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<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">PLoS ONE</journal-id>
<journal-id journal-id-type="publisher-id">plos</journal-id>
<journal-id journal-id-type="pmc">plosone</journal-id>
<journal-title-group>
<journal-title>PLOS ONE</journal-title>
</journal-title-group>
<issn pub-type="epub">1932-6203</issn>
<publisher>
<publisher-name>Public Library of Science</publisher-name>
<publisher-loc>San Francisco, CA USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.1371/journal.pone.0315628</article-id>
<article-id pub-id-type="publisher-id">PONE-D-24-08157</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Research Article</subject>
</subj-group>
<subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Mental health and psychiatry</subject><subj-group><subject>Mood disorders</subject><subj-group><subject>Depression</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Women's health</subject><subj-group><subject>Maternal health</subject><subj-group><subject>Pregnancy</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Women's health</subject><subj-group><subject>Obstetrics and gynecology</subject><subj-group><subject>Pregnancy</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Epidemiology</subject><subj-group><subject>Medical risk factors</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Biochemistry</subject><subj-group><subject>Hormones</subject><subj-group><subject>Sex hormones</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Physiology</subject><subj-group><subject>Physiological processes</subject><subj-group><subject>Sleep</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Social sciences</subject><subj-group><subject>Sociology</subject><subj-group><subject>Education</subject><subj-group><subject>Schools</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Psychology</subject><subj-group><subject>Psychometrics</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Social sciences</subject><subj-group><subject>Psychology</subject><subj-group><subject>Psychometrics</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Biochemistry</subject><subj-group><subject>Hormones</subject><subj-group><subject>Lipid hormones</subject><subj-group><subject>Progesterone</subject></subj-group></subj-group></subj-group></subj-group></subj-group></article-categories>
<title-group>
<article-title>Impact of premenstrual syndrome and premenstrual dysphoric disorder on maternal antenatal depression</article-title>
<alt-title alt-title-type="running-head">PMS/PMDD and maternal antenatal depression</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Ihara</surname>
<given-names>Nozomi</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role content-type="http://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role content-type="http://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-original-draft/">Writing – original draft</role>
<xref ref-type="aff" rid="aff001"/>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Sato</surname>
<given-names>Yoko</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role content-type="http://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"/>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0002-0408-8658</contrib-id>
<name name-style="western">
<surname>Ikeda</surname>
<given-names>Subaru</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role content-type="http://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role content-type="http://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"/>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Matsufuji</surname>
<given-names>Hiromi</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"/>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Kikuchi</surname>
<given-names>Kimiyo</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"/>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Suetsugu</surname>
<given-names>Yoshiko</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"/>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Hikita</surname>
<given-names>Naoko</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"/>
</contrib>
<contrib contrib-type="author" corresp="yes" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0001-5995-0017</contrib-id>
<name name-style="western">
<surname>Morokuma</surname>
<given-names>Seiichi</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role content-type="http://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role content-type="http://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
<xref ref-type="corresp" rid="cor001">*</xref>
<xref ref-type="aff" rid="aff001"/>
</contrib>
</contrib-group>
<aff id="aff001"><addr-line>Department of Health Sciences, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan</addr-line></aff>
<contrib-group>
<contrib contrib-type="editor" xlink:type="simple">
<name name-style="western">
<surname>Fernandes</surname>
<given-names>Thiago P.</given-names>
</name>
<role>Editor</role>
<xref ref-type="aff" rid="edit1"/>
</contrib>
</contrib-group>
<aff id="edit1"><addr-line>Federal University of Paraiba, BRAZIL</addr-line></aff>
<author-notes>
<fn fn-type="conflict" id="coi001">
<p>The authors have declared that no competing interests exist.</p>
</fn>
<corresp id="cor001">* E-mail: <email xlink:type="simple">morokuma.seiichi.845@m.kyushu-u.ac.jp</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>19</volume>
<issue>12</issue>
<elocation-id>e0315628</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>3</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-year>2024</copyright-year>
<copyright-holder>Ihara et al</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="info:doi/10.1371/journal.pone.0315628"/>
<abstract>
<p>In this study, we aimed to determine the association of premenstrual syndrome (PMS) or premenstrual dysphoric disorder (PMDD) with maternal antenatal depression. This cross-sectional, online questionnaire-based observational study included 212 pregnant women between gestational ages 24 weeks and 28 weeks 6 days. PMS and PMDD were measured using the PMDD Scale, and maternal antenatal depression was evaluated using the Edinburgh Postnatal Depression Scale. Baseline characteristics, clinical information, and associated factors were also included in the questionnaire. Analyses were conducted using a binomial logistic regression model with Edinburgh Postnatal Depression Scale positivity (maternal antenatal depression) as the dependent variable. Having “PMDD” (odds ratio: 3.54 [95% confidence interval: 1.26–9.93], p = 0.02) and “PMS” (odds ratio 2.31 [1.10–4.87], p = 0.03) on the PMDD rating scale were significantly associated with maternal antenatal depression. Therefore, our results suggest that screening for a history of PMS or PMDD during the early antepartum interview may aid mental health care and prevent perinatal depression during the early stages of pregnancy.</p>
</abstract>
<funding-group>
<funding-statement>The author(s) received no specific funding for this work.</funding-statement>
</funding-group>
<counts>
<fig-count count="0"/>
<table-count count="2"/>
<page-count count="9"/>
</counts>
<custom-meta-group>
<custom-meta id="data-availability">
<meta-name>Data Availability</meta-name>
<meta-value>All relevant data are within the manuscript and its <xref ref-type="sec" rid="sec013">Supporting Information</xref> files.</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="sec001" sec-type="intro">
<title>Introduction</title>
<p>Antenatal depression is a risk factor for preterm delivery, low birth weight, impaired growth among infants, decreased appetite, insomnia, and easy fatigability in mothers [<xref ref-type="bibr" rid="pone.0315628.ref001">1</xref>, <xref ref-type="bibr" rid="pone.0315628.ref002">2</xref>]. It is also associated with a high risk of postpartum depression [<xref ref-type="bibr" rid="pone.0315628.ref003">3</xref>, <xref ref-type="bibr" rid="pone.0315628.ref004">4</xref>]. A structured interview study by Kitamura et al. [<xref ref-type="bibr" rid="pone.0315628.ref005">5</xref>] reported a 5.6% prevalence of antenatal depression in Japan, making it the most prevalent mental disorder during pregnancy. A meta-analysis of perinatal depression in Japanese women by Tokumitsu et al. [<xref ref-type="bibr" rid="pone.0315628.ref006">6</xref>] showed a prevalence of 14.0% in the first 3–6 months of pregnancy, 16.3% from 6 months to delivery, 15.1% from 0–1 month postpartum, 11.6% from 1–2 months postpartum, 11.5% from 3–6 months postpartum, and 11.5% from 6 months to 1 year postpartum. This suggests a relatively high risk of antenatal depression postpartum. Therefore, identifying risk factors and taking preventive measures is crucial to prevent antenatal depression.</p>
