14">14</xref>) was reported among other locations where similar studies have been conducted. Furthermore, as previously reported in a study, mothers who experienced preterm deliveries had 5.75 times higher odds of developing symptoms associated with depression and anxiety compared to mothers who carried their pregnancies to full term. This elevated risk can be attributed to the unexpected nature of premature childbirth, catching the mothers off guard and leaving them unprepared for the delivery at that specific moment (<xref ref-type="bibr" rid="ref14">14</xref>). Women&#x2019;s brains change structurally, psychologically, and behaviorally throughout pregnancy as they prepare for their new role as mothers (<xref ref-type="bibr" rid="ref15">15</xref>). These changes, however, make pregnant women more prone to stress (<xref ref-type="bibr" rid="ref16">16</xref>), which increases the likelihood of developing prenatal depression and stress symptoms (<xref ref-type="bibr" rid="ref17">17</xref>).</p>
<p>Pregnancy can increase psychological susceptibility to WLHIV due to environmental factors, disclosure concerns, and HIV-related stigma (<xref ref-type="bibr" rid="ref18">18</xref>). Studies conducted in LMICs have found that pregnant and postpartum WLHIV suffer from a high prevalence of depression and psychological stress (<xref ref-type="bibr" rid="ref19 ref20 ref21">19&#x2013;21</xref>). Similarly, a systematic review in Africa examined the prevalence of perinatal depression in HIV-infected women. The weighted mean prevalence of antenatal and postnatal depression was 23.4 and 22.5%, respectively (<xref ref-type="bibr" rid="ref22">22</xref>). Depression is also associated with adherence to care and therapy among pregnant WLHIV (<xref ref-type="bibr" rid="ref21">21</xref>), which may result in treatment failure and increased vertical HIV transmission (<xref ref-type="bibr" rid="ref7">7</xref>). Psychological issues such as depression and stress may also adversely affect obstetric and neonatal outcomes and increase the risk of mother-to-child transmission (<xref ref-type="bibr" rid="ref23">23</xref>).</p>
<p>Women, particularly in developing countries, are more likely to be exposed to risk factors such as poor socioeconomic status, making them more susceptible to perinatal depression (<xref ref-type="bibr" rid="ref24">24</xref>). Depression and psychological stress may be critical barriers to HIV treatment and prevention as the conditions may be linked. In addition, women newly diagnosed with HIV during pregnancy and receiving a positive HIV diagnosis can generate worry and fear of transmitting the virus to an unborn child (<xref ref-type="bibr" rid="ref25">25</xref>).</p>
<p>According to the Cohen and Wills Framework, the relationship between HIV-related stress and depression was assessed (<xref ref-type="bibr" rid="ref26">26</xref>), focusing on the interplay between stress, social support, and their impact on an individual&#x2019;s well-being. The authors introduced the buffering hypothesis, which suggests that social support can act as a protective factor against the adverse effects of stress on an individual&#x2019;s mental and physical health (<xref ref-type="bibr" rid="ref26">26</xref>). Hence, the framework explores how a strong social support system can mitigate the adverse consequences of stress, ultimately contributing to better overall psychological and physiological outcomes. This conceptual framework has been influential in understanding the role of social support in coping with various stressors and its implications for health and well-being (<xref ref-type="fig" rid="fig1">Figure 1</xref>) (<xref ref-type="bibr" rid="ref26">26</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Conceptual framework on the relationship among HIV-related stress and depression among WLHIV (<xref ref-type="bibr" rid="ref26">26</xref>).</p>
</caption>
<graphic xlink:href="fpubh-11-1259830-g001.tif"/>
</fig>
<p>Pregnancy is a significant life change and can affect mental health, and the specific challenges WLHIV faces may exacerbate these effects. Therefore, it is essential to consider their holistic situation when providing care and support (<xref ref-type="bibr" rid="ref20">20</xref>). Therefore, understanding the magnitude of depression and stress, as well as their associated factors, among perinatal WLHIV could provide important information that could aid in mitigating the poor mental health experienced by this group of women. This study is among the few studies investigating the prevalence of depression and psychological stress among WLHIV during pregnancy and the postpartum period in Nigeria. Thus, the study aims to determine the prevalence and factors associated with depression and psychological stress among WLHIV during their perinatal period in Ibadan, Nigeria, and to assess the relationship between HIV-related stress and depression among WLHIV.</p>
</sec>
<sec sec-type="materials|methods" id="sec6">
<title>Materials and methods</title>
<sec id="sec7">
<title>Study design and setting</title>
<p>This study was a facility-based cross-sectional survey conducted in three HIV treatment centers in Ibadan. The three centers providing HIV treatment were randomly selected from the twelve accredited ART facilities in Ibadan. The centers were State Hospital, Adeoyo, Ringroad; Adeoyo Maternity Health Centre; and St Annes Anglican Hospital, Molete. These health centers provide comprehensive HIV services and antenatal, delivery, and postnatal care for WLHIV in Ibadan, Oyo State.</p>
</sec>
<sec id="sec8">
<title>Study population</title>
<p>The study population included women of known HIV status aged 18&#x2009;years and above who were pregnant or had given birth within the last 2&#x2009;years and receiving treatment at any of the three selected antiretroviral treatment centers in Ibadan, Oyo State. The women were consecutively selected over 5&#x2009;weeks at the selected HIV treatment facilities. Women who were unable to provide informed consent were excluded from the study.</p>
</sec>
<sec id="sec9">
<title>Sampling method and sample size determination</title>
<p>The sampling method for this study was convenience sampling, a type of non-probability sampling technique. The study sample size was calculated according to the formula <italic>N</italic> = <italic>Z</italic>&#x03B1;<sup>2</sup><italic>P</italic> (1&#x2009;&#x2212; <italic>P</italic>)/<italic>d</italic><sup>2</sup>, where <italic>Z</italic>&#x03B1; is the <italic>Z</italic> statistic for a 95% confidence level, <italic>N</italic> is the sample size, <italic>P</italic> is the prevalence of WLHIV, and d is the precision. Using a confidence level of 95%, a precision level of 5%, and a design effect of 1.5, we calculated a minimum sample size of 384. We increased the sample size to 402 for potential missing data and non-response.</p>
</sec>
<sec id="sec10">
<title>Data collection tool</title>
<p>The study used an interviewer-administered questionnaire to gather data on various demographic variables of the participants, including their age, level of education, primary occupation, and average monthly <italic>per capita</italic> income. In addition, the study questionnaire collected information on depression using the Edinburgh Postnatal Depression Scale (EPDS) (<xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref28">28</xref>) and perceived stress using the Perceived Stress Scale-10 (PSS-10) (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref30">30</xref>).</p>
<p>The EPDS was used to assess symptoms of perinatal depression. The scale has ten items with responses on a 4-point Likert scale ranging from 0 (absence of depressive moods) to 3 (worst mood). A score ranging from 0 to 30 is calculated, and a cut-off point of &#x2265;12 indicates an increased likelihood of clinical depression (<xref ref-type="bibr" rid="ref31">31</xref>). The scale does not mention pregnancy, child, birth, or infant and has also been validated in a non-pregnant population (<xref ref-type="bibr" rid="ref31">31</xref>).</p>
<p>Perceived stress was measured using the Perceived Stress Scale. The Perceived Stress Scale (PSS) is a 10-item (<xref ref-type="bibr" rid="ref32">32</xref>) self-report assessment of the stress domains of unpredictability, lack of control, burden overload, and stressful life circumstances. Responses are on a 5-point Likert scale ranging from 0 (never) to 4 (very often) (<xref ref-type="bibr" rid="ref32">32</xref>). The PSS score is the sum of all responses, with higher scores indicating more perceived stress and can range from 0 to 40.</p>
<p>Before the main study, the EPDS and PSS-10 were pretested on a representative sample. Feedback on clarity and relevance was collected, and statistical analyses, including Cronbach&#x2019;s Alpha, affirmed their strong internal consistency (EPDS: &#x03B1;&#x2009;=&#x2009;0.85; PSS-10: &#x03B1;&#x2009;=&#x2009;0.83) and validity, ensuring their suitability for the research objectives.</p>
</sec>
<sec id="sec11">
<title>Data collection procedures</title>
<p>The data collection was conducted between September 2022 and December 2022. All research assistants were trained before the commencement of the study on the research tools, interviewing skills, data management, and clarifications of ethical issues in research. The research assistants administered the questionnaires in English or the local language to participants who could neither read nor write.</p>
<p>Years on ART and gestational age were orally taken from the participants and confirmed from their case files with the healthcare providers at the clinic. The participants filled in partner status and Status disclosure to the partner, and it was confirmed from their case files if they had reported the partner status to the clinic.</p>
<p>The questionnaires were administered privately, and clarification and assistance were provided where necessary. The interviews took approximately 20&#x2009;min to complete.</p>
</sec>
<sec id="sec12">
<title>Statistical analysis</title>
<p>The data collected from the questionnaires were entered into Statistical Package for Social Science version 25 (SPSS 25) software for analysis. The demographic information of the study participants was summarized using descriptive statistics. Means and standard deviations were used to summarize continuous variables, while categorical variables were summarized using frequencies and percentages. The prevalence of depression and perceived stress were calculated as the proportion of participants who scored above the cut-off points on the EPDS and PSS-10 scales, respectively. Regression analyses were performed based on the categories of exposure and outcome variables. A logistic regression model was used when the outcome variable was dichotomized to determine the association between demographic, clinical, and pregnancy-related factors and depression and perceived stress. Crude models were made without any adjustments for covariates, and adjusted models were made similarly; all adjusted models were adjusted for age, sex, level of education, marital status, drinking, and smoking status, among other covariates. Independent variables were selected based on relevance to research questions, theoretical justification, and multicollinearity check. The level of significance was set at <italic>p</italic> &#x003C;&#x2009;0.05. Odds ratios (OR) and 95% confidence intervals (CI) were used to report the strength of the association between predictor variables and the outcomes of interest.</p>
