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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">ojog</journal-id>
      <journal-title-group>
        <journal-title>Open Journal of Obstetrics and Gynecology</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2160-8806</issn>
      <issn pub-type="ppub">2160-8792</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/ojog.2026.162029</article-id>
      <article-id pub-id-type="publisher-id">ojog-149395</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Medicine</subject>
          <subject>Healthcare</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Prevalence, Pathogenic Profile, and Risk Factors of Pelvic Inflammatory Disease at a Referral Hospital in Sub-Saharan Africa: A Case-Control Study</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Njamen</surname>
            <given-names>Théophile Nana</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Tchounzou</surname>
            <given-names>Robert</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Ngalame</surname>
            <given-names>Alphonse</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Nkwele</surname>
            <given-names>Fulbert Mangala</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Kobenge</surname>
            <given-names>Fidelia Mbi</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Mounchili</surname>
            <given-names>Ayiagnigni</given-names>
          </name>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Eyong</surname>
            <given-names>Isaac Mboh</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Wambo</surname>
            <given-names>Andre Gaetan Simo</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Neng</surname>
            <given-names>Humphry Tatah</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Nzometia</surname>
            <given-names>Crysantus Yimlefac</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Njamen</surname>
            <given-names>Cedric J. Nana</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Tchente</surname>
            <given-names>Charlotte Nguefack</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Mboudou</surname>
            <given-names>Emile</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Ekane</surname>
            <given-names>Gregory Halle</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Egbe</surname>
            <given-names>Thomas Obinchemti</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Essome</surname>
            <given-names>Henri</given-names>
          </name>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Department of Obstetrics and Gynecology, Douala General Hospital, Douala, Cameroon </aff>
      <aff id="aff2"><label>2</label> Department of Obstetrics and Gynecology, Faculty of Health Sciences, University of Buea, Buea, Cameroon </aff>
      <aff id="aff3"><label>3</label> Department of Obstetrics and Gynecology, Gyneco-Obstetric and Pediatric Hospital of Douala, Douala, Cameroon </aff>
      <aff id="aff4"><label>4</label> Department of Surgery and Specialties, Faculty of Medicine and Pharmaceutical Sciences, University of Douala, Douala, Cameroon </aff>
      <author-notes>
        <fn fn-type="conflict" id="fn-conflict">
          <p>Authors declare no competing interests</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub">
        <day>02</day>
        <month>02</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>02</month>
        <year>2026</year>
      </pub-date>
      <volume>16</volume>
      <issue>02</issue>
      <fpage>283</fpage>
      <lpage>296</lpage>
      <history>
        <date date-type="received">
          <day>15</day>
          <month>11</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>01</day>
          <month>02</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>04</day>
          <month>02</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© 2026 by the authors and Scientific Research Publishing Inc.</copyright-statement>
        <copyright-year>2026</copyright-year>
        <license license-type="open-access">
          <license-p> This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link> ). </license-p>
        </license>
      </permissions>
      <self-uri content-type="doi" xlink:href="https://doi.org/10.4236/ojog.2026.162029">https://doi.org/10.4236/ojog.2026.162029</self-uri>
      <abstract>
        <p><bold>Background:</bold> Pelvic Inflammatory Disease (PID) remains a significant public health issue in low-resource settings due to its adverse effects on female reproductive health. This study aimed to determine the prevalence, microbial profile, and associated risk factors of PID at the Douala General Hospital in Cameroon. <bold>Methods:</bold> A retrospective case-control study was conducted over a 10-year period (January 2013-December 2023) at the Douala General Hospital. Sexually active women aged 15 - 50 diagnosed with PID were included as cases, and healthy pregnant women served as controls (1:2 ratio). Data were analyzed using SPSS version 24.0. Logistic regression was used to identify risk factors, and adjusted odds ratios (AORs) with 95% confidence intervals (CI) were calculated. Statistical significance was set at p &lt; 0.05. <bold>Results:</bold> A total of 257 PID cases and 514 controls were analyzed. The mean age was 31.6 ± 7.7 years, with the 25 - 30 age group most affected. The prevalence of PID was 11.93%. The leading pathogens were <italic>Chlamydia trachomatis</italic> (33.9%), <italic>Ureaplasma</italic><italic>urealyticum</italic> (24%), and <italic>Mycoplasma hominis</italic> (22.88%), with all cases showing polymicrobial infections. Significant risk factors included age 35 - 40 years (AOR = 1.74), being single (AOR = 2.62), secondary education (AOR = 1.84), being a housewife (AOR = 2.46), history of intrauterine procedures (AOR = 2.68), history of STDs (AOR = 18.87), having ≥2 sexual partners (AOR = 8.67), early sexual debut (&lt;20 years: AOR = 4.67), use of the calendar method (AOR = 2.85), intrauterine device (AOR = 10.05), and contraceptive implants (AOR = 12.17) (all p &lt; 0.05). <bold>Conclusion:</bold> PID prevalence was 11.93%, with polymicrobial infections dominated by <italic>C. trachomatis</italic>, <italic>U.