<p>Risk factors for antenatal depression include various psychosocial factors; however, an association with changes in sex hormone levels has been reported [<xref ref-type="bibr" rid="pone.0315628.ref007">7</xref>]. Sex hormone changes can impact various physical disorders associated with menstruation, with premenstrual syndrome (PMS) and premenstrual dysphoric mood disorder (PMDD) being the most represented [<xref ref-type="bibr" rid="pone.0315628.ref008">8</xref>]. The International Classification of Diseases [<xref ref-type="bibr" rid="pone.0315628.ref009">9</xref>] defines PMS as "characterized by specific environmental, metabolic, or behavioral factors that occur during the luteal phase of the menstrual cycle, which leads to cyclic emotional, physical, or behavioral symptoms that interfere with an individual’s lifestyle." The American Psychiatric Association’s diagnostic criteria (DSM-5) [<xref ref-type="bibr" rid="pone.0315628.ref010">10</xref>] defines PMDD as “mood instability, irritability, discomfort, or anxiety that recurs during the premenstrual phase of the menstrual cycle and resolves before or immediately after the start of menstruation, occurring during most menstrual cycles in the past year.”</p>
<p>Estrogen and progesterone are involved in the regulation of mood-related biological systems, neural networks, and behavior; therefore, changes in their levels are thought to induce depressive symptoms [<xref ref-type="bibr" rid="pone.0315628.ref011">11</xref>]. A decreased level of allopregnanolone, a metabolite of progesterone, has been associated with depressive symptoms during pregnancy and the postpartum period [<xref ref-type="bibr" rid="pone.0315628.ref012">12</xref>, <xref ref-type="bibr" rid="pone.0315628.ref013">13</xref>]. Previous studies show that allopregnanolone levels do not differ between patients with PMS and healthy individuals in the follicular phase; however, they are significantly lower in the PMS group during the luteal phase [<xref ref-type="bibr" rid="pone.0315628.ref014">14</xref>]. Similarly, allopregnanolone levels are reportedly lower in the PMDD group compared with healthy individuals during the luteal phase [<xref ref-type="bibr" rid="pone.0315628.ref014">14</xref>, <xref ref-type="bibr" rid="pone.0315628.ref015">15</xref>]. These findings suggest a potential common mechanism underlying the onset of PMS, PMDD, and perinatal depression.</p>
<p>A systematic review of risk factors for postpartum depression by Gastaldon et al. [<xref ref-type="bibr" rid="pone.0315628.ref016">16</xref>] showed that the risk of developing postpartum depression was approximately double in women with a history of PMS. Sylvén et al. [<xref ref-type="bibr" rid="pone.0315628.ref017">17</xref>] also found a significant association between a history of PMS or PMDD and postpartum depression.</p>
<p>Antenatal depression may be associated with a history of PMS or PMDD; however, only a few studies have reported this. Pataky et al. [<xref ref-type="bibr" rid="pone.0315628.ref018">18</xref>] reported an approximately three-fold increased risk of depression at 32–42 weeks of pregnancy among individuals with a history of PMS or PMDD. Tokumitsu et al. [<xref ref-type="bibr" rid="pone.0315628.ref006">6</xref>] also reported a high prevalence of antenatal depression from the sixth month of pregnancy. Evidence suggests that interventions for women at risk of antenatal depression effectively prevent postnatal depression and improve pregnancy outcomes [<xref ref-type="bibr" rid="pone.0315628.ref019">19</xref>]. Therefore, we believe that early evaluation of at-risk individuals is necessary.</p>
<p>Thus, in this study, we aimed to determine the relationship between a history of PMS or PMDD and depression during the second trimester of pregnancy.</p>
</sec>
<sec id="sec002">
<title>Material and methods</title>
<sec id="sec003">
<title>Study population</title>
<p>A survey recruitment page was posted on an information website for pregnant women between May 2022 and June 2022 (Milcare, Tokyo) [<xref ref-type="bibr" rid="pone.0315628.ref020">20</xref>]. The women surveyed from across Japan participated in the study after seeing this survey recruitment page on an information site for pregnant women. The survey participants were pregnant women aged ≥20 years with singleton pregnancies of 24–28 weeks of gestation at the time of consent. Participants were informed in advance that it would take 20 min to complete the questionnaire. The exclusion criteria were 1) psychiatric disorders, such as major depressive disorder or bipolar disorder; 2) difficulty completing the questionnaire; and 3) multiple pregnancies.</p>
<p>Notably, 238 respondents answered the web-based questionnaire. We excluded 26 respondents with irrelevant information. These included 13 who gave incorrect answers, as an error was observed between the expected delivery date and the current gestational weeks, and 13 who did not provide valid answers regarding their delivery history. Finally, 212 respondents were included in the analysis.</p>
</sec>
<sec id="sec004">
<title>Data collection procedures</title>
<p>The questionnaire included basic demographics (age, pre-pregnancy body mass index, marital status, age of partner, employment status, financial status, education history, smoking, and drinking history) and clinical information (history of childbirth, gestational age, and history of gynecological and psychiatric disorders). Factors reportedly associated with antenatal depression (desire to become pregnant, feelings at the time of pregnancy discovery, whether or not the patient lived with someone, returning to the patient’s parent’s house to give birth, whether or not someone was willing to help during pregnancy and postpartum, and sleep quality) were also assessed [<xref ref-type="bibr" rid="pone.0315628.ref021">21</xref>, <xref ref-type="bibr" rid="pone.0315628.ref022">22</xref>].</p>
<p>The Edinburgh Postnatal Depression Scale (EPDS) was used to evaluate association; Cox et al. [<xref ref-type="bibr" rid="pone.0315628.ref023">23</xref>] developed the EPDS to quantitatively assess postpartum depression. However, a Japanese version was developed by Okano et al. [<xref ref-type="bibr" rid="pone.0315628.ref024">24</xref>]; it includes 10 items associated with mood depression and is scored on a four-point scale from 0 to 3. The total score ranges from 0 to 30 points, with a cut-off of 9 points. The scale was developed to screen for postpartum depression and is mainly used during the postnatal period; however, it is also currently being used to screen for antenatal depression. Usuda et al. [<xref ref-type="bibr" rid="pone.0315628.ref025">25</xref>] identified a cut-off score of 9 among Japanese women, validating its use from pregnancy onwards. With a cut-off score set at 13 points, the area under the curve was 0.956, sensitivity and specificity were 90.0% and 92.1%, respectively, and positive and negative predictive values were 54.5% and 98.9%, respectively. Therefore, women with an EPDS score ≥9 were considered a positive group for suspected gestational depression, and those with an EPDS score &lt;9 were considered a negative group.</p>
<p>PMS and PMDD were assessed using the PMDD Rating Scale, a Japanese version of the scale developed by Miyaoka et al. [<xref ref-type="bibr" rid="pone.0315628.ref026">26</xref>] based on the premenstrual symptoms screening tool developed by Steiner et al. [<xref ref-type="bibr" rid="pone.0315628.ref027">27</xref>] using the DSM-5 PMDD diagnostic criteria. The Japanese version has a Cronbach’s alpha of 0.91, and its reliability and validity have been verified. We have also obtained permission to use the scale. The scale consists of a four-point scale (not at all: 1 point, mild: 2 points, moderate: 3 points, and severe: 4 points) that indicates whether each questionnaire item applies to PMDD, beginning 1–2 weeks before the start of menstruation and ending within a few days after the start of menstruation, during most menstrual cycles in the past year. The questionnaire consists of Item I (12 items relating to symptoms) and Item II (five items relating to difficulties at work, home, and school). The PMDD and PMS assessments were based on the premenstrual symptoms screening tool criteria developed by Steiner et al. [<xref ref-type="bibr" rid="pone.0315628.ref027">27</xref>], which were categorized into three groups: 1) PMDD (PMDD group), 2) moderate to severe PMS (PMS group), and 3) no or mild PMS (Non-interference group).</p>
</sec>
<sec id="sec005">
<title>Statistical analyses</title>