</sec>
<sec id="sec13">
<title>Ethical considerations</title>
<p>This study was conducted following the ethical principles of the Declaration of Helsinki. Ethical approval was obtained from the Lead City University Health Research and Ethics Committee (LCU-REC/22/125) and the Oyo State Ministry of Health Research Ethics Committee (AD 13/479/44539). Before administering the questionnaire, the participants were given information sheets outlining the study&#x2019;s objective and scope, which were duly explained to the participants in English or the local dialect (Yoruba/Pidgin). The participants were informed that participation in the study was voluntary and that they were free to withdraw from the study at any point without any consequences. The confidentiality and anonymity of the participants were ensured, and all data were kept confidential and were used only for research purposes. The participants were assured that participation or non-participation would not affect their access to healthcare services. In addition, participants who required psychological support after the study were referred to the appropriate healthcare professionals. The participants provided their written informed consent to participate in this study.</p>
</sec>
</sec>
<sec sec-type="results" id="sec14">
<title>Results</title>
<sec id="sec15">
<title>Sociodemographic characteristics of participants</title>
<p>A total of 402 participants were eligible for this study, and the mean age of the study participants was 35.8&#x2009;&#x00B1;&#x2009;6.60&#x2009;years. 225 (56.0%) participants identified as Christians, 92.3% were married, and 352 (87.6%) were from the Yoruba tribe. 173 (43.0%) participants had attained a secondary school education, 334 (83.1%) were employed, and 234 (58.2%) earned an income below 20,000.00 NGN (&#x003C;26.51 USD) (see <xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Sociodemographic characteristics of study participants (<italic>n</italic> =&#x2009;402).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Characteristics</th>
<th align="center" valign="top">Total <italic>n</italic> =&#x2009;402</th>
<th align="center" valign="top">Antenatal (<italic>n</italic> =&#x2009;263) <italic>N</italic> (%)</th>
<th align="center" valign="top">Postpartum (<italic>n</italic> =&#x2009;139) <italic>N</italic> (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="4">
<bold>Age (<italic>n</italic> =&#x2009;402)</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Mean (S.D)</td>
<td align="center" valign="top">35.8&#x2009;&#x00B1;&#x2009;6.60</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top" colspan="4">
<bold>Religion</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Christianity</td>
<td align="center" valign="top">225</td>
<td align="center" valign="top">150 (57%)</td>
<td align="center" valign="top">75 (54%)</td>
</tr>
<tr>
<td align="left" valign="top">Islam</td>
<td align="center" valign="top">176</td>
<td align="center" valign="top">113 (43%)</td>
<td align="center" valign="top">64 (46%)</td>
</tr>
<tr>
<td align="left" valign="top">
<bold>Tribe</bold>
</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yoruba</td>
<td align="center" valign="top">352</td>
<td align="center" valign="top">225 (85.6)</td>
<td align="center" valign="top">127 (91.4)</td>
</tr>
<tr>
<td align="left" valign="top">Igbo</td>
<td align="center" valign="top">29</td>
<td align="center" valign="top">21 (8)</td>
<td align="center" valign="top">8 (5.8)</td>
</tr>
<tr>
<td align="left" valign="top">Hausa</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">16 (6)</td>
<td align="center" valign="top">4 (2.9)</td>
</tr>
<tr>
<td align="left" valign="top">Others</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1 (0.4)</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">
<bold>Level of education</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Primary level</td>
<td align="center" valign="top">94</td>
<td align="center" valign="top">53 (20.2)</td>
<td align="center" valign="top">41 (29.5)</td>
</tr>
<tr>
<td align="left" valign="top">Secondary level</td>
<td align="center" valign="top">173</td>
<td align="center" valign="top">107 (40.7)</td>
<td align="center" valign="top">66 (47.5)</td>
</tr>
<tr>
<td align="left" valign="top">Tertiary level</td>
<td align="center" valign="top">90</td>
<td align="center" valign="top">68 (25.9)</td>
<td align="center" valign="top">22 (15.8)</td>
</tr>
<tr>
<td align="left" valign="top">None</td>
<td align="center" valign="top">45</td>
<td align="center" valign="top">35 (13.3)</td>
<td align="center" valign="top">10 (7.2)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">
<bold>Marital status</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Married</td>
<td align="center" valign="top">371</td>
<td align="center" valign="top">246 (93.5)</td>
<td align="center" valign="top">125 (89.9)</td>
</tr>
<tr>
<td align="left" valign="top">Divorced</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">6 (2.3)</td>
<td align="center" valign="top">3 (2.2)</td>
</tr>
<tr>
<td align="left" valign="top">Widowed</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">7 (2.7)</td>
<td align="center" valign="top">1 (0.7)</td>
</tr>
<tr>
<td align="left" valign="top">Separated</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">4 (1.5)</td>
<td align="center" valign="top">4 (2.9)</td>
</tr>
<tr>
<td align="left" valign="top">Single</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">6 (4.3)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">
<bold>Type of partner</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Spouse</td>
<td align="center" valign="top">373</td>
<td align="center" valign="top">247 (93.9)</td>
<td align="center" valign="top">126 (90.6)</td>
</tr>
<tr>
<td align="left" valign="top">Steady</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">7 (2.7)</td>
<td align="center" valign="top">4 (2.9)</td>
</tr>
<tr>
<td align="left" valign="top">Casual</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">7 (2.7)</td>
<td align="center" valign="top">3 (2.2)</td>
</tr>
<tr>
<td align="left" valign="top">None</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">2 (0.8)</td>
<td align="center" valign="top">6 (4.3)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">
<bold>Employment status</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Employed</td>
<td align="center" valign="top">334</td>
<td align="center" valign="top">225 (85.6)</td>
<td align="center" valign="top">109 (78.4)</td>
</tr>
<tr>
<td align="left" valign="top">Unemployed</td>
<td align="center" valign="top">68</td>
<td align="center" valign="top">38 (14.4)</td>
<td align="center" valign="top">30 (21.6)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">
<bold>Income level</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">&#x003C;20,000</td>
<td align="center" valign="top">234</td>
<td align="center" valign="top">157 (59.7)</td>
<td align="center" valign="top">77 (55.4)</td>
</tr>
<tr>
<td align="left" valign="top">20,000&#x2013;30,000</td>
<td align="center" valign="top">48</td>
<td align="center" valign="top">19 (7.2)</td>
<td align="center" valign="top">29 (20.9)</td>
</tr>
<tr>
<td align="left" valign="top">31,000&#x2013;40,000</td>
<td align="center" valign="top">77</td>
<td align="center" valign="top">60 (22.8)</td>
<td align="center" valign="top">17 (12.2)</td>
</tr>
<tr>
<td align="left" valign="top">41,000&#x2013;50,000</td>
<td align="center" valign="top">27</td>
<td align="center" valign="top">13 (4.9)</td>
<td align="center" valign="top">14 (10.1)</td>
</tr>
<tr>
<td align="left" valign="top">&#x003E;51,000</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">14 (5.3)</td>
<td align="center" valign="top">2 (1.4)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec16">
<title>Relationship and support-related, clinical, and pregnancy-related characteristics of participants</title>
<p>Of the 402 participants, 335 were aware of their partner&#x2019;s status, with 152 having positive partners. 246 (61.2%) had disclosed their status to their partners, 318 (79.1%) reported receiving adequate support from their partners, and 287 (71.4%) reported receiving support from family and friends. 263 (65.4%) were pregnant with a gestational age range of 5&#x2013;40&#x2009;weeks. Only 73 (18.2%) women reported that the pregnancy was planned (see <xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Support and pregnancy-related characteristics.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Characteristics</th>
<th align="center" valign="top">Total</th>
<th align="center" valign="top">Antenatal (<italic>n</italic> =&#x2009;263) <italic>N</italic> (%)</th>
<th align="center" valign="top">Postpartum (<italic>n</italic> =&#x2009;139) <italic>N</italic> (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="4">
<bold>Partners status(<italic>n</italic> =&#x2009;402)</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Positive</td>
<td align="center" valign="top">157</td>
<td align="center" valign="top">118 (44.9)</td>
<td align="center" valign="top">39 (28.1)</td>
</tr>
<tr>
<td align="left" valign="top">Negative</td>
<td align="center" valign="top">245</td>
<td align="center" valign="top">145 (55.1)</td>
<td align="center" valign="top">100 (72.0)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">
<bold>Status disclosure to partner (<italic>n</italic> =&#x2009;402)</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">246</td>
<td align="center" valign="top">153 (58.2)</td>
<td align="center" valign="top">93 (66.9)</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">156</td>
<td align="center" valign="top">110 (41.8)</td>
<td align="center" valign="top">46 (33.1)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">
<bold>Support from partner</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">318</td>
<td align="center" valign="top">218 (82.8)</td>
<td align="center" valign="top">100 (72)</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">76</td>
<td align="center" valign="top">43 (20.9)</td>
<td align="center" valign="top">33 (23.8)</td>
</tr>
<tr>
<td align="left" valign="top">Not applicable</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">2 (0.8)</td>
<td align="center" valign="top">6 (4.3)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">
<bold>Support from other family and friends</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">287</td>
<td align="center" valign="top">204 (77.6)</td>
<td align="center" valign="top">83 (59.7)</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">115</td>
<td align="center" valign="top">59 (22.4)</td>
<td align="center" valign="top">56 (40.3)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">
<bold>History of conflict with partner</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">128</td>
<td align="center" valign="top">80 (30.4)</td>
<td align="center" valign="top">48 (34.5)</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">274</td>
<td align="center" valign="top">183 (68.8)</td>
<td align="center" valign="top">91 (65.5)</td>
</tr>
<tr>
<td align="left" valign="top">
<bold>Years on ART(<italic>n</italic> =&#x2009;402)</bold>
</td>
<td colspan="3"/>
</tr>
<tr>
<td align="left" valign="top">&#x2264; 1&#x2009;Year</td>
<td align="center" valign="top">85</td>
<td align="center" valign="top">50 (19)</td>
<td align="center" valign="top">35 (25.2)</td>
</tr>
<tr>
