<?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">
    aid
   </journal-id>
   <journal-title-group>
    <journal-title>
     Advances in Infectious Diseases
    </journal-title>
   </journal-title-group>
   <issn pub-type="epub">
    2164-2648
   </issn>
   <issn publication-format="print">
    2164-2656
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/aid.2025.153036
   </article-id>
   <article-id pub-id-type="publisher-id">
    aid-144774
   </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>
    Prevalence and Associated Factors of HIV and Syphilis among Inmates in Chad
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Tchonfiene Passiri
      </surname>
      <given-names>
       Patedjoré
      </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>
       Adoum Fouda
      </surname>
      <given-names>
       Abderrazzack
      </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>
       Demal
      </surname>
      <given-names>
       Chantal
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff4"> 
      <sup>4</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Dillah
      </surname>
      <given-names>
       Christian
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff4"> 
      <sup>4</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Abbas
      </surname>
      <given-names>
       Moustapha
      </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>
       Seni
      </surname>
      <given-names>
       Kouanda
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff6"> 
      <sup>6</sup>
     </xref>
    </contrib>
   </contrib-group> 
   <aff id="aff1">
    <addr-line>
     aDepartment of Public Health, Faculty of Sciences and Human Health, University of N’Djamena, N’Djamena, Chad
    </addr-line> 
   </aff> 
   <aff id="aff2">
    <addr-line>
     aDepartment of Biomedical and Pharmaceutical Sciences, Faculty of Human Sciences and Health, University of N’Djamena, N’Djamena, Chad
    </addr-line> 
   </aff> 
   <aff id="aff3">
    <addr-line>
     aFaculty of Science and Technology, Toumai University, N’Djamena, Chad
    </addr-line> 
   </aff> 
   <aff id="aff4">
    <addr-line>
     aMinistry of Public Health and Prevention, N’Djamena, Chad
    </addr-line> 
   </aff> 
   <aff id="aff5">
    <addr-line>
     aNational Council for the Fight against AIDS, N’Djamena, Chad
    </addr-line> 
   </aff> 
   <aff id="aff6">
    <addr-line>
     aInstitut Africain de Santé Publique, Ouagadougou, Burkina Faso
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     18
    </day> 
    <month>
     07
    </month>
    <year>
     2025
    </year>
   </pub-date> 
   <volume>
    15
   </volume> 
   <issue>
    03
   </issue>
   <fpage>
    489
   </fpage>
   <lpage>
    498
   </lpage>
   <history>
    <date date-type="received">
     <day>
      23,
     </day>
     <month>
      June
     </month>
     <year>
      2025
     </year>
    </date>
    <date date-type="published">
     <day>
      11,
     </day>
     <month>
      June
     </month>
     <year>
      2025
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      11,
     </day>
     <month>
      August
     </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>Introduction:</b> HIV and syphilis are among the most prevalent sexually transmitted infections (STIs) worldwide and remain major public health challenges, particularly in Chad. Incarcerated individuals are disproportionately affected due to high-risk behaviors both prior to and during imprisonment. The objective of this study was to analyze the factors associated with HIV and syphilis infections among incarcerated individuals in Chad, to determine the prevalence of HIV and syphilis within the prison population and to identify the sociodemographic and behavioral determinants associated with these infections. 
    <b>Methodology</b>: A secondary analysis was conducted using data from a cross-sectional survey carried out in eight (8) detention facilities across Chad. Descriptive statistics and multivariate logistic regression were used to assess associations between infections and potential risk factors. 
    <b>Results</b>: A total of 615 inmates were included in the study. The prevalence of HIV was 5.2%, and that of syphilis was 2.9%. Multivariate logistic regression revealed significant associations between HIV infection and several variables: older age (≥30 years) (adjusted odds ratio [AOR] = 8.54; 95% CI: 1.27 - 57.8; p = 0.02), being widowed or divorced (AOR = 5.09; 95% CI: 1.18 - 21.8; p = 0.03), and drug use (AOR = 4.23; 95% CI: 1.04 - 17.2; p = 0.04). No statistically significant association was found between any variable and syphilis infection. 
    <b>Conclusion</b>: The prevalence of HIV among inmates in Chad was substantially higher than that of the general population (1.1% in the same year). Risk factors such as older age, marital status, and drug use were significantly associated with HIV infection in prison settings. These findings underscore the need for comprehensive prevention strategies that include targeted education, improved living conditions, and expanded access to testing and treatment for incarcerated individuals.