<p>χ<sup>²</sup> tests were performed to assess the associations between antenatal depression and baseline characteristics, clinical information, factors reported to be associated with antenatal depression [<xref ref-type="bibr" rid="pone.0315628.ref021">21</xref>, <xref ref-type="bibr" rid="pone.0315628.ref022">22</xref>], and the PMDD rating scale (PMDD group, PMS group, and non-interference group). Forced entry binomial logistic regression analysis was then performed using the results of the χ<sup>²</sup> tests, with significance levels &lt; 25%, as covariates to exclude variables that were evidently not significant. The IBM SPSS Statistics ver. 29 was used to perform this analysis at a 5% significance level. In addition, post hoc power analysis with alpha = 0.05 representing the statistical power was conducted using the G-power software (G-power v3.1.9.2, Universitat Kiel, Kiel, Germany).</p>
</sec>
<sec id="sec006">
<title>Ethics statement</title>
<p>This study was approved by the Ethics Review Committee for Clinical Research, Department of Medical Sciences, Kyushu University (approval number 22010 00).</p>
<p>This study was designed according to the ethical principles of the Declaration of Helsinki and followed the Ethical Guidelines for Medical and Health Research Involving Human Subjects. Written informed consent was obtained from all the participants before answering the questionnaire.</p>
</sec>
</sec>
<sec id="sec007" sec-type="results">
<title>Results</title>
<sec id="sec008">
<title>Study population characteristics</title>
<p><xref ref-type="table" rid="pone.0315628.t001">Table 1</xref> presents the basic characteristics of the participants analyzed. The mean age of the participants was 31.9 (standard deviation: 4.0) years. Thirty-five (16.5%) participants were underweight, 150 (70.8%) had normal weight, and 27 (12.7%) had obesity based on the non-pregnancy body mass index. Regarding employment status, 158 (74.5%) were currently employed, 23 (10.9%) left employment after the current pregnancy, and 31 (14.6%) have not been employed since before this pregnancy.</p>
<table-wrap id="pone.0315628.t001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0315628.t001</object-id>
<label>Table 1</label> <caption><title>EPDS scores based on attributes for participants (n = 212).</title></caption>
<alternatives>
<graphic id="pone.0315628.t001g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0315628.t001" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left" rowspan="2">Item</th>
<th align="left" rowspan="2">(n)</th>
<th align="left" rowspan="2">%</th>
<th align="left" rowspan="2">EPDS score Mean (SD)</th>
<th align="left" colspan="2">EPDS positive (n = 65)</th>
<th align="left" colspan="2">EPDS negative (n = 147)</th>
<th align="left" rowspan="2">P-value</th>
</tr>
<tr>
<th align="left">(n)</th>
<th align="left">%</th>
<th align="left">(n)</th>
<th align="left">%</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><bold>Age</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">20–34 years old</td>
<td align="left">156</td>
<td align="left">73.6</td>
<td align="left">6.8 (5.0)</td>
<td align="left">47</td>
<td align="left">72.3</td>
<td align="left">109</td>
<td align="left">74.1</td>
<td align="left" rowspan="2">0.78</td>
</tr>
<tr>
<td align="left">≥35 years old</td>
<td align="left">56</td>
<td align="left">26.4</td>
<td align="left">7.4 (5.5)</td>
<td align="left">18</td>
<td align="left">27.7</td>
<td align="left">38</td>
<td align="left">25.9</td>
</tr>
<tr>
<td align="left"><bold>BMI at non-pregnancy</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Thin (BMI&lt;18.5)</td>
<td align="left">35</td>
<td align="left">16.5</td>
<td align="left">8.1 (5.1)</td>
<td align="left">15</td>
<td align="left">23.1</td>
<td align="left">20</td>
<td align="left">13.6</td>
<td align="left" rowspan="3">0.18</td>
</tr>
<tr>
<td align="left">Normal (18.5 ≤BMI&lt;25)</td>
<td align="left">150</td>
<td align="left">70.8</td>
<td align="left">6.7 (5.2)</td>
<td align="left">44</td>
<td align="left">67.7</td>
<td align="left">106</td>
<td align="left">72.1</td>
</tr>
<tr>
<td align="left">Overweight (BMI≥25)</td>
<td align="left">27</td>
<td align="left">12.7</td>
<td align="left">6.8 (4.8)</td>
<td align="left">6</td>
<td align="left">9.2</td>
<td align="left">21</td>
<td align="left">14.3</td>
</tr>
<tr>
<td align="left"><bold>Marital status</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Married</td>
<td align="left">212</td>
<td align="left">100.0</td>
<td align="left">7.0 (5.1)</td>
<td align="left">65</td>
<td align="left">100</td>
<td align="left">147</td>
<td align="left">100</td>
<td align="left" rowspan="2">―</td>
</tr>
<tr>
<td align="left">Single/Divorced</td>
<td align="left">0</td>
<td align="left">0.0</td>
<td align="left">―</td>
<td align="left">0</td>
<td align="left">0</td>
<td align="left">0</td>
<td align="left">0</td>
</tr>
<tr>
<td align="left"><bold>Age of partner</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">20s</td>
<td align="left">44</td>
<td align="left">20.8</td>
<td align="left">7.6 (5.7)</td>
<td align="left">18</td>
<td align="left">27.7</td>
<td align="left">26</td>
<td align="left">17.7</td>
<td align="left" rowspan="4">0.37</td>
</tr>
<tr>
<td align="left">30s</td>
<td align="left">133</td>
<td align="left">62.7</td>
<td align="left">6.7 (4.8)</td>
<td align="left">37</td>
<td align="left">57.0</td>
<td align="left">96</td>
<td align="left">65.3</td>
</tr>
<tr>
<td align="left">40s</td>
<td align="left">32</td>
<td align="left">15.1</td>
<td align="left">7.6 (5.5)</td>
<td align="left">9</td>
<td align="left">13.8</td>
<td align="left">23</td>
<td align="left">15.6</td>
</tr>
<tr>
<td align="left">50s</td>
<td align="left">3</td>
<td align="left">1.4</td>
<td align="left">5.3 (5.1)</td>
<td align="left">1</td>
<td align="left">1.5</td>
<td align="left">2</td>
<td align="left">1.4</td>
</tr>
<tr>
<td align="left"><bold>Employment status</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Currently employed (including maternity and paternity leave)</td>
<td align="left">158</td>
<td align="left">74.5</td>
<td align="left">6.8 (5.0)</td>
<td align="left">51</td>
<td align="left">78.5</td>
<td align="left">107</td>
<td align="left">72.8</td>
<td align="left" rowspan="3">0.13</td>
</tr>
<tr>
<td align="left">Had left employment after this pregnancy</td>
<td align="left">23</td>
<td align="left">10.9</td>
<td align="left">9.4 (5.3)</td>
<td align="left">9</td>
<td align="left">13.8</td>
<td align="left">14</td>
<td align="left">9.5</td>
</tr>
<tr>
<td align="left">Had not been employed before this pregnancy</td>
<td align="left">31</td>
<td align="left">14.6</td>
<td align="left">6.0 (5.1)</td>
<td align="left">5</td>
<td align="left">7.7</td>
<td align="left">26</td>
<td align="left">17.7</td>
</tr>
<tr>
<td align="left"><bold>Financial status</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Comfortable</td>
<td align="left">22</td>
<td align="left">10.4</td>
<td align="left">5.3 (6.2)</td>
<td align="left">6</td>
<td align="left">9.2</td>
<td align="left">16</td>
<td align="left">10.9</td>
<td align="left" rowspan="4">0.71</td>
</tr>
<tr>
<td align="left">Not comfortable, but satisfied</td>
<td align="left">111</td>
<td align="left">52.3</td>
<td align="left">6.3 (4.7)</td>
<td align="left">31</td>
<td align="left">47.7</td>
<td align="left">80</td>
<td align="left">54.4</td>
</tr>
<tr>
<td align="left">Relatively not comfortable</td>
<td align="left">67</td>
<td align="left">31.6</td>
<td align="left">8.1(4.7)</td>
<td align="left">24</td>
<td align="left">36.9</td>
<td align="left">43</td>
<td align="left">29.3</td>
</tr>
<tr>
<td align="left">Not at all comfortable</td>
<td align="left">12</td>
<td align="left">5.7</td>
<td align="left">9.8 (6.9)</td>
<td align="left">4</td>
<td align="left">6.2</td>
<td align="left">8</td>
<td align="left">5.4</td>
</tr>
<tr>
<td align="left"><bold>Education history</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Middle school</td>
<td align="left">1</td>
<td align="left">0.5</td>
<td align="left">3.0</td>
<td align="left">0</td>
<td align="left">0</td>
<td align="left">1</td>
<td align="left">0.7</td>
<td align="left" rowspan="4">0.57</td>
</tr>
<tr>
<td align="left">High school</td>
<td align="left">29</td>
<td align="left">13.7</td>
<td align="left">8.6 (6.5)</td>
<td align="left">12</td>
<td align="left">18.5</td>
<td align="left">17</td>
<td align="left">11.5</td>
</tr>
<tr>
<td align="left">Junior colleges and vocational schools</td>
<td align="left">51</td>
<td align="left">24.0</td>
<td align="left">7.0 (5.0)</td>
<td align="left">15</td>
<td align="left">23.0</td>
<td align="left">36</td>
<td align="left">24.5</td>
</tr>
<tr>
<td align="left">College/University or more</td>
<td align="left">131</td>
<td align="left">61.8</td>
<td align="left">6.7 (4.8)</td>
<td align="left">38</td>
<td align="left">58.5</td>
<td align="left">93</td>
<td align="left">63.3</td>
</tr>
<tr>
<td align="left"><bold>Smoking history</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Not currently smoking</td>
<td align="left">210</td>
<td align="left">99.1</td>
<td align="left">7.0 (5.1)</td>
<td align="left">64</td>
<td align="left">98.5</td>
<td align="left">146</td>
<td align="left">99.3</td>