<td align="left" valign="top">&#x2264; 5&#x2009;Years</td>
<td align="center" valign="top">194</td>
<td align="center" valign="top">136 (51.7)</td>
<td align="center" valign="top">58 (41.7)</td>
</tr>
<tr>
<td align="left" valign="top">&#x003E;5&#x2009;Years</td>
<td align="center" valign="top">77</td>
<td align="center" valign="top">46 (17.5)</td>
<td align="center" valign="top">15 (10.8)</td>
</tr>
<tr>
<td align="left" valign="top">&#x003E; 10&#x2009;Years</td>
<td align="center" valign="top">46</td>
<td align="center" valign="top">31 (11.8)</td>
<td align="center" valign="top">31 (22.3)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">
<bold>Problems in previous pregnancy</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">175</td>
<td align="center" valign="top">136 (51.7)</td>
<td align="center" valign="top">39 (28.1)</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">227</td>
<td align="center" valign="top">127 (48.3)</td>
<td align="center" valign="top">100 (71.9)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">
<bold>Planned pregnancy (<italic>n</italic> =&#x2009;263)</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">73</td>
<td align="center" valign="top">73 (27.8)</td>
<td align="center" valign="top">N/A</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">190</td>
<td align="center" valign="top">190 (72.2)</td>
<td align="center" valign="top">N/A</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">
<bold>Gestational age (<italic>n</italic> =&#x2009;263)</bold>
</td>
</tr>
<tr>
<td align="left" valign="top">5&#x2013;13&#x2009;weeks</td>
<td align="center" valign="top">109</td>
<td align="center" valign="top">109 (41.4)</td>
<td align="center" valign="top">N/A</td>
</tr>
<tr>
<td align="left" valign="top">14&#x2013;28&#x2009;weeks</td>
<td align="center" valign="top">85</td>
<td align="center" valign="top">85 (32.3)</td>
<td align="center" valign="top">N/A</td>
</tr>
<tr>
<td align="left" valign="top">29&#x2013;40&#x2009;weeks</td>
<td align="center" valign="top">69</td>
<td align="center" valign="top">69 (26.3)</td>
<td align="center" valign="top">N/A</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec17">
<title>Prevalence of depression and perceived stress among WLHIV</title>
<p>Of the antenatal respondents, 154 (58.6%) reported low stress, while moderate stress was reported among 55.0 (20.9%) antenatal respondents, while high stress was reported among 54.0 (20.5%). Of most postpartum respondents, 80.0 (57.6%) reported moderate stress, and perceived stress was significantly associated with pregnancy status (see <xref ref-type="table" rid="tab3">Tables 3</xref>, <xref ref-type="table" rid="tab4">4</xref>). The prevalence mean score of postpartum respondents with stress is 14.41 (&#x00B1;7.163), while the prevalence mean score of antenatal respondents with stress is 12.27 (&#x00B1;9.757; <italic>p</italic> &#x003C;&#x2009;0.05) (see <xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Prevalence of respondents with stress and depression among WLHIV.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variable</th>
<th/>
<th align="center" valign="top">Total <italic>N</italic> (%)</th>
<th align="center" valign="top">Antenatal (<italic>n</italic> =&#x2009;263) <italic>N</italic> (%)</th>
<th align="center" valign="top">Postpartum (<italic>n</italic> =&#x2009;139) <italic>N</italic> (%)</th>
<th align="center" valign="top"><italic>p</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="4">Stress</td>
<td align="left" valign="top">Mean (SD)</td>
<td/>
<td align="center" valign="top">12.27 (&#x00B1;9.757)</td>
<td align="center" valign="top">14.41 (&#x00B1;7.163)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Low stress</td>
<td align="center" valign="top">206 (51.2)</td>
<td align="center" valign="top">154 (58.6)</td>
<td align="center" valign="top">52 (37.4)</td>
<td align="center" valign="top">0.000&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">Moderate stress</td>
<td align="center" valign="top">135 (33.6)</td>
<td align="center" valign="top">55 (20.9)</td>
<td align="center" valign="top">80 (57.6)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">High perceived stress</td>
<td align="center" valign="top">61 (15.2)</td>
<td align="center" valign="top">54 (20.5)</td>
<td align="center" valign="top">7 (5.0)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Depression</td>
<td align="left" valign="top">Mean (SD)</td>
<td/>
<td align="center" valign="top">9.26 (&#x00B1;7.978)</td>
<td align="center" valign="top">13.32 (&#x00B1;6.479)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Without depressive symptoms</td>
<td align="center" valign="top">145 (36.1)</td>
<td align="center" valign="top">117 (44.5)</td>
<td align="center" valign="top">28 (20.1)</td>
<td align="center" valign="top">0.000&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">With depressive symptoms</td>
<td align="center" valign="top">257 (63.9)</td>
<td align="center" valign="top">146 (55.5)</td>
<td align="center" valign="top">111 (79.9)</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;Values significant at a <italic>p</italic> &#x003C;&#x2009;0.05.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Association between depression and perceived stress.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variable</th>
<th align="center" valign="top">Overall depression</th>
<th align="center" valign="top" colspan="2">Depression</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
<tr>
<th/>
<th/>
<th align="center" valign="top">Antenatal depression <italic>N</italic> (%)</th>
<th align="center" valign="top">Postpartum depression <italic>N</italic> (%)</th>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Low stress</td>
<td align="center" valign="top">65</td>
<td align="center" valign="top">39 (60)</td>
<td align="center" valign="top">26 (40)</td>
<td align="center" valign="top" rowspan="3">0.000&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">Moderate stress</td>
<td align="center" valign="top">131</td>
<td align="center" valign="top">53 (40.5)</td>
<td align="center" valign="top">78 (59.5)</td>
</tr>
<tr>
<td align="left" valign="top">High perceived stress</td>
<td align="center" valign="top">61</td>
<td align="center" valign="top">54 (88.5)</td>
<td align="center" valign="top">7 (11.5)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;Values significant at a <italic>p</italic> &#x003C;&#x2009;0.05.</p>
</table-wrap-foot>
</table-wrap>
<p>Among the antenatal respondents, 117 (44.5%) were without depressive symptoms, while a majority of them, 146 (55.5%) were found to be with depressive symptoms. Of the postpartum respondents, 28 (20.1%) respondents were without depressive symptoms, while a more significant proportion of 111 (79.9%) respondents exhibited depressive symptoms (see <xref ref-type="table" rid="tab3">Table 3</xref>). Hence, it was found that the mean scores of the postpartum group is 13.32 (&#x00B1;6.479) and the antenatal group is 9.26 (&#x00B1;7.978; see <xref ref-type="table" rid="tab3">Table 3</xref>). These results indicate a high prevalence of depressive symptoms among the respondents, with a higher proportion of respondents experiencing depressive symptoms in the postpartum period compared to the antenatal period.</p>
<p>A statistical association was observed between the level of stress and depression, and it was observed to be statistically significant at a <italic>p</italic>-value of 0.000. A high stress level was reported among the pregnant respondents who were reported to have depression symptoms (see <xref ref-type="table" rid="tab4">Table 4</xref>). Furthermore, 61 (15.2%) respondents have a comorbidity of depression and stress.</p>
</sec>
<sec id="sec18">
<title>Prevalence of respondents with suicidal thought</title>
<p>The result shows that among respondents without depressive symptoms, a small proportion of 3.00 (2.10%) individuals reported never having suicidal thoughts, while the majority of 133 (91.7%) respondents reported experiencing suicidal thoughts quite often. Only 1.00 (0.7%) respondents reported hardly ever having such thoughts, and 8.00 (5.5%) individuals reported experiencing suicidal thoughts sometimes.</p>
<p>In contrast, among respondents with depressive symptoms, 138 (53.7%) respondents reported never having suicidal thoughts. A smaller percentage of 52.0 (20.2%) individuals reported hardly ever experiencing such thoughts, and 57.0 (22.2%) respondents sometimes reported suicidal thoughts. Interestingly, only 10 (3.9%) individuals with depressive symptoms reported experiencing suicidal thoughts quite often.</p>
</sec>
<sec id="sec19">
<title>Factors associated with depression among WLHIV</title>
<p>Assessing the factors associated with depression among WLHIV, the crude OR of some of the factors were reported to be significant factors that affect the depression level among WLHIV (see <xref ref-type="table" rid="tab5">Table 5</xref>). However, after adjusting for other factors, age ranges between 25 and 30&#x2009;years, income level below 40,000 NGN (51.58 USD) monthly, history of conflict with a partner, early and late gestational age problems with previous pregnancy, smoking, and alcohol usage and status disclosure were reported to remain significant factors that affect the depression level among WLHIV. Age (25&#x2013;30&#x2009;years), problems with a previous pregnancy, and smoking were the risk factors for the development of depression among WLHIV in Nigeria with OR&#x2009;=&#x2009;3.324 (CI&#x2009;=&#x2009;1.185&#x2013;9.320), OR&#x2009;=&#x2009;2.851 (CI&#x2009;=&#x2009;1.546&#x2013;4.260), and OR&#x2009;=&#x2009;2.650 (CI&#x2009;=&#x2009;1.038&#x2013;6.771) respectively while other significant factors were observed to be protective (see <xref ref-type="table" rid="tab5">Table 5</xref>).</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Factors associated with depression among women living with HIV.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="center" valign="top">Category</th>
<th align="center" valign="top">Crude OR 95%CL (lower-upper)</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
<th align="center" valign="top">Adjusted OR 95% CI (lower-upper)</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="5">Age</td>
<td align="center" valign="top">19&#x2013;24</td>
<td align="center" valign="top">9.706 (1.182&#x2013;79.670)</td>
<td align="center" valign="top">0.034&#x002A;&#x002A;</td>
<td align="center" valign="top">7.849 (0.745&#x2013;82.640)</td>
<td align="center" valign="top">0.086</td>
</tr>
<tr>
<td align="center" valign="top">25&#x2013;30</td>
<td align="center" valign="top">1.594 (0.825&#x2013;3.079)</td>
<td align="center" valign="top">0.165</td>
<td align="center" valign="top">3.324 (1.185&#x2013;9.320)</td>
<td align="center" valign="top">0.022&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="center" valign="top">31&#x2013;36</td>
<td align="center" valign="top">1.908 (1.01&#x2013;3.571)</td>
<td align="center" valign="top">0.043&#x002A;&#x002A;</td>
<td align="center" valign="top">2.366 (0.895&#x2013;6.259)</td>
<td align="center" valign="top">0.083</td>
</tr>
<tr>
<td align="center" valign="top">37&#x2013;42</td>
<td align="center" valign="top">1.458 (0.790&#x2013;2.690)</td>
<td align="center" valign="top">0.228</td>
<td align="center" valign="top">1.659 (0.661&#x2013;4.163)</td>
<td align="center" valign="top">0.281</td>
</tr>
<tr>
<td align="center" valign="top">43&#x2013;49</td>
