<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article">
 <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">
    2160-8792
   </issn>
   <issn publication-format="print">
    2160-8806
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/ojog.2025.155068
   </article-id>
   <article-id pub-id-type="publisher-id">
    ojog-142723
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Medicine 
     </subject>
     <subject>
       Healthcare
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    A Case-Control Study to Assess the Risk Factors of Ectopic Pregnancy in Two Referral Hospitals in Douala, Sub-Saharan Africa
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Théophile Nana
      </surname>
      <given-names>
       Njamen
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Robert
      </surname>
      <given-names>
       Tchounzou
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref> 
     <xref ref-type="aff" rid="aff3"> 
      <sup>3</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Fulbert Mangala
      </surname>
      <given-names>
       Nkwele
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref> 
     <xref ref-type="aff" rid="aff4"> 
      <sup>4</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Isaac Mboh
      </surname>
      <given-names>
       Eyong
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Fidelia Kobenge
      </surname>
      <given-names>
       Mbi
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Andre Gaetan Simo
      </surname>
      <given-names>
       Wambo
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Marie Nguemaga
      </surname>
      <given-names>
       Towo
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff5"> 
      <sup>5</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Humphry
      </surname>
      <given-names>
       Neng
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref> 
     <xref ref-type="aff" rid="aff3"> 
      <sup>3</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Cedric Junior Nana
      </surname>
      <given-names>
       Njamen
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref> 
     <xref ref-type="aff" rid="aff6"> 
      <sup>6</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Charlotte Nguefack
      </surname>
      <given-names>
       Tchente
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref> 
     <xref ref-type="aff" rid="aff4"> 
      <sup>4</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Emile
      </surname>
      <given-names>
       Mboudou
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff3"> 
      <sup>3</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Gregory Halle
      </surname>
      <given-names>
       Ekane
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Thomas Obinchemti
      </surname>
      <given-names>
       Egbe
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Henri
      </surname>
      <given-names>
       Essome
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff4"> 
      <sup>4</sup>
     </xref>
    </contrib>
   </contrib-group> 
   <aff id="aff1">
    <addr-line>
     aDepartment of Obstetrics and Gynecology, Douala General Hospital, Douala, Cameroon
    </addr-line> 
   </aff> 
   <aff id="aff2">
    <addr-line>
     aDepartment of Obstetrics and Gynecology, Faculty of Health Sciences, University of Buea, Buea, Cameroon
    </addr-line> 
   </aff> 
   <aff id="aff3">
    <addr-line>
     aDepartment of Obstetrics and Gynecology, Gynaeco-Obstetric and Pediatric Hospital of Douala, Douala, Cameroon
    </addr-line> 
   </aff> 
   <aff id="aff4">
    <addr-line>
     aDepartment of Surgery and Specialties, Faculty of Medicine and Pharmaceutical Sciences, University of Douala, Douala, Cameroon
    </addr-line> 
   </aff> 
   <aff id="aff5">
    <addr-line>
     aInstitute of Health Sciences, University of Montagnes, Bangangté, Cameroun
    </addr-line> 
   </aff> 
   <aff id="aff6">
    <addr-line>
     aFaculty of Health Sciences, University Joseph Ki-Zerbo, Ouagadougou, Burkina Faso
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     22
    </day> 
    <month>
     05
    </month>
    <year>
     2025
    </year>
   </pub-date> 
   <volume>
    15
   </volume> 
   <issue>
    05
   </issue>
   <fpage>
    831
   </fpage>
   <lpage>
    845
   </lpage>
   <history>
    <date date-type="received">
     <day>
      1,
     </day>
     <month>
      April
     </month>
     <year>
      2025
     </year>
    </date>
    <date date-type="published">
     <day>
      19,
     </day>
     <month>
      April
     </month>
     <year>
      2025
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      19,
     </day>
     <month>
      May
     </month>
     <year>
      2025
     </year> 
    </date>
   </history>
   <permissions>
    <copyright-statement>
     © Copyright 2014 by authors and Scientific Research Publishing Inc. 
    </copyright-statement>
    <copyright-year>
     2014
    </copyright-year>
    <license>
     <license-p>
      This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/
     </license-p>
    </license>
   </permissions>
   <abstract>
    <b>Background: </b>Ectopic pregnancy (EP) remains a public health problem in Africa, with a prevalence of 1% - 4% of all pregnancies and a main contributor to the high maternal mortality rates. This study aimed to identify and quantify the risk factors associated with EP in two major referral hospitals in Douala, thereby informing strategies for improved prevention and management. 
    <b>Methods: </b>A retrospective case-control study was conducted over five months, from February 1 to June 30, 2023, at the Douala General Hospital and the Gynaeco-Obstetric and Pediatric Hospital of Douala. Medical records of patients managed for EP between January 1, 2013, and December 31, 2022, were reviewed. Cases (EP) were compared with controls (intrauterine pregnancy, (IUP) in a 1:2 ratio, matched for age, parity, gravidity, and study site. Logistic regression analysis was used to calculate odds ratios (OR) and 95% confidence intervals (CI), adjusting for potential confounders. Statistical significance was set at p &lt; 0.05. 
    <b>Results: </b>A total of 148 EP (cases) and 296 IUP (controls) were analyzed. Independent risk factors for EP included a history of prior EP (aOR = 38.45, 95% CI: 3.52 - 5.05, p &lt; 0.001), history of surgical treatment for EP (aOR = −37.0, 95% CI: 3.32 - 4.40, p &lt; 0.001), 1 - 4 induced abortions (aOR = 2.36, 95% CI: 3.54 - 3.80, p &lt; 0.001), natural contraception methods (aOR = 3.14, 95% CI: 2.26 - 8.47, p = 0.02), tobacco use (aOR = 3.15, 95% CI: 1.90 - 5.23, p &lt; 0.001), and maternal age over 30 years (aOR = 1.73, 95% CI: 2.16 - 2.90, p = 0.03). 
