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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">aim</journal-id>
      <journal-title-group>
        <journal-title>Advances in Microbiology</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2165-3410</issn>
      <issn pub-type="ppub">2165-3402</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/aim.2026.166013</article-id>
      <article-id pub-id-type="publisher-id">aim-151985</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Biomedical</subject>
          <subject>Life Sciences</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Prevalence of Ocular Infections and the Burden of Multidrug-Resistant Bacteria in Africa: A Systematic Review and Meta-Analysis</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <contrib-id contrib-id-type="orcid">0009-0000-8724-3088</contrib-id>
          <name name-style="western">
            <surname>Sounna</surname>
            <given-names>Mahirou Garba</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Moustapha</surname>
            <given-names>Lamine Mahaman</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Yacouba</surname>
            <given-names>Abdourahamane</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Tapha</surname>
            <given-names>Ounoussa</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Sani</surname>
            <given-names>Ousmane</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Laminou</surname>
            <given-names>Laouali</given-names>
          </name>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Abdou</surname>
            <given-names>Amza</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Mayaki</surname>
            <given-names>Zoubeirou Alzouma</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Laboratory of Ecology and Management of Sahelo-Saharan Biodiversity, Faculty of Science and Technology, André Salifou University of Zinder, Zinder, Niger </aff>
      <aff id="aff2"><label>2</label> Faculty of Health Sciences, Abdou Moumouni University of Niamey, Niamey, Niger </aff>
      <aff id="aff3"><label>3</label> Tropical Microbiology Laboratory, Faculty of Science and Technology, Abdou Moumouni University of Niamey, Niamey, Niger </aff>
      <aff id="aff4"><label>4</label> Clinical Research and Health System Laboratory, Faculty of Health Sciences, André Salifou University of Zinder, Zinder, Niger </aff>
      <author-notes>
        <fn fn-type="conflict" id="fn-conflict">
          <p>The authors declare no conflicts of interest regarding the publication of this paper.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub">
        <day>22</day>
        <month>06</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>06</month>
        <year>2026</year>
      </pub-date>
      <volume>16</volume>
      <issue>06</issue>
      <fpage>237</fpage>
      <lpage>257</lpage>
      <history>
        <date date-type="received">
          <day>14</day>
          <month>04</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>19</day>
          <month>06</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>22</day>
          <month>06</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© 2026 by the authors and Scientific Research Publishing Inc.</copyright-statement>
        <copyright-year>2026</copyright-year>
        <license license-type="open-access">
          <license-p> This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link> ). </license-p>
        </license>
      </permissions>
      <self-uri content-type="doi" xlink:href="https://doi.org/10.4236/aim.2026.166013">https://doi.org/10.4236/aim.2026.166013</self-uri>
      <abstract>
        <p>Ocular infections represent a major public health challenge in Africa, where data on their epidemiology and antimicrobial resistance (AMR) remain fragmentary. This study aimed to synthesize available data on the prevalence, microbial aetiology, and antimicrobial resistance profiles of ocular infections in Africa. This systematic review and meta-analysis were conducted via PubMed, Google Scholar, and AJOL (2000-2025). Pooled prevalence was estimated using a random-effects model. Heterogeneity was assessed using the I<sup>2</sup> statistic. Fifteen studies (5004 specimens) from five African countries were included. The pooled prevalence of ocular infections was 65% (95% CI: 58% - 71%), with significant heterogeneity (I<sup>2</sup> = 97%). Regional prevalence was 61% in East Africa and 74% in West Africa. Gram-positive cocci predominated (69.6%), with <italic>Staphylococcus aureus</italic> (39.6%) and coagulase-negative staphylococci (CoNS) (18.6%). Multidrug resistance (MDR) rates were high: CoNS (63.5%; 95% CI: 58.7% - 68.1%), <italic>Klebsiella pneumoniae</italic> (76%; 95% CI: 56.6% - 88.5%), <italic>Escherich</italic><italic>ia coli</italic> (60.6%), and <italic>S. aureus</italic> (54.7%). Temporal analysis revealed a decline in <italic>S. aureus</italic> and the emergence of CoNS and <italic>K. pneumoniae</italic>. Ocular infections in Africa exhibited high prevalence and alarming multidrug resistance rates, exceeding global estimates, particularly for CoNS and <italic>K. pneumoniae</italic>. These findings underscore the urgency of continental surveillance programs and targeted interventions.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Ocular Infections</kwd>
        <kwd>Antimicrobial Resistance</kwd>
        <kwd>Africa</kwd>
        <kwd>Meta-Analysis</kwd>
        <kwd>Multidrug Resistance</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Ocular infections represent a significant global public health concern, posing a substantial risk of severe vision impairment and blindness when diagnosis and treatment are delayed. This spectrum of conditions, encompassing viral, bacterial, fungal, and parasitic aetiologies, includes conjunctivitis, keratitis, blepharitis, and endophthalmitis, with bacterial pathogens being the most frequently implicated [<xref ref-type="bibr" rid="B1">1</xref>]. Globally, infectious keratitis is a leading cause of preventable blindness, affecting millions each year. The burden of this disease is disproportionately high in low- and middle-income countries, where access to ophthalmic care and antimicrobials may be limited [<xref ref-type="bibr" rid="B2">2</xref>]. The scientific literature demonstrates that a limited bacterial spectrum primarily causes ocular infections: <italic>Staphylococcus aureus</italic>, coagulase-negative staphylococci (CoNS), <italic>Pseudomonas aeruginosa</italic>, <italic>Streptococcus pneum</italic><italic>oniae</italic>, and <italic>Haemophilus</italic><italic>influenzae</italic>. These pathogens predominate in international systematic reviews and in North American and European surveillance networks [<xref ref-type="bibr" rid="B3">3</xref>]-[<xref ref-type="bibr" rid="B5">5</xref>]. Nevertheless, the epidemiological distribution and prevalence of these pathogens vary considerably across regions, influenced by factors such as regional climate, local hygiene practices, and patterns of antibiotic use [<xref ref-type="bibr" rid="B4">4</xref>]. There is a marked deficit of standardized, representative data on ocular infections in Africa, unlike in other regions, where epidemiological surveillance provides clear measures of the importance of pathogens, as is the case with keratitis [<xref ref-type="bibr" rid="B6">6</xref>][<xref ref-type="bibr" rid="B7">7</xref>]. These findings underscore the persistent global burden of bacterial ocular infections and highlight a particularly high frequency in certain African regions, where access to specialized ophthalmic care and appropriate antibiotics constitutes a major public health challenge. Concurrently, the rapid emergence and spread of antimicrobial resistance (AMR) represent one of the most critical global health challenges of the 21st century. Ocular pathogens are not exempt from this concerning trend. A 2023 Ethiopian study documented high rates of resistance to ampicillin, tetracycline, and ciprofloxacin among key ocular isolates, including <italic>Staphylococcus aureus</italic> and <italic>Pseudomonas aeruginosa</italic> [<xref ref-type="bibr" rid="B8">8</xref>]. Furthermore, researchers have highlighted a significant paucity of data concerning the prevalence of ocular infections and local bacterial susceptibility patterns across diverse African settings [<xref ref-type="bibr" rid="B9">9</xref>]. This review is the first to offer a continent-wide overview over such a long period (2000-2025). Confronted with this substantial burden on ocular health, generating contemporary epidemiological data is essential to inform effective clinical decision-making. This systematic review, therefore, aims to synthesize available evidence to provide a comprehensive overview of the prevalence, microbial profiles, and antibiotic susceptibility patterns of ocular infections across the African continent. </p>
    </sec>
    <sec id="sec2">
      <title>2. Methods</title>
      <sec id="sec2dot1">
        <title>2.1. Study Design</title>
        <p>This systematic review and meta-analysis were conducted to synthesize published data on the prevalence and antimicrobial resistance of ocular infections in Africa. The study protocol was registered prospectively on the International Prospective Register of Systematic Reviews (PROSPERO) under the registration number: CRD420251127675. The review is reported in accordance with the PRISMA 2020 (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines to ensure transparency and methodological rigor [<xref ref-type="bibr" rid="B10">10</xref>]. </p>