</italic><italic>urealyticum</italic>, and <italic>M. hominis</italic>. Identified behavioral and reproductive risk factors highlight the need for targeted prevention strategies and the use of multiplex PCR testing for early diagnosis and management.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Pelvic Inflammatory Disease</kwd>
        <kwd>Prevalence</kwd>
        <kwd>Pathogens</kwd>
        <kwd>Risk Factors</kwd>
        <kwd>Douala General Hospital</kwd>
        <kwd>Cameroon</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Pelvic Inflammatory Disease (PID) is an infection of the upper female genital tract that includes a range of clinical conditions such as endometritis, salpingitis, oophoritis, pelvic peritonitis, parametritis, and tubo-ovarian abscesses [<xref ref-type="bibr" rid="B1">1</xref>]-[<xref ref-type="bibr" rid="B3">3</xref>]. In low- and middle-income countries (LMICs), PID represents a major public health concern due to its long-term sequelae, including chronic pelvic pain, ectopic pregnancy, and tubal factor infertility—all of which significantly compromise women’s reproductive health and quality of life [<xref ref-type="bibr" rid="B4">4</xref>]-[<xref ref-type="bibr" rid="B7">7</xref>].</p>
      <p>The etiology of PID is primarily polymicrobial, and the disease is most frequently associated with sexually transmitted infections (STIs), notably <italic>Chlamydia trachomatis</italic>, <italic>Neisseria gonorrhoeae</italic>, and genital mycoplasmas [<xref ref-type="bibr" rid="B8">8</xref>]-[<xref ref-type="bibr" rid="B10">10</xref>]. However, ascending infections caused by organisms from the gastrointestinal or oropharyngeal microbiota—such as enterobacteria, <italic>Staphylococcus</italic> spp., and <italic>Streptococcus</italic> spp.—are also increasingly implicated in both acute and subclinical cases [<xref ref-type="bibr" rid="B8">8</xref>][<xref ref-type="bibr" rid="B10">10</xref>][<xref ref-type="bibr" rid="B11">11</xref>].</p>
      <p>The global incidence of PID is estimated to range between 0.28% and 1.67% [<xref ref-type="bibr" rid="B12">12</xref>]. In high-income countries such as the United States, the prevalence is approximately 4.4%, with identified risk factors including vaginal douching, multiple sexual partners, and untreated STIs [<xref ref-type="bibr" rid="B13">13</xref>]. Additional well-established risk factors include early sexual debut, low socioeconomic status, limited educational attainment, and sexual intercourse during menstruation. Reported prevalence in Asia varies considerably, reaching 24% in India and 8% in Pakistan [<xref ref-type="bibr" rid="B14">14</xref>].</p>
      <p>In sub-Saharan Africa, the true burden of PID remains poorly defined due to underreporting, diagnostic challenges, and the limited availability of advanced microbiological testing [<xref ref-type="bibr" rid="B15">15</xref>]. For instance, a Nigerian study by Howells <italic>et al.</italic> reported a PID prevalence of 5.7%, identifying nulliparity as a primary risk factor [<xref ref-type="bibr" rid="B16">16</xref>]. The paucity of region-specific data—combined with the common occurrence of subclinical presentations—complicates clinical suspicion and timely diagnosis.</p>
      <p>In the Cameroonian context, data on PID are scarce, and the diagnostic landscape is constrained by limited access to molecular testing. In particular, the underuse of nucleic acid amplification tests (NAATs), such as Polymerase Chain Reaction (PCR), for pathogens like <italic>C. trachomatis</italic>, <italic>Mycoplasma hominis</italic>, and <italic>Ureaplasma</italic><italic>urealyticum</italic> contributes to diagnostic underestimation [<xref ref-type="bibr" rid="B17">17</xref>].</p>
      <p>This study aims to bridge existing knowledge gaps by determining the prevalence, microbial profile, and risk factors associated with PID at a major referral hospital in Cameroon. Findings from this investigation are expected to inform local prevention strategies, guide early intervention, and support the integration of molecular diagnostic tools in routine clinical practice.</p>
    </sec>
    <sec id="sec2">
      <title>2. Methods</title>
      <p><bold>Study Design and Setting</bold></p>
      <p>This was a retrospective case-control study conducted in the Gynecology-Obstetrics Department of the General Hospital of Douala (GHD), a tertiary referral and teaching facility located in Douala, the economic capital of Cameroon. The hospital is equipped with advanced diagnostic infrastructure, including modern microbiology and imaging units, making it suitable for the management of complex gynecological conditions such as Pelvic Inflammatory Disease (PID).</p>
      <p>The Gynecology-Obstetrics Department consists of eight outpatient consultation rooms, an operating theatre, inpatient wards, and a maternity unit. Outpatient consultations are conducted by eight board-certified gynecologists. The microbiology laboratory is staffed by four medical biologists and supported by trained laboratory technicians and includes a bacteriology section equipped for routine cultures and some molecular diagnostics.</p>
      <p><bold>Study Period</bold></p>