<td align="center" valign="top">Ref</td>
<td/>
<td align="center" valign="top">Ref</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="5">Income level</td>
<td align="center" valign="top">&#x003C;20,000</td>
<td align="center" valign="top">0.335 (0.074&#x2013;1.512)</td>
<td align="center" valign="top">0.155</td>
<td align="center" valign="top">0.119 (0.016&#x2013;0.882)</td>
<td align="center" valign="top">0.037&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="center" valign="top">20,000&#x2013;30,000</td>
<td align="center" valign="top">0.169 (0.035&#x2013;0.825)</td>
<td align="center" valign="top">0.028&#x002A;&#x002A;</td>
<td align="center" valign="top">0.108 (0.013&#x2013;0.904)</td>
<td align="center" valign="top">0.040&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="center" valign="top">31,000&#x2013;40,000</td>
<td align="center" valign="top">0.119 (0.025&#x2013;0.560)</td>
<td align="center" valign="top">0.007&#x002A;&#x002A;</td>
<td align="center" valign="top">0.127 (0.017&#x2013;0.944)</td>
<td align="center" valign="top">0.044&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="center" valign="top">41,000&#x2013;50,000</td>
<td align="center" valign="top">0.286 (0.053&#x2013;1.539)</td>
<td align="center" valign="top">0.145</td>
<td align="center" valign="top">0.130 (0.013&#x2013;1.327)</td>
<td align="center" valign="top">0.085</td>
</tr>
<tr>
<td align="center" valign="top">&#x003E;51,000</td>
<td align="center" valign="top">Ref</td>
<td/>
<td align="center" valign="top">Ref</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">History of conflict with partner</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Ref</td>
<td/>
<td align="center" valign="top">Ref</td>
<td/>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">0.293 (0.173&#x2013;0.498)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
<td align="center" valign="top">0.216 (0.094&#x2013;0.500)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Gestational age</td>
<td align="center" valign="top">Postpartum</td>
<td/>
<td/>
<td align="center" valign="top">Ref</td>
<td/>
</tr>
<tr>
<td align="center" valign="top">14&#x2013;28&#x2009;weeks</td>
<td align="center" valign="top">2.039 (0.984&#x2013;4.227)</td>
<td align="center" valign="top">0.055</td>
<td align="center" valign="top">1.307 (0.486&#x2013;3.511)</td>
<td align="center" valign="top">0.596</td>
</tr>
<tr>
<td align="center" valign="top">29&#x2013;40&#x2009;weeks</td>
<td align="center" valign="top">0.105 (0.056&#x2013;0.196)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
<td align="center" valign="top">0.036 (0.013&#x2013;0.098)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="center" valign="top">5&#x2013;13&#x2009;weeks</td>
<td align="center" valign="top">0.135 (0.071&#x2013;0.257)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
<td align="center" valign="top">0.097 (0.040&#x2013;0.234)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Problems in previous pregnancy</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Ref</td>
<td/>
<td align="center" valign="top">Ref</td>
<td/>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">2.069 (1.352&#x2013;3.165)</td>
<td align="center" valign="top">0.001&#x002A;&#x002A;</td>
<td align="center" valign="top">2.851 (1.546&#x2013;4.260)</td>
<td align="center" valign="top">0.001&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Smoking</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Ref</td>
<td/>
<td align="center" valign="top">Ref</td>
<td/>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">2.360 (1.280&#x2013;4.352)</td>
<td align="center" valign="top">0.006&#x002A;&#x002A;</td>
<td align="center" valign="top">2.650 (1.038&#x2013;6.771)</td>
<td align="center" valign="top">0.042&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Alcohol</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Ref</td>
<td/>
<td align="center" valign="top">Ref</td>
<td/>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">0.137 (0.079&#x2013;0.240)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
<td align="center" valign="top">0.082 (0.035&#x2013;0.193)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Status disclosure</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Ref</td>
<td/>
<td align="center" valign="top">Ref</td>
<td/>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">0.621 (0.405&#x2013;0.953)</td>
<td align="center" valign="top">0.029&#x002A;&#x002A;</td>
<td align="center" valign="top">0.523 (0.312&#x2013;0.878)</td>
<td align="center" valign="top">0.014&#x002A;&#x002A;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;&#x002A;Values significant at a <italic>p</italic> &#x003C;&#x2009;0.05.</p>
</table-wrap-foot>
</table-wrap>
<p>Similarly, the factors associated with stress among WLHIV in Nigeria were assessed, and some of the statistically significant factors with stress among WLHIV in Nigeria at the crude OR remained significant after adjusting for potential confounders (income level, history of conflict with a partner, early and late gestational age, alcohol usage, and status disclosure). Women who have disclosed their status to their partners are about two times more likely to develop stress (OR&#x2009;=&#x2009;2.094, CI&#x2009;=&#x2009;1.191&#x2013;3.682), while alcohol was observed to be a protective factor to the development of stress among WLHIV (OR&#x2009;=&#x2009;0.357; CI&#x2009;=&#x2009;0.170&#x2013;0.752), early and late gestational age as well was observed to be a protective factor for the development of stress among WLHIV (OR&#x2009;=&#x2009;0.158; CI&#x2009;=&#x2009;0.070&#x2013;0.357) and (OR&#x2009;=&#x2009;0.049; CI&#x2009;=&#x2009;0.019&#x2013;0.126) respectively (see <xref ref-type="table" rid="tab6">Table 6</xref>).</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption>
<p>Factors associated with stress among women living with HIV.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="center" valign="top">Category</th>
<th align="center" valign="top">Crude OR 95%CL (lower-upper)</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
<th align="center" valign="top">Adjusted OR 95% CI (lower-upper)</th>
<th align="center" valign="top"><italic>p</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="5">Age</td>
<td align="center" valign="top">19&#x2013;24</td>
<td align="center" valign="top">2.923 (0.797&#x2013;10.723)</td>
<td align="center" valign="top">0.106</td>
<td align="center" valign="top">2.927 (0.643&#x2013;13.325)</td>
<td align="center" valign="top">0.165</td>
</tr>
<tr>
<td align="center" valign="top">25&#x2013;30</td>
<td align="center" valign="top">1.303 (0.678&#x2013;2.502)</td>
<td align="center" valign="top">0.427</td>
<td align="center" valign="top">1.773 (0.746&#x2013;4.215)</td>
<td align="center" valign="top">0.195</td>
</tr>
<tr>
<td align="center" valign="top">31&#x2013;36</td>
<td align="center" valign="top">1.487 (0.803&#x2013;2.754)</td>
<td align="center" valign="top">0.207</td>
<td align="center" valign="top">1.448 (0.651&#x2013;3.222)</td>
<td align="center" valign="top">0.364</td>
</tr>
<tr>
<td align="center" valign="top">37&#x2013;42</td>
<td align="center" valign="top">1.510 (0.819&#x2013;2.786)</td>
<td align="center" valign="top">0.187</td>
<td align="center" valign="top">1.520 (0.689&#x2013;3.353)</td>
<td align="center" valign="top">0.299</td>
</tr>
<tr>
<td align="center" valign="top">43&#x2013;49</td>
<td align="center" valign="top">Ref</td>
<td/>
<td align="center" valign="top">Ref</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="5">Income level</td>
<td align="center" valign="top">&#x003C;20,000</td>
<td align="center" valign="top">0.158 (0.035&#x2013;0.712)</td>
<td align="center" valign="top">0.016&#x002A;&#x002A;</td>
<td align="center" valign="top">0.034 (0.006&#x2013;0.199)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="center" valign="top">20,000&#x2013;30,000</td>
<td align="center" valign="top">0.094 (0.019&#x2013;0.459)</td>
<td align="center" valign="top">0.004&#x002A;&#x002A;</td>
<td align="center" valign="top">0.028 (0.004&#x2013;0.185)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="center" valign="top">31,000&#x2013;40,000</td>
<td align="center" valign="top">0.069 (0.014&#x2013;0.326)</td>
<td align="center" valign="top">0.001&#x002A;&#x002A;</td>
<td align="center" valign="top">0.052 (0.009&#x2013;0.302)</td>
<td align="center" valign="top">0.001&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="center" valign="top">41,000&#x2013;50,000</td>
<td align="center" valign="top">0.179 (0.034&#x2013;0.944)</td>
<td align="center" valign="top">0.043&#x002A;&#x002A;</td>
<td align="center" valign="top">0.098 (0.014&#x2013;0.679)</td>
<td align="center" valign="top">0.019&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="center" valign="top">&#x003E;51,000</td>
<td align="center" valign="top">Ref</td>
<td/>
<td align="center" valign="top">Ref</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">History of conflict with partner</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Ref</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">0.310 (0.176&#x2013;0.546)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
<td align="center" valign="top">0.423 (0.202&#x2013;0.886)</td>
<td align="center" valign="top">0.023&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Gestational age</td>
<td align="center" valign="top">Postpartum</td>
<td align="center" valign="top">Ref</td>
<td/>
<td align="center" valign="top">Ref</td>
<td/>
</tr>
<tr>
<td align="center" valign="top">14&#x2013;28&#x2009;weeks</td>
<td align="center" valign="top">1.574 (0.915&#x2013;2.709)</td>
<td align="center" valign="top">0.101</td>
<td align="center" valign="top">0.774 (0.377&#x2013;1.589)</td>
<td align="center" valign="top">0.485</td>
</tr>
<tr>
<td align="center" valign="top">29&#x2013;40&#x2009;weeks</td>
<td align="center" valign="top">0.128 (0.067&#x2013;0.247)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
<td align="center" valign="top">0.049 (0.019&#x2013;0.126)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="center" valign="top">5&#x2013;13&#x2009;weeks</td>
<td align="center" valign="top">0.166 (0.085&#x2013;0.324)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
<td align="center" valign="top">0.158 (0.070&#x2013;0.357)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Problems in previous pregnancy</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Ref</td>
<td/>
<td align="center" valign="top">Ref</td>
<td/>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">2.061 (1.381&#x2013;3.077)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
<td align="center" valign="top">1.722 (0.938&#x2013;3.163)</td>
<td align="center" valign="top">0.080</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Smoking</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Ref</td>
<td/>
<td align="center" valign="top">Ref</td>
<td/>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">1.734 (1.026&#x2013;2.930)</td>
<td align="center" valign="top">0.040&#x002A;&#x002A;</td>
<td align="center" valign="top">1.750 (0.878&#x2013;3.490)</td>
<td align="center" valign="top">0.112</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Alcohol</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Ref</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">0.290 (0.167&#x2013;0.504)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
<td align="center" valign="top">0.357 (0.170&#x2013;0.752)</td>