      </sec>
      <sec id="sec2dot2">
        <title>2.2. Inclusion Period</title>
        <p>To capture contemporary microbial profiles and recent trends in antimicrobial susceptibility among ocular isolates, this review considered data published over the last quarter-century. Consequently, studies published between January 2000 and November 2025 were eligible for inclusion. </p>
      </sec>
      <sec id="sec2dot3">
        <title>2.3. Information Sources</title>
        <p>To ensure comprehensive literature coverage, searches were conducted across multiple electronic databases: PubMed/MEDLINE, Google Scholar, and African Journals Online (AJOL). Additional searches targeted relevant scientific society websites in microbiology and ophthalmology. Furthermore, institutional reports from the World Health Organization (WHO), the Global Action Fund for Fungal Infections (GAFFI), and the Centers for Disease Control and Prevention (CDC) were consulted. </p>
      </sec>
      <sec id="sec2dot4">
        <title>2.4. Search Strategy</title>
        <p>The search strategy employed a combination of Medical Subject Headings (MeSH) terms and keywords, utilizing Boolean operators (AND, OR). For PubMed, the following representative strings were used: </p>
        <p>((((((Eye Infections [MeSH]) OR (Conjunctivitis [MeSH])) OR (Keratitis [MeSH])) AND (Microbial Sensitivity Tests [MeSH])) OR (Drug Resistance, Microbial [MeSH])) AND Africa [MeSH]).((((Eye Infections [MeSH]) AND (Diagnosis, Microbial [MeSH])) OR (Anti-Bacterial Agents/Pharmacology [MeSH])) AND Africa [MeSH]).</p>
        <p>For AJOL and Google Scholar, broader terms such as “<italic>eye infections AND mi</italic><italic>crobiological analysis AND Africa</italic>” were applied to capture regional publications. </p>
      </sec>
      <sec id="sec2dot5">
        <title>2.5. Eligibility Criteria</title>
        <p>The studies were included if they met the following criteria: 1) conducted in an African setting, 2) patients with clinically manifest ocular infections characterized by inflammatory signs, purulent discharge, or symptomatic distress, and 3) reported primary data on microbial prevalence, profile, or antibiotic susceptibility. </p>
        <p>Exclusion criteria involved: 1) non-primary research (systematic reviews, editorials, conference abstracts), 2) primarily measuring bacterial colonization of the ocular surface (e.g., routine preoperative screenings in asymptomatic surgical patients), 3) studies on non-ocular specimens, 4) data published before 2000, and 5) systemic infections with only secondary ocular involvement. </p>
      </sec>
      <sec id="sec2dot6">
        <title>2.6. Study Selection and Quality Assessment</title>
        <p>Reference management and initial de-duplication were performed using Zotero. Records were then imported into the Rayyan platform for blinded screening. Two independent reviewers (M.G.S. and G.S.M.) assessed the methodological quality of the included studies using the Joanna Briggs Institute (JBI) Critical Appraisal Checklist for Prevalence Studies. Discrepancies were resolved through discussion or by a third reviewer (M.L.). Potentially relevant articles underwent full-text review. Finally, the methodological quality of included studies was assessed using the Joanna Briggs Institute (JBI) critical appraisal tool for analytical cross-sectional studies [<xref ref-type="bibr" rid="B11">11</xref>]. </p>
      </sec>
      <sec id="sec2dot7">
        <title>2.7. Study Data Extraction</title>
        <p>A standardized form was used to extract publication year, country, type of ocular infection, sample source, sample size, number of positive cultures, and antimicrobial resistance rates. We specifically recorded whether resistance was defined according to CLSI or EUCAST guidelines to ensure comparability. </p>
      </sec>
      <sec id="sec2dot8">
        <title>2.8. Statistical Analysis</title>
        <p>Meta-analysis was performed using RStudio (version 4.5.2) with the meta package (version 7.0 or higher). Pooled prevalence and resistance rates were estimated using a random-effects model (if I<sup>2</sup> &gt; 50%) or a fixed-effects model (if I<sup>2</sup> ≤ 50%). Effect sizes are presented with their 95% confidence intervals (CI). Subgroup analyses were conducted by African region (East, West, North, South, Central) and by bacterial species to address the geographical variations mentioned in the introduction. The primary outcome was the bacterial culture positivity rate among clinically suspected cases. To ensure rigor, denominators were standardized by analysis: 1) total samples for overall positivity; 2) identified isolates for pathogen distribution; and 3) specific strains tested for resistance and multidrug-resistance (MDR) rates. </p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>3. Results</title>
      <sec id="sec3dot1">
        <title>3.1. Study Selection Flow</title>
        <p>The literature search initially identified 1978 studies. Duplicates were removed using the Rayyan tool. After this step, 1947 unique studies were retained for screening. Following the title and abstract screening, twenty-three (n = 23) studies were deemed fully eligible. Finally, fifteen (n = 15) quality studies were retained. The PRISMA flow diagram (<xref ref-type="fig" rid="fig1">Figure 1</xref>) documents the entire process. </p>
      </sec>
      <sec id="sec3dot2">
        <title>3.2. Characteristics of Included Studies</title>
        <p>This systematic review included 15 cross-sectional studies [<xref ref-type="bibr" rid="B12">12</xref>]-[<xref ref-type="bibr" rid="B26">26</xref>] published between 2003 and 2024. Ethiopia led research production with 9 publications, followed by Nigeria (n = 3), while Egypt, Eritrea, and Tanzania each had one study. Diagnostic methodology relied primarily on standard microbiological culture. Antibiotic susceptibility was tested primarily by disk diffusion. The Clinical and Laboratory Standards Institute (CLSI) guidelines were the most frequently reported. The main characteristics of the studies are detailed in <bold>Table 1</bold>. </p>
        <fig id="fig1">
          <label>Figure 1</label>
          <graphic xlink:href="https://html.scirp.org/file/2272267-rId17.jpeg?20260622030652" />
        </fig>
        <p>Figure 1. PRISMA flow diagram of study selection.</p>
        <p>Table 1. Characteristics of eligible research papers.</p>
        <table-wrap id="tbl1">
          <label>Table 1</label>
          <table>
            <tbody>
              <tr>
                <td>Author</td>
                <td>Country</td>
                <td>Year</td>
                <td>Study Design</td>
                <td>Sampling Site</td>
                <td>Sample Size (N)</td>
                <td>Positive n (%)</td>
                <td>Predominant Pathogens (n)</td>
                <td>Diagnostic Method</td>
                <td>Susceptibility Testing</td>
                <td>Interpretive Criteria</td>
                <td>Reference</td>
              </tr>
              <tr>
                <td>
                  Abebe
                  <italic>et</italic>
                  <italic>al</italic>
                  .
                </td>
                <td>Ethiopia</td>
                <td>2023</td>
                <td>Cross- sectional</td>
                <td>Conjunctiva</td>
                <td>288</td>
                <td>179 (62.2)</td>
                <td>
                  <italic>S. aureus</italic>
                  (95), CoNS (58),
                  <italic>E. coli</italic>
                  (11)
                </td>
                <td>Microbiological culture</td>
                <td>Disk diffusion</td>
                <td>CLSI</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B12">12</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  Adeyaba
                  <italic>et al</italic>
                  .
                </td>
                <td>Nigeria</td>
                <td>2010</td>
                <td>Not specified</td>
                <td>Conjunctiva</td>
                <td>210</td>
                <td>158 (75.2)</td>
                <td>
                  <italic>S. aureus</italic>
                  (72),
                  <italic>S. albus</italic>
                  (42),
                  <italic>P.</italic>
                  <italic>aeruginosa</italic>
                  (20)
                </td>
                <td>Microbiological culture</td>
                <td>Disk diffusion</td>
                <td>Not specified</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B13">13</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  Ahmed
                  <italic>et al</italic>
                  .
                </td>
                <td>Eritrea</td>
                <td>2022</td>
                <td>Cross-sectional</td>
                <td>Cornea</td>
                <td>330</td>
                <td>220 (66.7)</td>
                <td>
                  <italic>S. aureus</italic>
                  (110), CoNS (66),
                  <italic>S. pneumoniae</italic>
                  (33)
                </td>
                <td>Microbiological culture</td>
                <td>Disk diffusion</td>
                <td>CLSI</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B14">14</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  Ayehubizu
                  <italic>et al</italic>
                  .