      <p>Data collection was carried out over a 9-month period from October 1, 2022, to July 30, 2023. However, the patient data reviewed spanned a 10-year period, from January 1, 2013, to December 31, 2022.</p>
      <p><bold>Study Population and Sampling</bold></p>
      <p>The study population included the medical records of all women aged 15 to 50 years who consulted in the Gynecology-Obstetrics Department during the study period.</p>
      <p>Two groups were defined:</p>
      <p>Cases: Records of women diagnosed with PID based on the Centers for Disease Control and Prevention (CDC) clinical diagnostic criteria [<xref ref-type="bibr" rid="B2">2</xref>]. These include lower abdominal tenderness, adnexal tenderness, and cervical motion tenderness, with or without additional criteria such as fever, abnormal discharge, or laboratory findings.Controls: Records of healthy pregnant women seen during the same period, with no history or clinical suspicion of PID, STIs, or gynecologic infections.</p>
      <p>Cases and controls were selected using a 1:2 matching ratio, with matching based only on:</p>
      <p>Obstetric and gynecological history.</p>
      <p><bold>Inclusion and Exclusion Criteria</bold></p>
      <p>Only records with complete data on at least 95% of variables of interest were included.Records were excluded if PID diagnosis did not meet CDC criteria or if more than 5% of required information was missing.</p>
      <p><bold>Data Collection and Quality Control</bold></p>
      <p>Data were manually abstracted from archived patient records using a structured, pre-tested data extraction form. To ensure data reliability:</p>
      <p>A team of two trained data abstractors conducted the review independently.A third investigator resolved any discrepancies.Inter-rater reliability was assessed on a sample of 30 records (Cohen’s kappa = 0.89).Data abstraction was cross-checked against laboratory and imaging reports where available.</p>
      <p><bold>Data Entry and Statistical Analysis</bold></p>
      <p>Data were entered into SPSS version 24.0 (IBM Corp., Armonk, NY) after double-entry validation. Descriptive statistics were used to summarize variables. Categorical variables were reported as frequencies and percentages, and compared using the chi-square or Fisher’s exact test as appropriate. Continuous variables were expressed as means with standard deviations (SD), and compared using Student’s t-test.</p>
      <p>To identify factors associated with PID, univariate logistic regression was first conducted. Variables with p &lt; 0.20 in univariate analysis were entered into a multivariate logistic regression model, and adjusted odds ratios (AORs) with 95% confidence intervals (CIs) were reported. A p-value &lt; 0.05 was considered statistically significant.</p>
      <p><bold>Ethical Considerations</bold></p>
      <p>Ethical approval was obtained from the Institutional Ethics Committee of the General Hospital of Douala. Since this was a retrospective study using anonymized records, informed consent was waived.</p>
    </sec>
    <sec id="sec3">
      <title>3. Results</title>
      <p><bold>Study Population and Prevalence of Pelvic Inflammatory Disease</bold></p>
      <p>Between 2013 and 2023, a total of 2154 women presented for gynecological consultation. Among these, 257 were diagnosed with pelvic inflammatory disease (PID), corresponding to a prevalence of 11.93%. A case-control analysis was conducted on 771 patient files—comprising 257 cases (PID) and 514 controls (pregnant women)—selected using a 1:2 case-to-control ratio.</p>
      <p><bold>Sociodemographic Characteristics</bold></p>
      <p><bold>Table 1</bold> summarizes participants’ sociodemographic characteristics. The overall age range was 15 - 50 years, with similar mean ages in the two groups (cases: 31.03 ± 7.36 years; controls: 30.73 ± 7.18 years). The most represented age group among cases was 25 - 29 years (26.85%), whereas among controls it was 30 - 34 years (28.79%). On univariate analysis, women aged 30 - 34 years were significantly less likely to have PID (OR: 0.59, 95% CI: 0.41 - 0.85; p = 0.005), while those aged 35 - 39 years showed higher odds (OR: 1.49, 95% CI: 1.00 - 2.21; p = 0.04).</p>
      <p>Marital status was strongly associated with PID. Being single increased the likelihood of PID (OR: 2.10, 95% CI: 1.54 - 2.85; p &lt; 0.001), while being married or cohabiting was protective (OR: 0.48, 95% CI: 0.36 - 0.66; p &lt; 0.001). Widowhood was not significantly associated with PID.</p>
      <p>Education level also showed significant associations. Women with secondary education had higher odds of PID (OR: 2.14, 95% CI: 1.52 - 3.01; p &lt; 0.001), whereas higher education was not significantly associated with PID.</p>
      <p>Regarding occupation, being a housewife was associated with increased PID risk (OR: 1.82, 95% CI: 1.27 - 2.59; p = 0.0008). Employment in the formal sector showed no significant association, while working in the informal sector appeared protective (OR: 0.41, 95% CI: 0.24 - 0.69; p = 0.0007).</p>
      <p>Although not statistically significant, a trend was observed regarding religion; Christians were more represented among cases than Muslims (95.33% vs. 4.67%; p = 0.06).</p>
      <p><bold>Table 1.</bold> Univariate analysis of sociodemographic characteristics.</p>
      <table-wrap id="tbl1">
        <label>Table 1</label>
        <table>
          <tbody>
            <tr>
              <td>Variable</td>
              <td>Cases (n = 257) (%)</td>
              <td>Controls (n = 514) (%)</td>
              <td>OR (95% CI)</td>
              <td>p-value</td>
            </tr>
            <tr>
              <td>Age group (years)</td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>15 - 19</td>