    <b>Conclusion: </b>This study confirms that established risk factors for EP, notably prior EP and its surgical treatment, are strongly associated with the condition in Douala. These findings emphasize the importance of targeted interventions, including detailed obstetric history assessment and tailored counseling, to mitigate EP risk in this population.
   </abstract>
   <kwd-group> 
    <kwd>
     Ectopic Pregnancy
    </kwd> 
    <kwd>
      Risk Factors
    </kwd> 
    <kwd>
      Douala
    </kwd> 
    <kwd>
      Cameroon
    </kwd> 
    <kwd>
      Sub-Saharan Africa
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>Ectopic pregnancy (EP) refers to the implantation and development of a fertilized ovum outside the uterine cavity, most commonly in the fallopian tubes (ampullary, isthmus, or infundibulum), but it can also occur in the ovaries, cervix, or abdomen <xref ref-type="bibr" rid="scirp.142723-1">
     [1]
    </xref> <xref ref-type="bibr" rid="scirp.142723-2">
     [2]
    </xref>. EP represents a significant threat to maternal health, as it can lead to life-threatening complications. First-trimester bleeding, a common obstetric symptom, often necessitates the exclusion of EP, given its potential severity. The global incidence of EP is generally estimated at 1% - 2% of all pregnancies, although recent estimates suggest that it could be as high as 8% <xref ref-type="bibr" rid="scirp.142723-2">
     [2]
    </xref>-<xref ref-type="bibr" rid="scirp.142723-4">
     [4]
    </xref>.</p>
   <p>EP is a major contributor to maternal morbidity and mortality worldwide, with its incidence and associated case fatality rates increasing between 1990 and 2021 <xref ref-type="bibr" rid="scirp.142723-5">
     [5]
    </xref>. In Africa, where access to timely and quality healthcare is often limited, delayed diagnosis and management of EP lead to particularly severe consequences <xref ref-type="bibr" rid="scirp.142723-6">
     [6]
    </xref>. Studies across the continent, including those in Nigeria, Guinea, Ivory Coast, and Cameroon, have reported varying prevalence rates for EP and its risk factors <xref ref-type="bibr" rid="scirp.142723-7">
     [7]
    </xref>-<xref ref-type="bibr" rid="scirp.142723-10">
     [10]
    </xref>, emphasizing the need for context-specific research in each region.</p>
   <p>Established risk factors for EP, which have remained largely unchanged over the years, include a history of prior EP, pelvic inflammatory disease (PID)—particularly those caused by Chlamydia trachomatis—tubal surgeries, assisted reproductive technologies, and a history of induced abortions <xref ref-type="bibr" rid="scirp.142723-11">
     [11]
    </xref>-<xref ref-type="bibr" rid="scirp.142723-15">
     [15]
    </xref>. Other factors, such as smoking, advanced maternal age, and the use of certain contraceptive methods, are also implicated <xref ref-type="bibr" rid="scirp.142723-12">
     [12]
    </xref>.</p>
   <p>In Cameroon, despite advancements in healthcare, EP remains a significant public health challenge <xref ref-type="bibr" rid="scirp.142723-6">
     [6]
    </xref>. Previous studies have highlighted the association between PID, tubal surgery, and sexually transmitted infections (STIs) as key risk factors for EP in the region <xref ref-type="bibr" rid="scirp.142723-6">
     [6]
    </xref>-<xref ref-type="bibr" rid="scirp.142723-8">
     [8]
    </xref> <xref ref-type="bibr" rid="scirp.142723-16">
     [16]
    </xref>. However, a comprehensive understanding of the current risk profile in referral hospitals in Douala, Cameroon, was crucial to optimize patient care. This study, therefore, aimed to assess the risk factors for EP in two referral hospitals in Douala to inform targeted interventions and improve patient outcomes.</p>
  </sec><sec id="s2">
   <title>2. Methods</title>
   <sec id="s2_1">
    <title>2.1. Study Design, Period, and Site</title>
    <p>This retrospective case-control study was conducted over a 5-month period (February 1 to June 30, 2023), reviewing data from 10 years (January 1, 2013 to December 31, 2022). The study took place in the Obstetrics and Gynecology departments of two tertiary referral hospitals in Douala, Cameroon: Douala General Hospital (DGH) and Gyneco-Obstetrics and Pediatric Hospital of Douala (GOPHD). Both hospitals provide comprehensive reproductive health services, including medical and surgical (laparotomy and laparoscopy) management of ectopic pregnancies, and are involved in medical training and research.</p>
   </sec>
   <sec id="s2_2">
    <title>2.2. Sample Size Calculation</title>
    <p>The minimum sample size was calculated using the Schlesselman formula, with a 1:2 case-to-control ratio. Based on a previous Cameroonian study reporting an odds ratio (OR) of 13.18 (95% CI: 6.19 - 27.42) for pelvic inflammatory disease as a risk factor for ectopic pregnancy, the calculated minimum sample size was 39 cases and 78 controls (total 117).</p>
    <p>The following cases were excluded:</p>
    <p>Cases and controls were matched by age group, gravidity, and study site (1:2 ratio).</p>
   </sec>
   <sec id="s2_3">
    <title>2.3. Data Collection</title>
    <p>Data were collected from birth registers, operative notes, and medical records, including demographic, gynecological, obstetrical, surgical, medical, and toxicological information.</p>
   </sec>
   <sec id="s2_4">
    <title>2.4. Data Management and Analysis</title>
    <p>Data were analyzed using EPI Info 3.5.4 and Microsoft Excel 2007. Odds ratios (OR) with 95% confidence intervals (CI) were calculated to assess associations between variables. Logistic regression was used to control for confounding variables. Chi-square and Fisher’s exact tests were used as appropriate.</p>
   </sec>
   <sec id="s2_5">
    <title>2.5. Ethical Considerations</title>
    <p>Ethical approval was obtained from the Ethics Committee of Universite des Montagnes (No. 2023/267/Udm/PR/CIE). Patient confidentiality and safety were maintained throughout the study.</p>
   </sec>
  </sec><sec id="s3">
   <title>3. Results</title>
   <p>Of the 155 patient files initially identified with ectopic pregnancies (EUPs), 7 were excluded due to incompleteness. Consequently, 148 patient files with EUPs were included in the case group. For the control group, 296 patient files with intrauterine pregnancies (IUPs) were selected.</p>
   <sec id="s3_1">
    <title>3.1. Bivariate Analysis of Socio-Demographic Characteristics of the Two Groups</title>
    <p>
     <xref ref-type="table" rid="table1">
      Table 1
     </xref> below summarizes the comparison of socio-demographic factors between the cases and the controls. Women in the (31 - 35) and &gt;40 age groups had the highest odds of having ectopic pregnancy, while those in the age group (26 - 30) had the lowest. Regarding profession, being a housewife carried the highest risk of having EP. Both tobacco and alcohol use were significantly associated with an increased risk of ectopic pregnancy.</p>