   </abstract>
   <kwd-group> 
    <kwd>
     HIV
    </kwd> 
    <kwd>
      Syphilis
    </kwd> 
    <kwd>
      Prisoners
    </kwd> 
    <kwd>
      Chad
    </kwd> 
    <kwd>
      Prevalence
    </kwd> 
    <kwd>
      Risk Factors
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>Sexually transmitted infections (STIs), particularly Human Immunodeficiency Virus (HIV) and syphilis, continue to pose serious public health challenges worldwide, especially among marginalized and high-risk populations such as incarcerated individuals. According to UNAIDS, approximately 39.9 million people were living with HIV globally in 2023, with 1.3 million new infections and 630,000 AIDS-related deaths during the same year <xref ref-type="bibr" rid="scirp.144774-1">
     [1]
    </xref>. In West and Central Africa, the burden remains significant, with about 5.1 million people living with HIV, reflecting enduring disparities in prevention, testing, and care access <xref ref-type="bibr" rid="scirp.144774-2">
     [2]
    </xref>.</p>
   <p>Syphilis also remains a major concern, with the WHO estimating over 6 million new cases annually among adults aged 15 - 49 <xref ref-type="bibr" rid="scirp.144774-3">
     [3]
    </xref>. HIV and syphilis interact biologically: syphilitic ulcers can increase susceptibility to HIV, and co-infections complicate both diagnosis and treatment <xref ref-type="bibr" rid="scirp.144774-4">
     [4]
    </xref>.</p>
   <p>Prison settings amplify STI transmission risks due to overcrowding, poor medical infrastructure, high-risk behaviors (e.g., unprotected sex, tattooing, drug use), and limited access to preventive tools and health education <xref ref-type="bibr" rid="scirp.144774-5">
     [5]
    </xref> <xref ref-type="bibr" rid="scirp.144774-6">
     [6]
    </xref>. These are further exacerbated by stigma, criminalization, and health system neglect in many correctional environments <xref ref-type="bibr" rid="scirp.144774-7">
     [7]
    </xref>.</p>
   <p>In sub-Saharan Africa, HIV prevalence among prisoners ranges from 2% to over 30%, often far exceeding the general population rates <xref ref-type="bibr" rid="scirp.144774-8">
     [8]
    </xref> <xref ref-type="bibr" rid="scirp.144774-9">
     [9]
    </xref>. For instance, studies in Côte d’Ivoire, Nigeria, and South Africa have highlighted elevated HIV and syphilis burdens among inmates, linked to both pre-incarceration risk profiles and intra-prison exposure <xref ref-type="bibr" rid="scirp.144774-10">
     [10]
    </xref>.</p>
   <p>However, data on incarcerated populations in Central Africa—particularly Chad—remain scarce. National HIV/syphilis surveillance rarely includes detainees, creating policy blind spots. Prison health systems in Chad are weakly integrated into national programs, and access to testing and treatment remains limited, despite ongoing HIV response initiatives <xref ref-type="bibr" rid="scirp.144774-11">
     [11]
    </xref>.</p>
   <p>This study aims to fill this gap by estimating the prevalence of HIV and syphilis among inmates in Chad and identifying associated socio-demographic and behavioral determinants. Results are expected to inform targeted public health interventions and promote equitable access to testing and treatment in prison settings.</p>
  </sec><sec id="s2">
   <title>2. Materials and Methods</title>
   <sec id="s2_1">
    <title>2.1. Study Design and Setting</title>
    <p>This cross-sectional study was conducted in 2021 across eight major detention centers in Chad: Abéché, N’Djamena, Bongor, Doba, Koumra, Moundou, Korotoro and Sarh. These prisons were selected to reflect regional diversity and incarceration conditions in a national correctional system comprising 41 facilities with an average occupancy rate exceeding 230%.</p>
   </sec>
   <sec id="s2_2">
    <title>2.2. Study Population and Inclusion Criteria</title>
    <p>The target population of this study included inmates from the aforementioned detention facilities in Chad, aged 18 years or older, and incarcerated for at least six months, regardless of their sex or legal status (sentenced or in pretrial detention). All participants provided informed verbal consent prior to inclusion. Recruitment was conducted during the survey period according to the criteria described below.</p>
    <p>The study included:</p>
    <p>Excluded from the study were:</p>
   </sec>
   <sec id="s2_3">
    <title>2.3. Sampling Method and Participant Selection</title>
    <p>A total of 615 inmates were surveyed. A power analysis conducted using Epi Info software (α = 0.05; HIV prevalence: 5.2% vs. 2.0% in Senegalese prisons) demonstrated a statistical power of 85%, confirming that the sample size was adequate to detect statistically significant differences.</p>
    <p>A two-stage cluster sampling method was used to select participants:</p>
    <p>Due to their low numbers, all female inmates were systematically included in the sample to ensure their representativeness in data analysis.</p>
   </sec>
   <sec id="s2_4">
    <title>2.4. Data Collection</title>
    <p>Data was drawn from a national Integrated Biological and Behavioral Surveillance (IBBS) survey and collected electronically using Open Data Kit (ODK). The questionnaire covered sociodemographics, behavioral risks, incarceration history, and knowledge of HIV/STI services.</p>