                </td>
                <td>Ethiopia</td>
                <td>2021</td>
                <td>Cross-sectional</td>
                <td>Conjunctiva</td>
                <td>360</td>
                <td>208 (57.8)</td>
                <td>
                  <italic>S. aureus</italic>
                  (77), CoNS (48),
                  <italic>K. pneumoniae</italic>
                  (28)
                </td>
                <td>Microbiological culture</td>
                <td>Disk diffusion</td>
                <td>CLSI</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B15">15</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  Barakat
                  <italic>et al</italic>
                  .
                </td>
                <td>Egypt</td>
                <td>2019</td>
                <td>Cross-sectional</td>
                <td>Cornea</td>
                <td>843</td>
                <td>277 (32.9)</td>
                <td>
                  <italic>A. flavus</italic>
                  (93),
                  <italic>A.</italic>
                  <italic>niger</italic>
                  (68),
                  <italic>A.</italic>
                  <italic>fumigatus</italic>
                  (51)
                </td>
                <td>Culture + PCR</td>
                <td>Not applied</td>
                <td>Not applied</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B16">16</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  Belyhun
                  <italic>et al</italic>
                  .
                </td>
                <td>Ethiopia</td>
                <td>2018</td>
                <td>Cross-sectional</td>
                <td>Conjunctiva</td>
                <td>210</td>
                <td>131 (62.4)</td>
                <td>
                  CoNS (36),
                  <italic>S.</italic>
                  <italic>aureus</italic>
                  (35),
                  <italic>Pseudomonas</italic>
                  spp. (14)
                </td>
                <td>Microbiological culture</td>
                <td>Disk diffusion</td>
                <td>CLSI</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B17">17</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  Getahun
                  <italic>et al</italic>
                  .
                </td>
                <td>Ethiopia</td>
                <td>2017</td>
                <td>Cross-sectional</td>
                <td>Conjunctiva</td>
                <td>312</td>
                <td>182 (58.3)</td>
                <td>
                  <italic>S. aureus</italic>
                  (96), CoNS (64),
                  <italic>Klebsiella</italic>
                  spp. (9)
                </td>
                <td>Microbiological culture</td>
                <td>Disk diffusion</td>
                <td>CLSI</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B18">18</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>Iyamu and Enabulele</td>
                <td>Nigeria</td>
                <td>2003</td>
                <td>Cross-sectional</td>
                <td>Conjunctiva</td>
                <td>330</td>
                <td>248 (75.2)</td>
                <td>
                  <italic>S. aureus</italic>
                  (150),
                  <italic>E. coli</italic>
                  (31),
                  <italic>P. aeruginosa</italic>
                  (19)
                </td>
                <td>Microbiological culture</td>
                <td>Disk diffusion</td>
                <td>Not specified</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B20">20</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  Diriba
                  <italic>et al</italic>
                  .
                </td>
                <td>Ethiopia</td>
                <td>2020</td>
                <td>Cross-sectional</td>
                <td>Conjunctiva</td>
                <td>319</td>
                <td>147 (46.1)</td>
                <td>
                  <italic>S. aureus</italic>
                  (29), CoNS (41),
                  <italic>P.</italic>
                  <italic>aeruginosa</italic>
                  (10)
                </td>
                <td>Microbiological culture</td>
                <td>Disk diffusion</td>
                <td>CLSI</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B22">22</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  Mohammed
                  <italic>et al</italic>
                  .
                </td>
                <td>Ethiopia</td>
                <td>2020</td>
                <td>Cross-sectional</td>
                <td>Conjunctiva</td>
                <td>332</td>
                <td>198 (59.6)</td>
                <td>
                  <italic>S. aureus</italic>
                  (74), CoNS (57),
                  <italic>E. coli</italic>
                  (17)
                </td>
                <td>Microbiological culture</td>
                <td>Disk diffusion</td>
                <td>CLSI</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B24">24</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  Neway
                  <italic>et al</italic>
                  .
                </td>
                <td>Ethiopia</td>
                <td>2019</td>
                <td>Cross-sectional</td>
                <td>Not specified</td>
                <td>288</td>
                <td>171 (59.4)</td>
                <td>
                  <italic>S. aureus</italic>
                  (63), CoNS (54),
                  <italic>E. coli</italic>
                  (18)
                </td>
                <td>Microbiological culture</td>
                <td>Disk diffusion</td>
                <td>CLSI</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B21">21</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>Okesola and Salako</td>
                <td>Nigeria</td>
                <td>2011</td>
                <td>Cross-sectional</td>
                <td>Conjunctiva</td>
                <td>365</td>
                <td>342 (93.7)</td>
                <td>
                  <italic>S. aureus</italic>
                  (256), CoNS (35),
                  <italic>P.</italic>
                  <italic>aeruginosa</italic>
                  (22)
                </td>
                <td>Microbiological culture</td>
                <td>Disk diffusion</td>
                <td>NCCLS</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B26">26</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  Teweldemedhin
                  <italic>et al</italic>
                  .
                </td>
                <td>Ethiopia</td>
                <td>2017</td>
                <td>Cross-sectional</td>
                <td>Conjunctiva</td>
                <td>270</td>
                <td>180 (66.7)</td>
                <td>
                  <italic>S. aureus</italic>
                  (40), CoNS (31),
                  <italic>P.</italic>
                  <italic>aeruginosa</italic>
                  (21)
                </td>
                <td>Microbiological culture</td>
                <td>Disk diffusion</td>
                <td>CLSI</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B19">19</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  Woreta
                  <italic>et al</italic>
                  .
                </td>
                <td>Ethiopia</td>
                <td>2022</td>
                <td>Cross-sectional</td>
                <td>Conjunctiva</td>
                <td>323</td>
                <td>175 (54.2)</td>
                <td>
                  CoNS (76),
                  <italic>S.</italic>
                  <italic>aureus</italic>
                  (67),
                  <italic>Streptococcus</italic>
                  <italic>viridans</italic>
                  (16)
                </td>
                <td>Microbiological culture</td>
                <td>Disk diffusion</td>
                <td>CLSI</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B23">23</xref>
                  ]
                </td>
              </tr>
              <tr>
                <td>
                  Rukyaa
                  <italic>et al</italic>
                  .
                </td>
                <td>Tanzania</td>
                <td>2024</td>
                <td>Cross-sectional</td>
                <td>Conjunctiva</td>
                <td>224</td>
                <td>175 (78.1)</td>
                <td>
                  <italic>S. epidermidis</italic>
                  (85),
                  <italic>S. aureus</italic>
                  (43),
                  <italic>P.</italic>
                  <italic>aeruginosa</italic>
                  (28).