<td align="center" valign="top">0.007&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Status disclosure</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Ref</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">0.447 (0.297&#x2013;0.674)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
<td align="center" valign="top">2.094 (1.191&#x2013;3.682)</td>
<td align="center" valign="top">0.010&#x002A;&#x002A;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;&#x002A;Values significant at a <italic>p</italic> &#x003C;&#x2009;0.05.</p>
</table-wrap-foot>
</table-wrap>
<p>Among the several factors identified for stress and depression among WLHIV, income level, history of conflict with a partner, early and late gestational age, alcohol usage, and status disclosure were significant factors associated with stress and depression. After adjusting for other factors, only three were reported to remain significant for comorbid depression and stress among WLHIV, including early and late gestational age, problems with previous pregnancy, and status disclosure (see <xref ref-type="table" rid="tab7">Table 7</xref>).</p>
<table-wrap position="float" id="tab7">
<label>Table 7</label>
<caption>
<p>Factors associated with comorbid stress and depression among women living with HIV.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="center" valign="top">Category</th>
<th align="center" valign="top">Crude OR 95% CL (lower-upper)</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
<th align="center" valign="top">Adjusted OR 95% CI (lower-upper)</th>
<th align="center" valign="top"><italic>p</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2">Problems in Previous Pregnancy</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Ref</td>
<td/>
<td align="center" valign="top">Ref</td>
<td/>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">11.892 (5.475&#x2013;25.831)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
<td align="center" valign="top">7.034 (2.772&#x2013;17.848)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Alcohol</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Ref</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">0.183 (0.056&#x2013;0.602)</td>
<td align="center" valign="top">0.005&#x002A;&#x002A;</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">NS</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Status disclosure</td>
<td align="center" valign="top">No</td>
<td align="center" valign="top">Ref</td>
<td/>
<td align="center" valign="top">Ref</td>
<td/>
</tr>
<tr>
<td align="center" valign="top">Yes</td>
<td align="center" valign="top">0.155 (0.083&#x2013;0.290)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
<td align="center" valign="top">0.269 (0.127&#x2013;0.568)</td>
<td align="center" valign="top">0.010&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Gestational age</td>
<td align="center" valign="top">Postpartum</td>
<td align="center" valign="top">Ref</td>
<td/>
<td align="center" valign="top">Ref</td>
<td/>
</tr>
<tr>
<td align="center" valign="top">14&#x2013;28&#x2009;weeks</td>
<td align="center" valign="top">17.203 (7.367&#x2013;40.170)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
<td align="center" valign="top">7.034 (2.772&#x2013;17.848)</td>
<td align="center" valign="top">0.000&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="center" valign="top">29&#x2013;40&#x2009;weeks</td>
<td align="center" valign="top">0.224 (0.027&#x2013;1.857)</td>
<td align="center" valign="top">0.166</td>
<td align="center" valign="top">0.161 (0.019&#x2013;1.370)</td>
<td align="center" valign="top">0.095</td>
</tr>
<tr>
<td align="center" valign="top">5&#x2013;13&#x2009;weeks</td>
<td align="center" valign="top">0.235 (0.277&#x2013;0.033)</td>
<td align="center" valign="top">0.235</td>
<td align="center" valign="top">0.381 (0.044&#x2013;3.294)</td>
<td align="center" valign="top">0.380</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;&#x002A;Values significant at a <italic>p</italic> &#x003C;&#x2009;0.05; NS, not significant.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec20">
<title>Discussion</title>
<p>This study determined the prevalence and factors associated with depression and psychological stress among WLHIV during their perinatal period in Ibadan, Nigeria. The study results show a prevalence of 63.9 and 79.9% for depression and stress, respectively, among the respondents (<xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref33">33</xref>). The prevalence of perinatal depression is higher than 38.4% in a similar study in Ethiopia (<xref ref-type="bibr" rid="ref21">21</xref>). The prevalence of antenatal depression of 61.6% as measured by the EPDS with a cut-off &#x2265;13 is slightly higher than the prevalence found in a previous study in Ekiti State, Nigeria (49.5%) (<xref ref-type="bibr" rid="ref27">27</xref>), 47.6% in Addis Ababa, Ethiopia (<xref ref-type="bibr" rid="ref21">21</xref>), and 52.5% in India among women on ART (<xref ref-type="bibr" rid="ref29">29</xref>). The differences in prevalence might be due to differences in sociodemographic characteristics and tools used to assess depression. However, this finding buttresses the need to integrate mental health services into routine HIV care services, especially among women, to mitigate the adverse associated with maternal and child outcomes.</p>
<p>In the current study, the mean perceived stress was 12.27 among the pregnant and 14.41 among the non-pregnant respondents. This incident indicates moderate stress among WLHIV during the perinatal period. This finding is consistent with what was reported in another study in Nigeria, in which the mean perceived stress was moderate among the study population (<xref ref-type="bibr" rid="ref31">31</xref>). The level of stress among the participants plausible predisposes to higher risks of mental disorders as it is in the general population and settings with social inequalities (<xref ref-type="bibr" rid="ref32">32</xref>). Stress is a significant risk factor for depressive symptoms (<xref ref-type="bibr" rid="ref34">34</xref>). Similar to other studies, it was found that women within the study sample who reported depressive symptoms (64.0%) reported significantly higher levels of perceived stress than women without depressive symptoms (28.0%).</p>
<p>This study used multivariate analysis to highlight factors associated with perinatal depression and perceived stress in a sample of WLHIV recruited from ART clinics. The study found that the status of the participants&#x2019; partners was significantly associated with depression and perceived stress. According to the study, participants who earned below 20,000 NGN were 5.6 times more likely to report symptoms of depression and perceived stress. The results are consistent with those reported in studies in Ethiopia and South Africa, which presented that low income and unemployment were related to depression among HIV-positive women (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref35">35</xref>). The reason could be that in low-income countries, women are pressured to default academics for poverty-related factors, resulting in more prominent engagement in domestic work and the lack of access to health education and awareness. This factor is ascribed to the possible negative interaction between mental disorders (e.g., depression) and poverty, primarily because, in principle, people with depression commonly perform poorly in their daily tasks (<xref ref-type="bibr" rid="ref36">36</xref>). In addition, pregnancy may decrease their employability and even their potential to work (<xref ref-type="bibr" rid="ref21">21</xref>) because of the impoverished labor women may need to undertake (<xref ref-type="bibr" rid="ref37">37</xref>).</p>
<p>This study also revealed that having a problem with previous pregnancy was a risk factor for depression among WLHIV. According to the study, pregnant women within their first (5&#x2013;13&#x2009;weeks) and third (29&#x2013;40&#x2009;weeks) trimesters have lower chances of developing depression. In contrast to other research that has found no link between gestational age and depression among women with HIV, our findings suggest that physiological changes during this stage may contribute to the onset of depression. Alternatively, the increased anxiety that women experience in the third trimester could also play a role (<xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref39">39</xref>). This study indicates that problems in a previous pregnancy were significantly associated with the co-occurrence of depression and perceived stress. Our findings suggest that WLHIV who experienced complications in their previous pregnancy are twice as likely to report symptoms of depression and perceived stress compared to those who did not have such complications. This result could be because their complications were particularly severe and stressful for them. This result is consistent with previous studies highlighting a link between prior pregnancy complications and an increased risk of depression (<xref ref-type="bibr" rid="ref40">40</xref>).</p>
<p>The prevalence of respondents with suicidal thoughts was examined, and the results indicate significant differences between those without depressive symptoms and those with depressive symptoms. Among respondents without depressive symptoms, a small proportion reported never having suicidal thoughts, while the majority experienced suicidal thoughts quite often. These findings are related to other studies conducted in Ethiopia (<xref ref-type="bibr" rid="ref33">33</xref>), United States (<xref ref-type="bibr" rid="ref41">41</xref>) and South Africa (<xref ref-type="bibr" rid="ref42">42</xref>), which highlight the variability in the prevalence of suicidal thoughts among individuals with and without depressive symptoms. Most respondents with depressive symptoms did not report experiencing suicidal thoughts, which suggests that suicidal ideation may not be as prevalent in this population as anticipated (<xref ref-type="bibr" rid="ref41">41</xref>, <xref ref-type="bibr" rid="ref42">42</xref>).</p>
<p>Further research is needed to understand the factors influencing the presence and severity of suicidal thoughts in individuals with depressive symptoms. Qualitative studies could provide valuable insights into the subjective experiences and contextual factors contributing to suicidal ideation. Such information would be crucial for developing targeted interventions and support systems to address the mental health needs of this population.</p>
<p>The study has several limitations that should be taken into consideration. Firstly, the sample used in the study was recruited from ART clinics, which may introduce sampling bias and limit the generalizability of the findings. The results may not represent all WLHIV in the general population who may not receive care at these clinics or be on ART. Secondly, the study design employed was cross-sectional, which hinders the establishment of causal relationships between the variables under investigation. A longitudinal study design would have been more suitable to determine the temporal relationship between perinatal depression, perceived stress, and associated factors. Thirdly, the study relied on self-report measures to assess depressive symptoms and perceived stress, which are subjective and prone to recall or social desirability bias.</p>
