<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Archiving and Interchange DTD v2.3 20070202//EN" "archivearticle.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="systematic-review" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2024.1390001</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title><italic>Neisseria gonorrhea</italic> in Ethiopia, prevalence among STI suspected patients and its antimicrobial susceptibility: a systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Gobezie</surname> <given-names>Mengistie Yirsaw</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/631786/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Tesfaye</surname> <given-names>Nuhamin Alemayehu</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2591113/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Solomon</surname> <given-names>Tewodros</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2265211/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Demessie</surname> <given-names>Mulat Belete</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Kassa</surname> <given-names>Tesfaye Dessale</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Wendie</surname> <given-names>Teklehaimanot Fentie</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1483454/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Alemayehu</surname> <given-names>Ermiyas</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2247233/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Hassen</surname> <given-names>Minimize</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Clinical Pharmacy, School of Pharmacy, College of Medicine and Health Sciences, Wollo University</institution>, <addr-line>Dessie</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Clinical Pharmacy, College of Health Sciences, Mekelle University</institution>, <addr-line>Mekelle</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Medical Laboratory Sciences, College of Medicine and Health Sciences, Wollo University</institution>, <addr-line>Dessie</addr-line>, <country>Ethiopia</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Andreas Erich Zautner, University Hospital Magdeburg, Germany</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Okon Okwong Kenneth, Federal Medical Center Makurdi, Nigeria</p>
<p>Hagen Frickmann, Bundeswehr Hospital Hamburg, Germany</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Mengistie Yirsaw Gobezie, <email>zemen.girum@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1390001</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>02</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Gobezie, Tesfaye, Solomon, Demessie, Kassa, Wendie, Alemayehu and Hassen.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Gobezie, Tesfaye, Solomon, Demessie, Kassa, Wendie, Alemayehu and Hassen</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Introduction</title>
<p><italic>Neisseria gonorrhea</italic> (<italic>N. gonorrhea</italic>) represents a significant causative agent of sexually transmitted infections (STIs), posing considerable global health challenges. Despite the presence of diagnostic tools and empirically guided therapies, the escalating AMR of <italic>N. gonorrhea</italic> continues to pose a threat. This study aims to assess the prevalence of <italic>N. gonorrhea</italic> among STI suspected patients in Ethiopia and explore the patterns of AMR to common antimicrobials.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>Following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, we conducted a systematic review and meta-analysis. A thorough search of electronic databases from July 11 to July 24, 2023, identified 10 eligible studies. Data were extracted and analyzed using a random-effects model. Heterogeneity was assessed using the I<sup>2</sup> statistic, and publication bias was evaluated through Egger&#x2019;s regression test and funnel plots.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>The overall pooled prevalence of <italic>N. gonorrhea</italic> among STI suspected patients in Ethiopia was 20% (95% confidence interval (CI): 8&#x2013;30, I<sup>2</sup>&#x2009;=&#x2009;99.0%; <italic>p</italic>-value &#x003C;0.001). Substantial regional variations were observed, with the highest prevalence in Addis Ababa (55, 95% CI: 45&#x2013;65) and the lowest in the Southern Nations, Nationalities, and Peoples&#x2019; Region (SNNPR) (4, 95% CI: 2&#x2013;8). The pooled prevalence of AMR to ciprofloxacin, ceftriaxone, azithromycin, benzylpenicillin, tetracycline, and spectinomycin was 37, 9, 10, 79, 93, and 2%, respectively. Significant heterogeneity existed between studies (I<sup>2</sup>&#x2009;=&#x2009;99.0%; <italic>p</italic> value &#x003C;0.001). Publication bias, identified through funnel plot examination and Egger&#x2019;s regression test (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), execution of trim and fill analysis resulted in an adjusted pooled prevalence of (6.2, 95% CI: &#x2212;6.8 to 19.3).</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>The prevalence of <italic>N. gonorrhea</italic> among STI suspected patients in Ethiopia is alarming, particularly in specific regions. The elevated AMR to ciprofloxacin underscores the immediate need for alternative treatment options and enhanced surveillance systems. Future initiatives should prioritize strengthening laboratory capacities and implementing targeted interventions to curtail <italic>N. gonorrhea</italic> transmission and prevent the emergence of AMR.</p>
</sec>
<sec>
<title>Systematic Review Registration</title>
<p><ext-link xlink:href="https://www.crd.york.ac.uk/prospero" ext-link-type="uri">https://www.crd.york.ac.uk/prospero</ext-link>, identifier CRD42023459698.</p>
</sec>
</abstract>
<kwd-group>
<kwd>
<italic>Neisseria gonorrhea</italic>
</kwd>
<kwd>prevalence</kwd>
<kwd>antimicrobial susceptibility</kwd>
<kwd>systematic review</kwd>
<kwd>meta-analysis</kwd>
<kwd>sexually transmitted infections</kwd>
<kwd>Ethiopia</kwd>
</kwd-group>
<counts>
<fig-count count="7"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="43"/>
<page-count count="12"/>
<word-count count="6101"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Antimicrobials, Resistance and Chemotherapy</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<title>Introduction</title>
<p><italic>Neisseria gonorrhea</italic> is a Gram-negative diplococcus bacterium that causes one of the most prominent (STIs called gonorrhea; <xref ref-type="bibr" rid="ref38">Whittles et al., 2018</xref>; <xref ref-type="bibr" rid="ref41">Yakobi and Pooe, 2022</xref>). Worldwide, about 87 million incident gonorrhea cases happened among persons aged 15&#x2013;49&#x2009;years with an incidence rate of 26/1,000 men. The same evidence spotlighted that, in 2016, roughly more than 1 million STIs were acquired daily globally with 30 million documented cases of <italic>N. gonorrhea</italic> (<xref ref-type="bibr" rid="ref25">Rowley et al., 2019</xref>). Besides, <italic>N. gonorrhea</italic> is known to cause male urethritis, female endocervicitis, and fatal reproductive complications such as infertility, miscarriage, ectopic pregnancy, pelvic inflammatory disease, and epididymitis that will eventually lead to substantial morbidity and mortality (<xref ref-type="bibr" rid="ref5">Cohen, 2012</xref>).</p>