                </td>
                <td>Microbiological culture</td>
                <td>Disk diffusion</td>
                <td>CLSI</td>
                <td>
                  [
                  <xref ref-type="bibr" rid="B25">25</xref>
                  ]
                </td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec3dot3">
        <title>3.3. Methodological Quality Assessment</title>
        <p>The methodological quality of the included studies was assessed using the Joanna Briggs Institute (JBI) critical appraisal checklist for analytical cross-sectional studies. The results are presented in <bold>Table 2</bold>. Overall, all 15 included studies demonstrated moderate to high methodological quality, with scores ranging from 7 to 9 out of a possible 9. </p>
        <p>Abbreviations: JBI: Joanna Briggs Institute; Q1 - Q9: quality assessment criteria. </p>
        <p>Q1: Was the sampling frame appropriate to address the target population? </p>
        <p>Q2: Were study participants recruited in an appropriate way? </p>
        <p>Q3: Was the sample size adequate? Q4: Were the study subjects and the setting described in detail? Q5: Was the data analysis conducted with sufficient coverage of the identified sample? Q6: Were valid methods used for the identification of the condition? (Identification of bacterial/fungal pathogens) Q7: Was the condition measured in a standard, reliable way for all participants? </p>
        <p>Q8: Was appropriate statistical analysis used? Q9: Was the response rate adequate, and if not, was the low response rate managed appropriately? 1 = Yes, 0 = No. </p>
        <p>Table 2. Quality assessment of included studies using the JBI checklist.</p>
        <table-wrap id="tbl2">
          <label>Table 2</label>
          <table>
            <tbody>
              <tr>
                <td>Authors and Year</td>
                <td>Study Design</td>
                <td>Q1</td>
                <td>Q2</td>
                <td>Q3</td>
                <td>Q4</td>
                <td>Q5</td>
                <td>Q6</td>
                <td>Q7</td>
                <td>Q8</td>
                <td>Q9</td>
                <td>Score</td>
              </tr>
              <tr>
                <td>
                  Diriba
                  <italic>et al</italic>
                  .; 2020
                </td>
                <td>Cross-sectional</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>9</td>
              </tr>
              <tr>
                <td>
                  Ayehubizu
                  <italic>et al</italic>
                  .; 2021
                </td>
                <td>Not specified</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>9</td>
              </tr>
              <tr>
                <td>
                  Barakat
                  <italic>et al</italic>
                  .; 2019
                </td>
                <td>Cross-sectional</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
                <td>1</td>
                <td>1</td>
                <td>8</td>
              </tr>
              <tr>
                <td>
                  Ahmed
                  <italic>et al</italic>
                  .; 2022
                </td>
                <td>Cross-sectional</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>9</td>
              </tr>
              <tr>
                <td>Okesola and Salako; 2011</td>
                <td>Cross-sectional</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>9</td>
              </tr>
              <tr>
                <td>
                  Abebe
                  <italic>et al</italic>
                  .; 2023
                </td>
                <td>Cross-sectional</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>9</td>
              </tr>
              <tr>
                <td>Iyamu et Enabulele; 2023</td>
                <td>Cross-sectional</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
                <td>1</td>
                <td>1</td>
                <td>8</td>
              </tr>
              <tr>
                <td>
                  Mohammed
                  <italic>et al</italic>
                  .; 2020
                </td>
                <td>Cross-sectional</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>9</td>
              </tr>
              <tr>
                <td>
                  Getahun
                  <italic>et al</italic>
                  .; 2017
                </td>
                <td>Cross-sectional</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>9</td>
              </tr>
              <tr>
                <td>
                  Woreta
                  <italic>et al</italic>
                  .; 2022
                </td>
                <td>Cross-sectional</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>9</td>
              </tr>
              <tr>
                <td>
                  Teweldemedhin
                  <italic>et al</italic>
                  .; 2017
                </td>
                <td>Cross-sectional</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>9</td>
              </tr>
              <tr>
                <td>
                  Belyhun
                  <italic>et al</italic>
                  .; 2018
                </td>
                <td>Cross-sectional</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>9</td>
              </tr>
              <tr>
                <td>
                  Adeyaba
                  <italic>et al</italic>
                  .; 2010
                </td>
                <td>Cross-sectional</td>
                <td>1</td>
                <td>0</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
                <td>1</td>
                <td>1</td>
                <td>7</td>
              </tr>
              <tr>
                <td>
                  Neway
                  <italic>et al</italic>
                  .; 2016
                </td>
                <td>Cross-sectional</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>9</td>
              </tr>
              <tr>
                <td>
                  Rukyaa
                  <italic>et al</italic>
                  .; 2024
                </td>
                <td>Cross-sectional</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>1</td>
                <td>0</td>
                <td>8</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec3dot4">
        <title>3.4. Meta-Analysis of the Global Prevalence of Ocular Infections</title>
        <p>The pooled analysis of 15 cross-sectional studies comprising 5004 samples estimated an overall ocular infection prevalence of 65% (95% CI: 58% - 71%), with substantial heterogeneity (I<sup>2</sup> = 97%; p &lt; 0.0001) justifying the use of a random-effects model. Individual study prevalences ranged widely from 33% (95% CI: 30% - 36%) in the study by Barakat <italic>et al</italic>. [<xref ref-type="bibr" rid="B16">16</xref>] to 94% (95% CI: 91% - 96%) in that by Okesola and Salako [<xref ref-type="bibr" rid="B26">26</xref>]. The 95% prediction interval (34% - 87%) confirms the considerable dispersion of potential effects (<xref ref-type="fig" rid="fig2">Figure 2</xref>). </p>
      </sec>
      <sec id="sec3dot5">
        <title>3.5. Subgroup Analysis by Geographical Region</title>
        <p>The pooled prevalence was 61% (95% CI: 56% - 66%) in East Africa [<xref ref-type="bibr" rid="B12">12</xref>][<xref ref-type="bibr" rid="B14">14</xref>][<xref ref-type="bibr" rid="B15">15</xref>][<xref ref-type="bibr" rid="B17">17</xref>]-[<xref ref-type="bibr" rid="B19">19</xref>][<xref ref-type="bibr" rid="B21">21</xref>]-[<xref ref-type="bibr" rid="B25">25</xref>] compared to 74% (95% CI: 42% - 92%) in West Africa [<xref ref-type="bibr" rid="B13">13</xref>][<xref ref-type="bibr" rid="B16">16</xref>][<xref ref-type="bibr" rid="B19">19</xref>][<xref ref-type="bibr" rid="B20">20</xref>], with corresponding heterogeneity of 86% and 99.2%, respectively. Despite these disparities, the test for subgroup differences was not significant (p = 0.40). The very high overall heterogeneity (I<sup>2</sup> = 97%) and the prediction interval confirm the substantial dispersion of potential effects (<xref ref-type="fig" rid="fig3">Figure 3</xref>). </p>
        <fig id="fig2">
          <label>Figure 2</label>
          <graphic xlink:href="https://html.scirp.org/file/2272267-rId18.jpeg?20260622030654" />
        </fig>
        <p>Figure 2. Forest plot of the pooled prevalence of ocular infections with 95% confidence intervals.</p>
        <fig id="fig3">
          <label>Figure 3</label>
          <graphic xlink:href="https://html.scirp.org/file/2272267-rId19.jpeg?20260622030654" />
        </fig>
        <p>Figure 3. Forest plot of the pooled prevalence in East and West Africa.</p>
      </sec>
      <sec id="sec3dot6">
        <title>3.6. Sensitivity Analysis and Heterogeneity According to Sample Size</title>
        <p>The stratified analysis by sample size shows pooled prevalences of 72% (95% CI: 62% - 81%) for small studies (&lt;250), 61% (95% CI: 55% - 67%) [<xref ref-type="bibr" rid="B13">13</xref>][<xref ref-type="bibr" rid="B17">17</xref>][<xref ref-type="bibr" rid="B25">25</xref>] for medium-sized studies (250 - 350) [<xref ref-type="bibr" rid="B12">12</xref>][<xref ref-type="bibr" rid="B14">14</xref>][<xref ref-type="bibr" rid="B18">18</xref>]-[<xref ref-type="bibr" rid="B24">24</xref>], and 68% (95% CI: 23% - 94%) for large studies (&gt;350) [<xref ref-type="bibr" rid="B15">15</xref>][<xref ref-type="bibr" rid="B16">16</xref>][<xref ref-type="bibr" rid="B26">26</xref>], with very high heterogeneity across all subgroups (I<sup>2</sup> = 86.4% to 99.2%). The test for subgroup differences was not significant (<italic>χ</italic><sup>2</sup> = 3.70; p = 0.155), indicating that sample size does not explain the observed variability. Overall heterogeneity remains very high (I<sup>2</sup> = 97%), confirming the substantial dispersion of results (<xref ref-type="fig" rid="fig4">Figure 4</xref>). </p>
        <fig id="fig4">
          <label>Figure 4</label>