<td align="left" rowspan="2">0.52</td>
</tr>
<tr>
<td align="left">Currently smoking</td>
<td align="left">2</td>
<td align="left">0.9</td>
<td align="left">10.0 (5.7)</td>
<td align="left">1</td>
<td align="left">1.5</td>
<td align="left">1</td>
<td align="left">0.7</td>
</tr>
<tr>
<td align="left"><bold>Drinking history</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Not currently drinking</td>
<td align="left">208</td>
<td align="left">98.1</td>
<td align="left">6.9 (5.0)</td>
<td align="left">63</td>
<td align="left">96.9</td>
<td align="left">145</td>
<td align="left">98.6</td>
<td align="left" rowspan="2">0.59</td>
</tr>
<tr>
<td align="left">Currently drinking</td>
<td align="left">4</td>
<td align="left">1.9</td>
<td align="left">11.3 (8.9)</td>
<td align="left">2</td>
<td align="left">3.1</td>
<td align="left">2</td>
<td align="left">1.4</td>
</tr>
<tr>
<td align="left"><bold>History of childbirth</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Primipara</td>
<td align="left">130</td>
<td align="left">61.3</td>
<td align="left">7.4 (5.0)</td>
<td align="left">44</td>
<td align="left">67.7</td>
<td align="left">86</td>
<td align="left">58.5</td>
<td align="left" rowspan="2">0.21</td>
</tr>
<tr>
<td align="left">Multipara</td>
<td align="left">82</td>
<td align="left">38.7</td>
<td align="left">6.3 (5.3)</td>
<td align="left">21</td>
<td align="left">32.3</td>
<td align="left">61</td>
<td align="left">41.5</td>
</tr>
<tr>
<td align="left"><bold>Gestational age</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">24–26 weeks</td>
<td align="left">122</td>
<td align="left">57.5</td>
<td align="left">7.2 (5.0)</td>
<td align="left">40</td>
<td align="left">61.5</td>
<td align="left">82</td>
<td align="left">55.8</td>
<td align="left" rowspan="2">0.43</td>
</tr>
<tr>
<td align="left">27–28 weeks</td>
<td align="left">90</td>
<td align="left">42.5</td>
<td align="left">6.7 (5.2)</td>
<td align="left">25</td>
<td align="left">38.5</td>
<td align="left">65</td>
<td align="left">44.2</td>
</tr>
<tr>
<td align="left"><bold>History of gynecological disorder</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">No</td>
<td align="left">145</td>
<td align="left">68.4</td>
<td align="left">6.4 (4.8)</td>
<td align="left">39</td>
<td align="left">60.0</td>
<td align="left">106</td>
<td align="left">72.1</td>
<td align="left" rowspan="2">0.08</td>
</tr>
<tr>
<td align="left">Yes</td>
<td align="left">67</td>
<td align="left">31.6</td>
<td align="left">8.3 (5.5)</td>
<td align="left">26</td>
<td align="left">40.0</td>
<td align="left">41</td>
<td align="left">27.9</td>
</tr>
<tr>
<td align="left"><bold>History of psychiatric disorder</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">No</td>
<td align="left">197</td>
<td align="left">92.9</td>
<td align="left">6.6 (4.7)</td>
<td align="left">55</td>
<td align="left">84.6</td>
<td align="left">142</td>
<td align="left">96.6</td>
<td align="left" rowspan="2"><bold>0.03</bold></td>
</tr>
<tr>
<td align="left">Yes</td>
<td align="left">15</td>
<td align="left">7.1</td>
<td align="left">12.4 (5.0)</td>
<td align="left">10</td>
<td align="left">15.4</td>
<td align="left">5</td>
<td align="left">3.4</td>
</tr>
<tr>
<td align="left"><bold>Desire to become pregnant</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Planned pregnancy (natural conception)</td>
<td align="left">123</td>
<td align="left">58.0</td>
<td align="left">7.1 (5.4)</td>
<td align="left">37</td>
<td align="left">56.9</td>
<td align="left">86</td>
<td align="left">58.5</td>
<td align="left" rowspan="4">0.50</td>
</tr>
<tr>
<td align="left">Planned pregnancy (fertility treatment)</td>
<td align="left">44</td>
<td align="left">20.8</td>
<td align="left">6.1 (4.7)</td>
<td align="left">11</td>
<td align="left">16.9</td>
<td align="left">33</td>
<td align="left">22.4</td>
</tr>
<tr>
<td align="left">Unexpected but wanted to conceive</td>
<td align="left">41</td>
<td align="left">19.3</td>
<td align="left">7.4 (4.6)</td>
<td align="left">15</td>
<td align="left">23.1</td>
<td align="left">26</td>
<td align="left">17.7</td>
</tr>
<tr>
<td align="left">Did not want to conceive</td>
<td align="left">4</td>
<td align="left">1.9</td>
<td align="left">8.2 (5.6)</td>
<td align="left">2</td>
<td align="left">3.1</td>
<td align="left">2</td>
<td align="left">1.4</td>
</tr>
<tr>
<td align="left"><bold>Feelings at the time of pregnancy discovery</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">0.25</td>
</tr>
<tr>
<td align="left">I was very happy/Unexpected, but happy</td>
<td align="left">204</td>
<td align="left">96.2</td>
<td align="left">6.9 (5.1)</td>
<td align="left">61</td>
<td align="left">93.8</td>
<td align="left">143</td>
<td align="left">97.3</td>
<td align="left"/>
</tr>
<tr>
<td align="left">I don’t know/ I was in trouble</td>
<td align="left">8</td>
<td align="left">3.8</td>
<td align="left">8.1 (4.7)</td>
<td align="left">4</td>
<td align="left">6.2</td>
<td align="left">4</td>
<td align="left">2.7</td>
<td align="left"/>
</tr>
<tr>
<td align="left"><bold>Living with partner</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Yes</td>
<td align="left">208</td>
<td align="left">98.1</td>
<td align="left">6.9 (5.1)</td>
<td align="left">62</td>
<td align="left">95.4</td>
<td align="left">146</td>
<td align="left">99.3</td>
<td align="left">0.09</td>
</tr>
<tr>
<td align="left">No</td>
<td align="left">4</td>
<td align="left">1.9</td>
<td align="left">12.8 (5.1)</td>
<td align="left">3</td>
<td align="left">4.6</td>
<td align="left">1</td>
<td align="left">0.7</td>
<td align="left"/>
</tr>
<tr>
<td align="left"><bold>Living with parents</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Yes</td>
<td align="left">6</td>
<td align="left">2.8</td>
<td align="left">10.8 (5.4)</td>
<td align="left">3</td>
<td align="left">4.6</td>
<td align="left">3</td>
<td align="left">2.0</td>
<td align="left" rowspan="2">0.37</td>
</tr>
<tr>
<td align="left">No</td>
<td align="left">206</td>
<td align="left">97.2</td>
<td align="left">6.9 (5.1)</td>
<td align="left">62</td>
<td align="left">95.4</td>
<td align="left">144</td>
<td align="left">98.0</td>
</tr>
<tr>
<td align="left"><bold>Returning to parent’s house to give birth</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Yes</td>
<td align="left">67</td>
<td align="left">31.6</td>
<td align="left">7.1 (4.9)</td>
<td align="left">20</td>
<td align="left">30.8</td>
<td align="left">47</td>
<td align="left">32.0</td>
<td align="left" rowspan="3">0.33</td>
</tr>
<tr>
<td align="left">No</td>
<td align="left">138</td>
<td align="left">65.1</td>
<td align="left">6.7 (5.1)</td>
<td align="left">41</td>
<td align="left">63.0</td>
<td align="left">97</td>
<td align="left">66.0</td>
</tr>
<tr>
<td align="left">Not yet decided.</td>
<td align="left">7</td>
<td align="left">3.3</td>
<td align="left">12.0 (5.3)</td>
<td align="left">4</td>
<td align="left">6.2</td>
<td align="left">3</td>
<td align="left">2.0</td>
</tr>
<tr>
<td align="left"><bold>Whether or not someone was willing to help during pregnancy</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Yes</td>
<td align="left">211</td>
<td align="left">99.5</td>
<td align="left">7.0 (5.1)</td>
<td align="left">65</td>
<td align="left">100</td>
<td align="left">146</td>
<td align="left">99.3</td>
<td align="left" rowspan="2">―</td>
</tr>
<tr>
<td align="left">No</td>
<td align="left">1</td>
<td align="left">0.5</td>
<td align="left">5.0</td>
<td align="left">0</td>
<td align="left">0</td>
<td align="left">1</td>
<td align="left">0.7</td>
</tr>
<tr>
<td align="left"><bold>Whether or not someone was willing to help in postpartum</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Yes</td>
<td align="left">209</td>
<td align="left">98.6</td>
<td align="left">7.0 (5.1)</td>
<td align="left">65</td>
<td align="left">100</td>
<td align="left">144</td>
<td align="left">98.0</td>
<td align="left" rowspan="2">0.55</td>
</tr>
<tr>
<td align="left">No</td>
<td align="left">3</td>
<td align="left">1.4</td>
<td align="left">6.3 (1.5)</td>
<td align="left">0</td>
<td align="left">0</td>
<td align="left">3</td>
<td align="left">2.0</td>
</tr>
<tr>
<td align="left"><bold>Sleep qualit</bold>y</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Good</td>
<td align="left">92</td>
<td align="left">43.4</td>
<td align="left">5.3 (4.4)</td>
<td align="left">15</td>
<td align="left">23.1</td>
<td align="left">77</td>
<td align="left">52.4</td>
<td align="left" rowspan="2"><bold>&lt;0.001</bold></td>
</tr>
<tr>
<td align="left">Poor</td>
<td align="left">120</td>
<td align="left">56.6</td>
<td align="left">8.3 (5.3)</td>
<td align="left">50</td>
<td align="left">76.9</td>
<td align="left">70</td>
<td align="left">47.6</td>
</tr>
<tr>
<td align="left"><bold>PMDD scale</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">PMDD</td>
<td align="left">24</td>
<td align="left">11.3</td>