<p>In most of the developing countries, including Ethiopia, STI treatment is based on a syndromic management approach. This is mainly due to the shortage of laboratory equipment and resources in primary health care facilities which serves as an initial point of contact for entertaining STI cases (<xref ref-type="bibr" rid="ref8">Feglo and Opoku, 2014</xref>). Empirical antibiotic therapy remains the gold standard treatment for <italic>N. gonorrhea</italic> infections owing to the lack of appropriate laboratory facilities for undergoing advanced microbiological tests like culture and sensitivity testing, and the higher cost of laboratory services (<xref ref-type="bibr" rid="ref1">Acheampong et al., 2018</xref>). Although the syndromic approach has well-established financial merits, it is also questioned for its enormous contribution to the emergence of AMR (<xref ref-type="bibr" rid="ref35">Ventola, 2015</xref>).</p>
<p>Recently, the progressive development and spread of <italic>N. gonorrhea</italic> AMR pose a significant sexual health threat across the globe (<xref ref-type="bibr" rid="ref37">Whiley et al., 2012</xref>; <xref ref-type="bibr" rid="ref33">Unemo and Shafer, 2014</xref>). Because of the widespread resistance to potent antibiotics such as sulfonamides, penicillin, tetracycline, and quinolones, the recent therapeutic alternatives for <italic>N. gonorrhea</italic> infections have been severely hampered (<xref ref-type="bibr" rid="ref22">Olsen et al., 2013</xref>; <xref ref-type="bibr" rid="ref18">Lebedzeu et al., 2015</xref>). A nascent study reported a prodigious degree of <italic>N. gonorrhea</italic> resistance to commonly used antibiotics in Sub-Saharan countries (<xref ref-type="bibr" rid="ref31">Tadesse et al., 2017</xref>), while globally, new and untreated cases of <italic>N. gonorrhea</italic> infections are astoundingly rising due to treatment failures and the disease&#x2019;s asymptomatic nature (<xref ref-type="bibr" rid="ref20">Lovett and Duncan, 2019</xref>; <xref ref-type="bibr" rid="ref28">Springer and Salen, 2023</xref>). Consequently, to stem down infection rate, various concerned stakeholders including the World Health Organization (WHO), the United States of America Centers for Disease Control and Prevention (USA-CDC), and other regulatory bodies have designed global action plans (<xref ref-type="bibr" rid="ref40">World Health Organization, 2012</xref>). The WHO advocated that national <italic>N. gonorrhea</italic> AMR surveillance should be conducted at regular intervals and treatment modification must be implemented if the observed resistance prevalence is above 5% for any antibiotics (<xref ref-type="bibr" rid="ref40">World Health Organization, 2012</xref>; <xref ref-type="bibr" rid="ref33">Unemo and Shafer, 2014</xref>). However, this stringent recommendation is not affordable to many developing countries.</p>
<p>Therefore, this systematic review and meta-analysis aim to synthesize the available evidence on the prevalence of <italic>N. gonorrhea</italic> among STI suspected patients in Ethiopia and assess its antimicrobial susceptibility profile. By consolidating this information, we seek to provide insights that can inform policy-makers, healthcare providers, and researchers in Ethiopia and beyond, toward the development of effective strategies for <italic>N. gonorrhea</italic> control and management in resource-limited settings.</p>
</sec>
<sec sec-type="methods" id="sec6">
<title>Methods</title>
<sec id="sec7">
<title>Reporting</title>
<p>The study adhered to the Preferred Reporting Items for Systematic Reviews and Meta-analysis (PRISMA) (<xref ref-type="bibr" rid="ref19">Liberati et al., 2009</xref>) guideline for reporting. Furthermore, the protocol for this systematic review and meta-analysis has been registered in the Prospero database under the registration number PROSPERO 2023: CRD42023459698.</p>
</sec>
<sec id="sec8">
<title>Databases and search strategy</title>
<p>A comprehensive search was conducted in electronic databases including PubMed, Google Scholar, Hinari, SCOPUS, and EMBASE from July 11&#x2013;24, 2023. The search strategy was collaboratively developed by two study authors, and its execution was carried out by another two individuals from June 20 to July 10, 2023. The search utilized specific terms such as <italic>Neisseria gonorrhea</italic>, <italic>N. gonorrhea</italic>, <italic>Micrococcus gonorrhea</italic>, <italic>Gonococcus</italic>, Sexually transmitted infection, sexually transmitted disease, STI, STD, and Ethiopia. Boolean operators &#x201C;AND&#x201D; and &#x201C;OR&#x201D; were employed in the search strings.</p>
</sec>
<sec id="sec9">
<title>Inclusion and exclusion criteria</title>
<p>The search encompassed studies published from January 1, 2010, to July 11, 2023. Inclusion criteria comprised studies meeting the following conditions: (I) investigations involving suspected STI patients or reporting antimicrobial susceptibility of <italic>Neisseria gonorrhea</italic>; (II) observational studies, encompassing cross-sectional studies, cohorts, randomized controlled trials, or surveillance designs; (III) studies conducted in Ethiopia; (IV) studies published in the English language. Exclusion criteria encompassed case reports, case&#x2013;control studies, reviews, commentaries, and editorials. Additionally, conference abstracts were not included in the search.</p>
</sec>
<sec id="sec10">
<title>Study selection and quality assessment</title>
<p>We employed Endnote version 20.5 (<xref ref-type="bibr" rid="ref11">Gotschall, 2021</xref>). Reference Manager to eliminate duplicated studies. The titles and abstracts were independently screened by two authors (MY and TD) to determine which articles should undergo a full-text review. The full text of the remaining articles was then obtained, and two investigators, EA and MH, independently assessed them for eligibility. The quality of the studies was evaluated using the JBI critical appraisal checklist for studies reporting prevalence data (<xref ref-type="bibr" rid="ref14">Institute JB, 2017</xref>). The following criteria were utilized for appraising the selected studies: (I) Appropriateness of the sampling frame for addressing the target population, (II) Appropriateness of the study participants&#x2019; sampling technique and adequacy of the sample size, (III) Detailed description of study subjects and setting, (IV) Sufficient analysis of the data and validity reliability of methods used for measuring AMR and the prevalence of <italic>N. gonorrhea</italic>, (V) Appropriateness of the statistical analysis used and adequacy of the sample size. Disagreements were resolved through consensus. Studies scoring five and above out of nine were considered to have a low risk.</p>
</sec>
<sec id="sec11">
<title>Data extraction</title>
<p>Data extraction was conducted by two authors (MY and MH) following the established data extraction format. Whenever discrepancies arose, the procedure was repeated to ensure accuracy. The identified articles that met our inclusion criteria were then compiled into tables by TD, TS, and NA. These tables included information on authors, study period, publication year, study design, study setting, study population, study region, sample size, number of <italic>N. gonorrhea</italic> isolates, AMR prevalence for tested antimicrobials, and the antimicrobial sensitivity test method. It&#x2019;s important to note that not all studies provided information on AMR or prevalence.</p>
</sec>
<sec id="sec12">
<title>Outcome of interest</title>