          <graphic xlink:href="https://html.scirp.org/file/2272267-rId20.jpeg?20260622030654" />
        </fig>
        <p>Figure 4. Forest plot of the pooled prevalence stratified by study size.</p>
      </sec>
      <sec id="sec3dot7">
        <title>3.7. Prevalence According to the Nature of the Ocular Infection</title>
        <p>The stratified analysis by type of infection showed a prevalence of 62% (95% CI: 55% - 68%) for external eye infections (13 studies, n = 3831) [<xref ref-type="bibr" rid="B12">12</xref>][<xref ref-type="bibr" rid="B15">15</xref>][<xref ref-type="bibr" rid="B18">18</xref>]-[<xref ref-type="bibr" rid="B24">24</xref>][<xref ref-type="bibr" rid="B26">26</xref>], compared to 50% (95% CI: 20% - 80%) for keratitis (2 studies, n = 1173) [<xref ref-type="bibr" rid="B14">14</xref>][<xref ref-type="bibr" rid="B16">16</xref>]. The test for subgroup differences is significant (p = 0.0025), indicating that infection type explains part of the observed variability (<xref ref-type="fig" rid="fig5">Figure 5</xref>). </p>
      </sec>
      <sec id="sec3dot8">
        <title>3.8. Microbiological Profile</title>
        <p>Analysis of the microbiological profile of ocular isolates (n = 3047) revealed a marked predominance of Gram-positive cocci (n = 2122, 69.64%), mainly <italic>Staphylococcus</italic><italic>aureus</italic> (n = 1207, 39.6%) and coagulase-negative staphylococci (n = 566, 18.57%). Gram-negative bacilli constituted the second major pathogenic group (n = 597, 19.59%), dominated by <italic>Escherichia coli</italic> (n = 134, 4.4%) and <italic>Pseudomonas aeru</italic><italic>ginosa</italic> (n = 129, 4.2%), whereas Gram-negative cocci were rare (n = 48, 1.6%). The fungal component (n = 277, 9.09%) was characterized by the predominance of the genus Aspergillus, notably <italic>Aspergillus flavus</italic> (n = 93, 3.05%) (<bold>Table 3</bold>). </p>
      </sec>
      <sec id="sec3dot9">
        <title>3.9. Temporal Evolution of Isolated Pathogens</title>
        <p>Analysis of trends over the 2003-2024 period reveals a significant recomposition of the microbiological landscape of ocular infections. This evolution is characterized by a marked decline in <italic>Staphylococcus aureus</italic>, with its prevalence decreasing </p>
        <fig id="fig5">
          <label>Figure 5</label>
          <graphic xlink:href="https://html.scirp.org/file/2272267-rId21.jpeg?20260622030656" />
        </fig>
        <p>Figure 5. Forest plot of the pooled prevalence stratified by type of infection.</p>
        <p>Table 3. Microbial profile of pathogens isolated from ocular infections.</p>
        <table-wrap id="tbl3">
          <label>Table 3</label>
          <table>
            <tbody>
              <tr>
                <td rowspan="2">Microbial Isolates</td>
                <td colspan="2">Frequencies and Percentage</td>
              </tr>
              <tr>
                <td>n</td>
                <td>%</td>
              </tr>
              <tr>
                <td>
                  <bold>Gram-positive cocci</bold>
                </td>
                <td>
                  <bold>2122</bold>
                </td>
                <td>
                  <bold>69.64</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <italic>Staphylococcus aureus</italic>
                </td>
                <td>1207</td>
                <td>39.61</td>
              </tr>
              <tr>
                <td>
                  Coagulase-negative
                  <italic>Staphylococcus</italic>
                </td>
                <td>566</td>
                <td>18.57</td>
              </tr>
              <tr>
                <td>
                  <italic>Streptococcus pneumoniae</italic>
                </td>
                <td>91</td>
                <td>2.99</td>
              </tr>
              <tr>
                <td>
                  <italic>Staphylococcus epidermidis</italic>
                </td>
                <td>85</td>
                <td>2.79</td>
              </tr>
              <tr>
                <td>
                  <italic>Viridans</italic>
                  group
                  <italic>Streptococcus</italic>
                </td>
                <td>46</td>
                <td>1.51</td>
              </tr>
              <tr>
                <td>
                  <italic>Staphylococcus albus</italic>
                </td>
                <td>42</td>
                <td>1.38</td>
              </tr>
              <tr>
                <td>
                  <italic>Streptococcus</italic>
                  spp.
                </td>
                <td>42</td>
                <td>1.38</td>
              </tr>
              <tr>
                <td>
                  <italic>Streptococcus pyogenes</italic>
                </td>
                <td>24</td>
                <td>0.79</td>
              </tr>
              <tr>
                <td>
                  <italic>Enterococcus</italic>
                  spp.
                </td>
                <td>13</td>
                <td>0.43</td>
              </tr>
              <tr>
                <td>
                  <italic>Streptococcus agalactiae</italic>
                </td>
                <td>5</td>
                <td>0.16</td>
              </tr>
              <tr>
                <td>
                  <italic>β</italic>
                  -hemolytic
                  <italic>Streptococci</italic>
                </td>
                <td>1</td>
                <td>0.03</td>
              </tr>
              <tr>
                <td>
                  <bold>Gram-negative cocci</bold>
                </td>
                <td>
                  <bold>48</bold>
                </td>
                <td>
                  <bold>1.58</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <italic>Moraxella</italic>
                  spp.
                </td>
                <td>23</td>
                <td>0.75</td>
              </tr>
              <tr>
                <td>
                  <italic>Neisseria gonorrhoeae</italic>
                </td>
                <td>17</td>
                <td>0.56</td>
              </tr>
              <tr>
                <td>
                  <italic>Neisseria meningitidis</italic>
                </td>
                <td>8</td>
                <td>0.26</td>
              </tr>
              <tr>
                <td>
                  <bold>Gram-negative bacilli</bold>
                </td>
                <td>
                  <bold>597</bold>
                </td>
                <td>
                  <bold>19.59</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <italic>Escherichia coli</italic>
                </td>
                <td>134</td>
                <td>4.4</td>
              </tr>
              <tr>
                <td>
                  <italic>Pseudomonas aeruginosa</italic>
                </td>
                <td>129</td>
                <td>4.23</td>
              </tr>
              <tr>
                <td>
                  <italic>Klebsiella</italic>
                  spp.
                </td>
                <td>83</td>
                <td>2.72</td>
              </tr>
              <tr>
                <td>
                  <italic>Klebsiella</italic>
                  <italic>pneumoniae</italic>
                </td>
                <td>68</td>
                <td>2.23</td>
              </tr>
              <tr>
                <td>
                  <italic>Haemophilus</italic>
                  <italic>influenzae</italic>
                </td>
                <td>36</td>
                <td>1.18</td>
              </tr>
              <tr>
                <td>
                  <italic>Citrobacter</italic>
                  spp.
                </td>
                <td>31</td>
                <td>1.02</td>
              </tr>
              <tr>
                <td>
                  <italic>Enterobacter</italic>
                  spp.
                </td>
                <td>23</td>
                <td>0.75</td>
              </tr>
              <tr>
                <td>
                  <italic>Proteus</italic>
                  spp.
                </td>
                <td>22</td>
                <td>0.72</td>
              </tr>
              <tr>
                <td>
                  <italic>Pseudomonas</italic>
                  spp.
                </td>
                <td>19</td>
                <td>0.62</td>
              </tr>
              <tr>
                <td>
                  <italic>Proteus</italic>
                  <italic>mirabilis</italic>
                </td>
                <td>15</td>
                <td>0.49</td>
              </tr>
              <tr>
                <td>
                  <italic>Serratia</italic>
                  <italic>marcescens</italic>
                </td>
                <td>10</td>
                <td>0.33</td>
              </tr>
              <tr>
                <td>
                  <italic>Proteus</italic>
                  <italic>vulgaris</italic>
                </td>
                <td>6</td>
                <td>0.2</td>
              </tr>
              <tr>
                <td>
                  <italic>Acinetobacter</italic>
                  spp.
                </td>
                <td>5</td>
                <td>0.16</td>
              </tr>
              <tr>
                <td>
                  <italic>Providencia</italic>
                  <italic>stuartii</italic>
                </td>
                <td>4</td>
                <td>0.13</td>
              </tr>
              <tr>
                <td>
                  <italic>Citrobacter</italic>
                  <italic>freundii</italic>
                </td>
                <td>4</td>
                <td>0.13</td>
              </tr>
              <tr>
                <td>
                  <italic>Klebsiella</italic>
                  <italic>rhinoscleromatis</italic>
                </td>
                <td>2</td>
                <td>0.07</td>
              </tr>
              <tr>
                <td>
                  <italic>Aeromonas</italic>
                  spp.