    <table-wrap id="table1">
     <label>
      <xref ref-type="table" rid="table1">
       Table 1
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.142723-"></xref>Table 1. Socio-demographic factors and ectopic pregnancy (bivariate analysis).</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td acenter" width="21.62%"><p style="text-align:center">Variables</p></td> 
       <td class="custom-bottom-td acenter" width="18.13%"><p style="text-align:center">Cases (n, %)</p></td> 
       <td class="custom-bottom-td acenter" width="21.78%"><p style="text-align:center">Controls (n, %)</p></td> 
       <td class="custom-bottom-td acenter" width="25.19%"><p style="text-align:center">OR (95% CI)</p></td> 
       <td class="custom-bottom-td acenter" width="13.28%"><p style="text-align:center">p-value</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="21.62%"><p style="text-align:center">Age (years)</p></td> 
       <td class="custom-top-td acenter" width="18.13%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="21.78%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="25.19%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="13.28%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">[16 - 20]</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center">4 (2.7)</p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center">8 (2.7)</p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center">1.00 (0.26 - 3.36)</p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center">0.610</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">[21 - 25]</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center">20 (13.5)</p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center">58 (19.6)</p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center">0.64 (0.36 - 1.10)</p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center">0.070</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">[26 - 30]</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center">41 (27.7)</p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center">126 (42.6)</p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center">0.52 (0.34 - 0.79)</p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center">0.000</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">[31 - 35]</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center">50 (33.8)</p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center">65 (22.0)</p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center">1.81 (1.17 - 2.81)</p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center">0.010</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">[36 - 40]</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center">21 (14.2)</p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center">34 (11.5)</p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center">1.27 (0.70 - 2.28)</p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center">0.250</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">&gt;40</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center">12 (8.1)</p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center">5 (1.7)</p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center">5.14 (1.80 - 16.43)</p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center">0.000</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">Profession</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">Private sector</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center">40 (27.0)</p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center">68 (23.0)</p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center">1.24 (0.79 - 1.95)</p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center">0.210</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">Informal sector</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center">3 (2.0)</p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center">12 (4.1)</p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center">0.49 (0.11 - 1.66)</p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center">0.200</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">Trader</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center">5 (3.4)</p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center">12 (4.1)</p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center">0.83 (0.26 - 2.35)</p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center">0.480</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">Student</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center">34 (23.0)</p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center">83 (28.0)</p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center">0.77 (0.48 - 1.21)</p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center">0.150</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">Civil servant</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center">18 (12.2)</p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center">58 (19.6)</p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center">0.57 (0.31 - 1.00)</p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center">0.030</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">University pers.</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center">19 (12.8)</p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center">28 (9.5)</p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center">1.41 (0.75 - 2.62)</p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center">0.180</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">Housewife</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center">29 (19.6)</p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center">35 (11.8)</p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center">1.82 (1.05 - 3.11)</p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center">0.020</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">Lifestyle</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">Tobacco use</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center">9 (6.1)</p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center">6 (2)</p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center">3.13 (1.08 - 9.59)</p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center">0.030</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="21.62%"><p style="text-align:center">Alcohol use</p></td> 
       <td class="acenter" width="18.13%"><p style="text-align:center">64 (43.2)</p></td> 
       <td class="acenter" width="21.78%"><p style="text-align:center">54 (18.2)</p></td> 