<p>The study aimed to investigate two primary outcomes concerning <italic>N. gonorrhea</italic> among individuals suspected of STI in Ethiopia. Firstly, the study focused on determining the prevalence of <italic>N. gonorrhea</italic>. This was calculated by dividing the number of <italic>N. gonorrhea</italic>-positive individuals by the total number of individuals tested, with each prevalence data point pooled to estimate its overall prevalence. Secondly, the study examined the antimicrobial resistance profiles of <italic>N. gonorrhea</italic> against specific antibiotics. To assess the pooled prevalence of antimicrobial resistance for <italic>N. gonorrhea</italic> for selected antimicrobials, all included primary studies for this meta-analysis adhered to the Clinical and Laboratory Standards Institute (CLSI) guidelines as a standardized approach. The selected antibiotics for testing discs in the included primary studies were penicillin (10&#x2009;IU), tetracycline (30&#x2009;&#x03BC;g), ciprofloxacin (5&#x2009;&#x03BC;g), ceftriaxone (30&#x2009;&#x03BC;g), spectinomycin (100&#x2009;&#x03BC;g), and azithromycin (15&#x2009;&#x03BC;g).</p>
</sec>
<sec id="sec13">
<title>Data analysis</title>
<p>To estimate the prevalence of <italic>N. gonorrhea</italic> among suspected STI patients and its AMR prevalence for tested antimicrobials, we employed a weighted inverse variance random-effects model (<xref ref-type="bibr" rid="ref7">DerSimonian and Kacker, 2007</xref>). Subgroup analysis based on the region where the studies were conducted was conducted to adjust for variation in pooled prevalence estimates. Heterogeneity among studies was evaluated using a forest plot, meta-regression, and the I<sup>2</sup> statistic, where values of 25, 50, and 75% represented low, moderate, and high heterogeneity, respectively (<xref ref-type="bibr" rid="ref13">Higgins et al., 2003</xref>). The significance of heterogeneity was assessed through a Q test, with a <italic>p</italic>-value less than 0.05 indicating significance.</p>
<p>The findings were visually presented using a forest plot. To assess publication bias, a Funnel plot, and Egger&#x2019;s regression test were employed, with a <italic>p</italic>-value less than 0.05 in Egger&#x2019;s test suggesting significant publication bias. Additionally, Trim and fill analysis were applied to check for publication bias (<xref ref-type="bibr" rid="ref23">Peters et al., 2006</xref>). A sensitivity analysis was conducted to ensure the stability of the summary estimate. The meta-analysis was performed using STATA version 17 (<xref ref-type="bibr" rid="ref27">StataCorp, 2023</xref>) Statistical software.</p>
</sec>
</sec>
<sec sec-type="results" id="sec14">
<title>Results</title>
<sec id="sec15">
<title>Characteristics of included studies</title>
<p>A total of 155 potential studies were identified, comprising 23 articles from PubMed, 18 from Hinari (research4life), 19 from EMBASE, 45 from Scopus, and 50 from various other sources. The outcomes of the search and the reasons for exclusion during the study selection process are depicted in <xref ref-type="fig" rid="fig1">Figure 1</xref>. Ultimately, 10 articles were included to evaluate the prevalence of <italic>N. gonorrhea</italic> among suspected STI patients in Ethiopia. All the included studies adopted a cross-sectional study design, with three of them specifically conducted in the Amhara region (<xref ref-type="bibr" rid="ref32">Tibebu et al., 2013</xref>; <xref ref-type="bibr" rid="ref21">Mulu et al., 2015</xref>; <xref ref-type="bibr" rid="ref10">Geremew et al., 2017</xref>; <xref ref-type="bibr" rid="ref42">Yeshanew and Geremew, 2018</xref>), one in Oromia (<xref ref-type="bibr" rid="ref26">Sahile et al., 2020</xref>), two in SNNPR (<xref ref-type="bibr" rid="ref12">Hailemariam et al., 2013</xref>; <xref ref-type="bibr" rid="ref30">Tadele et al., 2019</xref>; <xref ref-type="bibr" rid="ref43">Zenebe et al., 2021</xref>), two in Addis Ababa (<xref ref-type="bibr" rid="ref9">Fentaw et al., 2020</xref>; <xref ref-type="bibr" rid="ref3">Ayalew et al., 2022</xref>), one in Gambella (<xref ref-type="bibr" rid="ref2">Ali et al., 2016</xref>) and one in Tigray (<xref ref-type="bibr" rid="ref15">Kahsay et al., 2023</xref>). The prevalence of antimicrobial-resistant <italic>N. gonorrhea</italic> for specific antibacterial agents was reported in nine studies. The study encompassed a total of 3,558 participants, including 2,799 individuals suspected of having STIs and 759 asymptomatic individuals who participated in the included studies. <xref ref-type="table" rid="tab1">Table 1</xref> provides an overview of the characteristics of the included studies.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>PRISMA flow diagram of the included studies for the systematic review and meta-analysis of the prevalence of <italic>Neisseria gonorrhea</italic> among STI suspected patients in Ethiopia.</p>
</caption>
<graphic xlink:href="fmicb-15-1390001-g001.tif"/>
</fig>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Characteristics of studies included for the systematic review and meta-analysis of the prevalence of <italic>N. gonorrhea</italic> among STI suspected patients in Ethiopia.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Authors</th>
<th align="left" valign="top">Study period</th>
<th align="left" valign="top">Year of publication</th>
<th align="left" valign="top">Regions</th>
<th align="left" valign="top">Study design</th>
<th align="left" valign="top">Study setting</th>
<th align="left" valign="top">Study population</th>
<th align="left" valign="top">Sample size</th>
<th align="left" valign="top">NNG isolates</th>
<th align="left" valign="top">Standards used</th>
<th align="left" valign="top">AST employed</th>
<th align="left" valign="top">Risk of bias</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Hailemariam et al.</td>
<td align="center" valign="top">2010&#x2013;11</td>
<td align="center" valign="top">2013</td>
<td align="center" valign="top">SNNPR</td>
<td align="center" valign="top">CS</td>
<td align="center" valign="top">Hospitals</td>
<td align="center" valign="top">Suspected STIs</td>
<td align="center" valign="top">215</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">CLSI</td>
<td align="center" valign="top">DDM</td>
<td align="center" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Tibebu et al.</td>
<td align="center" valign="top">2006&#x2013;12</td>
<td align="center" valign="top">2013</td>
<td align="center" valign="top">Amhara</td>
<td align="center" valign="top">RS</td>
<td align="center" valign="top">Health facilities</td>
<td align="center" valign="top">Suspected STIs</td>
<td align="center" valign="top">352</td>
<td align="center" valign="top">29</td>
<td align="center" valign="top">CLSI</td>
<td align="center" valign="top">DDM</td>
<td align="center" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Mulu et al.</td>
<td align="center" valign="top">2013</td>
<td align="center" valign="top">2015</td>
<td align="center" valign="top">Amhara</td>
<td align="center" valign="top">CS</td>
<td align="center" valign="top">Hospitals</td>
<td align="center" valign="top">Asymptomatic</td>
<td align="center" valign="top">409</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">CLSI</td>
<td align="center" valign="top">DDM</td>
<td align="center" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Ali et al.</td>
<td align="center" valign="top">2015</td>
<td align="center" valign="top">2016</td>
<td align="center" valign="top">Gambella</td>
<td align="center" valign="top">CS</td>
<td align="center" valign="top">Hospitals</td>