<p>Moreover, the study&#x2019;s findings may have limited generalizability as it was conducted in a specific setting, namely Ibadan, Nigeria. Cultural, social, and economic factors unique to this context may have influenced the prevalence of depression and stress among WLHIV. Thus, caution should be exercised when applying these findings to other regions or countries. Lastly, the study solely relied on quantitative data, neglecting qualitative data that could have provided a deeper understanding of the experiences and perceptions of WLHIV regarding perinatal depression and stress. Incorporating qualitative data would have provided richer insights into the lived experiences of WLHIV and the contextual factors contributing to mental health outcomes.</p>
<p>Addressing these limitations in future research would enhance the findings&#x2019; validity, generalizability, and comprehensiveness, enabling a more nuanced understanding of perinatal depression and stress among WLHIV.</p>
</sec>
<sec sec-type="conclusions" id="sec21">
<title>Conclusion</title>
<p>This study revealed a high prevalence of depressive symptoms among WLHIV during their perinatal period. Low income, previous pregnancy complications, and gestational stage were associated with depression and perceived stress. The findings highlight the need for integrating mental health services into routine HIV care to address the adverse outcomes associated with maternal and child health. Additionally, while the prevalence of suicidal thoughts was relatively low among respondents with depressive symptoms, further research is warranted to understand the complex interplay between depression and suicidal ideation. Comprehensive assessments and targeted interventions are essential to address the mental health needs of women living with HIV during the perinatal period.</p>
</sec>
<sec sec-type="data-availability" id="sec22">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="sec60">
<title>Ethics statement</title>
<p>This study involving humans was conducted following the ethical principles of the Declaration of Helsinki. The study was approved by Ethics Committee of Lead City University, Ibadan (protocol code: LCU-REC/22/125) as well as from the Oyo State Ministry of Health Research Ethics Committee (protocol code: AD 13/479/44539). The study was conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study. Written informed consent was obtained from the individuals for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec sec-type="author-contributions" id="sec24">
<title>Author contributions</title>
<p>FA: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. OA: Data curation, Formal analysis, Investigation, Methodology, Project administration, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AL: Data curation, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft. SB: Data curation, Formal analysis, Investigation, Methodology, Project administration, Writing &#x2013; original draft. ZA: Data curation, Methodology, Writing &#x2013; original draft. IA: Data curation, Methodology, Writing &#x2013; original draft. MO: Data curation, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. OO: Investigation, Methodology, Writing &#x2013; original draft. AD: Data curation, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft. RS-A: Writing &#x2013; original draft. AG: Data curation, Investigation, Methodology, Writing &#x2013; original draft. DN: Data curation, Formal analysis, Methodology, Writing &#x2013; original draft. AS: Writing &#x2013; review &#x0026; editing, Data curation, Investigation, Methodology, Writing &#x2013; original draft. OE: Conceptualization, Data curation, Investigation, Validation, Visualization, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec25">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by grants from Fogarty International Center (FIC) and the National Institute of Health (funding provided by Fogarty Training Grant: D43TW010934-03). The content is solely the author&#x2019;s responsibility and does not necessarily represent the official views of the National Institutes of Health.</p>
</sec>
<sec sec-type="COI-statement" id="sec26">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1.</label>
<citation citation-type="other"><person-group person-group-type="author">
<collab id="coll1">GBD 2017 Disease and Injury Incidence and Prevalence Collaborators</collab>
</person-group>. <article-title>Global, regional, and national incidence, prevalence, and years lived with disability for 354 diseases and injuries for 195 countries and territories, 1990&#x2013;2017: a systematic analysis for the Global Burden of Disease Study 2017</article-title> (<year>2018</year>) <volume>392</volume>:<fpage>1789</fpage>&#x2013;<lpage>858</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(18)32279-7</pub-id></citation>
</ref>
<ref id="ref2">
<label>2.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wegbom</surname> <given-names>AI</given-names></name> <name><surname>Edet</surname> <given-names>CK</given-names></name> <name><surname>Ogba</surname> <given-names>AA</given-names></name> <name><surname>Osaro</surname> <given-names>BO</given-names></name> <name><surname>Harry</surname> <given-names>AM</given-names></name> <name><surname>Pepple</surname> <given-names>BG</given-names></name> <etal/></person-group>. <article-title>Determinants of depression, anxiety, and stress among pregnant women attending tertiary hospitals in urban centers, Nigeria</article-title>. <source>Women</source>. (<year>2023</year>) <volume>3</volume>:<fpage>41</fpage>&#x2013;<lpage>52</lpage>. doi: <pub-id pub-id-type="doi">10.3390/women3010003</pub-id></citation>
</ref>
<ref id="ref3">
<label>3.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Okonko</surname> <given-names>IO</given-names></name> <name><surname>Osadebe</surname> <given-names>AU</given-names></name> <name><surname>Onianwa</surname> <given-names>O</given-names></name> <name><surname>Okereke</surname> <given-names>S</given-names></name></person-group>. <article-title>Prevalence of HIV in a cohort of pregnant women attending a tertiary hospital in Ibadan, Nigeria</article-title>. <source>Immunol Infect Dis</source>. (<year>2019</year>) <volume>7</volume>:<fpage>7</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.13189/iid.2019.070102</pub-id></citation>
</ref>
<ref id="ref4">
<label>4.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>Q</given-names></name> <name><surname>He</surname> <given-names>H</given-names></name> <name><surname>Yang</surname> <given-names>J</given-names></name> <name><surname>Feng</surname> <given-names>X</given-names></name> <name><surname>Zhao</surname> <given-names>F</given-names></name> <name><surname>Lyu</surname> <given-names>J</given-names></name></person-group>. <article-title>Changes in the global burden of depression from 1990 to 2017: findings from the global burden of disease study</article-title>. <source>J Psychiatr Res</source>. (<year>2020</year>) <volume>126</volume>:<fpage>134</fpage>&#x2013;<lpage>40</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jpsychires.2019.08.002</pub-id></citation>
</ref>
<ref id="ref5">
<label>5.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bernard</surname> <given-names>C</given-names></name> <name><surname>Dabis</surname> <given-names>F</given-names></name> <name><surname>de Rekeneire</surname> <given-names>N</given-names></name></person-group>. <article-title>Prevalence and factors associated with depression in people living with HIV in sub-Saharan Africa: a systematic review and meta-analysis</article-title>. <source>PLoS One</source>. (<year>2017</year>) <volume>12</volume>:<fpage>e0181960</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0181960</pub-id></citation>
</ref>
<ref id="ref6">
<label>6.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Waldron</surname> <given-names>EM</given-names></name> <name><surname>Burnett-Zeigler</surname> <given-names>I</given-names></name> <name><surname>Wee</surname> <given-names>V</given-names></name> <name><surname>Ng</surname> <given-names>YW</given-names></name> <name><surname>Koenig</surname> <given-names>LJ</given-names></name> <name><surname>Pederson</surname> <given-names>AB</given-names></name> <etal/></person-group>. <article-title>Mental health in women living with HIV: the unique and unmet needs</article-title>. <source>J Int Assoc Provid AIDS Care</source>. (<year>2021</year>) <volume>20</volume>:<fpage>232595822098566</fpage>. doi: <pub-id pub-id-type="doi">10.1177/2325958220985665</pub-id></citation>
</ref>
<ref id="ref7">
<label>7.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Qin</surname> <given-names>S</given-names></name> <name><surname>Tan</surname> <given-names>Y</given-names></name> <name><surname>Lu</surname> <given-names>B</given-names></name> <name><surname>Cheng</surname> <given-names>Y</given-names></name> <name><surname>Nong</surname> <given-names>Y</given-names></name></person-group>. <article-title>Survey and analysis for impact factors of psychological distress in HIV-infected pregnant women who continue pregnancy</article-title>. <source>J Matern Fetal Neonatal Med</source>. (<year>2019</year>) <volume>32</volume>:<fpage>3160</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1080/14767058.2018.1459550</pub-id></citation>
</ref>
<ref id="ref8">
<label>8.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ruffell</surname> <given-names>S</given-names></name>
</person-group>. <article-title>Stigma kills! The psychological effects of emotional abuse and discrimination towards a patient with HIV in Uganda</article-title>. <source>BMJ Case Rep</source>. (<year>2017</year>) <volume>2017</volume>:<fpage>bcr2016218024</fpage>. doi: <pub-id pub-id-type="doi">10.1136/bcr-2016-218024</pub-id></citation>
</ref>
<ref id="ref9">
<label>9.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reis</surname> <given-names>RK</given-names></name> <name><surname>Melo</surname> <given-names>ES</given-names></name> <name><surname>Castrighini</surname> <given-names>CC</given-names></name> <name><surname>Galv&#x00E3;o</surname> <given-names>MT</given-names></name> <name><surname>Toffano-Malaguti</surname> <given-names>SE</given-names></name> <name><surname>Gir</surname> <given-names>E</given-names></name></person-group>. <article-title>Prevalence and factors associated with depressive symptoms in individuals living with HIV/AIDS</article-title>. <source>Salud Ment</source>. (<year>2017</year>) <volume>40</volume>:<fpage>57</fpage>&#x2013;<lpage>62</lpage>. doi: <pub-id pub-id-type="doi">10.17711/SM.0185-3325.2017.008</pub-id></citation>
</ref>
<ref id="ref10">
<label>10.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fisher</surname> <given-names>J</given-names></name> <name><surname>Mello</surname> <given-names>MC</given-names></name> <name><surname>Patel</surname> <given-names>V</given-names></name> <name><surname>Rahman</surname> <given-names>A</given-names></name> <name><surname>Tran</surname> <given-names>T</given-names></name> <name><surname>Holton</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Prevalence and determinants of common perinatal mental disorders in women in low- and lower-middle-income countries: a systematic review</article-title>. <source>J Bull World Health Organ</source>. (<year>2012</year>) <volume>90</volume>:<fpage>139</fpage>&#x2013;<lpage>149H</lpage>. doi: <pub-id pub-id-type="doi">10.2471/BLT.11.091850</pub-id>, PMID: <pub-id pub-id-type="pmid">22423165</pub-id></citation>