                </td>
                <td>2</td>
                <td>0.07</td>
              </tr>
              <tr>
                <td>
                  <italic>Plesiomonas</italic>
                  <italic>shigelloides</italic>
                </td>
                <td>1</td>
                <td>0.03</td>
              </tr>
              <tr>
                <td>Others GNB</td>
                <td>3</td>
                <td>0.1</td>
              </tr>
              <tr>
                <td>
                  <bold>Gram-positive</bold>
                  <bold>bacilli</bold>
                </td>
                <td>
                  <bold>3</bold>
                </td>
                <td>
                  <bold>0.1</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Fungi</bold>
                </td>
                <td>
                  <bold>277</bold>
                </td>
                <td>
                  <bold>9.09</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <italic>Aspergillus</italic>
                  <italic>flavus</italic>
                </td>
                <td>93</td>
                <td>3.05</td>
              </tr>
              <tr>
                <td>
                  <italic>Aspergillus</italic>
                  <italic>niger</italic>
                </td>
                <td>68</td>
                <td>2.23</td>
              </tr>
              <tr>
                <td>
                  <italic>Aspergillus</italic>
                  <italic>fumigatus</italic>
                </td>
                <td>51</td>
                <td>1.67</td>
              </tr>
              <tr>
                <td>
                  <italic>Alternaria</italic>
                  spp.
                </td>
                <td>26</td>
                <td>0.85</td>
              </tr>
              <tr>
                <td>
                  <italic>Mucor</italic>
                  species
                </td>
                <td>12</td>
                <td>0.39</td>
              </tr>
              <tr>
                <td>
                  <italic>Fusarium</italic>
                  spp.
                </td>
                <td>8</td>
                <td>0.26</td>
              </tr>
              <tr>
                <td>
                  <italic>Candida</italic>
                  <italic>albicans</italic>
                </td>
                <td>6</td>
                <td>0.2</td>
              </tr>
              <tr>
                <td>
                  <italic>Non</italic>
                  -
                  <italic>albicans</italic>
                  <italic>Candida</italic>
                </td>
                <td>5</td>
                <td>0.16</td>
              </tr>
              <tr>
                <td>
                  <italic>Aspergillus</italic>
                  <italic>terreus</italic>
                </td>
                <td>3</td>
                <td>0.1</td>
              </tr>
              <tr>
                <td>
                  <italic>Aspergillus</italic>
                  <italic>nidulans</italic>
                </td>
                <td>3</td>
                <td>0.1</td>
              </tr>
              <tr>
                <td>
                  <italic>Dematiaceous</italic>
                  <italic>fungi</italic>
                </td>
                <td>2</td>
                <td>0.07</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>from 45% to 27%, paralleled by a dramatic increase in coagulase-negative staphylococci (CoNS), whose isolation rate increased from 0.0% to 24.5%, as well as a notable increase in <italic>Klebsiella pneumoniae</italic>. Furthermore, the appearance of fungal pathogens, with the emergence of the genus <italic>Aspergillus</italic> during the 2019-2021 period, further complicates this evolving picture (<xref ref-type="fig" rid="fig6">Figure 6</xref>). </p>
      </sec>
      <sec id="sec3dot10">
        <title>3.10. Resistance Profiles of Key Clinical Isolates</title>
        <p>Analysis of the heatmap reveals distinct resistance profiles according to species. <italic>Staphyloc</italic><italic>occus aureus</italic> presents a very high level of resistance to <italic>β</italic>-lactams (approximately 75%) and moderate resistance to macrolides (less than 50%). <italic>Pseudomonas aerugi</italic><italic>nosa</italic> displays variable resistance, ranging from 30% to cephalosporins to 100% to macrolides and 75% to <italic>β</italic>-lactams. <italic>Escherichia coli</italic> develops a profile comparable to <italic>P. aeruginosa</italic>, except for cephalosporins, where resistance is very low. Resistance remains moderate against aminoglycosides and fluoroquinolones, with <italic>Streptococcus</italic> escaping the latter family (<xref ref-type="fig" rid="fig7">Figure 7</xref>). </p>
        <fig id="fig6">
          <label>Figure 6</label>
          <graphic xlink:href="https://html.scirp.org/file/2272267-rId22.jpeg?20260622030657" />
        </fig>
        <p>Figure 6. Evolution of the frequency of isolated germs over the years.</p>
        <fig id="fig7">
          <label>Figure 7</label>
          <graphic xlink:href="https://html.scirp.org/file/2272267-rId23.jpeg?20260622030657" />
        </fig>
        <p>Figure 7. Antibiotic susceptibility testing results: percentages of resistant strains isolated from ocular infections, based on multiple studies in Africa.</p>
      </sec>
      <sec id="sec3dot11">
        <title>3.11. Multidrug-Resistant Bacterial Isolates from Ocular Infections</title>
        <p>Among the fifteen studies included in this analysis, eight (comprising 1324 bacterial isolates) [<xref ref-type="bibr" rid="B12">12</xref>][<xref ref-type="bibr" rid="B15">15</xref>][<xref ref-type="bibr" rid="B17">17</xref>]-[<xref ref-type="bibr" rid="B19">19</xref>][<xref ref-type="bibr" rid="B21">21</xref>]-[<xref ref-type="bibr" rid="B23">23</xref>] reported concerning levels of multidrug resistance (MDR). The overall prevalence of multidrug resistance was 53.5% (95% CI: 50.8% - 56.1%). The coagulase-negative staphylococci (CoNS) and <italic>Klebsiella</italic><italic>pneumoniae</italic> displayed the highest MDR rates, reaching 63.5% (95% CI: 58.7% - 68.1%) and 76% (95% CI: 56.6% - 88.5%), respectively. <italic>Escherichia</italic><italic>coli</italic> (60.6%) and <italic>S</italic><italic>taphylococcus</italic><italic>aureus</italic> (54.7%) also showed significant resistance (<bold>Table 4</bold>). </p>
        <p>Table 4. Distribution of multidrug resistance profiles among bacterial isolates from ocular infections in 8 African studies.</p>
        <table-wrap id="tbl4">
          <label>Table 4</label>
          <table>
            <tbody>
              <tr>
                <td rowspan="2">Bacterial Species</td>
                <td colspan="8">Number and Percentage of Antibiotic Classes to Which Isolates Are Resistant</td>
              </tr>
              <tr>
                <td>(n)</td>
                <td>R0 n (%)</td>
                <td>R1 n (%)</td>
                <td>R2 n (%)</td>
                <td>R3 n (%)</td>
                <td>R4 n (%)</td>
                <td>≥R5 n (%)</td>
                <td>MDR % [95% CI]</td>
              </tr>
              <tr>
                <td>
                  <italic>Staphylococcus</italic>
                  <italic>aureus</italic>
                </td>
                <td>503</td>
                <td>13 (2.6)</td>
                <td>52 (10.3)</td>
                <td>114 (22.7)</td>
                <td>124 (24.7)</td>
                <td>86 (17.1)</td>
                <td>65 (12.9)</td>
                <td>54.7 [50.3 - 59]</td>
              </tr>
              <tr>
                <td>
                  <italic>CoNS</italic>
                  *
                </td>
                <td>408</td>
                <td>15 (3.7)</td>
                <td>28 (6.9)</td>
                <td>63 (15.4)</td>
                <td>74 (18.1)</td>
                <td>91 (22.3)</td>
                <td>94 (23)</td>
                <td>63.5 [58.7 - 68.1]</td>
              </tr>
              <tr>
                <td>
                  <italic>Escherichia</italic>
                  <italic>coli</italic>
                </td>
                <td>71</td>
                <td>9 (12.7)</td>
                <td>8 (11.3)</td>
                <td>11 (15.5)</td>
                <td>20 (28.2)</td>
                <td>14 (19.7)</td>
                <td>9 (12.7)</td>
                <td>60.6 [48.9 - 71.1]</td>
              </tr>
              <tr>
                <td>
                  <italic>Streptococcus</italic>
                  <italic>pneumoniae</italic>
                </td>
                <td>45</td>
                <td>4 (8.9)</td>
                <td>9 (20)</td>
                <td>15 (33.3)</td>
                <td>7 (15.6)</td>
                <td>10 (22.2)</td>
                <td>0 (0)</td>
                <td>37.8 [25.1 - 52.4]</td>
              </tr>
              <tr>
                <td>
                  <italic>Pseudomonas</italic>
                  <italic>aeruginosa</italic>
                </td>
                <td>42</td>
                <td>10 (23.8)</td>
                <td>9 (21.4)</td>
                <td>10 (23.8)</td>
                <td>5 (11.9)</td>
                <td>2 (4.8)</td>
                <td>6 (14.3)</td>
                <td>31 [19.1 - 46]</td>
              </tr>
              <tr>
                <td>
                  <italic>Proteus</italic>
                  spp.