<td align="center" valign="top">Suspected STIs</td>
<td align="center" valign="top">186</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">CLSI</td>
<td align="center" valign="top">DDM</td>
<td align="center" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Geremew et al.</td>
<td align="center" valign="top">2014</td>
<td align="center" valign="top">2017</td>
<td align="center" valign="top">Amhara</td>
<td align="center" valign="top">CS</td>
<td align="center" valign="top">Hospitals HC</td>
<td align="center" valign="top">Suspected STIs</td>
<td align="center" valign="top">120</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Yeshanew et al.</td>
<td align="center" valign="top">2016</td>
<td align="center" valign="top">2018</td>
<td align="center" valign="top">Amhara</td>
<td align="center" valign="top">CS</td>
<td align="center" valign="top">Hospitals HC</td>
<td align="center" valign="top">Suspected STIs</td>
<td align="center" valign="top">120</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">CLSI</td>
<td align="center" valign="top">DDM</td>
<td align="center" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Tadele et al.</td>
<td align="center" valign="top">2017</td>
<td align="center" valign="top">2019</td>
<td align="center" valign="top">SNNPR</td>
<td align="center" valign="top">CS</td>
<td align="center" valign="top">Clinics</td>
<td align="center" valign="top">Suspected STIs</td>
<td align="center" valign="top">338</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Fentaw et al.</td>
<td align="center" valign="top">2013&#x2013;14</td>
<td align="center" valign="top">2020</td>
<td align="center" valign="top">Addis Ababa</td>
<td align="center" valign="top">CS</td>
<td align="center" valign="top">HC</td>
<td align="center" valign="top">Suspected STIs</td>
<td align="center" valign="top">599</td>
<td align="center" valign="top">361</td>
<td align="center" valign="top">CLSI</td>
<td align="center" valign="top">DDM</td>
<td align="center" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Sahile et al.</td>
<td/>
<td align="center" valign="top">2020</td>
<td align="center" valign="top">Oromia</td>
<td align="center" valign="top">CS</td>
<td align="center" valign="top">Clinics</td>
<td align="center" valign="top">Suspected STIs</td>
<td align="center" valign="top">315</td>
<td align="center" valign="top">31</td>
<td align="center" valign="top">CLSI</td>
<td align="center" valign="top">DDM</td>
<td align="center" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Zenebe et al.</td>
<td align="center" valign="top">2020</td>
<td align="center" valign="top">2021</td>
<td align="center" valign="top">SNNPR</td>
<td align="center" valign="top">CS</td>
<td align="center" valign="top">Hospitals</td>
<td align="center" valign="top">Asymptomatic</td>
<td align="center" valign="top">350</td>
<td align="center" valign="top">15</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Ayalew et al.</td>
<td align="center" valign="top">2019&#x2013;20</td>
<td align="center" valign="top">2022</td>
<td align="center" valign="top">Addis Ababa</td>
<td align="center" valign="top">CS</td>
<td align="center" valign="top">HC</td>
<td align="center" valign="top">Suspected STIs</td>
<td align="center" valign="top">325</td>
<td align="center" valign="top">163</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">Low</td>
</tr>
<tr>
<td align="left" valign="top">Kahsay et al.</td>
<td align="center" valign="top">2018</td>
<td align="center" valign="top">2023</td>
<td align="center" valign="top">Tigray</td>
<td align="center" valign="top">CS</td>
<td align="center" valign="top">Clinics</td>
<td align="center" valign="top">Suspected STIs</td>
<td align="center" valign="top">229</td>
<td align="center" valign="top">23</td>
<td align="center" valign="top">CLSI</td>
<td align="center" valign="top">DDM</td>
<td align="center" valign="top">Low</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>CS, cross sectional; SNNPR, southern nation nationalities and people region; HC, health center; NNG, Number of <italic>N. gonorrhea</italic>; CLSI, Clinical and Laboratory Standards Institute; AST, Antimicrobial Susceptibility Test; NA, Not applicable; DDM, Disc Diffusion Method.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec16">
<title>Quality of the included studies</title>
<p>All studies underwent evaluation using the JBI critical appraisal checklist for studies reporting prevalence data. The assessments utilizing the JBI quality appraisal checklists revealed that none of the included studies were deemed to be of poor quality and, therefore, none were excluded from the meta-analysis.</p>
</sec>
<sec id="sec17">
<title>Meta-analysis</title>
<sec id="sec18">
<title>Pooled prevalence of <italic>Neisseria gonorrhea</italic> among STI suspected patients in Ethiopia</title>
<p>The estimated pooled prevalence of <italic>N. gonorrhea</italic> among STI suspected patients in Ethiopia was 20% [95% Confidence Interval (CI) 8&#x2013;30, I<sup>2</sup>&#x2009;=&#x2009;99.0%; <italic>p</italic> &#x003C;&#x2009;0.001] (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Pooled estimate of the prevalence of <italic>N. gonorrhea</italic> among STI suspected patients in Ethiopia.</p>
</caption>
<graphic xlink:href="fmicb-15-1390001-g002.tif"/>
</fig>
</sec>
</sec>
<sec id="sec19">
<title>Subgroup analysis</title>
<p>The subgroup analysis based on different regions of Ethiopia revealed the highest pooled prevalence of 55% (95% CI 45, 65) in Addis Ababa, followed by 16% (95% CI 8, 26) in the Amhara region. Conversely, the lowest prevalence of 4% (95% CI 2, 8) was reported in the Southern Nations, Nationalities, and Peoples&#x2019; Region (SNNPR) (<xref ref-type="fig" rid="fig3">Figure 3</xref>). Additionally, a subgroup analysis conducted based on the study periods did not demonstrate a significant difference in the pooled prevalence of <italic>N. gonorrhea</italic> among the groups (<xref ref-type="fig" rid="fig4">Figure 4</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Subgroup analysis of the prevalence of <italic>N. gonorrhea</italic> by regions.</p>
</caption>
<graphic xlink:href="fmicb-15-1390001-g003.tif"/>
</fig>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Subgroup analysis of the prevalence of <italic>N. gonorrhea</italic> by study periods.</p>
</caption>
<graphic xlink:href="fmicb-15-1390001-g004.tif"/>
</fig>
</sec>
<sec id="sec20">
<title>Heterogeneity analysis</title>
<p>The studies included in the analysis exhibited substantial heterogeneity (I<sup>2</sup>&#x2009;=&#x2009;98.1%; <italic>p</italic> &#x003C;&#x2009;0.001), which was not adequately addressed by a weighted inverse variance random-effects model. To further explore this heterogeneity, we employed a forest plot for a subjective assessment and carried out a subgroup analysis. Ultimately, meta-regression was conducted using sample size, revealing the absence of significant heterogeneity (<xref ref-type="table" rid="tab2">Table 2</xref>; <xref ref-type="fig" rid="fig5">Figure 5</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Meta regression of prevalence of <italic>N. gonorrhea</italic> and sample size.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top"><italic>P</italic></th>
<th align="center" valign="top">Coefficient</th>
<th align="center" valign="top">Std. err.</th>
<th align="center" valign="top"><italic>t</italic></th>
<th align="center" valign="top"><italic>P</italic>&#x2009;&#x003E;&#x2009;|<italic>t</italic>|</th>