              <td>11 (4.28%)</td>
              <td>38 (7.39%)</td>
              <td>0.56 (0.28 - 1.11)</td>
              <td>0.09</td>
            </tr>
            <tr>
              <td>20 - 24</td>
              <td>32 (12.45%)</td>
              <td>59 (11.48%)</td>
              <td>1.09 (0.70 - 1.73)</td>
              <td>0.69</td>
            </tr>
            <tr>
              <td>25 - 29</td>
              <td>69 (26.85%)</td>
              <td>133 (25.88%)</td>
              <td>1.05 (0.74 - 1.47)</td>
              <td>0.77</td>
            </tr>
            <tr>
              <td>30 - 34</td>
              <td>50 (19.46%)</td>
              <td>148 (28.79%)</td>
              <td>0.59 (0.41 - 0.85)</td>
              <td>
                <bold>0.005</bold>
              </td>
            </tr>
            <tr>
              <td>35 - 39</td>
              <td>51 (19.84%)</td>
              <td>73 (14.20%)</td>
              <td>1.49 (1.00 - 2.21)</td>
              <td>
                <bold>0.04</bold>
              </td>
            </tr>
            <tr>
              <td>40 - 44</td>
              <td>29 (11.28%)</td>
              <td>41 (7.98%)</td>
              <td>1.46 (0.88 - 2.42)</td>
              <td>0.13</td>
            </tr>
            <tr>
              <td>45 - 50</td>
              <td>15 (5.84%)</td>
              <td>22 (4.28%)</td>
              <td>1.38 (0.70 - 2.72)</td>
              <td>0.34</td>
            </tr>
            <tr>
              <td>Marital Status</td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Single</td>
              <td>124 (48.25%)</td>
              <td>158 (30.74%)</td>
              <td>2.10 (1.54 - 2.85)</td>
              <td>
                <bold>&lt;0.0001</bold>
              </td>
            </tr>
            <tr>
              <td>Married/Cohabiting</td>
              <td>129 (50.19%)</td>
              <td>346 (67.32%)</td>
              <td>0.48 (0.36 - 0.66)</td>
              <td>
                <bold>&lt;0.0001</bold>
              </td>
            </tr>
            <tr>
              <td>Widow</td>
              <td>3 (1.17%)</td>
              <td>10 (1.95%)</td>
              <td>0.59 (0.16 - 2.18)</td>
              <td>0.42</td>
            </tr>
            <tr>
              <td>Level of Education</td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Secondary</td>
              <td>87 (33.85%)</td>
              <td>99 (19.26%)</td>
              <td>2.14 (1.52 - 3.01)</td>
              <td>
                <bold>&lt;0.0001</bold>
              </td>
            </tr>
            <tr>
              <td>Higher</td>
              <td>129 (50.19%)</td>
              <td>284 (55.25%)</td>
              <td>0.81 (0.60 - 1.10)</td>
              <td>0.18</td>
            </tr>
            <tr>
              <td>Occupation</td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Housewife</td>
              <td>73 (28.40%)</td>
              <td>92 (17.90%)</td>
              <td>1.82 (1.27 - 2.59)</td>
              <td>
                <bold>0.0008</bold>
              </td>
            </tr>
            <tr>
              <td>Student</td>
              <td>12 (4.67%)</td>
              <td>38 (7.39%)</td>
              <td>0.61 (0.31 - 1.19)</td>
              <td>0.14</td>
            </tr>
            <tr>
              <td>Unskilled/Informal Sector</td>
              <td>19 (7.39%)</td>
              <td>83 (16.15%)</td>
              <td>0.41 (0.24 - 0.69)</td>
              <td>
                <bold>0.0007</bold>
              </td>
            </tr>
            <tr>
              <td>Salaried Employee</td>
              <td>99 (38.52%)</td>
              <td>203 (39.49%)</td>
              <td>0.95 (0.70 - 1.30)</td>
              <td>0.79</td>
            </tr>
            <tr>
              <td>Religion</td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Christian</td>
              <td>245 (95.33%)</td>
              <td>471 (91.63%)</td>
              <td>1.86 (0.96 - 3.60)</td>
              <td>0.06</td>
            </tr>
            <tr>
              <td>Muslim</td>
              <td>12 (4.67%)</td>
              <td>43 (8.37%)</td>
              <td>0.53 (0.27 - 1.03)</td>
              <td>0.06</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p><bold>Microbial Profile of Pelvic Inflammatory Disease</bold></p>
      <p><xref ref-type="fig" rid="fig1">Figure 1</xref> presents the microbial profile among the 257 PID cases. All infections demonstrated a polymicrobial etiology. The most frequently identified pathogens were:</p>
      <p><italic>Chlamydia trachomatis</italic>: 33.09%<italic>Ureaplasma</italic><italic>urealyticum</italic>: 24.12%<italic>Mycoplasma hominis</italic>: 22.88%</p>
      <p>Co-infections were common (<bold>Table 2</bold>). The most frequent combination was <italic>M</italic>. <italic>hominis</italic> + <italic>U</italic>. <italic>urealyticum</italic> (28.01%), followed by <italic>C</italic>. <italic>trachomatis</italic> + <italic>M</italic>. <italic>hominis</italic> (22.95%) and <italic>C</italic>. <italic>trachomatis</italic> + <italic>U</italic>. <italic>urealyticum</italic> (20.62%). A smaller proportion of cases involved mixed infections with <italic>Candida albicans</italic>, <italic>Enterobacteriaceae</italic>, <italic>Neisseria gonorrhoeae</italic>, or <italic>Gardnerella vaginalis</italic>.</p>
      <fig id="fig1">
        <label>Figure 1</label>
        <graphic xlink:href="https://html.scirp.org/file/1433837-rId13.jpeg?20260204032051" />
      </fig>
      <p><bold>Figure 1</bold><bold>.</bold> Pathogens found in PID cases.</p>