</ref>
<ref id="ref11">
<label>11.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fellmeth</surname> <given-names>G</given-names></name> <name><surname>Fazel</surname> <given-names>M</given-names></name> <name><surname>Plugge</surname> <given-names>E</given-names></name></person-group>. <article-title>Migration and perinatal mental health in women from low&#x2010; and middle&#x2010;income countries: a systematic review and meta&#x2010;analysis</article-title>. <source>BJOG</source>. (<year>2017</year>) <volume>124</volume>:<fpage>742</fpage>&#x2013;<lpage>52</lpage>. doi: <pub-id pub-id-type="doi">10.1111/1471-0528.14184</pub-id></citation>
</ref>
<ref id="ref12">
<label>12.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nisar</surname> <given-names>A</given-names></name> <name><surname>Yin</surname> <given-names>J</given-names></name> <name><surname>Waqas</surname> <given-names>A</given-names></name> <name><surname>Bai</surname> <given-names>X</given-names></name> <name><surname>Wang</surname> <given-names>D</given-names></name> <name><surname>Rahman</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>Prevalence of perinatal depression and its determinants in mainland China: a systematic review and meta-analysis</article-title>. <source>J Affect Disord</source>. (<year>2020</year>) <volume>277</volume>:<fpage>1022</fpage>&#x2013;<lpage>37</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jad.2020.07.046</pub-id></citation>
</ref>
<ref id="ref13">
<label>13.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adeyemo</surname> <given-names>E</given-names></name> <name><surname>Oluwole</surname> <given-names>E</given-names></name> <name><surname>Kanma-Okafor</surname> <given-names>O</given-names></name> <name><surname>Izuka</surname> <given-names>OM</given-names></name> <name><surname>Odeyemi</surname> <given-names>KA</given-names></name></person-group>. <article-title>Prevalence and predictors of postpartum depression among postnatal women in Lagos, Nigeria</article-title>. <source>J Afr Health Sci</source>. (<year>2020</year>) <volume>20</volume>:<fpage>1943</fpage>&#x2013;<lpage>54</lpage>. doi: <pub-id pub-id-type="doi">10.4314/ahs.v20i4.53</pub-id></citation>
</ref>
<ref id="ref14">
<label>14.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mutua</surname> <given-names>J</given-names></name> <name><surname>Kigamwa</surname> <given-names>P</given-names></name> <name><surname>Ng'ang'a</surname> <given-names>P</given-names></name> <name><surname>Tele</surname> <given-names>A</given-names></name> <name><surname>Kumar</surname> <given-names>M</given-names></name></person-group>. <article-title>A comparative study of postpartum anxiety and depression in mothers with preterm births in Kenya</article-title>. <source>J Affect Disord Rep</source>. (<year>2020</year>) <volume>2</volume>:<fpage>100043</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jadr.2020.100043</pub-id></citation>
</ref>
<ref id="ref15">
<label>15.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hoekzema</surname> <given-names>E</given-names></name> <name><surname>Barba-M&#x00FC;ller</surname> <given-names>E</given-names></name> <name><surname>Pozzobon</surname> <given-names>C</given-names></name> <name><surname>Picado</surname> <given-names>M</given-names></name> <name><surname>Lucco</surname> <given-names>F</given-names></name> <name><surname>Garc&#x00ED;a-Garc&#x00ED;a</surname> <given-names>D</given-names></name> <etal/></person-group>. <article-title>Pregnancy leads to long-lasting changes in human brain structure</article-title>. <source>J Nat Neurosci</source>. (<year>2017</year>) <volume>20</volume>:<fpage>287</fpage>&#x2013;<lpage>96</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nn.4458</pub-id>, PMID: <pub-id pub-id-type="pmid">27991897</pub-id></citation>
</ref>
<ref id="ref16">
<label>16.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>P</given-names></name>
</person-group>. <article-title>How stress can influence brain adaptations to motherhood</article-title>. <source>J Front Neuroendocrinol</source>. (<year>2021</year>) <volume>60</volume>:<fpage>100875</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.yfrne.2020.100875</pub-id>, PMID: <pub-id pub-id-type="pmid">33038383</pub-id></citation>
</ref>
<ref id="ref17">
<label>17.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shakeel</surname> <given-names>N</given-names></name> <name><surname>Eberhard-Gran</surname> <given-names>M</given-names></name> <name><surname>Sletner</surname> <given-names>L</given-names></name> <name><surname>Slinning</surname> <given-names>K</given-names></name> <name><surname>Martinsen</surname> <given-names>EW</given-names></name> <name><surname>Holme</surname> <given-names>I</given-names></name> <etal/></person-group>. <article-title>A prospective cohort study of depression in pregnancy, prevalence and risk factors in a multi-ethnic population</article-title>. <source>J BMC Pregnancy Childbirth</source>. (<year>2015</year>) <volume>15</volume>:<fpage>1</fpage>&#x2013;<lpage>11</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s12884-014-0420-0</pub-id></citation>
</ref>
<ref id="ref18">
<label>18.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kapetanovic</surname> <given-names>S</given-names></name> <name><surname>Dass-Brailsford</surname> <given-names>P</given-names></name> <name><surname>Nora</surname> <given-names>D</given-names></name> <name><surname>Talisman</surname> <given-names>N</given-names></name></person-group>. <article-title>Mental health of HIV-seropositive women during pregnancy and postpartum period: a comprehensive literature review</article-title>. <source>J AIDS Behavior</source>. (<year>2014</year>) <volume>18</volume>:<fpage>1152</fpage>&#x2013;<lpage>73</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10461-014-0728-9</pub-id>, PMID: <pub-id pub-id-type="pmid">24584458</pub-id></citation>
</ref>
<ref id="ref19">
<label>19.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abate</surname> <given-names>HK</given-names></name> <name><surname>Mekonnen</surname> <given-names>CK</given-names></name> <name><surname>Ferede</surname> <given-names>YM</given-names></name></person-group>. <article-title>Depression among HIV-positive pregnant women at Northwest Amhara referral hospitals during COVID-19 pandemic</article-title>. <source>J Risk Manag Healthc Policy</source>. (<year>2021</year>) <volume>14</volume>:<fpage>4897</fpage>&#x2013;<lpage>905</lpage>. doi: <pub-id pub-id-type="doi">10.2147/RMHP.S320311</pub-id>, PMID: <pub-id pub-id-type="pmid">34908887</pub-id></citation>
</ref>
<ref id="ref20">
<label>20.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ngocho</surname> <given-names>JS</given-names></name> <name><surname>Watt</surname> <given-names>MH</given-names></name> <name><surname>Minja</surname> <given-names>L</given-names></name> <name><surname>Knettel</surname> <given-names>BA</given-names></name> <name><surname>Mmbaga</surname> <given-names>BT</given-names></name> <name><surname>Williams</surname> <given-names>PP</given-names></name> <etal/></person-group>. <article-title>Depression and anxiety among pregnant women living with HIV in Kilimanjaro region, Tanzania</article-title>. <source>J PLoS One</source>. (<year>2019</year>) <volume>14</volume>:<fpage>e0224515</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0224515</pub-id>, PMID: <pub-id pub-id-type="pmid">31671160</pub-id></citation>
</ref>
<ref id="ref21">
<label>21.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abebe</surname> <given-names>W</given-names></name> <name><surname>Gebremariam</surname> <given-names>M</given-names></name> <name><surname>Molla</surname> <given-names>M</given-names></name> <name><surname>Teferra</surname> <given-names>S</given-names></name> <name><surname>Wissow</surname> <given-names>L</given-names></name> <name><surname>Ruff</surname> <given-names>A</given-names></name></person-group>. <article-title>Prevalence of depression among HIV-positive pregnant women and its association with adherence to antiretroviral therapy in Addis Ababa, Ethiopia</article-title>. <source>PLoS One</source>. (<year>2022</year>) <volume>17</volume>:<fpage>e0262638</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0262638</pub-id>, PMID: <pub-id pub-id-type="pmid">35051244</pub-id></citation>
</ref>
<ref id="ref22">
<label>22.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sowa</surname> <given-names>NA</given-names></name> <name><surname>Cholera</surname> <given-names>R</given-names></name> <name><surname>Pence</surname> <given-names>BW</given-names></name> <name><surname>Gaynes</surname> <given-names>BN</given-names></name></person-group>. <article-title>Perinatal depression in HIV-infected African women: a systematic review</article-title>. <source>J Clin Psychiatry</source>. (<year>2015</year>) <volume>76</volume>:<fpage>1385</fpage>&#x2013;<lpage>96</lpage>. doi: <pub-id pub-id-type="doi">10.4088/JCP.14r09186</pub-id></citation>
</ref>
<ref id="ref23">
<label>23.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jarde</surname> <given-names>A</given-names></name> <name><surname>Morais</surname> <given-names>M</given-names></name> <name><surname>Kingston</surname> <given-names>D</given-names></name> <name><surname>Giallo</surname> <given-names>R</given-names></name> <name><surname>MacQueen</surname> <given-names>GM</given-names></name> <name><surname>Giglia</surname> <given-names>L</given-names></name> <etal/></person-group>. <article-title>Neonatal outcomes in women with untreated antenatal depression compared with women without depression: a systematic review and meta-analysis</article-title>. <source>JAMA Psychiatry</source>. (<year>2016</year>) <volume>73</volume>:<fpage>826</fpage>&#x2013;<lpage>37</lpage>. doi: <pub-id pub-id-type="doi">10.1001/jamapsychiatry.2016.0934</pub-id>, PMID: <pub-id pub-id-type="pmid">27276520</pub-id></citation>
</ref>
<ref id="ref24">
<label>24.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yousuf</surname> <given-names>A</given-names></name> <name><surname>Musa</surname> <given-names>R</given-names></name> <name><surname>Isa</surname> <given-names>MLM</given-names></name> <name><surname>Arifin</surname> <given-names>SRM</given-names></name></person-group>. <article-title>Anxiety and depression among women living with HIV: prevalence and correlations</article-title>. <source>Clin Pract Epidemiol Ment Health</source>. (<year>2020</year>) <volume>16</volume>:<fpage>59</fpage>&#x2013;<lpage>66</lpage>. doi: <pub-id pub-id-type="doi">10.2174/1745017902016010059</pub-id>, PMID: <pub-id pub-id-type="pmid">32742296</pub-id></citation>
</ref>
<ref id="ref25">
<label>25.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Madiba</surname> <given-names>S</given-names></name>
</person-group>. <article-title>When pregnancy coincides with positive diagnosis of HIV: accounts of the process of acceptance of self and motherhood among women in South Africa</article-title>. <source>J Int J Environ Res Public Health</source>. (<year>2021</year>) <volume>18</volume>:<fpage>13006</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijerph182413006</pub-id>, PMID: <pub-id pub-id-type="pmid">34948615</pub-id></citation>
</ref>
<ref id="ref26">