<td align="left">10.6 (6.0)</td>
<td align="left">13</td>
<td align="left">20.0</td>
<td align="left">11</td>
<td align="left">7.5</td>
<td align="left" rowspan="3"><bold>0.001</bold></td>
</tr>
<tr>
<td align="left">PMS</td>
<td align="left">66</td>
<td align="left">31.1</td>
<td align="left">7.7 (4.3)</td>
<td align="left">26</td>
<td align="left">40.0</td>
<td align="left">40</td>
<td align="left">27.2</td>
</tr>
<tr>
<td align="left">Non-interference</td>
<td align="left">122</td>
<td align="left">57.6</td>
<td align="left">5.9 (5.0)</td>
<td align="left">26</td>
<td align="left">40.0</td>
<td align="left">96</td>
<td align="left">65.3</td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t001fn001"><p>N.S: not significant.</p></fn>
<fn id="t001fn002"><p>EPDS, Edinburgh Postnatal Depression Scale Japanese version; BMI, Body Mass Index; PMDD, premenstrual dysphoric disorder; PMS, premenstrual syndrome.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec009">
<title>Descriptive statistics for each scale</title>
<p><xref ref-type="table" rid="pone.0315628.t001">Table 1</xref> presents the descriptive statistics for each scale. The EPDS had a mean score of 7.0 (standard deviation 5.1) and a median score of 6 (range 0–23), with 65 (30.7%) and 147 (69.3%) in the positive (≥ 9 points) and negative (&lt; 9 points) groups, respectively (<xref ref-type="table" rid="pone.0315628.t001">Table 1</xref>). Consequently, the proportion of positives suspected of pregnancy-related depression was 30.7%.</p>
<p>For the PMDD rating scale, 24 (11.3%), 66 (31.1%), and 122 (57.6%) were in the PMDD, PMS, and non-interference groups, respectively (<xref ref-type="table" rid="pone.0315628.t001">Table 1</xref>).</p>
</sec>
<sec id="sec010">
<title>EPDS scores based on participants’ attributes</title>
<p>EPDS scores and EPDS (positive and negative groups) based on attributes are listed in <xref ref-type="table" rid="pone.0315628.t001">Table 1</xref>. Significant differences between the positive and negative EPDS groups were observed for the following: “presence of a history of psychiatric disorders,” “sleep quality (good, bad),” and “PMDD scale” (p &lt; 0.05) (<xref ref-type="table" rid="pone.0315628.t001">Table 1</xref>).</p>
<sec id="sec011">
<title>Association of a history of PMS or PMDD on the EPDS</title>
<p><xref ref-type="table" rid="pone.0315628.t002">Table 2</xref> shows the effect of a history of PMS or PMDD on the EPDS (positive and negative groups). Therefore, to identify factors significantly associated with antenatal depression, a forced entry binomial logistic regression analysis was performed with EPDS (positive and negative groups) as the dependent variable and each factor below the 25% significance level in the above χ<sup>2</sup> test as the independent variable. The results showed that the following factors were significantly associated with positive EPDS: “having” a history of mental illness (odds ratio [OR]: 5.05, 95% confidence interval [CI]: 1.35–18.88), “poor” sleep quality (OR: 3.39, 95% CI: 1.63–7.07), “PMDD” on the PMDD scale (OR: 3.54, 95% CI: 1.26–9.93), and “PMS” on the PMDD scale (OR: 2.31, 95% CI: 1.10–4.87). Post hoc power calculations indicated that the study sample size yielded &gt; 80% power for the primary outcomes.</p>
<table-wrap id="pone.0315628.t002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0315628.t002</object-id>
<label>Table 2</label> <caption><title>Effect of a history of PMS/PMDD on EPDS.</title></caption>
<alternatives>
<graphic id="pone.0315628.t002g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0315628.t002" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left" rowspan="2">PMDD scale</th>
<th align="left" rowspan="2">n</th>
<th align="left" colspan="2">EPDS positive (&gt;9 points)</th>
<th align="left" colspan="3">Multivariable model<xref ref-type="table-fn" rid="t002fn001"><sup>*</sup></xref></th>
</tr>
<tr>
<th align="left">n</th>
<th align="left">%</th>
<th align="left">OR</th>
<th align="left">95%CI</th>
<th align="left">P -value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Non-interference</td>
<td align="left">122</td>
<td align="left">26</td>
<td align="left">21.3</td>
<td align="left">Reference</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">PMS</td>
<td align="left">66</td>
<td align="left">26</td>
<td align="left">39.3</td>
<td align="left">2.31</td>
<td align="left">[1.10–4.87]</td>
<td align="left"><bold>0.03</bold></td>
</tr>
<tr>
<td align="left">PMDD</td>
<td align="left">24</td>
<td align="left">13</td>
<td align="left">54.2</td>
<td align="left">3.54</td>
<td align="left">[1.26–9.93]</td>
<td align="left"><bold>0.02</bold></td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t002fn001"><p><sup>*</sup>Logistic regression analysis.</p></fn>
<fn id="t002fn002"><p>BMI at non-pregnancy, employment status, history of childbirth, history of gynecological disorder, history of psychiatric disorder, living with a partner, and sleep quality were entered as covariates.</p></fn>
<fn id="t002fn003"><p>OR, odds ratio; CI, confidence interval.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
</sec>
<sec id="sec012" sec-type="conclusions">
<title>Discussion</title>
<p>The results of this study indicate a significant association between PMS and PMDD and antenatal depression.</p>
<p>Pataky et al. [<xref ref-type="bibr" rid="pone.0315628.ref018">18</xref>] reported that a history of PMS or PMDD approximately triples the risk of depression during late pregnancy (32–42 weeks), and the present study showed a similar OR of 2.31 for PMS and 3.54 for PMDD, with a different association from that in early pregnancy. This suggests a need for earlier intervention. Regarding postpartum depression, Cao et al. [<xref ref-type="bibr" rid="pone.0315628.ref011">11</xref>] found that changes in estrogen and progesterone can cause depressive symptoms, and women sensitive to hormonal fluctuations may develop both PMS or PMDD and postpartum depression, as the sudden drop in hormone levels occurs during the luteal phase and after birth. Yang et al. reported that using the Swedish nationwide registers, a bidirectional association was observed between premenstrual disorders and pre- and postpartum depression. These findings suggest that a history of premenstrual disorders influences susceptibility to postpartum depression and vice versa, supporting a common etiology for both disorders [<xref ref-type="bibr" rid="pone.0315628.ref028">28</xref>]. The decline during pregnancy is less rapid than in the postpartum period; however, a study by Fan et al. [<xref ref-type="bibr" rid="pone.0315628.ref007">7</xref>] investigating the association between sex hormones and psychological distress during pregnancy reported that estrogen and progesterone blood levels were negatively correlated with the development of depression.</p>
<p>Furthermore, lower serum allopregnanolone levels were associated with the development of depressive symptoms during late pregnancy (37–40 weeks age of gestation) [<xref ref-type="bibr" rid="pone.0315628.ref029">29</xref>]. Allopregnanolone has sedative and anxiolytic effects and has also been negatively associated with the development of PMS or PMDD and postpartum depression [<xref ref-type="bibr" rid="pone.0315628.ref012">12</xref>, <xref ref-type="bibr" rid="pone.0315628.ref013">13</xref>]. A history of PMS or PMDD may affect sex hormone levels during pregnancy, resulting in depressive symptoms; however, these levels were not measured in the present study. Thus, the association between sex hormone levels in patients with PMS or PMDD during pregnancy and depression should be investigated in the future.</p>
<p>Evidence suggests that interventions targeting antenatal depression risk can prevent postnatal depression and improve pregnancy outcomes [<xref ref-type="bibr" rid="pone.0315628.ref019">19</xref>]. This observation is supported by a systematic review and meta-analysis [<xref ref-type="bibr" rid="pone.0315628.ref030">30</xref>]. Therefore, the early identification of prenatal depression can mitigate its incidence and associated pregnancy outcomes, underscoring the importance of routine screening, diagnosis, and timely treatment during pregnancy [<xref ref-type="bibr" rid="pone.0315628.ref031">31</xref>]. However, failure to address antenatal depression promptly may escalate into postpartum depression [<xref ref-type="bibr" rid="pone.0315628.ref032">32</xref>]. Therefore, early identification of at-risk cases during pregnancy is crucial for safeguarding mothers from postpartum depression. Furthermore, it has been reported that PMS history also affects mother-infant bonding [<xref ref-type="bibr" rid="pone.0315628.ref033">33</xref>]. Thus, the results of this study may help identify at-risk cases.</p>