    <p>Biological testing followed national algorithms:</p>
   </sec>
   <sec id="s2_5">
    <title>2.5. Variables</title>
    <p>Two binary outcomes were defined: HIV serostatus and syphilis serostatus (1 = positive; 0 = negative). Independent variables (<xref ref-type="table" rid="table1">
      Table 1
     </xref>) included age, sex, marital status, education, employment history, substance use, incarceration duration, sexual behavior, and access to prevention programs.</p>
    <table-wrap id="table1">
     <label>
      <xref ref-type="table" rid="table1">
       Table 1
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.144774-"></xref>Table 1. Independent variables used in the study.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td acenter" width="16.98%"><p style="text-align:center">Category</p></td> 
       <td class="custom-bottom-td acenter" width="18.87%"><p style="text-align:center">Variable</p></td> 
       <td class="custom-bottom-td acenter" width="33.27%"><p style="text-align:center">Coding</p></td> 
       <td class="custom-bottom-td acenter" width="31.45%"><p style="text-align:center">Description</p></td> 
      </tr> 
      <tr> 
       <td rowspan="6" class="custom-top-td acenter" width="16.98%"><p style="text-align:center">Behavioral </p><p style="text-align:center">Factors</p></td> 
       <td class="custom-top-td acenter" width="18.87%"><p style="text-align:center">Drug use</p></td> 
       <td class="custom-top-td acenter" width="33.27%"><p style="text-align:center">0 = No, 1 = Yes</p></td> 
       <td class="custom-top-td acenter" width="31.45%"><p style="text-align:center">History of drug use before or </p><p style="text-align:center">during incarceration.</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="18.87%"><p style="text-align:center">Alcohol use</p></td> 
       <td class="acenter" width="33.27%"><p style="text-align:center">0 = No, 1 = Yes</p></td> 
       <td class="acenter" width="31.45%"><p style="text-align:center">History of alcohol consumption, </p><p style="text-align:center">even a single episode.</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="18.87%"><p style="text-align:center">History of STI</p></td> 
       <td class="acenter" width="33.27%"><p style="text-align:center">0 = No, 1 = Yes</p></td> 
       <td class="acenter" width="31.45%"><p style="text-align:center">Prior diagnosis of any sexually </p><p style="text-align:center">transmitted infection.</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="18.87%"><p style="text-align:center">Injection drug use </p><p style="text-align:center">(IDU)</p></td> 
       <td class="acenter" width="33.27%"><p style="text-align:center">0 = No, 1 = Yes</p></td> 
       <td class="acenter" width="31.45%"><p style="text-align:center">Use of injectable drugs at any </p><p style="text-align:center">point.</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="18.87%"><p style="text-align:center">Sexual activity in prison</p></td> 
       <td class="acenter" width="33.27%"><p style="text-align:center">0 = No, 1 = Yes</p></td> 
       <td class="acenter" width="31.45%"><p style="text-align:center">Engaged in sexual intercourse </p><p style="text-align:center">during incarceration.</p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="18.87%"><p style="text-align:center">Shared injection </p><p style="text-align:center">materials</p></td> 
       <td class="custom-bottom-td acenter" width="33.27%"><p style="text-align:center">0 = No, 1 = Yes</p></td> 
       <td class="custom-bottom-td acenter" width="31.45%"><p style="text-align:center">Use of shared or non-sterile </p><p style="text-align:center">injecting equipment.</p></td> 
      </tr> 
      <tr> 
       <td rowspan="3" class="custom-top-td acenter" width="16.98%"><p style="text-align:center">Penal </p><p style="text-align:center">Characteristics</p></td> 
       <td class="custom-top-td acenter" width="18.87%"><p style="text-align:center">Length of </p><p style="text-align:center">incarceration</p></td> 
       <td class="custom-top-td acenter" width="33.27%"><p style="text-align:center">1 = &lt;12 months, 2 = 12 - 24, </p><p style="text-align:center">3 = 24 - 36, 4 = ≥36 months</p></td> 
       <td class="custom-top-td acenter" width="31.45%"><p style="text-align:center">Duration of current prison stay.</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="18.87%"><p style="text-align:center">History of </p><p style="text-align:center">incarceration</p></td> 
       <td class="acenter" width="33.27%"><p style="text-align:center">0 = No, 1 = Yes</p></td> 
       <td class="acenter" width="31.45%"><p style="text-align:center">Any previous imprisonment.</p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="18.87%"><p style="text-align:center">Prison facility</p></td> 
       <td class="custom-bottom-td acenter" width="33.27%"><p style="text-align:center">0 = Klessoum, 1 = Abéché, 2 = Bongor, </p><p style="text-align:center">3 = Koumra, 4 = Moundou, 5 = Sarh, </p><p style="text-align:center">6 = Doba, 7 = Korotoro</p></td> 
       <td class="custom-bottom-td acenter" width="31.45%"><p style="text-align:center">Location of detention.</p></td> 