      <p><bold>Table 2.</bold> Distribution of pathogen combinations identified among PID patients (n = 257).</p>
      <table-wrap id="tbl2">
        <label>Table 2</label>
        <table>
          <tbody>
            <tr>
              <td>Pathogen Combination</td>
              <td>Frequency (n)</td>
              <td>Percentage (%)</td>
            </tr>
            <tr>
              <td>Mycoplasma hominis + Ureaplasma urealyticum</td>
              <td>72</td>
              <td>28.01</td>
            </tr>
            <tr>
              <td>Chlamydia trachomatis + Mycoplasma hominis</td>
              <td>59</td>
              <td>22.95</td>
            </tr>
            <tr>
              <td>Chlamydia trachomatis + Ureaplasma urealyticum</td>
              <td>53</td>
              <td>20.62</td>
            </tr>
            <tr>
              <td>Chlamydia trachomatis + Mycoplasma hominis + Ureaplasma urealyticum</td>
              <td>37</td>
              <td>14.39</td>
            </tr>
            <tr>
              <td>Chlamydia trachomatis + Ureaplasma urealyticum + Candida albicans</td>
              <td>9</td>
              <td>3.50</td>
            </tr>
            <tr>
              <td>Chlamydia trachomatis + Ureaplasma urealyticum + Enterobacteriaceae</td>
              <td>6</td>
              <td>2.33</td>
            </tr>
            <tr>
              <td>Chlamydia trachomatis + Candida albicans</td>
              <td>5</td>
              <td>1.94</td>
            </tr>
            <tr>
              <td>Chlamydia trachomatis + Neisseria gonorrhoeae</td>
              <td>5</td>
              <td>1.94</td>
            </tr>
            <tr>
              <td>Ureaplasma urealyticum + Enterobacteriaceae</td>
              <td>4</td>
              <td>1.55</td>
            </tr>
            <tr>
              <td>Ureaplasma urealyticum + Gardnerella vaginalis</td>
              <td>4</td>
              <td>1.55</td>
            </tr>
            <tr>
              <td>Chlamydia trachomatis + Ureaplasma urealyticum + Neisseria gonorrhoeae</td>
              <td>3</td>
              <td>1.16</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p><bold>Gynecological, Obstetric and Medical History</bold></p>
      <p><bold>Table 3</bold> summarizes the distribution of gynecological and medical risk factors. Most participants in both groups were multiparous (cases: 59.53%; controls: 71.40%). Primiparity was protective (OR: 0.49, 95% CI: 0.31 - 0.78; p = 0.002), as was multiparity (OR: 0.58, 95% CI: 0.43 - 0.80; p = 0.009).</p>
      <p>A history of abortion was significantly more frequent among cases (39.30% vs. 25.29%) and was associated with increased risk of PID (OR: 1.91, 95% CI: 1.38 - 2.63; p &lt; 0.001).</p>
      <p>Similarly, prior intrauterine procedures were reported by 54.47% of cases compared with 24.71% of controls, showing a strong association with PID (OR: 3.64, 95% CI: 2.65 - 5.00; p &lt; 0.001).</p>
      <p>A history of sexually transmitted infections (STIs) was one of the strongest predictors of PID: 84% of cases compared with 21.98% of controls (OR: 19.25, 95% CI: 12.95 - 28.63; p &lt; 0.001).</p>
      <p>Likewise, having two or more lifetime sexual partners markedly increased PID risk (OR: 14.40, 95% CI: 9.60 - 21.61; p &lt; 0.001).</p>
      <p>Early sexual debut was also associated with PID. Women who initiated sexual activity before age 15 had significantly higher odds (OR: 7.32, 95% CI: 2.96 - 18.13; p &lt; 0.001), and initiation between ages 15 - 20 also increased risk (OR: 2.45, 95% CI: 1.73 - 3.47; p &lt; 0.001).</p>
      <p>Certain contraceptive methods were associated with an increased risk of PID. Compared with controls, cases reported less condom use (OR: 0.17, 95% CI: 0.12 - 0.25; p &lt; 0.001), and greater use of IUDs (OR: 4.12, 95% CI: 1.39 - 12.19; p = 0.005), implants (OR: 7.42, 95% CI: 3.59 - 15.33; p &lt; 0.001), and periodic abstinence (OR: 2.19, 95% CI: 1.61 - 2.97; p &lt; 0.001).</p>
      <p>Regarding medical history, HIV-positive status was significantly associated with PID (8.56% vs. 4.47%; OR: 1.99, 95% CI: 1.09 - 3.66; p = 0.02).</p>
      <p><bold>Mu</bold><bold>l</bold><bold>tivariate analysis</bold></p>
      <p>Multivariate logistic regression identified several variables independently associated with PID (<bold>Table 4</bold>). These included:</p>
      <p>Age 35 - 39 years: aOR 1.74 (95% CI: 1.14 - 2.66)Single marital status: aOR 2.62 (95% CI: 1.86 - 3.67)Secondary education: aOR 1.84 (95% CI: 1.23 - 2.63)Housewife occupation: aOR 2.46 (95% CI: 1.65 - 3.67)</p>
      <p>Significant gynecological predictors included:</p>
      <p>History of intrauterine procedures: aOR 2.68 (95% CI: 1.47 - 4.90)History of STIs: aOR 18.87 (95% CI: 11.41 - 31.20)≥2 sexual partners: aOR 8.67 (95% CI: 5.12 - 14.66)Sexual debut before age 20: aOR 4.67 (95% CI: 3.12 - 6.98)</p>
      <p>Contraceptive methods remained independently associated:</p>
      <p>IUD use: aOR 10.05 (95% CI: 3.15 - 32.04)Implants: aOR 12.17 (95% CI: 5.64 - 26.24)Periodic abstinence: aOR 2.85 (95% CI: 2.01 - 4.04)</p>
      <p>In contrast, HIV infection and prior abortion did not remain independently associated with PID in the final model.</p>
      <p><bold>Table 3.</bold> Univariate analysis of gynecological, obstetric, and medical history and risk of pelvic inflammatory disease.</p>
      <table-wrap id="tbl3">
        <label>Table 3</label>
        <table>
          <tbody>
            <tr>
              <td>Variable</td>
              <td>Cases (n = 257)</td>
              <td>Controls (n = 514)</td>
              <td>OR (95% CI)</td>
              <td>p-value</td>
            </tr>
            <tr>
              <td>Parity</td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Primiparous</td>