<th align="center" valign="top" colspan="2">[95% CI]</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Sample size</td>
<td align="center" valign="top">0.0007862</td>
<td align="center" valign="top">0.0004043</td>
<td align="center" valign="top">1.94</td>
<td align="center" valign="top">0.088</td>
<td align="center" valign="top">&#x2212;0.0001462</td>
<td align="center" valign="top">0.0017186</td>
</tr>
<tr>
<td align="left" valign="top">_cons</td>
<td align="center" valign="top">&#x2212;0.0215076</td>
<td align="center" valign="top">0.1258618</td>
<td align="center" valign="top">&#x2212;0.17</td>
<td align="center" valign="top">0.869</td>
<td align="center" valign="top">&#x2212;0.3117454</td>
<td align="center" valign="top">0.2687301</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Meta regression of the prevalence of <italic>N. gonorrhea</italic> and sample size.</p>
</caption>
<graphic xlink:href="fmicb-15-1390001-g005.tif"/>
</fig>
</sec>
<sec id="sec21">
<title>Publication bias</title>
<p>We assessed publication bias through a subjective examination of the funnel plot and conducted Egger&#x2019;s regression test, yielding a <italic>p</italic>-value of 0.001, indicating the presence of publication bias. Subsequently, we performed a trim and fill analysis, which added five studies, suggesting the existence of overlooked small studies (<xref ref-type="fig" rid="fig6">Figure 6</xref>).</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Funnel plot of prevalence <italic>N. gonorrhea</italic> among STI suspected patients in Ethiopia.</p>
</caption>
<graphic xlink:href="fmicb-15-1390001-g006.tif"/>
</fig>
</sec>
<sec id="sec22">
<title>Sensitivity analysis</title>
<p>We conducted a sensitivity analysis for the prevalence of <italic>N. gonorrhea</italic> using a random effects model (<xref ref-type="table" rid="tab3">Table 3</xref>). The exclusion of each study did not significantly affect the prevalence of <italic>N. gonorrhea</italic> among STI suspected patients in Ethiopia.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Sensitivity analysis of studies included for estimation of pooled prevalence of <italic>N. gonorrhea</italic> among STI suspected patients in Ethiopia.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Study omitted</th>
<th align="center" valign="top">Estimate</th>
<th align="center" valign="top" colspan="2">[95% CI]</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref10">Geremew et al. (2017)</xref>
</td>
<td align="center" valign="top">0.19847949</td>
<td align="center" valign="top">0.07066959</td>
<td align="center" valign="top">0.32628939</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref2">Ali et al. (2016)</xref>
</td>
<td align="center" valign="top">0.20910977</td>
<td align="center" valign="top">0.0773275</td>
<td align="center" valign="top">0.34089205</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref42">Yeshanew and Geremew (2018)</xref>
</td>
<td align="center" valign="top">0.19847949</td>
<td align="center" valign="top">0.07066959</td>
<td align="center" valign="top">0.32628939</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref30">Tadele et al. (2019)</xref>
</td>
<td align="center" valign="top">0.21830221</td>
<td align="center" valign="top">0.08058105</td>
<td align="center" valign="top">0.35602334</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref26">Sahile et al. (2020)</xref>
</td>
<td align="center" valign="top">0.21082845</td>
<td align="center" valign="top">0.07387608</td>
<td align="center" valign="top">0.34778082</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref3">Ayalew et al. (2022)</xref>
</td>
<td align="center" valign="top">0.16595517</td>
<td align="center" valign="top">0.05014473</td>
<td align="center" valign="top">0.28176561</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref32">Tibebu et al. (2013)</xref>
</td>
<td align="center" valign="top">0.21241057</td>
<td align="center" valign="top">0.08264342</td>
<td align="center" valign="top">0.34217772</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref12">Hailemariam et al. (2013)</xref>
</td>
<td align="center" valign="top">0.21614861</td>
<td align="center" valign="top">0.0788116</td>
<td align="center" valign="top">0.35348564</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref9">Fentaw et al. (2020)</xref>
</td>
<td align="center" valign="top">0.1529856</td>
<td align="center" valign="top">0.07662833</td>
<td align="center" valign="top">0.22934288</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref15">Kahsay et al. (2023)</xref>
</td>
<td align="center" valign="top">0.21055301</td>
<td align="center" valign="top">0.07673436</td>
<td align="center" valign="top">0.34437165</td>
</tr>
<tr>
<td align="left" valign="top">Combined</td>
<td align="center" valign="top">0.19943182</td>
<td align="center" valign="top">0.07997562</td>
<td align="center" valign="top">0.31888802</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec23">
<title>Trim and fill analysis</title>
<p>A trim and fill analysis was performed to evaluate the influence of overlooked studies on the prevalence of <italic>N. gonorrhea</italic> among STI suspected patients in Ethiopia. The inclusion of five additional studies resulted in a shift in the pooled prevalence from 19.9 to 6.2% (95% CI:-6.8&#x2013;19.3).</p>
</sec>
<sec id="sec24">
<title>Antimicrobial resistance prevalence of <italic>Neisseria gonorrhea</italic> in Ethiopia</title>
<p>We systematically gathered data on the sensitivity of <italic>N. gonorrhea</italic> to six antimicrobials and analyzed the pooled estimate of resistance. Spectinomycin and ceftriaxone demonstrated excellent efficacy against <italic>N. gonorrhea</italic>, while tetracycline and penicillin were found to be the least effective drugs (<xref ref-type="table" rid="tab4">Table 4</xref>). Notably, this meta-analysis revealed a significantly higher prevalence of resistance to ciprofloxacin (37%), a drug currently used for <italic>N. gonorrhea</italic> treatment. Additionally, an investigation into the antimicrobial resistance pattern of <italic>N. gonorrhea</italic> over the study periods did not reveal any discernible pattern (<xref ref-type="fig" rid="fig7">Figure 7</xref>).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Pooled estimates of antimicrobial resistance prevalence of <italic>N. gonorrhea</italic> in Ethiopia.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Antimicrobials</th>
<th align="left" valign="top">Studies</th>
<th align="center" valign="top">Total number of isolate</th>
<th align="center" valign="top">Pooled prevalence of resistance %(95% CI)</th>
<th align="center" valign="top">I<sup>2</sup>%</th>
<th align="center" valign="top"><italic>P</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2">Azithromycin</td>
<td align="left" valign="top">Fentaw et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Kahsay et al.</td>
<td align="center" valign="top">384</td>
<td align="center" valign="top">10 (7&#x2013;13)</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0.357</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="6">Ceftriaxone</td>
<td align="left" valign="top">Ali et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Fentaw et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Kahsay et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Sahile et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Tibebu et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yeshanew et al.</td>
<td align="center" valign="top">490</td>