      </tr> 
      <tr> 
       <td rowspan="3" class="custom-top-td acenter" width="16.98%"><p style="text-align:center">Sociodemographic </p><p style="text-align:center">Factors</p></td> 
       <td class="custom-top-td acenter" width="18.87%"><p style="text-align:center">Occupation</p></td> 
       <td class="custom-top-td acenter" width="33.27%"><p style="text-align:center">0 = Unemployed, 1 = Formal, </p><p style="text-align:center">2 = Informal</p></td> 
       <td class="custom-top-td acenter" width="31.45%"><p style="text-align:center">Employment status prior to </p><p style="text-align:center">incarceration.</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="18.87%"><p style="text-align:center">Age</p></td> 
       <td class="acenter" width="33.27%"><p style="text-align:center">0 = &lt;25, 1 = 25 - 49, 2 = ≥50 years</p></td> 
       <td class="acenter" width="31.45%"><p style="text-align:center">Age group classification.</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="18.87%"><p style="text-align:center">Marital status</p></td> 
       <td class="acenter" width="33.27%"><p style="text-align:center">0 = Single, 1 = Married, </p><p style="text-align:center">2 = Divorced/Widowed</p></td> 
       <td class="acenter" width="31.45%"><p style="text-align:center">Relationship status before </p><p style="text-align:center">imprisonment.</p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="16.98%"><p style="text-align:center"></p></td> 
       <td class="custom-bottom-td acenter" width="18.87%"><p style="text-align:center">Sex</p></td> 
       <td class="custom-bottom-td acenter" width="33.27%"><p style="text-align:center">0 = Male, 1 = Female</p></td> 
       <td class="custom-bottom-td acenter" width="31.45%"><p style="text-align:center">Biological sex.</p></td> 
      </tr> 
      <tr> 
       <td rowspan="2" class="custom-top-td acenter" width="16.98%"><p style="text-align:center">D. Knowledge </p><p style="text-align:center">and Awareness</p></td> 
       <td class="custom-top-td acenter" width="18.87%"><p style="text-align:center">STI prevention </p><p style="text-align:center">knowledge</p></td> 
       <td class="custom-top-td acenter" width="33.27%"><p style="text-align:center">0 = None, 1 = Abstinence, </p><p style="text-align:center">2 = Condom</p></td> 
       <td class="custom-top-td acenter" width="31.45%"><p style="text-align:center">Awareness of STI prevention </p><p style="text-align:center">strategies.</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="18.87%"><p style="text-align:center">HIV/STI </p><p style="text-align:center">sensitization</p></td> 
       <td class="acenter" width="33.27%"><p style="text-align:center">0 = No, 1 = Yes</p></td> 
       <td class="acenter" width="31.45%"><p style="text-align:center">Participation in awareness or </p><p style="text-align:center">education programs during detention.</p></td> 
      </tr> 
     </table>
    </table-wrap>
   </sec>
   <sec id="s2_6">
    <title>2.6. Statistical Analysis</title>
    <p>Data were analyzed using STATA v16.1. Descriptive statistics were used to estimate prevalence. A multivariate analysis was conducted to identify factors associated with HIV and syphilis, with a significance level set at a probability less than 0.05.</p>
   </sec>
   <sec id="s2_7">
    <title>2.7. Ethical Considerations</title>
    <p>The primary study was designed to ensure that participants were protected from any form of stigma, discrimination, or harm. Data collection was conducted in accordance with ethical standards, ensuring confidentiality and informed consent.</p>
    <p>The study received approval from the National Health Research Ethics Committee of Chad, through the National Council for the Fight against AIDS (CNLS).</p>
    <p>For the present secondary analysis, authorization to use the data was formally obtained from the CNLS, under the reference number 0101/PT/CNLS/SEN/24.</p>
   </sec>
  </sec><sec id="s3">
   <title>3. Results</title>
   <sec id="s3_1">
    <title>3.1. Characteristics of the Study Population and Prevalence of HIV and Syphilis</title>
    <table-wrap id="table2">
     <label>
      <xref ref-type="table" rid="table2">
       Table 2
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.144774-"></xref>Table 2. Sociodemographic and behavioral characteristics of detainees.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td acenter" width="48.27%"><p style="text-align:center">Variable</p></td> 
       <td class="custom-bottom-td acenter" width="31.26%"><p style="text-align:center">Category</p></td> 
       <td class="custom-bottom-td acenter" width="9.00%"><p style="text-align:center">n</p></td> 
       <td class="custom-bottom-td acenter" width="11.47%"><p style="text-align:center">%</p></td> 
      </tr> 
      <tr> 
       <td rowspan="2" class="custom-top-td acenter" width="48.27%"><p style="text-align:center">Prevalence</p></td> 
       <td class="custom-top-td acenter" width="31.26%"><p style="text-align:center">HIV</p></td> 
       <td class="custom-top-td acenter" width="9.00%"><p style="text-align:center"></p></td> 