       <td class="acenter" width="25.19%"><p style="text-align:center">3.41 (2.2 - 5.3)</p></td> 
       <td class="acenter" width="13.28%"><p style="text-align:center">0.000</p></td> 
      </tr> 
     </table>
    </table-wrap>
   </sec>
   <sec id="s3_2">
    <title>3.2. Bivariate Analysis of Obstetrical and Gynecological Factors in the Two Groups</title>
    <p>As shown in <xref ref-type="table" rid="table2">
      Table 2
     </xref>, women with a gravidity of four or more pregnancies have a significantly higher risk of ectopic pregnancy (EP) (OR = 6.00, p = 0.040). However, no significant association was found between parity and the risk of EP. In terms of abortions, a history of one to four voluntary abortions was significantly linked to an increased risk of EP (OR = 2.23, p = 0.000). A history of pelvic inflammatory disease (PID), particularly when associated with Chlamydia trachomatis infection, was also identified as a significant risk factor for EP (OR =2.12, p = 0.000).</p>
    <table-wrap id="table2">
     <label>
      <xref ref-type="table" rid="table2">
       Table 2
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.142723-"></xref>Table 2. Gynecological and obstetrical history and ectopic pregnancy.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td acenter" width="37.37%"><p style="text-align:center">Variable</p></td> 
       <td class="custom-bottom-td acenter" width="13.97%"><p style="text-align:center">Cases (n, %)</p></td> 
       <td class="custom-bottom-td acenter" width="16.84%"><p style="text-align:center">Controls (n, %)</p></td> 
       <td class="custom-bottom-td acenter" width="20.83%"><p style="text-align:center">OR (95% CI)</p></td> 
       <td class="custom-bottom-td acenter" width="10.99%"><p style="text-align:center">p-value</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="37.37%"><p style="text-align:center">Gravidity</p></td> 
       <td class="custom-top-td acenter" width="13.97%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="16.84%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="20.83%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="10.99%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">&lt;4</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">79 (53.4)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">225 (76)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">0.36 (0.24 - 0.55)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.000</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">≥4</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">25 (10.8)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">18 (4.1)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">6.00 (2.39 - 15.97)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.040</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">Parity</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">&lt;4</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">135 (91.2)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">279 (94.3)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">0.63 (0.30 - 1.30)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.160</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">≥4</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">13 (8.8)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">17 (5.7)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">1.69 (0.77 - 41.63)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.800</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">Abortion History</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">Spontaneous (1 - 5)</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">18 (12.2)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">41 (13.9)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">0.86 (0.47 - 1.55)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.370</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">Voluntary (1 - 4)</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">95 (64.2)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">132 (44.6)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">2.23 (1.48 - 3.35)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.000</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">Voluntary (&gt;4)</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">2 (1.4)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">2 (0.7)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">2.01 (0.21 - 19.47)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.410</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">History of IVF</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">1 (0.7)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">0 (0.0)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">0.87 (0.50 - 4.76)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.330</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">Gynecological Diseases</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">Endometriosis</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">1 (0.7)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">1 (0.3)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">2.01 (0.05 - 78.51)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.560</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">PID</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">57 (37.8)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">66 (22.3)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">2.12 (1.37 - 3.26)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.000</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">PID/Chlamydia t.</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">48 (32.4)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">56 (18.9)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">2.06 (1.31 - 3.23)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.000</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">Contraceptive Use</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">MPA + Progestogen-only pills</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">29 (19.6)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">38 (12.8)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">2.45 (1.30 - 4.63)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.006</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">IUD</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">10 (6.8)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">4 (1.4)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">5.29 (1.66 - 19.68)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.000</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">Condom</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">72 (48.6)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">183 (61.8)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">0.59 (0.39 - 0.87)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.010</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">Natural methods + Coitus interruptus</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">17 (11.5)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">18 (6.1)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">2.07 (0.96 - 4.47)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.060</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">Number of Sexual Partners</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center"></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">&lt;5</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">36 (24.3)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">117 (39.5)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">0.49 (0.31 - 0.76)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.000</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">5 - 8</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">85 (57.4)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">142 (48.0)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">1.46 (0.98 - 2.18)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.060</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">≥9</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">26 (17.6)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">35 (11.8)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">1.59 (0.91 - 2.76)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.110</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">Previous Ectopic Pregnancy</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">19 (12.8)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">0 (0.0)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">43.45 (7.78 - 914.74)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.000</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.37%"><p style="text-align:center">Infertility Treatment</p></td> 
       <td class="acenter" width="13.97%"><p style="text-align:center">6 (4.1)</p></td> 
       <td class="acenter" width="16.84%"><p style="text-align:center">4 (1.4)</p></td> 
       <td class="acenter" width="20.83%"><p style="text-align:center">1.47 (0.39 - 5.59)</p></td> 
       <td class="acenter" width="10.99%"><p style="text-align:center">0.560</p></td> 
      </tr> 
     </table>
    </table-wrap>
    <p>Other risk factors included the use of Medroxyprogesterone Acetate (MPA) (OR = 3.33, p = 0.030), intrauterine devices (IUDs) (OR = 5.29, p = 0.000), natural contraceptive methods (OR = 2.30, p = 0.050), and a previous ectopic pregnancy (OR = 43.45, p = 0.000). On the other hand, condom use (OR = 0.59, p = 0.010) and practicing safe sexual behavior (defined as having fewer than five sexual partners) (OR = 0.49, p = 0.000) were found to have a protective effect against the occurrence of EP.</p>
   </sec>
   <sec id="s3_3">
    <title>3.3. Bivariate Analysis of Past Surgical History in the Two Groups</title>
    <p>The most significant finding in <xref ref-type="table" rid="table3">
      Table 3
     </xref> is the strong association between a previous surgery for ectopic pregnancy and the increased risk of future ectopic pregnancies (OR = 38.28, p = 0.000). Other surgical histories, including myomectomy, cystectomy, cesarean section, pelvic abscess drainage, and appendectomy, did not show a statistically significant association with the risk of EP.</p>
    <table-wrap id="table3">
     <label>
      <xref ref-type="table" rid="table3">
       Table 3
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.142723-"></xref>Table 3. Comparison of surgical history between cases (ectopic pregnancy) and controls (intra-uterine pregnancy).</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td acenter" width="26.94%"><p style="text-align:center">Surgical History</p></td> 
       <td class="custom-bottom-td acenter" width="17.09%"><p style="text-align:center">Cases (n, %)</p></td> 
       <td class="custom-bottom-td acenter" width="19.23%"><p style="text-align:center">Controls (n, %)</p></td> 
       <td class="custom-bottom-td acenter" width="25.64%"><p style="text-align:center">OR (95% CI)</p></td> 
       <td class="custom-bottom-td acenter" width="11.09%"><p style="text-align:center">p-value</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="26.94%"><p style="text-align:center">Surgery for Ectopic Pregnancy</p></td> 
       <td class="custom-top-td acenter" width="17.09%"><p style="text-align:center">17 (11.5%)</p></td> 
       <td class="custom-top-td acenter" width="19.23%"><p style="text-align:center">1 (0.3%)</p></td> 
       <td class="custom-top-td acenter" width="25.64%"><p style="text-align:center">38.28 (6.78 - 810.48)</p></td> 
       <td class="custom-top-td acenter" width="11.09%"><p style="text-align:center">0.000</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="26.94%"><p style="text-align:center">Myomectomy</p></td> 
       <td class="acenter" width="17.09%"><p style="text-align:center">2 (1.4%)</p></td> 
       <td class="acenter" width="19.23%"><p style="text-align:center">10 (3.4%)</p></td> 
       <td class="acenter" width="25.64%"><p style="text-align:center">0.39 (0.06 - 1.64)</p></td> 
       <td class="acenter" width="11.09%"><p style="text-align:center">0.180</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="26.94%"><p style="text-align:center">Cystectomy</p></td> 
       <td class="acenter" width="17.09%"><p style="text-align:center">3 (2%)</p></td> 
       <td class="acenter" width="19.23%"><p style="text-align:center">8 (2.7%)</p></td> 
       <td class="acenter" width="25.64%"><p style="text-align:center">0.74 (0.16 - 2.77)</p></td> 
       <td class="acenter" width="11.09%"><p style="text-align:center">0.470</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="26.94%"><p style="text-align:center">Cesarean Section</p></td> 
       <td class="acenter" width="17.09%"><p style="text-align:center">11 (7.4%)</p></td> 
       <td class="acenter" width="19.23%"><p style="text-align:center">18 (6.1%)</p></td> 
       <td class="acenter" width="25.64%"><p style="text-align:center">1.24 (0.55 - 2.69)</p></td> 
       <td class="acenter" width="11.09%"><p style="text-align:center">0.360</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="26.94%"><p style="text-align:center">Pelvic Abscess Drainage</p></td> 
       <td class="acenter" width="17.09%"><p style="text-align:center">1 (0.7%)</p></td> 
       <td class="acenter" width="19.23%"><p style="text-align:center">1 (0.3%)</p></td> 
       <td class="acenter" width="25.64%"><p style="text-align:center">2.01 (0.05 - 78.51)</p></td> 