<td align="center" valign="top">9 (3&#x2013;16)</td>
<td align="center" valign="top">93.9</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="8">Ciprofloxacin</td>
<td align="left" valign="top">Ali et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Fentaw et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Hailemariam et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Kahsay et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Mulu et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Sahile et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Tibebu et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yeshanew et al.</td>
<td align="center" valign="top">505</td>
<td align="center" valign="top">37 (20&#x2013;54)</td>
<td align="center" valign="top">89.8</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="7">Penicillin</td>
<td align="left" valign="top">Ali et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Fentaw et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Hailemariam et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Kahsay et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Sahile et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Tibebu et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yeshanew et al.</td>
<td align="center" valign="top">501</td>
<td align="center" valign="top">79 (63&#x2013;94)</td>
<td align="center" valign="top">98.1</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="6">Tetracycline</td>
<td align="left" valign="top">Ali et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Hailemariam et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Kahsay et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Mulu et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Tibebu et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yeshanew et al.</td>
<td align="center" valign="top">113</td>
<td align="center" valign="top">93 (87&#x2013;99)</td>
<td align="center" valign="top">79.1</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Spectinomycin</td>
<td align="left" valign="top">Ali et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Hailemariam et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Kahsay et al.</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Sahile et al.</td>
<td align="center" valign="top">86</td>
<td align="center" valign="top">2(&#x2212;2&#x2013;5)</td>
<td align="center" valign="top">69.3</td>
<td align="center" valign="top">0.021</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>Antimicrobial resistance pattern of <italic>N. gonorrhea</italic> over the study periods in Ethiopia.</p>
</caption>
<graphic xlink:href="fmicb-15-1390001-g007.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec25">
<title>Discussion</title>
<p>The objective of this systematic review and meta-analysis was to assess the national pooled prevalence of <italic>N. gonorrhea</italic> among suspected STI patients and evaluate the resistance profile of common antimicrobial agents used against <italic>N. gonorrhea</italic> in Ethiopia. The estimated pooled prevalence of <italic>N. gonorrhea</italic> among STI suspected patients in Ethiopia was found to be 20% (95% CI 8&#x2013;30, I<sup>2</sup>&#x2009;=&#x2009;99.0%; <italic>p</italic> &#x003C;&#x2009;0.001). This prevalence diverges significantly from global meta-analyzed reports in 2016, which indicated an <italic>N. gonorrhea</italic> prevalence of 0.9% in adult males and 0.7% in adult females in the general population (<xref ref-type="bibr" rid="ref25">Rowley et al., 2019</xref>). Recent studies in 2022 revealed lower prevalence rates in developed regions, such as Europe (&#x003C;0.1%), North America (0.27%), and higher rates in the Western Pacific (7.06%) and Africa (14%) [Benin: 0.9%, Malawi: 9.8%, South Africa: 3.3%] (<xref ref-type="bibr" rid="ref36">Whelan et al., 2021</xref>). Similarly, a study in Latin America reported a pooled <italic>N. gonorrhea</italic> prevalence of 2.9% in young people (<xref ref-type="bibr" rid="ref34">Vallejo-Ortega et al., 2023</xref>). While another study found gonorrhea prevalence at 1.46% in Latin America and the Caribbean, rising to 5.68% in high-risk populations (<xref ref-type="bibr" rid="ref4">Bardach et al., 2023</xref>). In contrast, studies in China, sub-Saharan Africa, and South Africa reported <italic>N. gonorrhea</italic> prevalence rates of 6, 5.46, and 10.1%, respectively (<xref ref-type="bibr" rid="ref29">Su et al., 2015</xref>; <xref ref-type="bibr" rid="ref17">Kularatne et al., 2018</xref>; <xref ref-type="bibr" rid="ref16">Kassa et al., 2020</xref>).</p>
<p>This variation might be due to differences in the study population, as this study focused on STI suspected patients, which might result in an inflation of prevalence compared to the general population, alongside cultural and geographical variations.</p>
<p>Unlike developed nations, there is a lack of proactive response toward monitoring <italic>N. gonorrhea</italic> AMR in Africa. A recent systematic review and meta-analysis across 11 Sub-Saharan countries, including Ethiopia, highlighted substantial resistance to ciprofloxacin, benzylpenicillin, and tetracycline (<xref ref-type="bibr" rid="ref37">Whiley et al., 2012</xref>). For instance, in Cameroon, approximately 80.1, 64.4, and 58.4% of <italic>N. gonorrhea</italic> strains showed resistance to benzylpenicillin, ciprofloxacin, and tetracycline, respectively (<xref ref-type="bibr" rid="ref6">Crucitti et al., 2020</xref>). Our study mirrored these findings, indicating the highest prevalence of resistance to tetracycline (97%), penicillin (79%), and ciprofloxacin (37%). The consistency across studies underscores the commonality of <italic>N. gonorrhea</italic> AMR patterns associated with specific antimicrobial classes, emphasizing the urgent need for routine AMR monitoring, antimicrobial consumption surveillance, and improved etiologic diagnostics. It also highlights the necessity for well-organized training for healthcare practitioners, quality assurance for laboratories, and the establishment of centers for regular AMR monitoring.</p>
<p>In contrast to a study conducted in Cameroon, which revealed a modest prevalence of resistance to ceftriaxone (1.8%) and azithromycin (2.1%), our study reported a moderate level of resistance to ceftriaxone (9%) and azithromycin (10%). Noteworthy is our unique finding of macrolide resistance, supported by a study from South Africa in the province of KwaZulu-Natal, which identified azithromycin resistance in 68% of <italic>N. gonorrhea</italic> bacteria, of which 71% exhibited multidrug resistance (<xref ref-type="bibr" rid="ref24">Rambaran et al., 2019</xref>). Interestingly, a recent systematic and meta-analysis study in Papua New Guinea in 2022 indicated a pooled prevalence estimate of 37.3% for penicillin, 10.3% for tetracycline, and 1.7% for ciprofloxacin resistance (<xref ref-type="bibr" rid="ref39">Willie et al., 2022</xref>). This finding is notably lower compared to our study. Spectinomycin emerged as the least resistant drug in systematic and meta-analysis studies conducted in sub-Saharan Africa (<xref ref-type="bibr" rid="ref41">Yakobi and Pooe, 2022</xref>), Cameroon (<xref ref-type="bibr" rid="ref6">Crucitti et al., 2020</xref>), and Papua New Guinea (<xref ref-type="bibr" rid="ref39">Willie et al., 2022</xref>) spectinomycin is the least resistant drug reported. The discrepancies observed could potentially be attributed to differences in sample sizes of isolates tested for <italic>N. gonorrhea</italic> surveillance and monitoring,</p>