       <td class="custom-top-td acenter" width="11.47%"><p style="text-align:center">5.2</p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="31.26%"><p style="text-align:center">Syphilis</p></td> 
       <td class="custom-bottom-td acenter" width="9.00%"><p style="text-align:center"></p></td> 
       <td class="custom-bottom-td acenter" width="11.47%"><p style="text-align:center">2.9</p></td> 
      </tr> 
      <tr> 
       <td rowspan="2" class="custom-top-td acenter" width="48.27%"><p style="text-align:center">Sex</p></td> 
       <td class="custom-top-td acenter" width="31.26%"><p style="text-align:center">Male</p></td> 
       <td class="custom-top-td acenter" width="9.00%"><p style="text-align:center">565</p></td> 
       <td class="custom-top-td acenter" width="11.47%"><p style="text-align:center">91.87</p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="31.26%"><p style="text-align:center">Female</p></td> 
       <td class="custom-bottom-td acenter" width="9.00%"><p style="text-align:center">50</p></td> 
       <td class="custom-bottom-td acenter" width="11.47%"><p style="text-align:center">8.13</p></td> 
      </tr> 
      <tr> 
       <td rowspan="3" class="custom-top-td acenter" width="48.27%"><p style="text-align:center">Age group</p></td> 
       <td class="custom-top-td acenter" width="31.26%"><p style="text-align:center">&lt;25 years</p></td> 
       <td class="custom-top-td acenter" width="9.00%"><p style="text-align:center">131</p></td> 
       <td class="custom-top-td acenter" width="11.47%"><p style="text-align:center">21.30</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="31.26%"><p style="text-align:center">25 - 49 years</p></td> 
       <td class="acenter" width="9.00%"><p style="text-align:center">461</p></td> 
       <td class="acenter" width="11.47%"><p style="text-align:center">74.96</p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="31.26%"><p style="text-align:center">≥50 years</p></td> 
       <td class="custom-bottom-td acenter" width="9.00%"><p style="text-align:center">23</p></td> 
       <td class="custom-bottom-td acenter" width="11.47%"><p style="text-align:center">3.74</p></td> 
      </tr> 
      <tr> 
       <td rowspan="3" class="custom-top-td acenter" width="48.27%"><p style="text-align:center">Marital Status</p></td> 
       <td class="custom-top-td acenter" width="31.26%"><p style="text-align:center">Single</p></td> 
       <td class="custom-top-td acenter" width="9.00%"><p style="text-align:center">129</p></td> 
       <td class="custom-top-td acenter" width="11.47%"><p style="text-align:center">20.98</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="31.26%"><p style="text-align:center">Married</p></td> 
       <td class="acenter" width="9.00%"><p style="text-align:center">431</p></td> 
       <td class="acenter" width="11.47%"><p style="text-align:center">70.10</p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="31.26%"><p style="text-align:center">Widowed/Divorced</p></td> 
       <td class="custom-bottom-td acenter" width="9.00%"><p style="text-align:center">55</p></td> 
       <td class="custom-bottom-td acenter" width="11.47%"><p style="text-align:center">8.94</p></td> 
      </tr> 
      <tr> 
       <td rowspan="3" class="custom-top-td acenter" width="48.27%"><p style="text-align:center">Education level</p></td> 
       <td class="custom-top-td acenter" width="31.26%"><p style="text-align:center">Primary</p></td> 
       <td class="custom-top-td acenter" width="9.00%"><p style="text-align:center">151</p></td> 
       <td class="custom-top-td acenter" width="11.47%"><p style="text-align:center">43.39</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="31.26%"><p style="text-align:center">Secondary</p></td> 
       <td class="acenter" width="9.00%"><p style="text-align:center">179</p></td> 
       <td class="acenter" width="11.47%"><p style="text-align:center">51.44</p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="31.26%"><p style="text-align:center">Tertiary</p></td> 
       <td class="custom-bottom-td acenter" width="9.00%"><p style="text-align:center">18</p></td> 
       <td class="custom-bottom-td acenter" width="11.47%"><p style="text-align:center">5.17</p></td> 
      </tr> 
      <tr> 
       <td rowspan="2" class="custom-top-td acenter" width="48.27%"><p style="text-align:center">Occupation (Pre-incarceration)</p></td> 
       <td class="custom-top-td acenter" width="31.26%"><p style="text-align:center">Informal sector</p></td> 
       <td class="custom-top-td acenter" width="9.00%"><p style="text-align:center">341</p></td> 
       <td class="custom-top-td acenter" width="11.47%"><p style="text-align:center">55.45</p></td> 
      </tr> 
      <tr> 
       <td class="custom-bottom-td acenter" width="31.26%"><p style="text-align:center">Unemployed</p></td> 
       <td class="custom-bottom-td acenter" width="9.00%"><p style="text-align:center">259</p></td> 
       <td class="custom-bottom-td acenter" width="11.47%"><p style="text-align:center">42.11</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="48.27%"><p style="text-align:center">Alcohol use</p></td> 
       <td class="custom-top-td acenter" width="31.26%"><p style="text-align:center">Yes</p></td> 
       <td class="custom-top-td acenter" width="9.00%"><p style="text-align:center">352</p></td> 