       <td class="acenter" width="11.09%"><p style="text-align:center">0.560</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="26.94%"><p style="text-align:center">Appendectomy</p></td> 
       <td class="acenter" width="17.09%"><p style="text-align:center">3 (2%)</p></td> 
       <td class="acenter" width="19.23%"><p style="text-align:center">3 (1%)</p></td> 
       <td class="acenter" width="25.64%"><p style="text-align:center">2.02 (0.34 - 11.87)</p></td> 
       <td class="acenter" width="11.09%"><p style="text-align:center">0.320</p></td> 
      </tr> 
     </table>
    </table-wrap>
   </sec>
   <sec id="s3_4">
    <title>3.4. Multivariate Analysis of Risks Increasing the Risk of EP</title>
    <p>All factors that showed significant association with the occurrence of EP were included in the multivariate regression models to study the independence of their effects. <xref ref-type="table" rid="table4">
      Table 4
     </xref> presents the results of a multivariate logistic regression analysis that evaluates the adjusted odds ratios (aOR) for various factors associated with the risk of ectopic pregnancy (EP). Age &gt; 30 years, past history of EUP, surgery for EUP, tobacco use, and number of voluntary abortions (1 - 4) all emerged as significant risk factors for ectopic pregnancy in this analysis. Natural methods of contraception also showed a significant association with an increased risk of EP. Alcohol consumption, cumulative number of sexual partners, and past history of PID were not significant in the final multivariate model, indicating that other factors may better explain the risk of EP.</p>
   </sec>
  </sec><sec id="s4">
   <title>4. Discussion</title>
   <p>This case-control study aimed to identify significant risk factors associated with ectopic pregnancy (EP) in Douala, Cameroon. Our multivariate analysis revealed several key findings related to demographic, reproductive, and lifestyle factors.</p>
   <table-wrap id="table4">
    <label>
     <xref ref-type="table" rid="table4">
      Table 4
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.142723-"></xref>Table 4. Multivariate analysis of risk factors of Ectopic pregnancies.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="custom-bottom-td acenter" width="44.59%"><p style="text-align:center">Variable</p></td> 
      <td class="custom-bottom-td acenter" width="16.91%"><p style="text-align:center">aOR</p></td> 
      <td class="custom-bottom-td acenter" width="19.25%"><p style="text-align:center">95% CI</p></td> 
      <td class="custom-bottom-td acenter" width="19.25%"><p style="text-align:center">p-value</p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="44.59%"><p style="text-align:center">Age &gt; 30 years</p></td> 
      <td class="custom-top-td acenter" width="16.91%"><p style="text-align:center">1.75</p></td> 
      <td class="custom-top-td acenter" width="19.25%"><p style="text-align:center">1.06 - 2.91</p></td> 
      <td class="custom-top-td acenter" width="19.25%"><p style="text-align:center">0.0302</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="44.59%"><p style="text-align:center">Married</p></td> 
      <td class="acenter" width="16.91%"><p style="text-align:center">1.43</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.88 - 2.32</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.1492</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="44.59%"><p style="text-align:center">Housewife</p></td> 
      <td class="acenter" width="16.91%"><p style="text-align:center">1.70</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.91 - 3.18</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.0978</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="44.59%"><p style="text-align:center">Gravidity ≥ 4</p></td> 
      <td class="acenter" width="16.91%"><p style="text-align:center">2.46</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.92 - 7.11</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.753</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="44.59%"><p style="text-align:center">Past history of PID</p></td> 
      <td class="acenter" width="16.91%"><p style="text-align:center">1.45</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.86 - 2.45</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.1621</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="44.59%"><p style="text-align:center">Past history of EUP</p></td> 
      <td class="acenter" width="16.91%"><p style="text-align:center">38.45</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">5.06 - 292.42</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.0004</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="44.59%"><p style="text-align:center">Surgery for EUP</p></td> 
      <td class="acenter" width="16.91%"><p style="text-align:center">37.01</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">4.40 - 310.98</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.0009</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="44.59%"><p style="text-align:center">Alcohol</p></td> 
      <td class="acenter" width="16.91%"><p style="text-align:center">1.67</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.47 - 5.95</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.4256</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="44.59%"><p style="text-align:center">Tobacco</p></td> 
      <td class="acenter" width="16.91%"><p style="text-align:center">3.15</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">1.90 - 5.23</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.0000</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="44.59%"><p style="text-align:center">Condom</p></td> 
      <td class="acenter" width="16.91%"><p style="text-align:center">1.27</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.79 - 2.05</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.3246</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="44.59%"><p style="text-align:center">Natural Methods</p></td> 
      <td class="acenter" width="16.91%"><p style="text-align:center">3.15</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">1.17 - 8.48</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.0234</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="44.59%"><p style="text-align:center">Cumulative sexual partners &gt; 5</p></td> 
      <td class="acenter" width="16.91%"><p style="text-align:center">1.58</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.95 - 2.63</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.0758</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="44.59%"><p style="text-align:center">Number of voluntary abortions (1 - 4)</p></td> 
      <td class="acenter" width="16.91%"><p style="text-align:center">2.36</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">1.47 - 3.80</p></td> 