<label>26.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cohen</surname> <given-names>S</given-names></name> <name><surname>Wills</surname> <given-names>TA</given-names></name></person-group>. <article-title>Stress, social support, and the buffering hypothesis</article-title>. <source>Psychol Bull</source>. (<year>1985</year>) <volume>98</volume>:<fpage>310</fpage>&#x2013;<lpage>57</lpage>. doi: <pub-id pub-id-type="doi">10.1037/0033-2909.98.2.310</pub-id></citation>
</ref>
<ref id="ref27">
<label>27.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ade-Ojo</surname> <given-names>IP</given-names></name> <name><surname>Dada</surname> <given-names>MU</given-names></name> <name><surname>Adeyanju</surname> <given-names>TB</given-names></name></person-group>. <article-title>Comparison of anxiety and depression among HIV-positive and HIV-negative pregnant women during COVID-19 pandemic in Ekiti state, Southwest Nigeria</article-title>. <source>J Int J Gen Med</source>. (<year>2022</year>) <volume>15</volume>:<fpage>4123</fpage>&#x2013;<lpage>30</lpage>. doi: <pub-id pub-id-type="doi">10.2147/IJGM.S362225</pub-id></citation>
</ref>
<ref id="ref28">
<label>28.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adewuya</surname> <given-names>AO</given-names></name> <name><surname>Ola</surname> <given-names>BA</given-names></name> <name><surname>Dada</surname> <given-names>AO</given-names></name> <name><surname>Fasoto</surname> <given-names>OO</given-names></name></person-group>. <article-title>Validation of the Edinburgh postnatal depression scale as a screening tool for depression in late pregnancy among Nigerian women</article-title>. <source>J Psychosom Obstet Gynecol</source>. (<year>2006</year>) <volume>27</volume>:<fpage>267</fpage>&#x2013;<lpage>72</lpage>. doi: <pub-id pub-id-type="doi">10.1080/01674820600915478</pub-id>, PMID: <pub-id pub-id-type="pmid">17225628</pub-id></citation>
</ref>
<ref id="ref29">
<label>29.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sarna</surname> <given-names>A</given-names></name> <name><surname>Singh</surname> <given-names>RJ</given-names></name> <name><surname>Duggal</surname> <given-names>M</given-names></name> <name><surname>Chandra</surname> <given-names>P</given-names></name> <name><surname>Reynolds</surname> <given-names>N</given-names></name></person-group>. <article-title>The prevalence and determinants of depression among HIV-positive perinatal women receiving antiretroviral therapy in India</article-title>. <source>J Arch Womens Ment Health</source>. (<year>2019</year>) <volume>22</volume>:<fpage>399</fpage>&#x2013;<lpage>404</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00737-018-0904-4</pub-id></citation>
</ref>
<ref id="ref30">
<label>30.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tele</surname> <given-names>A</given-names></name> <name><surname>Kathono</surname> <given-names>J</given-names></name> <name><surname>Mwaniga</surname> <given-names>S</given-names></name> <name><surname>Nyongesa</surname> <given-names>V</given-names></name> <name><surname>Yator</surname> <given-names>O</given-names></name> <name><surname>Gachuno</surname> <given-names>O</given-names></name> <etal/></person-group>. <article-title>Prevalence and risk factors associated with depression in pregnant adolescents in Nairobi, Kenya</article-title>. <source>J Affect Disord Rep</source>. (<year>2022</year>) <volume>10</volume>:<fpage>100424</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jadr.2022.100424</pub-id>, PMID: <pub-id pub-id-type="pmid">36970124</pub-id></citation>
</ref>
<ref id="ref31">
<label>31.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adamu</surname> <given-names>A</given-names></name> <name><surname>Mchunu</surname> <given-names>G</given-names></name> <name><surname>Naidoo</surname> <given-names>JR</given-names></name></person-group>. <article-title>Stress and resilience among women living with HIV in Nigeria</article-title>. <source>J Afr J Prim Health Care Fam Med</source>. (<year>2019</year>) <volume>11</volume>:<fpage>2046</fpage>. doi: <pub-id pub-id-type="doi">10.4102/phcfm.v11i1.2046</pub-id></citation>
</ref>
<ref id="ref32">
<label>32.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Allen</surname> <given-names>J</given-names></name> <name><surname>Balfour</surname> <given-names>R</given-names></name> <name><surname>Bell</surname> <given-names>R</given-names></name> <name><surname>Marmot</surname> <given-names>M</given-names></name></person-group>. <article-title>Social determinants of mental health</article-title>. <source>J Int Rev Psychiatry</source>. (<year>2014</year>) <volume>26</volume>:<fpage>392</fpage>&#x2013;<lpage>407</lpage>. doi: <pub-id pub-id-type="doi">10.3109/09540261.2014.928270</pub-id></citation>
</ref>
<ref id="ref33">
<label>33.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zewdu</surname> <given-names>LB</given-names></name> <name><surname>Reta</surname> <given-names>MM</given-names></name> <name><surname>Yigzaw</surname> <given-names>N</given-names></name> <name><surname>Tamirat</surname> <given-names>KS</given-names></name></person-group>. <article-title>Prevalence of suicidal ideation and associated factors among HIV positive perinatal women on follow-up at Gondar town health institutions, Northwest Ethiopia: a cross-sectional study</article-title>. <source>J BMC Pregnancy Childbirth</source>. (<year>2021</year>) <volume>21</volume>:<fpage>42</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12884-020-03529-z</pub-id></citation>
</ref>
<ref id="ref34">
<label>34.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shah</surname> <given-names>SSNH</given-names></name> <name><surname>Laving</surname> <given-names>A</given-names></name> <name><surname>Okech-Helu</surname> <given-names>V</given-names></name> <name><surname>Kumar</surname> <given-names>M</given-names></name></person-group>. <article-title>Depression, perceived stress, social support, substance use and related sociodemographic risk factors in medical school residents in Nairobi, Kenya</article-title>. <source>BJPsych Open</source>. (<year>2021</year>) <volume>7</volume>:<fpage>S50</fpage>&#x2013;<lpage>10</lpage>. doi: <pub-id pub-id-type="doi">10.1192/bjo.2021.181</pub-id></citation>
</ref>
<ref id="ref35">
<label>35.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Peltzer</surname> <given-names>K</given-names></name> <name><surname>Rodriguez</surname> <given-names>VJ</given-names></name> <name><surname>Jones</surname> <given-names>D</given-names></name></person-group>. <article-title>Prevalence of prenatal depression and associated factors among HIV-positive women in primary care in Mpumalanga province, South Africa</article-title>. <source>SAHARA J</source>. (<year>2016</year>) <volume>13</volume>:<fpage>60</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1080/17290376.2016.1189847</pub-id>, PMID: <pub-id pub-id-type="pmid">27250738</pub-id></citation>
</ref>
<ref id="ref36">
<label>36.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Al Jarad</surname> <given-names>A</given-names></name> <name><surname>Al Hadi</surname> <given-names>A</given-names></name> <name><surname>Al Garatli</surname> <given-names>A</given-names></name> <name><surname>Akram</surname> <given-names>A</given-names></name> <name><surname>Alsaeidi</surname> <given-names>D</given-names></name> <name><surname>Al Mansour</surname> <given-names>F</given-names></name> <etal/></person-group>. <article-title>Impact of cognitive dysfunction in the middle east depressed patients: the ICMED study</article-title>. <source>J Clin Pract Epidemiol Ment Health</source>. (<year>2018</year>) <volume>14</volume>:<fpage>270</fpage>&#x2013;<lpage>83</lpage>. doi: <pub-id pub-id-type="doi">10.2174/1745017901814010270</pub-id></citation>
</ref>
<ref id="ref37">
<label>37.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yeneabat</surname> <given-names>T</given-names></name> <name><surname>Bedaso</surname> <given-names>A</given-names></name> <name><surname>Amare</surname> <given-names>T</given-names></name></person-group>. <article-title>Factors associated with depressive symptoms in people living with HIV attending antiretroviral clinic at Fitche zonal hospital, Central Ethiopia: cross-sectional study conducted in 2012</article-title>. <source>J Neuropsychiatr Dis Treat</source>. (<year>2017</year>) <volume>13</volume>:<fpage>2125</fpage>&#x2013;<lpage>31</lpage>. doi: <pub-id pub-id-type="doi">10.2147/NDT.S131722</pub-id></citation>
</ref>
<ref id="ref38">
<label>38.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moshoeshoe</surname> <given-names>M</given-names></name> <name><surname>Madiba</surname> <given-names>S</given-names></name></person-group>. <article-title>Parenting the child with HIV in limited resource communities in South Africa: mothers with HIV&#x2019;s emotional vulnerability and hope for the future</article-title>. <source>J Women's Health</source>. (<year>2021</year>) <volume>17</volume>:<fpage>174550652110585</fpage>. doi: <pub-id pub-id-type="doi">10.1177/17455065211058565</pub-id></citation>
</ref>
<ref id="ref39">
<label>39.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shahhosseini</surname> <given-names>Z</given-names></name> <name><surname>Pourasghar</surname> <given-names>M</given-names></name> <name><surname>Khalilian</surname> <given-names>A</given-names></name> <name><surname>Salehi</surname> <given-names>F</given-names></name></person-group>. <article-title>A review of the effects of anxiety during pregnancy on children&#x2019;s health</article-title>. <source>J Mater Sociomed</source>. (<year>2015</year>) <volume>27</volume>:<fpage>200</fpage>&#x2013;<lpage>2</lpage>. doi: <pub-id pub-id-type="doi">10.5455/msm.2015.27.200-202</pub-id>, PMID: <pub-id pub-id-type="pmid">26236168</pub-id></citation>
</ref>
<ref id="ref40">
<label>40.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Eke</surname> <given-names>O</given-names></name> <name><surname>Onyenyirionwu</surname> <given-names>UG</given-names></name></person-group>. <article-title>Psycho-social predictors of peripartum depression among Nigerian women</article-title>. <source>J Womens Health Dev</source>. (<year>2019</year>) <volume>2</volume>:<fpage>58</fpage>&#x2013;<lpage>67</lpage>.</citation>
</ref>
<ref id="ref41">
<label>41.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Devendorf</surname> <given-names>AR</given-names></name> <name><surname>McManimen</surname> <given-names>SL</given-names></name> <name><surname>Jason</surname> <given-names>LA</given-names></name></person-group>. <article-title>Suicidal ideation in non-depressed individuals: the effects of a chronic, misunderstood illness</article-title>. <source>J Health Psychol</source>. (<year>2020</year>) <volume>25</volume>:<fpage>2106</fpage>&#x2013;<lpage>17</lpage>. doi: <pub-id pub-id-type="doi">10.1177/1359105318785450</pub-id>, PMID: <pub-id pub-id-type="pmid">29992837</pub-id></citation>
</ref>
<ref id="ref42">
<label>42.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Onah</surname> <given-names>MN</given-names></name> <name><surname>Field</surname> <given-names>S</given-names></name> <name><surname>Bantjes</surname> <given-names>J</given-names></name> <name><surname>Honikman</surname> <given-names>S</given-names></name></person-group>. <article-title>Perinatal suicidal ideation and behaviour: psychiatry and adversity</article-title>. <source>J Arch Womens Mental Health</source>. (<year>2017</year>) <volume>20</volume>:<fpage>321</fpage>&#x2013;<lpage>31</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00737-016-0706-5</pub-id>, PMID: <pub-id pub-id-type="pmid">28032214</pub-id></citation>
</ref>
</ref-list>
</back>
</article>