              <td>26 (10.12%)</td>
              <td>95 (18.48%)</td>
              <td>0.49 (0.31 - 0.78)</td>
              <td>0.002</td>
            </tr>
            <tr>
              <td>Multiparous</td>
              <td>153 (59.53%)</td>
              <td>367 (71.40%)</td>
              <td>0.58 (0.43 - 0.80)</td>
              <td>0.009</td>
            </tr>
            <tr>
              <td>Abortion</td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>101 (39.30%)</td>
              <td>130 (25.29%)</td>
              <td>1.91 (1.38 - 2.63)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>No</td>
              <td>156 (60.70%)</td>
              <td>384 (74.71%)</td>
              <td>0.50 (0.37 - 0.71)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>Intrauterine Procedures</td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>140 (54.47%)</td>
              <td>127 (24.71%)</td>
              <td>3.64 (2.65 - 5.00)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>No</td>
              <td>117 (45.53%)</td>
              <td>387 (75.29%)</td>
              <td>0.27 (0.19 - 0.37)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>History of STIs</td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Yes</td>
              <td>217 (84.44%)</td>
              <td>113 (21.98%)</td>
              <td>19.25 (12.95 - 28.63)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>No</td>
              <td>40 (15.56%)</td>
              <td>401 (78.02%)</td>
              <td>0.05 (0.03 - 0.07)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>Number of Sexual Partners</td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>0 - 1</td>
              <td>116 (45.14%)</td>
              <td>474 (92.22%)</td>
              <td>0.06 (0.04 - 0.10)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>≥2</td>
              <td>141 (54.86%)</td>
              <td>40 (7.78%)</td>
              <td>14.40 (9.60 - 21.61)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>Age at First Sexual Intercourse</td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>&lt;15 years</td>
              <td>25 (9.73%)</td>
              <td>6 (1.17%)</td>
              <td>7.32 (2.96 - 18.13)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>15 - 20 years</td>
              <td>202 (78.60%)</td>
              <td>308 (59.92%)</td>
              <td>2.45 (1.73 - 3.47)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>&gt;20 years</td>
              <td>30 (11.67%)</td>
              <td>200 (38.91%)</td>
              <td>0.20 (0.13 - 0.31)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>Contraceptive Use</td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Condom</td>
              <td>56 (21.79%)</td>
              <td>313 (60.89%)</td>
              <td>0.17 (0.12 - 0.25)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>Emergency pill</td>
              <td>29 (10.12%)</td>
              <td>24 (4.67%)</td>
              <td>0.19 (0.13 - 0.30)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>IUD</td>
              <td>10 (3.89%)</td>
              <td>5 (0.97%)</td>
              <td>4.12 (1.39 - 12.19)</td>
              <td>0.005</td>
            </tr>
            <tr>
              <td>Implants</td>
              <td>33 (12.84%)</td>
              <td>10 (1.95%)</td>
              <td>7.42 (3.59 - 15.33)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>Periodic Abstinence</td>
              <td>129 (50.19%)</td>
              <td>162 (31.52%)</td>
              <td>2.19 (1.61 - 2.97)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>HIV Status</td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
            </tr>
            <tr>
              <td>HIV Positive</td>
              <td>22 (8.56%)</td>
              <td>23 (4.47%)</td>
              <td>1.99 (1.09 - 3.66)</td>
              <td>0.020</td>
            </tr>
            <tr>
              <td>HIV Negative</td>
              <td>235 (91.44%)</td>
              <td>491 (95.53%)</td>
              <td>0.50 (0.27 - 0.91)</td>
              <td>0.020</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p><bold>Table 4.</bold> Multivariate logistic regression of factors associated with pelvic inflammatory disease.</p>
      <table-wrap id="tbl4">
        <label>Table 4</label>
        <table>
          <tbody>
            <tr>
              <td>Variable</td>
              <td>Adjusted OR (95% CI)</td>
              <td>p-value</td>
            </tr>
            <tr>
              <td>Age group (35 - 39 years)</td>
              <td>1.74 (1.14 - 2.66)</td>
              <td>0.009</td>
            </tr>
            <tr>
              <td>Marital status: Single</td>
              <td>2.62 (1.86 - 3.67)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>Secondary education</td>
              <td>1.84 (1.23 - 2.63)</td>
              <td>0.008</td>
            </tr>
            <tr>
              <td>Occupation: Housewife</td>
              <td>2.46 (1.65 - 3.67)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>HIV positive</td>
              <td>0.89 (0.41 - 1.92)</td>
              <td>0.78</td>
            </tr>
            <tr>
              <td>History of abortion</td>
              <td>0.63 (0.34 - 1.17)</td>
              <td>0.15</td>
            </tr>
            <tr>
              <td>Intrauterine procedures</td>
              <td>2.68 (1.47 - 4.90)</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td>History of STIs</td>
              <td>18.87 (11.41 - 31.20)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>≥2 sexual partners</td>
              <td>8.67 (5.12 - 14.66)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>Sexual debut before 20 years</td>