      <td class="acenter" width="19.25%"><p style="text-align:center">0.0004</p></td> 
     </tr> 
    </table>
   </table-wrap>
   <sec id="s4_1">
    <title>4.1. Socio-Demographic Factors</title>
    <p>The average age of the population in the case group was (31.26 ± 5.81) years, with an age above 30 years being a significant risk factor for EP. This relatively young age has been observed in several studies conducted in low- and middle-income countries (LMICs) <xref ref-type="bibr" rid="scirp.142723-8">
      [8]
     </xref> <xref ref-type="bibr" rid="scirp.142723-17">
      [17]
     </xref> <xref ref-type="bibr" rid="scirp.142723-18">
      [18]
     </xref> and was also noted by Abdullah Karaer in Türkiye <xref ref-type="bibr" rid="scirp.142723-19">
      [19]
     </xref>. While few authors did not find a significant age difference between the EP and intra-uterine pregnancy groups, our findings underscore the importance of considering age-related physiological changes when providing reproductive health counseling.</p>
   </sec>
   <sec id="s4_2">
    <title>4.2. Obstetrical and Gynaecological Factors</title>
    <p>Induced abortions, especially repeated ones, were strong independent predictors of EP in our study. This could be attributed to restrictive abortion laws in the region, which often lead to unsafe abortions carried out by untrained individuals. These unsafe procedures can result in ascending infections, ultimately leading to salpingitis and narrowing the lumen of the fallopian tubes. This reduces the movement of the fertilized ovum towards the uterine cavity, contributing to the risk of EP <xref ref-type="bibr" rid="scirp.142723-8">
      [8]
     </xref>. Similar findings have been reported both in developed countries <xref ref-type="bibr" rid="scirp.142723-5">
      [5]
     </xref> <xref ref-type="bibr" rid="scirp.142723-13">
      [13]
     </xref> and LMICs <xref ref-type="bibr" rid="scirp.142723-9">
      [9]
     </xref> <xref ref-type="bibr" rid="scirp.142723-18">
      [18]
     </xref>-<xref ref-type="bibr" rid="scirp.142723-21">
      [21]
     </xref>.</p>
    <p>In line with previous scientific literature, our study identified the past history of EP and past history of tubal surgery as key predictors of EP. Tubal damage and adhesions resulting from the surgical management of EP or tubal surgery are primary pathophysiological mechanisms leading to the occurrence of EP <xref ref-type="bibr" rid="scirp.142723-22">
      [22]
     </xref>. Studies from both high-income countries and African nations have consistently identified these factors as significant predictors of EP <xref ref-type="bibr" rid="scirp.142723-23">
      [23]
     </xref>-<xref ref-type="bibr" rid="scirp.142723-25">
      [25]
     </xref>.</p>
    <p>Furthermore, a past history of pelvic inflammatory disease (PID) was associated with the occurrence of EP, with the association being stronger when PID was caused by Chlamydia trachomatis, even though not statistically significant. The role of PID and sexually transmitted infections (STIs) in the development of EP has been well-documented globally <xref ref-type="bibr" rid="scirp.142723-7">
      [7]
     </xref> <xref ref-type="bibr" rid="scirp.142723-13">
      [13]
     </xref> <xref ref-type="bibr" rid="scirp.142723-26">
      [26]
     </xref> <xref ref-type="bibr" rid="scirp.142723-27">
      [27]
     </xref>. The high incidence of PID, combined with suboptimal treatment due to poverty in our setting, is a notable contributor to this condition. Tubal damage caused by PID reduces the peristaltic movement of the ovum and impedes sperm migration, which can explain this association.</p>
    <p>The use of intrauterine devices (IUDs) was found to increase the risk of EP by 5.29 times. Other hormonal contraceptives, such as Medroxyprogesterone Acetate (MPA), were also identified as risk factors for EP but without. Although our findings differ from the results of Mindjah et al. in Cameroon <xref ref-type="bibr" rid="scirp.142723-8">
      [8]
     </xref> and Parashi et al. in India, who did not find a significant association between Depo-Provera use and EP risk <xref ref-type="bibr" rid="scirp.142723-28">
      [28]
     </xref>, this discrepancy may be due to the possibility of early conception occurring immediately after discontinuation of MPA. This phenomenon has also been described for other contraceptive methods, such as the Levonorgestrel implant <xref ref-type="bibr" rid="scirp.142723-29">
      [29]
     </xref>. The association of natural contraception with increased EP risk remains controversial in the literature. While authors like Karaer et al. and Zhang et al. corroborate our findings, others like McQueen report no such link <xref ref-type="bibr" rid="scirp.142723-30">
      [30]
     </xref>. The potential explanation for this increased risk with natural methods of contraception is the higher likelihood of unintended pregnancies, which may result in ectopic pregnancies.</p>
    <p>Other factors, such as the number of lifetime sexual partners, early onset of sexual intercourse, being single, and a past history of appendectomy—described by several authors—were not present in our study.</p>
   </sec>
   <sec id="s4_3">
    <title>4.3. Lifestyle Factors</title>
    <p>Tobacco smoking was identified as a predictor of EP in this study, whereas alcohol consumption showed no significant relationship. The link between cigarette smoking and EP due to the harmful effects of nicotine on the cilia of the fallopian tubes, and consequently on the occurrence of EP, has been well-established in European and American studies <xref ref-type="bibr" rid="scirp.142723-16">
      [16]
     </xref>. Our finding was somewhat surprising, as women in our study population typically claim abstention from smoking. This may suggest the impact of passive smoking or the presence of nicotine in other substances consumed in the population’s diet.</p>
   </sec>
   <sec id="s4_4">
    <title>4.4. Study Limitations</title>
    <p>This retrospective study may be subject to recall bias, particularly when gathering reproductive and surgical history. Additionally, its regional scope and the relatively small sample size limit the ability to generalize the findings to the broader population of the nation or continent.</p>
   </sec>
  </sec><sec id="s5">
   <title>5. Conclusion</title>
   <p>In summary, our study identified several risk factors associated with ectopic pregnancy, including advanced maternal age, induced abortions (especially repeated ones), past history of PID (particularly when caused by Chlamydia trachomatis), tubal surgery, and the use of certain contraceptive methods such as IUDs and MPA. Additionally, tobacco smoking emerged as a lifestyle factor that may contribute to the increased risk of EP. These findings emphasize the need for improved sexual and reproductive health education, more accessible and safe abortion services, and better management of sexually transmitted infections to reduce the burden of ectopic pregnancies in Douala, Cameroon.</p>