                </td>
                <td>37</td>
                <td>3 (8.1)</td>
                <td>7 (18.9)</td>
                <td>13 (35.1)</td>
                <td>9 (24.3)</td>
                <td>1 (2.7)</td>
                <td>4 (10.8)</td>
                <td>37.8 [24.1 - 53.9]</td>
              </tr>
              <tr>
                <td>
                  <italic>Klebsiella</italic>
                  spp.
                </td>
                <td>28</td>
                <td>1 (3.6)</td>
                <td>2 (7.1)</td>
                <td>5 (17.9)</td>
                <td>7 (25)</td>
                <td>7 (25)</td>
                <td>4 (14.3)</td>
                <td>64.3 [45.8 - 79.3]</td>
              </tr>
              <tr>
                <td>
                  <italic>Viridans</italic>
                  <italic>streptococci</italic>
                </td>
                <td>26</td>
                <td>3 (11.5)</td>
                <td>10 (38.5)</td>
                <td>6 (23.1)</td>
                <td>5 (19.2)</td>
                <td>2 (7.7)</td>
                <td>0 (0)</td>
                <td>26.9 [13.7 - 46.1]</td>
              </tr>
              <tr>
                <td>
                  <italic>Klebsiella</italic>
                  <italic>pneumoniae</italic>
                </td>
                <td>25</td>
                <td>4 (16)</td>
                <td>2 (8)</td>
                <td>3 (12)</td>
                <td>12 (48)</td>
                <td>6 (24)</td>
                <td>1 (4)</td>
                <td>76 [56.6 - 88.5]</td>
              </tr>
              <tr>
                <td>
                  <italic>Enterobacter</italic>
                  spp.
                </td>
                <td>23</td>
                <td>2 (8.7)</td>
                <td>4 (17.4)</td>
                <td>8 (34.8)</td>
                <td>4 (17.4)</td>
                <td>5 (21.7)</td>
                <td>0 (0)</td>
                <td>39.1 [22.2 - 59.2]</td>
              </tr>
              <tr>
                <td>
                  <italic>Citrobacter</italic>
                  spp.
                </td>
                <td>22</td>
                <td>4 (18.2)</td>
                <td>6 (27.3)</td>
                <td>4 (18.2)</td>
                <td>5 (22.7)</td>
                <td>2 (9.1)</td>
                <td>1 (4.5)</td>
                <td>36.4 [19.7 - 57]</td>
              </tr>
              <tr>
                <td>
                  <italic>Haemophilus</italic>
                  <italic>influenzae</italic>
                </td>
                <td>22</td>
                <td>3 (13.6)</td>
                <td>7 (31.8)</td>
                <td>8 (36.4)</td>
                <td>3 (13.6)</td>
                <td>1 (4.5)</td>
                <td>0 (0)</td>
                <td>18.2 [7.3 - 38.5]</td>
              </tr>
              <tr>
                <td>
                  <italic>Streptococcus</italic>
                  <italic>pyogenes</italic>
                </td>
                <td>22</td>
                <td>5 (22.7)</td>
                <td>12 (54.5)</td>
                <td>1 (4.5)</td>
                <td>2 (9.1)</td>
                <td>1 (4.5)</td>
                <td>1 (4.5)</td>
                <td>18.2 [7.3 - 38.5]</td>
              </tr>
              <tr>
                <td>
                  <italic>Serratia</italic>
                  <italic>marcescens</italic>
                </td>
                <td>10</td>
                <td>3 (30)</td>
                <td>2 (20)</td>
                <td>2 (20)</td>
                <td>2 (20)</td>
                <td>1 (10)</td>
                <td>0 (0)</td>
                <td>30 [10.8 - 60.3]</td>
              </tr>
              <tr>
                <td>
                  <italic>Streptococcus</italic>
                  <italic>agalactiae</italic>
                </td>
                <td>7</td>
                <td>2 (28.6)</td>
                <td>1 (14.3)</td>
                <td>1 (14.3)</td>
                <td>1 (14.3)</td>
                <td>1 (14.3)</td>
                <td>1 (14.3)</td>
                <td>42.9 [15.8 - 75]</td>
              </tr>
              <tr>
                <td>GLOBAL MDR</td>
                <td>708</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
                <td>-</td>
                <td>53.5 [50.8 - 56.1]</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>*CoNS: Coagulase-negative staphylococci; MDR: Multidrug-resistant (resistant to ≥3 antibiotic classes); R0 - R5: Number of antibiotic classes to which isolates are resistant. </p>
      </sec>
      <sec id="sec3dot12">
        <title>3.12. Egger’s Test of Publication Bias</title>
        <p>Egger’s regression test revealed no significant funnel plot asymmetry (p &gt; 0.05), and the symmetrical distribution of studies around the pooled estimate suggests no major publication bias. Trim-and-fill analysis confirmed the robustness of the findings, with an adjusted estimate nearly identical to the original. However, the limited number of studies (n = 15) reduces the power of these tests, although the comprehensive search strategy minimizes the risk of bias (<xref ref-type="fig" rid="fig8">Figure 8</xref>). </p>
        <fig id="fig8">
          <label>Figure 8</label>
          <graphic xlink:href="https://html.scirp.org/file/2272267-rId24.jpeg?20260622030658" />
        </fig>
        <p>Figure 8. Funnel plot of ocular infection prevalence for publication bias assessment.</p>
      </sec>
    </sec>
    <sec id="sec4">
      <title>4. Discussion</title>
      <p>The meta-analysis revealed a pooled weighted prevalence of positive cultures of 65% (95% CI: 58% - 71%). This estimate was derived using a random-effects model, necessitated by the substantial inter-study heterogeneity (I<sup>2</sup> = 97.0%, p &lt; 0.0001). This significant variability is reflected in the wide range of individual prevalence rates, varying from 33% (95% CI: 30% - 36%) reported in Egypt by Barakat <italic>et</italic><italic>al</italic>. [<xref ref-type="bibr" rid="B16">16</xref>] to 94% (95% CI: 91% - 96%) observed in Nigeria by Okesola and Salako [<xref ref-type="bibr" rid="B26">26</xref>]. The notably low prevalence in the Egyptian study is primarily attributable to its specific focus on fungal keratitis, which typically has a lower incidence than bacterial conjunctival infections [<xref ref-type="bibr" rid="B16">16</xref>]. Conversely, the extremely high prevalence reported in Nigeria (averaging 83% across Nigerian studies) may result from the interplay of environmental factors, behavioral determinants, and barriers to accessing specialized eye care, phenomena frequently documented in resource-limited settings [<xref ref-type="bibr" rid="B13">13</xref>][<xref ref-type="bibr" rid="B20">20</xref>][<xref ref-type="bibr" rid="B26">26</xref>]. More broadly, this variation can be attributed to differences in study populations [<xref ref-type="bibr" rid="B27">27</xref>][<xref ref-type="bibr" rid="B28">28</xref>], diagnostic techniques [<xref ref-type="bibr" rid="B29">29</xref>], geographic locations [<xref ref-type="bibr" rid="B30">30</xref>], and clinical settings [<xref ref-type="bibr" rid="B27">27</xref>]. </p>
      <p>The overall prevalence identified in this review (65%) differs from the national estimates reported in other African syntheses, such as the study by Tilahun <italic>et</italic><italic>al</italic>. in Ethiopia (54.07%) [<xref ref-type="bibr" rid="B31">31</xref>]. Nevertheless, our findings corroborate those of Lottie Brown <italic>et</italic><italic>al</italic>., highlighting a high incidence of ocular infections in developing regions of Africa and Asia, compared with the lower rates observed in Europe [<xref ref-type="bibr" rid="B32">32</xref>]. These geographical and temporal variations are multifactorial; they arise from methodological divergences, climatic disparities influencing pathogen survival, and socio-economic determinants related to healthcare infrastructure accessibility. </p>