<p>AMR surveillance, laboratory setups, rapid point-of-care tests for the detection of <italic>N. gonorrhea</italic>, and the technical capabilities of laboratory technicians.</p>
<p>The subgroup analysis based on different regions of Ethiopia provided valuable insights into the varied prevalence of <italic>N. gonorrhea</italic> among STI suspected patients. Notably, the highest pooled prevalence of 55% in Addis Ababa and the subsequent prevalence of 16% in the Amhara region underscore the regional disparities in the burden of <italic>N. gonorrhea</italic>. Conversely, the notably lower prevalence of 4% in the Southern Nations, Nationalities, and Peoples&#x2019; Region (SNNPR) highlights potential regional variations in STI prevalence and emphasizes the need for targeted interventions.</p>
<p>Interestingly, the subgroup analysis conducted based on the study periods did not reveal a significant difference in the pooled prevalence of <italic>N. gonorrhea</italic>. This suggests a relatively consistent prevalence over time, highlighting the persistent nature of the issue and the need for continuous monitoring and intervention efforts.</p>
<p>The trim and fill analysis addressed the potential impact of overlooked studies on the prevalence estimate. The inclusion of five additional studies resulted in a substantial shift in the pooled prevalence from 19.9 to 6.2%, emphasizing the significance of considering potential publication bias and the importance of a more nuanced interpretation of the prevalence estimate.</p>
<p>Our sensitivity analysis using a random effects model demonstrated the robustness of the prevalence estimate, as the exclusion of each study did not significantly alter the overall prevalence. This lends credibility to our findings and reinforces the stability of the estimated prevalence of <italic>N. gonorrhea</italic> among STI suspected patients in Ethiopia.</p>
<p>The assessment of publication bias through a subjective examination of the funnel plot and Egger&#x2019;s regression test revealed a significant presence of bias (<italic>p</italic>-value of 0.001). The subsequent trim and fill analysis, which added five studies, further supported the indication of potentially overlooked small studies contributing to this bias. This underscores the importance of interpreting the prevalence estimate cautiously and considering potential sources of bias in the analysis.</p>
<p>The observed substantial heterogeneity among the included studies, as indicated by I<sup>2</sup>&#x2009;=&#x2009;98.1%, remained a challenge. Despite attempts with a weighted inverse variance random-effects model, the heterogeneity persisted. The subjective assessment through a forest plot and subgroup analysis provided insights, but the ultimate meta-regression using sample size revealed the absence of significant heterogeneity. This finding suggests that other unexplored factors may contribute to the observed variability between studies.</p>
</sec>
<sec sec-type="conclusions" id="sec26">
<title>Conclusion</title>
<p>Our exhaustive systematic review and meta-analysis focused on <italic>N. gonorrhea</italic> in Ethiopia, specifically examining its prevalence among STI suspected patients and its antimicrobial susceptibility. The findings provide valuable insights, indicating a pooled prevalence of 20% for <italic>N. gonorrhea</italic> among STI suspected patients. Notably, the bacterium exhibited significant resistance to penicillin and tetracycline, with a particularly alarming high resistance rate to ciprofloxacin. However, ceftriaxone, azithromycin, and spectinomycin emerged as effective alternative treatments in the face of antimicrobial resistance.</p>
</sec>
<sec id="sec27">
<title>Strengths and limitations of the study</title>
<p>While our study on the prevalence of <italic>N. gonorrhea</italic> among STI suspected patients and its antimicrobial resistance in Ethiopia provides valuable insights, it is essential to acknowledge certain limitations for a nuanced interpretation. Notably, there is significant heterogeneity among the included studies, attributed to variations in sample size and study designs. This diversity necessitates caution when generalizing the pooled prevalence estimate, as potential biases may exist. Another notable limitation is the prevalent use of the disk diffusion method over the recommended minimum inhibitory concentration (MIC) method in primary studies. Despite these limitations, our study holds notable strengths. It offers a comprehensive analysis of <italic>N. gonorrhea</italic> prevalence and antimicrobial resistance in Ethiopia, providing valuable insights into the current landscape. The inclusion of a diverse range of studies enhances the robustness of our findings, and the meta-analysis approach allows for a comprehensive overview of the available data. These strengths contribute to the overall significance and reliability of our study&#x2019;s findings.</p>
</sec>
<sec sec-type="data-availability" id="sec28">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec29">
<title>Author contributions</title>
<p>MG: Conceptualization, Formal analysis, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. NT: Conceptualization, Data curation, Formal analysis, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. TS: Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MD: Investigation, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. TK: Conceptualization, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. TW: Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. EA: Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MH: Conceptualization, Formal analysis, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec30">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="sec31">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr"><p>AMR, Antimicrobial Resistance; STI, Sexually Transmitted infection; N. gonorrhea, Neisseria gonorrhea diseases; PRISMA, Preferred Reporting Items for Systematic reviews and Meta-analyses; WHO, World Health Organization; SNNPR, Southern Nations, Nationalities, and Peoples&#x2019; Region; CLSI, Clinical and Laboratory Standards Institute.</p></fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="ref1"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Acheampong</surname> <given-names>D. O.</given-names></name> <name><surname>Afoakwah</surname> <given-names>M. K.</given-names></name> <name><surname>Boye</surname> <given-names>A.</given-names></name> <name><surname>Opoku</surname> <given-names>R.</given-names></name> <name><surname>Kwakye-Nuako</surname> <given-names>G.</given-names></name> <name><surname>Adokoh</surname> <given-names>C. K.</given-names></name> <etal/></person-group>. <article-title>Evaluation of diagnostic methods and antimicrobial susceptibility pattern of asymptomatic bacteriuria among pregnant women in Ashanti region, Ghana</article-title>. <source>Journal of Exploratory Research in Pharmacology</source>. (<year>2018</year>).</citation></ref>
<ref id="ref2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ali</surname> <given-names>S.</given-names></name> <name><surname>Sewunet</surname> <given-names>T.</given-names></name> <name><surname>Sahlemariam</surname> <given-names>Z.</given-names></name> <name><surname>Kibru</surname> <given-names>G.</given-names></name></person-group> (<year>2016</year>). <article-title><italic>Neisseria gonorrhoeae</italic> among suspects of sexually transmitted infection in Gambella hospital, Ethiopia: risk factors and drug resistance</article-title>. <source>BMC. Res. Notes</source> <volume>9</volume>:<fpage>439</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13104-016-2247-4</pub-id></citation></ref>