       <td class="custom-top-td acenter" width="11.47%"><p style="text-align:center">57.00</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="48.27%"><p style="text-align:center">Drug use</p></td> 
       <td class="acenter" width="31.26%"><p style="text-align:center">Yes</p></td> 
       <td class="acenter" width="9.00%"><p style="text-align:center">105</p></td> 
       <td class="acenter" width="11.47%"><p style="text-align:center">17.00</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="48.27%"><p style="text-align:center">Injection drug use (IDU)</p></td> 
       <td class="acenter" width="31.26%"><p style="text-align:center">Yes</p></td> 
       <td class="acenter" width="9.00%"><p style="text-align:center">5</p></td> 
       <td class="acenter" width="11.47%"><p style="text-align:center">0.81</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="48.27%"><p style="text-align:center">Sexual activity in prison</p></td> 
       <td class="acenter" width="31.26%"><p style="text-align:center">Yes</p></td> 
       <td class="acenter" width="9.00%"><p style="text-align:center">4</p></td> 
       <td class="acenter" width="11.47%"><p style="text-align:center">0.67</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="48.27%"><p style="text-align:center">Awareness session participation</p></td> 
       <td class="acenter" width="31.26%"><p style="text-align:center">Yes</p></td> 
       <td class="acenter" width="9.00%"><p style="text-align:center">328</p></td> 
       <td class="acenter" width="11.47%"><p style="text-align:center">53.33</p></td> 
      </tr> 
     </table>
    </table-wrap>
    <p>This study included a total of 615 detainees from eight correctional facilities across Chad, exceeding the projected sample size of 564 and resulting in a participation rate of 109%. The population was predominantly male (91.87%), with the majority aged between 25 and 49 years (74.96%) and a mean age of 31 years (range: 18 - 66 years). In terms of marital status, 70.1% were married, 20.98% single, and 8.94% widowed or divorced.</p>
    <p>Participants were primarily drawn from the Klessoum (14.96%) and Korotoro (14.63%) prisons. Educational attainment was generally low, with 51.44% having reached secondary school and 43.39% limited to primary education. Before incarceration, 55.45% of participants worked in the informal sector, while 42.11% were unemployed.</p>
    <p>Regarding incarceration history, over half (53.35%) had been detained for more than 36 months. Sexual activity during incarceration was rarely reported (0.67%). Alcohol use was common (57.00%), followed by drug use (17.00%), while injection drug use was negligible (0.81%). Slightly more than half (53.33%) of inmates had participated in HIV/STI awareness sessions.</p>
    <p>Biological testing revealed an HIV prevalence of 5.2% and a syphilis prevalence of 2.9% among the surveyed population. Among the 24 individuals who tested positive for HIV, 2 (8.33%) were not receiving antiretroviral therapy (ART), and only 4 (18.18%) of those on ART had undergone viral load monitoring, indicating gaps in the continuum of care within the prison health system. (<xref ref-type="table" rid="table2">
      Table 2
     </xref>)</p>
   </sec>
   <sec id="s3_2">
    <title>3.2. Factors Associated with HIV Infection</title>
    <p>Multivariate analysis identified three variables significantly associated with HIV infection in the prison population. First, individuals aged 50 years and older exhibited a significantly higher likelihood of HIV infection compared to younger age groups (adjusted Odds Ratio [aOR] = 8.54; 95% Confidence Interval [CI]: 1.27 - 57.0; p = 0.027). Second, inmates who were widowed or divorced were also at increased risk (aOR = 5.09; 95% CI: 1.18 - 21.8; p = 0.029), suggesting that marital disruption may be a proxy for past exposure to high-risk behaviors or social vulnerability. Finally, drug use was found to be significantly associated with HIV seropositivity (aOR = 4.23; 95% CI: 1.04 - 17.2; p = 0.043), highlighting the role of substance use in increasing vulnerability to HIV transmission within the prison environment (<xref ref-type="table" rid="table3">
      Table 3
     </xref>).</p>
    <table-wrap id="table3">
     <label>
      <xref ref-type="table" rid="table3">
       Table 3
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.144774-"></xref>Table 3. Multivariate analysis of determinants of HIV infection.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td acenter"><p style="text-align:center">Variable</p></td> 
       <td class="custom-bottom-td acenter"><p style="text-align:center">aOR</p></td> 
       <td class="custom-bottom-td acenter"><p style="text-align:center">95% CI</p></td> 
       <td class="custom-bottom-td acenter"><p style="text-align:center">P-value</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter"><p style="text-align:center">Age ≥50 years</p></td> 
       <td class="custom-top-td acenter"><p style="text-align:center">8.54</p></td> 
       <td class="custom-top-td acenter"><p style="text-align:center">1.27 - 57.00</p></td> 
       <td class="custom-top-td acenter"><p style="text-align:center">0.027</p></td> 
      </tr> 
      <tr> 