              <td>4.67 (3.12 - 6.98)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>Use of IUD</td>
              <td>10.05 (3.15 - 32.04)</td>
              <td>0.001</td>
            </tr>
            <tr>
              <td>Use of implants</td>
              <td>12.17 (5.64 - 26.24)</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>Periodic abstinence</td>
              <td>2.85 (2.01 - 4.04)</td>
              <td>&lt;0.001</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
    </sec>
    <sec id="sec4">
      <title>4. Discussion</title>
      <p><bold>Age Distribution and Prevalence of PID</bold></p>
      <p>This retrospective case-control study examined risk factors associated with pelvic inflammatory disease (PID) among women aged 15 - 50 years at a tertiary hospital in Cameroon. The overall PID prevalence of 11.93% aligns with the high burden of reproductive tract infections reported in similar sub-Saharan African settings. The most represented age group was 25 - 30 years (26.85%), slightly older than the 20 - 24-year peak reported by Nkwabong <italic>et al.</italic> in Cameroon [<xref ref-type="bibr" rid="B17">17</xref>]. This difference may partly reflect the lower proportion of youth (16.73%) in our cohort and suggests that older reproductive-age women remain vulnerable, likely due to cumulative exposure to risk factors or delays in seeking care. The mean age of affected women (31.62 ± 7.70 years) was comparable to previous findings from Cameroon and Nigeria [<xref ref-type="bibr" rid="B16">16</xref>][<xref ref-type="bibr" rid="B17">17</xref>], reinforcing that PID is most common during peak reproductive and sexual activity years.</p>
      <p>Our observed prevalence exceeded the 4.7% reported by Nkwabong <italic>et al.</italic> [<xref ref-type="bibr" rid="B17">17</xref>] but remained below the 24% reported in India by Vanamala <italic>et al.</italic> [<xref ref-type="bibr" rid="B18">18</xref>]. Variations across studies may be attributable to differences in study duration, population characteristics, diagnostic techniques, and healthcare-seeking behavior. In particular, the 10-year timeframe and use of multiplex PCR in our study likely improved detection of both symptomatic and subclinical PID.</p>
      <p><bold>Microbiological Profile: Changing Trends and Diagnostic Sensitivity</bold></p>
      <p><italic>Chlamydia trachomatis</italic>, Ureaplasma urealyticum, and Mycoplasma hominis were the most frequently identified pathogens, consistent with regional and global literature [<xref ref-type="bibr" rid="B6">6</xref>][<xref ref-type="bibr" rid="B7">7</xref>][<xref ref-type="bibr" rid="B19">19</xref>]. These organisms are common causes of non-gonococcal PID and are known for their ability to persist asymptomatically.</p>
      <p>Unexpectedly, Neisseria gonorrhoeae was rarely detected (1.64%), contrasting with historical data that typically rank it as the second most common etiologic agent after <italic>Chlamydia trachomatis</italic> [<xref ref-type="bibr" rid="B1">1</xref>][<xref ref-type="bibr" rid="B2">2</xref>][<xref ref-type="bibr" rid="B9">9</xref>]. Its pauci-symptomatic presentation in women often leads to underdiagnosis in settings without routine NAAT or PCR testing [<xref ref-type="bibr" rid="B15">15</xref>]. Our findings mirror those of Nana-Njamen <italic>et al.</italic> [<xref ref-type="bibr" rid="B8">8</xref>], who also reported low gonococcal detection in similar diagnostic environments.</p>
      <p>Detection of enterobacteria such as <italic>Escherichia coli</italic> further supports the polymicrobial nature of PID, consistent with evidence from post-procedural and post-surgical infections [<xref ref-type="bibr" rid="B4">4</xref>][<xref ref-type="bibr" rid="B20">20</xref>].</p>
      <p><bold>Risk Factors for PID: Contextual Insights</bold></p>
      <p><bold>Sociodemographic Determinants</bold></p>
      <p>Older age (35 - 40 years) increased PID risk (OR: 1.74, 95% CI: 1.14 - 2.66), differing from reports that highlight adolescence as the highest-risk period [<xref ref-type="bibr" rid="B20">20</xref>]. This contrast may reflect lower rates of early sexual debut and distinct contraceptive patterns in developing regions, where older women accumulate greater exposure to untreated or recurrent infections.</p>
      <p>Being single significantly increased the likelihood of PID (OR: 2.62, 95% CI: 1.86 - 3.67), consistent with findings from Simms <italic>et al.</italic> in the U.S. [<xref ref-type="bibr" rid="B21">21</xref>]. Single women may experience higher partner turnover or less relationship stability, thereby increasing STI exposure.</p>
      <p>Low educational attainment also emerged as a risk factor (OR: 1.84; 95% CI: 1.23 - 2.63). Similar findings by Vanamala <italic>et al.</italic> [<xref ref-type="bibr" rid="B18">18</xref>] suggest that limited health literacy and poor knowledge of STI prevention likely contribute to this association.</p>
      <p><bold>Sexual and Reproductive Behavior</bold></p>
      <p>A history of STIs was the strongest predictor of PID (OR: 18.87; 95% CI: 11.41 - 31.20), consistent with literature demonstrating that recurrent or inadequately treated infections promote chronic inflammation and facilitate ascending infection [<xref ref-type="bibr" rid="B21">21</xref>][<xref ref-type="bibr" rid="B22">22</xref>].</p>
      <p>Multiple sexual partnerships (≥2 partners) increased PID risk by 8.67-fold, supporting Jossens <italic>et al.</italic>’s findings that recent partner change significantly elevates STI transmission [<xref ref-type="bibr" rid="B23">23</xref>]. Exposure to multiple microbial strains without consistent barrier protection likely underlies this risk.</p>