<p>This study has some limitations. First, this study used the results of the EPDS to assess risk factors for antenatal depression; however, the EPDS is a screening test for perinatal depression and is not used for the final diagnosis of perinatal depression. Second, there may have been a selection bias and issues with data reliability due to the web-based nature of the survey. For example, there may have been an information bias, such as recall bias, because the survey was self-administered and included questions about past information. Third, PMDD and PMS were assessed using questionnaires rather than being diagnosed through interviews. Finally, this was a cross-sectional study, and future longitudinal studies are necessary.</p>
<p>In conclusion, we found that having PMDD or PMS was significantly associated with maternal antenatal depression. Our findings suggest that screening for a history of PMS or PMDD during early antenatal interviews by healthcare providers, including sexual and reproductive health practitioners, may be useful in identifying patients for mental health care services to prevent perinatal depression during early pregnancy.</p>
</sec>
<sec id="sec013" sec-type="supplementary-material">
<title>Supporting information</title>
<supplementary-material id="pone.0315628.s001" mimetype="application/pdf" position="float" xlink:href="info:doi/10.1371/journal.pone.0315628.s001" xlink:type="simple">
<label>S1 File</label>
<caption>
<title/>
<p>(PDF)</p>
</caption>
</supplementary-material>
</sec>
</body>
<back>
<ack>
<p>We would like to express our gratitude to all the participants of this study and all individuals involved in the data collection.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="pone.0315628.ref001"><label>1</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Räisänen</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Lehto</surname> <given-names>SM</given-names></name>, <name name-style="western"><surname>Nielsen</surname> <given-names>HS</given-names></name>, <name name-style="western"><surname>Gissler</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Kramer</surname> <given-names>MR</given-names></name>, <name name-style="western"><surname>Heinonen</surname> <given-names>S</given-names></name>. <article-title>Risk factors for and perinatal outcomes of major depression during pregnancy: a population-based analysis during 2002–2010 in Finland</article-title>. <source>BMJ Open</source>. <year>2014</year>;<volume>4</volume>: <fpage>e004883</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1136/bmjopen-2014-004883" xlink:type="simple">10.1136/bmjopen-2014-004883</ext-link></comment> <object-id pub-id-type="pmid">25398675</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref002"><label>2</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Jarde</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Morais</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Kingston</surname> <given-names>D</given-names></name>, <name name-style="western"><surname>Giallo</surname> <given-names>R</given-names></name>, <name name-style="western"><surname>MacQueen</surname> <given-names>GM</given-names></name>, <name name-style="western"><surname>Giglia</surname> <given-names>L</given-names></name>, <etal>et al</etal>. <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>–<lpage>837</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1001/jamapsychiatry.2016.0934" xlink:type="simple">10.1001/jamapsychiatry.2016.0934</ext-link></comment> <object-id pub-id-type="pmid">27276520</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref003"><label>3</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Sugishita</surname> <given-names>K</given-names></name>, <name name-style="western"><surname>Kamibeppu</surname> <given-names>K</given-names></name>. <article-title>Relationship between prepartum and postpartum depression to use EPDS</article-title>. <source>Japanese Journal of Maternal Health</source>. <year>2013</year>;<volume>53</volume>: <fpage>444</fpage>–<lpage>450</lpage>.</mixed-citation></ref>
<ref id="pone.0315628.ref004"><label>4</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Luciano</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Di Vincenzo</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Brandi</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Tretola</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Toricco</surname> <given-names>R</given-names></name>, <name name-style="western"><surname>Perris</surname> <given-names>F</given-names></name>, <etal>et al</etal>. <article-title>Does antenatal depression predict post-partum depression and obstetric complications? Results from a longitudinal, long-term, real-world study</article-title>. <source>Front Psychiatry</source>. <year>2022</year>;<volume>13</volume>: <fpage>1082762</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyt.2022.1082762" xlink:type="simple">10.3389/fpsyt.2022.1082762</ext-link></comment> <object-id pub-id-type="pmid">36590632</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref005"><label>5</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Kitamura</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Yoshida</surname> <given-names>K</given-names></name>, <name name-style="western"><surname>Okano</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Kinoshita</surname> <given-names>K</given-names></name>, <name name-style="western"><surname>Hayashi</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Toyoda</surname> <given-names>N</given-names></name>, <etal>et al</etal>. <article-title>Multicentre prospective study of perinatal depression in Japan: incidence and correlates of antenatal and postnatal depression</article-title>. <source>Arch Womens Ment Health</source>. <year>2006</year>;<volume>9</volume>: <fpage>121</fpage>–<lpage>130</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s00737-006-0122-3" xlink:type="simple">10.1007/s00737-006-0122-3</ext-link></comment> <object-id pub-id-type="pmid">16547826</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref006"><label>6</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Tokumitsu</surname> <given-names>K</given-names></name>, <name name-style="western"><surname>Sugawara</surname> <given-names>N</given-names></name>, <name name-style="western"><surname>Maruo</surname> <given-names>K</given-names></name>, <name name-style="western"><surname>Suzuki</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Shimoda</surname> <given-names>K</given-names></name>, <name name-style="western"><surname>Yasui-Furukori</surname> <given-names>N</given-names></name>. <article-title>Prevalence of perinatal depression among Japanese women: a meta-analysis</article-title>. <source>Ann Gen Psychiatry</source>. <year>2020</year>;<volume>19</volume>: <fpage>1</fpage>–<lpage>8</lpage>.</mixed-citation></ref>
<ref id="pone.0315628.ref007"><label>7</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Fan</surname> <given-names>F</given-names></name>, <name name-style="western"><surname>Zou</surname> <given-names>Y</given-names></name>, <name name-style="western"><surname>Ma</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Yue</surname> <given-names>Y</given-names></name>, <name name-style="western"><surname>Mao</surname> <given-names>W</given-names></name>, <name name-style="western"><surname>Ma</surname> <given-names>X</given-names></name>. <article-title>Hormonal changes and somatopsychologic manifestations in the first trimester of pregnancy and post partum</article-title>. <source>Int J Gynecol Obstet</source>. <year>2009</year>;<volume>105</volume>: <fpage>46</fpage>–<lpage>49</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ijgo.2008.12.001" xlink:type="simple">10.1016/j.ijgo.2008.12.001</ext-link></comment> <object-id pub-id-type="pmid">19185297</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref008"><label>8</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Tiranini</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Nappi</surname> <given-names>RE</given-names></name>. <article-title>Recent advances in understanding/management of premenstrual dysphoric disorder/premenstrual syndrome</article-title>. <source>Fac Rev</source>. <year>2022</year>;<volume>11</volume>: <fpage>11</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.12703/r/11-11" xlink:type="simple">10.12703/r/11-11</ext-link></comment> <object-id pub-id-type="pmid">35574174</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref009"><label>9</label><mixed-citation publication-type="book" xlink:type="simple"><collab>World Health Organization</collab>. <source>International Statistical Classification of Diseases and related health problems: Alphabetical index</source>. <publisher-name>World Health Organization</publisher-name>; <year>2004</year>.</mixed-citation></ref>