       <td class="acenter"><p style="text-align:center">Widowed/Divorced</p></td> 
       <td class="acenter"><p style="text-align:center">5.09</p></td> 
       <td class="acenter"><p style="text-align:center">1.18 - 21.80</p></td> 
       <td class="acenter"><p style="text-align:center">0.029</p></td> 
      </tr> 
      <tr> 
       <td class="acenter"><p style="text-align:center">Drug use</p></td> 
       <td class="acenter"><p style="text-align:center">4.23</p></td> 
       <td class="acenter"><p style="text-align:center">1.04 - 17.20</p></td> 
       <td class="acenter"><p style="text-align:center">0.043</p></td> 
      </tr> 
      <tr> 
       <td class="acenter"><p style="text-align:center">Informal sector (vs unemployed)</p></td> 
       <td class="acenter"><p style="text-align:center">0.47</p></td> 
       <td class="acenter"><p style="text-align:center">0.22 - 1.00</p></td> 
       <td class="acenter"><p style="text-align:center">0.051</p></td> 
      </tr> 
     </table>
    </table-wrap>
   </sec>
   <sec id="s3_3">
    <title>3.3. Factors Associated with Syphilis Infection</title>
    <p>No statistically significant associations were observed between syphilis and the independent variables studied. All adjusted p-values exceeded the 0.05 threshold. Although widowed/divorced inmates (aOR = 2.28) and drug users (aOR = 1.37) showed elevated odds of infection, these associations were not statistically significant due to wide confidence intervals and limited sample size. Participation in awareness sessions appeared protective (aOR = 0.61), but this effect also lacked statistical significance (<xref ref-type="table" rid="table4">
      Table 4
     </xref>).</p>
    <table-wrap id="table4">
     <label>
      <xref ref-type="table" rid="table4">
       Table 4
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.144774-"></xref>Table 4. Multivariate analysis of determinants of syphilis infection.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td acenter"><p style="text-align:center">Variable</p></td> 
       <td class="custom-bottom-td acenter"><p style="text-align:center">aOR</p></td> 
       <td class="custom-bottom-td acenter"><p style="text-align:center">95% CI</p></td> 
       <td class="custom-bottom-td acenter"><p style="text-align:center">P-value</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter"><p style="text-align:center">Widowed/Divorced</p></td> 
       <td class="custom-top-td acenter"><p style="text-align:center">2.28</p></td> 
       <td class="custom-top-td acenter"><p style="text-align:center">0.49 - 10.60</p></td> 
       <td class="custom-top-td acenter"><p style="text-align:center">0.290</p></td> 
      </tr> 
      <tr> 
       <td class="acenter"><p style="text-align:center">Female</p></td> 
       <td class="acenter"><p style="text-align:center">1.17</p></td> 
       <td class="acenter"><p style="text-align:center">0.30 - 4.54</p></td> 
       <td class="acenter"><p style="text-align:center">0.820</p></td> 
      </tr> 
      <tr> 
       <td class="acenter"><p style="text-align:center">Drug use</p></td> 
       <td class="acenter"><p style="text-align:center">1.37</p></td> 
       <td class="acenter"><p style="text-align:center">0.36 - 5.14</p></td> 
       <td class="acenter"><p style="text-align:center">0.640</p></td> 
      </tr> 
      <tr> 
       <td class="acenter"><p style="text-align:center">Awareness sessions</p></td> 
       <td class="acenter"><p style="text-align:center">0.61</p></td> 
       <td class="acenter"><p style="text-align:center">0.23 - 1.58</p></td> 
       <td class="acenter"><p style="text-align:center">0.310</p></td> 
      </tr> 
     </table>
    </table-wrap>
   </sec>
  </sec><sec id="s4">
   <title>4. Discussion</title>
   <p>The findings of this study reveal an HIV prevalence of 5.2% and a syphilis prevalence of 2.9% among incarcerated individuals in Chadian prisons—rates significantly higher than the national HIV estimate of approximately 1.0% <xref ref-type="bibr" rid="scirp.144774-1">
     [1]
    </xref>. These results confirm the heightened vulnerability of prison populations, consistent with data from other African contexts. For instance, a study conducted at the Abidjan Remand and Correctional Facility (MACA) in Ivory Coast reported an HIV prevalence of 5.9% <xref ref-type="bibr" rid="scirp.144774-12">
     [12]
    </xref>, while even higher rates have been documented in Iran, with HIV at 14.5% and syphilis at 22.1% <xref ref-type="bibr" rid="scirp.144774-13">
     [13]
    </xref>.</p>
   <p>These elevated rates can be explained by systemic factors inherent to incarceration. Prisons are often overcrowded, unsanitary, and under-resourced in terms of healthcare. High-risk behaviors such as unprotected sex, injecting drug use, and tattooing with non-sterile equipment are common <xref ref-type="bibr" rid="scirp.144774-5">
     [5]
    </xref> <xref ref-type="bibr" rid="scirp.144774-6">
     [6]
    </xref>. In low-resource prison settings, the lack of structured screening programs and persistent HIV-related stigma further delay diagnosis and care, facilitating silent transmission in these closed environments <xref ref-type="bibr" rid="scirp.144774-7">
     [7]
    </xref> <xref ref-type="bibr" rid="scirp.144774-14">