  </sec><sec id="s6">
   <title>Ethical Considerations</title>
   <p>This study received ethical approval from the Institutional Review Board (IRB) of The Faculty of Health Sciences, Universite des Montagnes, as well as administrative authorization from the management of DGH and DGHOPH. To protect patient confidentiality, all data were coded and anonymized. Verbal consent was obtained from patients who provided information regarding their post-surgery sexual life and self-perception.</p>
  </sec><sec id="s7">
   <title>Availability of Data and Materials</title>
   <p>The datasets (patient medical files) are available at DGH and GOPHD upon reasonable request.</p>
  </sec><sec id="s8">
   <title>Authors’ Contributions</title>
   <p>RT, TNN, FMN, and CTN conceptualized and designed the study. MGT, FKM, and CJNN were responsible for recruiting participants at the study sites. AGSW and HNT also contributed to participant recruitment and provided feedback on the manuscript. The manuscript was written by TNN, RT, TOE, and FMN. HE, GHE, and CTN 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="s9">
   <title>Acknowledgements</title>
   <p>The authors would like to express their 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><sec id="s10">
   <title>Appendix: Data Collection Sheet</title>
   <p>Sheet Number: Telephone Number:</p>
   <p>Initials of the Patient’s Name:</p>
   <p>Case □ Control □</p>
   <sec id="s10_1">
    <title>A. Identification</title>
    <p>1. Age:</p>
    <p>2. Nationality: Cameroonian /</p>
    <p>1 = Yes 2 = No If not, specify your origin:</p>
    <p>3. Region of Origin:</p>
    <p>1 = West 2 = Centre 3 = Littoral 4 = North</p>
    <p>5 = North-West 6 = South-West 7 = South 8 = Far North</p>
    <p>9 = Adamawa 10 = East</p>
    <p>4. Marital Status:</p>
    <p>1 = Single 2 = Married 3 = Widow 4 = Divorced</p>
    <p>5 = Open relationship</p>
    <p>5. Profession:</p>
    <p>1 = Public sector 2 = Private sector 3 = Parapublic sector</p>
    <p>4 = Trader 5 = Pupil 6 = Student</p>
    <p>7 = Housewife</p>
   </sec>
   <sec id="s10_2">
    <title>B. Past History</title>
    <p>Obstetrical</p>
    <p>6. Number of pregnancies:</p>
    <p>Number of children delivered at term:</p>
    <p>7. Number of induced abortions: Number of spontaneous abortions:</p>
    <p>8. Past history of ectopic pregnancy:</p>
    <p>1 = Yes (If yes, specify number: )</p>
    <p>2 = No</p>
    <p>9. Fertility treatment history:</p>
    <p>1 = Yes (Specify: Clomiphene citrate □ Others □ )</p>
    <p>2 = No</p>
    <p>10. In vitro fertilization (IVF) history:</p>
    <p>1 = Yes 2 = No</p>
    <p>Gynecological</p>
    <p>11. Number of cumulative sexual partners:</p>
    <p>12. Endometriosis history:</p>
    <p>1 = Yes 2 = No</p>
    <p>13. Tubal pathology history:</p>
    <p>1 = Yes 2 = No</p>
    <p>14. Contraceptive use history:</p>
    <p>1 = Intrauterine contraceptive device (IUD) 2 = Progesterone-only pills</p>
    <p>3 = Condoms 4 = Others (Specify: )</p>
    <p>15. Pelvic inflammatory disease (PID) history:</p>
    <p>1 = Chlamydia with IgG ≥ 128 2 = Others (Specify: ) 3 = No</p>
    <p>Surgical</p>
    <p>16. Surgical history: (Check all applicable)</p>
    <p>□ Surgery for ectopic pregnancy □ Myomectomy</p>
    <p>□ Cystectomy □ Cesarean section (If yes, number: )</p>
    <p>□ Drainage of pelvic abscess □ Others (Specify: )</p>
    <p>Toxicology</p>
    <p>17. Tobacco use:</p>
    <p>1 = Yes (If yes, specify number of pack-years: ) 2 = No</p>
    <p>18. Alcohol consumption:</p>
    <p>1 = Yes (Check one: □ Absolutely □ Occasionally □ Frequently)</p>
    <p>2 = No</p>
    <p>19. Other past history:</p>
    <p>1 = Yes (If yes, specify: ) 2 = No</p>
   </sec>
   <sec id="s10_3">
    <title>C. Clinical Evaluation</title>
    <p>20. Amenorrhea:</p>
    <p>1 = Yes 2 = No</p>
    <p>21. Pelvic pain:</p>
    <p>1 = Yes 2 = No</p>
    <p>22. Per vaginal bleeding:</p>
    <p>1 = Yes 2 = No</p>
    <p>23. Gestational age (in days):</p>
    <p>1 = ≤42 2 = 42 - 49 3 = ≥49</p>
   </sec>
   <sec id="s10_4">
    <title>D. Anatomic Location of the Ectopic Pregnancy</title>
    <p>24. Tubal location:</p>
    <p>1 = Yes (If yes, specify: □ Left □ Right □ Ampullary □ Isthmic □ Fimbrial □ Interstitial □ Unknown)</p>
    <p>2 = No</p>
    <p>25. Ovarian location:</p>
    <p>1 = Yes 2 = No</p>
    <p>26. Abdominal location:</p>
    <p>1 = Yes 2 = No</p>
    <p>27. Heterotopic location:</p>
    <p>1 = Yes 2 = No</p>
   </sec>
   <sec id="s10_5">
    <title>E. State of the Tubes and Associated Pathology</title>
    <p>28. Ectopic pregnancy state:</p>
    <p>1 = Ruptured 2 = Non-ruptured 3 = Fissurated</p>
    <p>29. Homolateral tube state:</p>
    <p>1 = Normal 2 = Abnormal 3 = Absent 4 = Unknown</p>
    <p>30. Contralateral tube state:</p>
    <p>1 = Normal 2 = Abnormal 3 = Absent 4 = Unknown</p>
    <p>31. Associated pathologies:</p>
    <p>1 = Hydrosalpinx 2 = Uterine fibroid 3 = Ovarian cyst</p>
    <p>4 = Chlamydia cyst 5 = Adhesions 6 = None</p>
   </sec>
   <sec id="s10_6">
    <title>F. Treatment of Ectopic Pregnancy</title>
    <p>32. Medical treatment with methotrexate:</p>
    <p>1 = Yes 2 = No</p>
    <p>33. Route of methotrexate administration:</p>
    <p>1 = Parenteral 2 = Local</p>
    <p>34. Methotrexate protocol:</p>
    <p>1 = Single dose 2 = Multi-dose</p>
    <p>35. Adjuvant treatment with folate:</p>
    <p>1 = Yes 2 = No</p>
    <p>36. Surgical treatment:</p>
    <p>1 = Yes 2 = No</p>
    <p>37. Surgical route:</p>
    <p>1 = Laparotomy 2 = Laparoscopy</p>
    <p>38. Radical surgical management:</p>
    <p>1 = Yes 2 = No</p>
    <p>39. If yes, specify:</p>
    <p>1 = Total salpingectomy 2 = Adnexectomy 3 = Unknown</p>
    <p>40. Conservative surgical treatment:</p>
    <p>1 = Yes 2 = No</p>
    <p>41. If yes, specify:</p>
    <p>1 = Partial salpingectomy</p>
    <p>2 = Tubal expression</p>
    <p>3 = Salpingotomy</p>
    <p>4 = Partial oophorectomy</p>
    <p>5 = Partial salpingectomy plus end-to-end anastomosis</p>
    <p>6 = Unknown</p>
   </sec>
  </sec>
 </body><back>
  <ref-list>
   <title>References</title>
   <ref id="scirp.142723-ref1">
    <label>1</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     American College of Obstetricians and Gynecologists (ACOG) (2018) ACOG Practice Bulletin No. 191: Tubal Ectopic Pregnancy. Obstetrics&amp;Gynecology, 131, e65. &gt;https://doi.org/10.1097/AOG.0000000000002464
    </mixed-citation>
   </ref>
   <ref id="scirp.142723-ref2">
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