      <p>The extreme heterogeneity observed in this meta-analysis (I<sup>2</sup> = 97%; p &lt; 0.0001) reflects the vast diversity of clinical and microbiological contexts across Africa. Clinically, the predominance of global external infections (62%) over isolated keratitis (50%) may be explained by the limited number of studies on keratitis, of which only two were included, one being specifically focused on fungal keratitis. Nevertheless, this difference is consistent with the literature, which highlights the severity and diagnostic specificity of corneal involvement, thereby naturally limiting its statistical prevalence in favor of clinical precision [<xref ref-type="bibr" rid="B33">33</xref>]. The regional analysis revealed a higher prevalence in West Africa (74%) compared to East Africa (61%). This trend may reflect variations in healthcare infrastructure, population density, and climatic conditions. Environmental and socio-economic factors are well-established factors in the transmission of ocular infections [<xref ref-type="bibr" rid="B34">34</xref>][<xref ref-type="bibr" rid="B35">35</xref>]. The lack of statistical significance suggests that intra-regional variability outweighs inter-regional differences, highlighting the multifactorial nature of ocular infections [<xref ref-type="bibr" rid="B36">36</xref>]. Regarding the aetiological profile, <italic>Staphylococcus</italic><italic>aureus</italic> was confirmed as the predominant bacterial pathogen in ocular infections across Africa during the study period, followed by coagulase-negative staphylococci (CoNS). However, this hierarchy of predominance was not uniform across all included studies, revealing notable epidemiological variability. For instance, in Nigeria, the works of Iyamu and Enabulele, and Adeyeba <italic>et</italic><italic>al</italic>. reported no CoNS isolates, suggesting either a distinct local microbial ecology or differences in laboratory identification methods [<xref ref-type="bibr" rid="B13">13</xref>][<xref ref-type="bibr" rid="B20">20</xref>]. More drastically, the study by Barakat <italic>et</italic><italic>al</italic>. in Egypt, which focused on mycotic keratitis, isolated no bacterial species [<xref ref-type="bibr" rid="B16">16</xref>]. These disparities underscore the critical need for standardized microbiological diagnostic protocols to refine epidemiological surveillance across the continent. This systematic review and meta-analysis (n = 3047) corroborates the predominance of Gram-positive cocci (69.64%) reported by Zhang <italic>et</italic><italic>al</italic>. in 2022 [<xref ref-type="bibr" rid="B2">2</xref>][<xref ref-type="bibr" rid="B37">37</xref>], and primarily <italic>Staphylococcus</italic><italic>aureus</italic> (39.61%), in agreement with the international literature [<xref ref-type="bibr" rid="B38">38</xref>][<xref ref-type="bibr" rid="B39">39</xref>]. The proportions of Gram-negative bacilli (19.59%) and filamentous fungi (9.09%) validate established aetiological profiles of severity [<xref ref-type="bibr" rid="B40">40</xref>][<xref ref-type="bibr" rid="B41">41</xref>], while highlighting the critical emergence of multidrug resistance in ophthalmology [<xref ref-type="bibr" rid="B38">38</xref>]. The decline of <italic>Staphylococcus</italic><italic>aureus</italic> in favor of coagulase-negative staphylococci (CoNS) and <italic>Klebsiella</italic><italic>pneumoniae</italic> marks a major epidemiological transition in ocular infections in Africa. Several recent studies, particularly in Ethiopia and Malawi, confirm the emergence of CoNS as the predominant pathogen, now ranking first or second among isolates in cases of conjunctivitis and keratitis [<xref ref-type="bibr" rid="B31">31</xref>][<xref ref-type="bibr" rid="B36">36</xref>]. Concurrently, the emergence of <italic>K.</italic><italic>pneumoniae</italic> is all the more concerning as this pathogen exhibits alarming multidrug resistance profiles [<xref ref-type="bibr" rid="B42">42</xref>], complicating current therapeutic strategies on the continent. The high resistance levels observed in <italic>S.</italic><italic>aureus</italic> and <italic>P.</italic><italic>aeruginosa</italic>, two major ocular pathogens, illustrate the growing challenge of antimicrobial resistance (AMR) in ocular infections. For <italic>S.</italic><italic>aureus</italic>, our results align with African data showing the ineffectiveness of simple penicillins (&gt;80% resistance) [<xref ref-type="bibr" rid="B43">43</xref>][<xref ref-type="bibr" rid="B44">44</xref>]. Regarding <italic>P.</italic><italic>aeruginosa</italic>, the alarming multidrug-resistance (MDR) profiles reported in Sub-Saharan Africa echo our findings [<xref ref-type="bibr" rid="B45">45</xref>], confirming the circulation of resistant strains and the need for enhanced surveillance. The overall prevalence of multidrug resistance (MDR) observed in this review is part of a concerning global trend for ocular health. The 63.5% MDR rate for coagulase-negative staphylococci (CoNS) represents an urgent clinical challenge, comparable to systemic medicine data where MDR rates reach 66% [<xref ref-type="bibr" rid="B46">46</xref>]. Our estimate significantly exceeds the global pooled prevalence of 25% reported by a recent meta-analysis covering 214 studies and sits markedly above the averages observed in Europe (30%) and Asia (21%) [<xref ref-type="bibr" rid="B47">47</xref>]. These disparities may be explained by limited access to last-line antibiotics, frequent antibiotic prescriptions without prior microbiological examination, and inadequate logistical support for adequate analyses. Furthermore, the 64.2% rate observed for <italic>Klebsiella</italic><italic>pneumon</italic><italic>iae</italic> aligns with global concerns about the emergence of hypervirulent, multidrug-resistant strains, whose potential to cause devastating endogenous endophthalmitis is well documented [<xref ref-type="bibr" rid="B48">48</xref>]. </p>
      <p>While this global trend suggests a concerning shift in the ocular microbiological landscape, the scope of our findings must be interpreted in light of several inherent methodological limitations. First, restricted access to major subscription-based databases, such as EMBASE, Scopus, or Web of Science, may have constrained the exhaustiveness of the literature retrieval process. Second, extreme heterogeneity (I<sup>2</sup> = 97%) persisted despite rigorous subgroup analyses, reflecting the profound disparity in clinical settings and diagnostic protocols across the continent. Furthermore, geographic representativeness remains fragmented; available data originated from only five of the 54 African nations, with a disproportionate concentration in East Africa. This limited spatial coverage, coupled with a modest sample size (n = 15), inevitably curtails the statistical power required for a robust assessment of publication bias. From a technical standpoint, the infrequent utilization of advanced molecular biology techniques in primary studies may have obscured emerging resistance mechanisms that conventional phenotypic methods fail to detect. Finally, the lack of standardized criteria for defining multidrug resistance (MDR) across the included studies hinders a rigorous head-to-head comparison of resistance magnitudes between different regions. </p>
    </sec>
    <sec id="sec5">
      <title>5. Conclusion</title>
      <p>This meta-analysis of 15 studies comprising 5004 samples reveals a heavy burden of ocular infections in Africa, with a prevalence exceeding 1 in 2 patients. <italic>Staph</italic><italic>y</italic><italic>lococcus</italic><italic>aureus</italic> predominates (39.6%), followed by coagulase-negative staphylococci (CoNS; 18.6%), with an alarming emergence of CoNS and <italic>Klebsiella</italic><italic>pneumoniae</italic>. Multidrug resistance rates are concerning, at 63.5% for CoNS and 76% for <italic>K.</italic><italic>pneumoniae</italic>, far exceeding global averages. The high heterogeneity (I<sup>2</sup> = 97%) and limited geographic coverage call for: 1) standardized continental surveillance programs, 2) strengthening microbiological diagnostics, 3) promoting antibiotic stewardship in ophthalmology, and 4) further research in under-represented regions. These actions are essential to curb antimicrobial resistance and prevent avoidable blindness in Africa. </p>
    </sec>
    <sec id="sec6">
      <title>Authors’ Contributions</title>
      <p>All named authors have approved the final version of the manuscript and consented to its submission. </p>
    </sec>
    <sec id="sec7">
      <title>Funding</title>
      <p>This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors. </p>
    </sec>
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