     [14]
    </xref> <xref ref-type="bibr" rid="scirp.144774-15">
     [15]
    </xref>.</p>
   <p>Multivariate analysis identified three significant predictors of HIV infection. The first was age: individuals aged ≥50 years were eight times more likely to be HIV-positive (aOR = 8.54). This finding aligns with studies in Brazil (aOR = 13.3) <xref ref-type="bibr" rid="scirp.144774-16">
     [16]
    </xref> and in North Carolina, USA <xref ref-type="bibr" rid="scirp.144774-17">
     [17]
    </xref>. Several mechanisms may explain this association, including immune senescence, cumulative lifetime sexual exposure, reduced access to or engagement in prevention strategies, and the masking effects of comorbidities common among older prisoners <xref ref-type="bibr" rid="scirp.144774-2">
     [2]
    </xref>.</p>
   <p>The second determinant was marital status. Widowed or divorced inmates had a five-fold higher risk of HIV compared to their married counterparts (aOR = 5.09). This is consistent with research from sub-Saharan Africa where marital disruption is often associated with emotional distress, economic vulnerability, and increased risk behaviors such as transactional sex or exposure to traditional practices like widow inheritance (levirate marriage) <xref ref-type="bibr" rid="scirp.144774-18">
     [18]
    </xref> <xref ref-type="bibr" rid="scirp.144774-19">
     [19]
    </xref>.</p>
   <p>Drug use emerged as the third key factor, significantly associated with HIV infection (aOR = 4.23). This confirms a well-established global trend: drug use—whether injectable or non-injectable—is a strong predictor of HIV in correctional settings <xref ref-type="bibr" rid="scirp.144774-5">
     [5]
    </xref> <xref ref-type="bibr" rid="scirp.144774-20">
     [20]
    </xref>. Behavioral clustering, including multiple sexual partners, low condom use, and unsafe tattooing, may contribute to the elevated risk observed among drug users. In this study, injecting drug use was rarely reported, likely due to underreporting driven by stigma.</p>
   <p>Unlike some studies, biological sex was not significantly associated with HIV infection in this population (aOR = 0.86). In other contexts, particularly where women represent a larger share of the prison population, female inmates often experience a higher HIV burden due to previous exposure to sexual violence, transactional sex, and limited access to prevention <xref ref-type="bibr" rid="scirp.144774-21">
     [21]
    </xref>. In Chad, women represent less than 10% of the prison population, which may limit the statistical power to detect sex-based disparities.</p>
   <p>For syphilis, no variable showed a statistically significant association in the multivariate model. Although widowed/divorced status (aOR = 2.28) and drug use (aOR = 1.37) suggested elevated odds, confidence intervals were wide and p-values were non-significant. This may be attributed to limited sample size and low overall prevalence (&lt;3%), reducing the statistical power of the model. Similar challenges in identifying syphilis-related risk factors have been documented in prison studies from Ethiopia and Nigeria, where underreporting and diagnostic limitations hinder accurate assessment <xref ref-type="bibr" rid="scirp.144774-22">
     [22]
    </xref> <xref ref-type="bibr" rid="scirp.144774-23">
     [23]
    </xref>.</p>
   <p>Several study limitations warrant mention. First, the cross-sectional design precludes conclusions about causality—whether infections were acquired before or during incarceration remains uncertain. Second, the use of secondary data led to considerable missingness for key behavioral variables, such as alcohol and tobacco use. Moreover, social desirability bias may have resulted in underreporting of stigmatized behaviors like same-sex activity or injecting drug use. Finally, syphilis testing was based on rapid diagnostics without confirmatory RPR titers, which may compromise diagnostic sensitivity and specificity.</p>
  </sec><sec id="s5">
   <title>5. Conclusions</title>
   <p>Prisons in Chad pose heightened risks for HIV and syphilis transmission due to overcrowding, insufficient healthcare services, and the prevalence of high-risk behaviors among inmates. This study identified older age, widowed or divorced marital status, and drug use as significant predictors of HIV infection. While no statistically significant factors were associated with syphilis, its prevalence remains a public health concern.</p>
   <p>Addressing these gaps requires targeted screening, harm reduction strategies, and structural reforms. Improving prison health is essential not only for the rights of detainees but also for protecting public health beyond prison walls.</p>
  </sec><sec id="s6">
   <title>Acknowledgements</title>
   <p>We sincerely thank all the inmates who kindly agreed to participate in this study. We also extend our gratitude to the prison authorities, the CNLS team, and our financial and technical partners for their multifaceted support. We equally acknowledge the contributions of both civilian and military health personnel, whose dedication greatly contributed to the success of this study.</p>
  </sec>
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