<ref id="pone.0315628.ref010"><label>10</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>APA</surname> <given-names>AP</given-names></name>. <source>Diagnostic and statistical manual of mental disorders</source>. <collab>The American Psychiatric Association</collab>; <year>2013</year>.</mixed-citation></ref>
<ref id="pone.0315628.ref011"><label>11</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Cao</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Jones</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Tooth</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Mishra</surname> <given-names>G</given-names></name>. <article-title>Does premenstrual syndrome before pregnancy increase the risk of postpartum depression? Findings from the Australian Longitudinal Study on Women’s Health</article-title>. <source>J Affect Disord</source>. <year>2021</year>;<volume>279</volume>: <fpage>143</fpage>–<lpage>148</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jad.2020.09.130" xlink:type="simple">10.1016/j.jad.2020.09.130</ext-link></comment> <object-id pub-id-type="pmid">33049432</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref012"><label>12</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>McEvoy</surname> <given-names>K</given-names></name>, <name name-style="western"><surname>Osborne</surname> <given-names>LM</given-names></name>. <article-title>Allopregnanolone and reproductive psychiatry: an overview</article-title>. <source>Int Rev Psychiatry</source>. <year>2019</year>;<volume>31</volume>: <fpage>237</fpage>–<lpage>244</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/09540261.2018.1553775" xlink:type="simple">10.1080/09540261.2018.1553775</ext-link></comment> <object-id pub-id-type="pmid">30701996</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref013"><label>13</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Pinna</surname> <given-names>G</given-names></name>, <name name-style="western"><surname>Almeida</surname> <given-names>FB</given-names></name>, <name name-style="western"><surname>Davis</surname> <given-names>JM</given-names></name>. <article-title>Allopregnanolone in postpartum depression</article-title>. <source>Front Glob Women’s Health</source>. <year>2022</year>;<volume>3</volume>: <fpage>823616</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgwh.2022.823616" xlink:type="simple">10.3389/fgwh.2022.823616</ext-link></comment> <object-id pub-id-type="pmid">35558166</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref014"><label>14</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Monteleone</surname> <given-names>P</given-names></name>, <name name-style="western"><surname>Luisi</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Tonetti</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Bernardi</surname> <given-names>F</given-names></name>, <name name-style="western"><surname>Genazzani</surname> <given-names>AD</given-names></name>, <name name-style="western"><surname>Luisi</surname> <given-names>M</given-names></name>, <etal>et al</etal>. <article-title>Allopregnanolone concentrations and premenstrual syndrome</article-title>. <source>Eur J Endocrinol</source>. <year>2000</year>;<volume>142</volume>: <fpage>269</fpage>–<lpage>273</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1530/eje.0.1420269" xlink:type="simple">10.1530/eje.0.1420269</ext-link></comment> <object-id pub-id-type="pmid">10700721</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref015"><label>15</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Bičíková</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Dibbelt</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Hiill</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Hampl</surname> <given-names>R</given-names></name>, <name name-style="western"><surname>Starka</surname> <given-names>L</given-names></name>. <article-title>Allopregnanolone in women with premenstrual syndrome</article-title>. <source>Horm Metab Res</source>. <year>1998</year>;<volume>30</volume>: <fpage>227</fpage>–<lpage>229</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1055/s-2007-978871" xlink:type="simple">10.1055/s-2007-978871</ext-link></comment> <object-id pub-id-type="pmid">9623639</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref016"><label>16</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Gastaldon</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Solmi</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Correll</surname> <given-names>CU</given-names></name>, <name name-style="western"><surname>Barbui</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Schoretsanitis</surname> <given-names>G</given-names></name>. <article-title>Risk factors of postpartum depression and depressive symptoms: umbrella review of current evidence from systematic reviews and meta-analyses of observational studies</article-title>. <source>Br Psychiatry</source>. <year>2022</year>;<volume>1</volume>: <fpage>1</fpage>–<lpage>2</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1192/bjp.2021.222" xlink:type="simple">10.1192/bjp.2021.222</ext-link></comment> <object-id pub-id-type="pmid">35081993</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref017"><label>17</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Sylvén</surname> <given-names>SM</given-names></name>, <name name-style="western"><surname>Ekselius</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Sundström‐Poromaa</surname> <given-names>I</given-names></name>, <name name-style="western"><surname>Skalkidou</surname> <given-names>A</given-names></name>. <article-title>Premenstrual syndrome and dysphoric disorder as risk factors for postpartum depression</article-title>. <source>Acta Obstet Gynecol Scand</source>. <year>2013</year>;<volume>92</volume>: <fpage>178</fpage>–<lpage>184</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/aogs.12041" xlink:type="simple">10.1111/aogs.12041</ext-link></comment> <object-id pub-id-type="pmid">23157487</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref018"><label>18</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Pataky</surname> <given-names>EA</given-names></name>, <name name-style="western"><surname>Ehlert</surname> <given-names>U</given-names></name>. <article-title>Longitudinal assessment of symptoms of postpartum mood disorder in women with and without a history of depression</article-title>. <source>Arch Womens Ment Health</source>. <year>2020</year>;<volume>23</volume>: <fpage>391</fpage>–<lpage>399</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s00737-019-00990-4" xlink:type="simple">10.1007/s00737-019-00990-4</ext-link></comment> <object-id pub-id-type="pmid">31350668</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref019"><label>19</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Zhao</surname> <given-names>Y</given-names></name>, <name name-style="western"><surname>Munro-Kramer</surname> <given-names>ML</given-names></name>, <name name-style="western"><surname>Shi</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Wang</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Luo</surname> <given-names>J</given-names></name>. <article-title>A randomized controlled trial: effects of a prenatal depression intervention on perinatal outcomes among Chinese high-risk pregnant women with medically defined complications</article-title>. <source>Arch Womens Ment Health</source>. <year>2017</year>;<volume>20</volume>: <fpage>333</fpage>–<lpage>344</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s00737-016-0712-7" xlink:type="simple">10.1007/s00737-016-0712-7</ext-link></comment> <object-id pub-id-type="pmid">28058505</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref020"><label>20</label><mixed-citation publication-type="other" xlink:type="simple">Corporation Milcare. Service. <italic>Milcare</italic>. Available from: <ext-link ext-link-type="uri" xlink:href="http://www.milcare.co.jp/" xlink:type="simple">http://www.milcare.co.jp/</ext-link>.</mixed-citation></ref>
<ref id="pone.0315628.ref021"><label>21</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Lancaster</surname> <given-names>CA</given-names></name>, <name name-style="western"><surname>Gold</surname> <given-names>KJ</given-names></name>, <name name-style="western"><surname>Flynn</surname> <given-names>HA</given-names></name>, <name name-style="western"><surname>Yoo</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>Marcus</surname> <given-names>SM</given-names></name>, <name name-style="western"><surname>Davis</surname> <given-names>MM</given-names></name>. <article-title>Risk factors for depressive symptoms during pregnancy: a systematic review</article-title>. <source>Am J Obstet Gynecol</source>. <year>2010</year>;<volume>202</volume>: <fpage>5</fpage>–<lpage>14</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ajog.2009.09.007" xlink:type="simple">10.1016/j.ajog.2009.09.007</ext-link></comment> <object-id pub-id-type="pmid">20096252</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref022"><label>22</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Gao</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Hu</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Yang</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Ding</surname> <given-names>N</given-names></name>, <name name-style="western"><surname>Wei</surname> <given-names>X</given-names></name>, <name name-style="western"><surname>Li</surname> <given-names>L</given-names></name>, <etal>et al</etal>. <article-title>Association of sleep quality during pregnancy with stress and depression: a prospective birth cohort study in China</article-title>. <source>BMC Pregnancy Childbirth</source>. <year>2019</year>;<volume>19</volume>: <fpage>1</fpage>–<lpage>8</lpage>.</mixed-citation></ref>