      <p>Early sexual debut was a robust determinant, with initiation before age 15 increasing PID risk by 28.84 (95% CI: 10.64 - 78.16), and debut between 15 - 20 years by 3.88 (95% CI: 2.49 - 6.05). This pattern aligns with Simms <italic>et al.</italic>’s identification of early adolescence as a critical vulnerability period [<xref ref-type="bibr" rid="B21">21</xref>]. Biological susceptibility of the immature cervix and limited power to negotiate safe sex practices are key contributors.</p>
      <p><bold>Contraceptive Use and Procedure-Linked Risks</bold></p>
      <p>Implant users exhibited significantly higher PID risk (OR: 12.17; 95% CI: 5.64 - 26.24), possibly reflecting decreased condom use among women who feel protected from pregnancy but remain exposed to STIs.</p>
      <p>IUD use was another strong predictor (OR: 10.05), consistent with reports by Jossens <italic>et al.</italic> [<xref ref-type="bibr" rid="B23">23</xref>] and Bhurt <italic>et al.</italic> [<xref ref-type="bibr" rid="B14">14</xref>]. Pathogen introduction during insertion and the potential for microbial biofilm formation on the device may increase infection risk, especially in the presence of undetected cervicitis.</p>
      <p>Intrauterine procedures increased PID risk (OR: 2.68; 95% CI: 1.47 - 4.90), echoing findings from Kenya where up to 44% of hysteroscopies led to PID [<xref ref-type="bibr" rid="B20">20</xref>]. These procedures compromise cervical barriers and facilitate ascending infection.</p>
      <p>Periodic abstinence also increased PID risk (OR: 2.85). In settings where 61% of women were married, reliance on this method without condom use may expose women to STIs from partners with unrecognized or extramarital infections.</p>
      <p><bold>Public Health and Clinical Implications</bold></p>
      <p>The high PID prevalence and predominance of polymicrobial infections underscore the need for integrated prevention and early detection strategies. Key actions include:</p>
      <p>Routine STI screening, especially for <italic>Chlamydia trachomatis</italic>, as part of primary reproductive healthcare.Expanded use of multiplex PCR, which offers superior sensitivity over conventional diagnostic methods.Comprehensive sexuality education for adolescents and young adults, emphasizing risks of early sexual debut, multiple partnerships, and unprotected sex.Enhanced counseling for women undergoing IUD insertion or intrauterine procedures, including consideration of targeted prophylactic antibiotics in high-risk individuals.</p>
      <p><bold>Strengths and Limitations</bold></p>
      <p><bold>Strengths</bold></p>
      <p>A large, 10-year dataset from a major referral hospital strengthens the representativeness and reliability of findings.Matched case-control design with multivariate regression improved control of confounding.Detailed microbiological profiling enabled robust characterization of PID etiology in this setting.</p>
      <p><bold>Limitations</bold></p>
      <p>This cross-sectional study relied on retrospective medical records, which may contain incomplete or inaccurate data, leading to misclassification bias. The design limits causal inference. Using pregnant women as controls may introduce selection bias due to differences in health-seeking behavior and risk profiles, affecting generalizability.</p>
    </sec>
    <sec id="sec5">
      <title>5. Conclusions</title>
      <p>This study identified a PID prevalence of 11.93%, with a predominantly polymicrobial etiology driven by <italic>Chlamydia trachomatis</italic>, <italic>Ureaplasma</italic><italic>urealyticum</italic>, and <italic>Mycoplasma hominis</italic>. Contrary to global trends, <italic>Neisseria gonorrhoeae</italic> was rarely detected. Classical PID risk factors were confirmed, including early sexual debut, multiple sexual partners, single marital status, low educational level, IUD and implant use, and prior STIs.</p>
      <p>These findings emphasize the need for a multipronged approach to PID prevention, combining advanced diagnostic tools such as multiplex PCR with risk-based screening and targeted public health interventions. Strengthening reproductive health education and improving access to STI prevention and early treatment are essential for reducing the burden and long-term complications of PID in resource-limited settings.</p>
    </sec>
    <sec id="sec6">
      <title>Ethical Considerations</title>
      <p>Ethical approval was obtained from the Institutional Ethics Committee of the General Hospital of Douala. Since this was a retrospective study using anonymized records, informed consent was waived.</p>
    </sec>
    <sec id="sec7">
      <title>Availability of Data and Materials</title>
      <p>The datasets (patient medical files) are available at DGH upon reasonable request.</p>
    </sec>
    <sec id="sec8">
      <title>Authors’ Contributions</title>
      <p>RT, TNN, FGM, and ANN and HE conceptualized and designed the study. FMN, CNN were responsible for participant recruitment at the study sites. AGSW and CNT, HNT also contributed to participant recruitment and provided feedback on the manuscript. The manuscript was written by TNN, RT, CN. ETM, TEO, GHE and FGM. HE, GHE critically revised and reviewed the manuscript for important intellectual content. All authors read and approved the final version of the manuscript.</p>
    </sec>
    <sec id="sec9">
      <title>Acknowledgements</title>
      <p>We would like to express our sincere gratitude to all the doctors, nurses, medical students, and statisticians for their dedication and assistance in retrieving patient records and analyzing the data.</p>
    </sec>
  </body>
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