<ref id="pone.0315628.ref023"><label>23</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Cox</surname> <given-names>JL</given-names></name>, <name name-style="western"><surname>Holden</surname> <given-names>JM</given-names></name>, <name name-style="western"><surname>Sagovsky</surname> <given-names>R</given-names></name>. <article-title>Detection of postnatal depression: development of the 10-item Edinburgh Postnatal Depression Scale</article-title>. <source>Br J Psychiatry</source>. <year>1987</year>;<volume>150</volume>: <fpage>782</fpage>–<lpage>786</lpage>.</mixed-citation></ref>
<ref id="pone.0315628.ref024"><label>24</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Okano</surname> <given-names>T</given-names></name>. <article-title>Validation and reliability of a Japanese version of the EPDS</article-title>. <source>Arch Psychiatr Diagn Clin Eval</source>. <year>1996</year>;<volume>7</volume>: <fpage>525</fpage>.</mixed-citation></ref>
<ref id="pone.0315628.ref025"><label>25</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Usuda</surname> <given-names>K</given-names></name>, <name name-style="western"><surname>Nishi</surname> <given-names>D</given-names></name>, <name name-style="western"><surname>Okazaki</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Makino</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Sano</surname> <given-names>Y</given-names></name>. <article-title>Optimal cut-off score of the Edinburgh Postnatal Depression Scale for major depressive episode during pregnancy in Japan</article-title>. <source>Psychiatry Clin Neurosci</source>. <year>2017</year>;<volume>71</volume>: <fpage>836</fpage>–<lpage>842</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/pcn.12562" xlink:type="simple">10.1111/pcn.12562</ext-link></comment> <object-id pub-id-type="pmid">28767198</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref026"><label>26</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Miyaoka</surname> <given-names>Y</given-names></name>, <name name-style="western"><surname>Akimoto</surname> <given-names>Y</given-names></name>, <name name-style="western"><surname>Kamo</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Ueda</surname> <given-names>K</given-names></name>. <article-title>The reliability and validity of the newly developed PMDD scale</article-title>. <source>J Jp Soc Psychosom Obstet Gynecol</source>. <year>2009</year>;<volume>14</volume>: <fpage>194</fpage>–<lpage>201</lpage>.</mixed-citation></ref>
<ref id="pone.0315628.ref027"><label>27</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Steiner</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Macdougall</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Brown</surname> <given-names>E</given-names></name>. <article-title>The premenstrual symptoms screening tool (PSST) for clinicians</article-title>. <source>Arch Womens Ment Health</source>. <year>2003</year>;<volume>6</volume>: <fpage>203</fpage>–<lpage>209</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s00737-003-0018-4" xlink:type="simple">10.1007/s00737-003-0018-4</ext-link></comment> <object-id pub-id-type="pmid">12920618</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref028"><label>28</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Yang</surname> <given-names>Q</given-names></name>, <name name-style="western"><surname>Bränn</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Bertone-Johnson</surname> <given-names>ER</given-names></name>, <name name-style="western"><surname>Sjölander</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Fang</surname> <given-names>F</given-names></name>, <name name-style="western"><surname>Oberg</surname> <given-names>AS</given-names></name>, <etal>et al</etal>. <article-title>The bidirectional association between premenstrual disorders and perinatal depression: A nationwide register-based study from Sweden</article-title>. <source>PLoS Med</source>. <year>2024</year>;<volume>21</volume>: <fpage>e1004363</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pmed.1004363" xlink:type="simple">10.1371/journal.pmed.1004363</ext-link></comment> <object-id pub-id-type="pmid">38547436</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref029"><label>29</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Hellgren</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Åkerud</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>Skalkidou</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Bäckström</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Sundström-Poromaa</surname> <given-names>I</given-names></name>. <article-title>Low serum allopregnanolone is associated with symptoms of depression in late pregnancy</article-title>. <source>Neuropsychobiology</source>. <year>2014</year>;<volume>69</volume>: <fpage>147</fpage>–<lpage>153</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1159/000358838" xlink:type="simple">10.1159/000358838</ext-link></comment> <object-id pub-id-type="pmid">24776841</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref030"><label>30</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Yasuma</surname> <given-names>N</given-names></name>, <name name-style="western"><surname>Narita</surname> <given-names>Z</given-names></name>, <name name-style="western"><surname>Sasaki</surname> <given-names>N</given-names></name>, <name name-style="western"><surname>Obikane</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Sekiya</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Inagawa</surname> <given-names>T</given-names></name>, <etal>et al</etal>. <article-title>Antenatal psychological intervention for universal prevention of antenatal and postnatal depression: a systematic review and meta-analysis</article-title>. <source>J Affect Disord</source>. <year>2020</year>;<volume>273</volume>: <fpage>231</fpage>–<lpage>239</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jad.2020.04.063" xlink:type="simple">10.1016/j.jad.2020.04.063</ext-link></comment> <object-id pub-id-type="pmid">32421608</object-id></mixed-citation></ref>
<ref id="pone.0315628.ref031"><label>31</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Joshi</surname> <given-names>U</given-names></name>, <name name-style="western"><surname>Lyngdoh</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Shidhaye</surname> <given-names>R</given-names></name>. <article-title>A cross-sectional study on ante-natal depression in a tertiary health care hospital in Navi Mumbai</article-title>. <source>Int J Community Med Public Health</source>. <year>2020</year>;<volume>7</volume>: <fpage>599</fpage>.</mixed-citation></ref>
<ref id="pone.0315628.ref032"><label>32</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Sheeba</surname> <given-names>B</given-names></name>, <name name-style="western"><surname>Nath</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Metgud</surname> <given-names>CS</given-names></name>, <name name-style="western"><surname>Krishna</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Venkatesh</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Vindhya</surname> <given-names>J</given-names></name>, <etal>et al</etal>. <article-title>Prenatal depression and its associated risk factors among pregnant women in Bangalore: a hospital-based prevalence study</article-title>. <source>Front Public Health</source>. <year>2019</year>;<volume>7</volume>: <fpage>1</fpage>–<lpage>9</lpage>.</mixed-citation></ref>
<ref id="pone.0315628.ref033"><label>33</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Yücesoy</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>Erbil</surname> <given-names>N</given-names></name>. <article-title>Relationship of premenstrual syndrome with postpartum depression and mother–infant bonding</article-title>. <source>Perspect Psychiatr Care</source>. <year>2022</year>;<volume>58</volume>: <fpage>1112</fpage>–<lpage>1120</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/ppc.12909" xlink:type="simple">10.1111/ppc.12909</ext-link></comment> <object-id pub-id-type="pmid">34231233</object-id></mixed-citation></ref>
</ref-list>
</back>
</article>