<ref id="ref3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ayalew</surname> <given-names>E.</given-names></name> <name><surname>Fentaw</surname> <given-names>S.</given-names></name> <name><surname>Ebrahim</surname> <given-names>S.</given-names></name> <name><surname>Seyoum</surname> <given-names>E.</given-names></name> <name><surname>Woldesenbet</surname> <given-names>Z.</given-names></name> <name><surname>Wolde</surname> <given-names>M.</given-names></name></person-group> (<year>2022</year>). <article-title>Comparison of syndromic versus laboratory-confirmed diagnosis of Neisseria gonorrhoeae and Treponema palladium, infections at the selected health centers in Addis Ababa, Ethiopia</article-title>. <source>Reprod. Health</source> <volume>19</volume>:<fpage>88</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12978-022-01395-w</pub-id></citation></ref>
<ref id="ref4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bardach</surname> <given-names>A.</given-names></name> <name><surname>Alconada</surname> <given-names>T.</given-names></name> <name><surname>Palermo</surname> <given-names>C.</given-names></name> <name><surname>Rojas-Roque</surname> <given-names>C.</given-names></name> <name><surname>Sandoval</surname> <given-names>M. M.</given-names></name> <name><surname>Gomez</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Burden of disease of Gonorrhoea in Latin America: systematic review and meta-analysis</article-title>. <source>Infect. Dis. Ther.</source> <volume>12</volume>, <fpage>1505</fpage>&#x2013;<lpage>1525</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s40121-023-00814-0</pub-id></citation></ref>
<ref id="ref5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cohen</surname> <given-names>M. S.</given-names></name></person-group> (<year>2012</year>). <article-title>Classical sexually transmitted diseases drive the spread of HIV-1: back to the future</article-title>. <source>J. Infect. Dis.</source> <volume>206</volume>, <fpage>1</fpage>&#x2013;<lpage>2</lpage>. doi: <pub-id pub-id-type="doi">10.1093/infdis/jis303</pub-id></citation></ref>
<ref id="ref6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Crucitti</surname> <given-names>T.</given-names></name> <name><surname>Belinga</surname> <given-names>S.</given-names></name> <name><surname>Fonkoua</surname> <given-names>M.</given-names></name> <name><surname>Abanda</surname> <given-names>M.</given-names></name> <name><surname>Mbanzouen</surname> <given-names>W.</given-names></name> <name><surname>Sokeng</surname> <given-names>E.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Sharp increase in ciprofloxacin resistance of <italic>Neisseria gonorrhoeae</italic> in Yaounde, Cameroon: analyses of a laboratory database period 2012&#x2013;2018</article-title>. <source>Int. J. STD AIDS</source> <volume>31</volume>, <fpage>579</fpage>&#x2013;<lpage>586</lpage>. doi: <pub-id pub-id-type="doi">10.1177/0956462419897227</pub-id>, PMID: <pub-id pub-id-type="pmid">32316853</pub-id></citation></ref>
<ref id="ref7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>DerSimonian</surname> <given-names>R.</given-names></name> <name><surname>Kacker</surname> <given-names>R.</given-names></name></person-group> (<year>2007</year>). <article-title>Random-effects model for meta-analysis of clinical trials: an update</article-title>. <source>Contemp. Clin. Trials</source> <volume>28</volume>, <fpage>105</fpage>&#x2013;<lpage>114</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cct.2006.04.004</pub-id>, PMID: <pub-id pub-id-type="pmid">16807131</pub-id></citation></ref>
<ref id="ref8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Feglo</surname> <given-names>P.</given-names></name> <name><surname>Opoku</surname> <given-names>S.</given-names></name></person-group> (<year>2014</year>). <article-title>AmpC beta-lactamase production among Pseudomonas aeruginosa and <italic>Proteus mirabilis</italic> isolates at the Komfo Anokye teaching hospital, Kumasi, Ghana</article-title>. <source>J. Microbiol. Antimicrob.</source> <volume>6</volume>, <fpage>13</fpage>&#x2013;<lpage>20</lpage>. doi: <pub-id pub-id-type="doi">10.5897/JMA2013.0280</pub-id></citation></ref>
<ref id="ref9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fentaw</surname> <given-names>S.</given-names></name> <name><surname>Abubeker</surname> <given-names>R.</given-names></name> <name><surname>Asamene</surname> <given-names>N.</given-names></name> <name><surname>Assefa</surname> <given-names>M.</given-names></name> <name><surname>Bekele</surname> <given-names>Y.</given-names></name> <name><surname>Tigabu</surname> <given-names>E.</given-names></name></person-group> (<year>2020</year>). <article-title>Antimicrobial susceptibility profile of gonococcal isolates obtained from men presenting with urethral discharge in Addis Ababa, Ethiopia: implications for national syndromic treatment guideline</article-title>. <source>PLoS One</source> <volume>15</volume>:<fpage>e0233753</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0233753</pub-id>, PMID: <pub-id pub-id-type="pmid">32479537</pub-id></citation></ref>
<ref id="ref10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Geremew</surname> <given-names>R. A.</given-names></name> <name><surname>Agizie</surname> <given-names>B. M.</given-names></name> <name><surname>Bashaw</surname> <given-names>A. A.</given-names></name> <name><surname>Seid</surname> <given-names>M. E.</given-names></name> <name><surname>Yeshanew</surname> <given-names>A. G.</given-names></name></person-group> (<year>2017</year>). <article-title>Prevalence of selected sexually transmitted infection (STI) and associated factors among symptomatic patients attending Gondar town hospitals and health centers</article-title>. <source>Ethiop. J. Health Sci.</source> <volume>27</volume>, <fpage>589</fpage>&#x2013;<lpage>600</lpage>. doi: <pub-id pub-id-type="doi">10.4314/ejhs.v27i6.4</pub-id>, PMID: <pub-id pub-id-type="pmid">29487468</pub-id></citation></ref>
<ref id="ref11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gotschall</surname> <given-names>T.</given-names></name></person-group> (<year>2021</year>). <article-title>EndNote 20 desktop version</article-title>. <source>J. Med. Libr. Assoc.</source> <volume>109</volume>:<fpage>520</fpage>. doi: <pub-id pub-id-type="doi">10.5195/jmla.2021.1260</pub-id>, PMID: <pub-id pub-id-type="pmid">34629985</pub-id></citation></ref>
<ref id="ref12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hailemariam</surname> <given-names>M.</given-names></name> <name><surname>Abebe</surname> <given-names>T.</given-names></name> <name><surname>Mihret</surname> <given-names>A.</given-names></name> <name><surname>Lambiyo</surname> <given-names>T.</given-names></name></person-group> (<year>2013</year>). <article-title>Prevalence of Neisseria gonorrhea and their antimicrobial susceptibility patterns among symptomatic women attending gynecology outpatient department in Hawassa referral hospital, Hawassa, Ethiopia</article-title>. <source>Ethiop. J. Health Sci.</source> <volume>23</volume>, <fpage>10</fpage>&#x2013;<lpage>18</lpage>. PMID: <pub-id pub-id-type="pmid">23559833</pub-id></citation></ref>
<ref id="ref13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Higgins</surname> <given-names>J. P.</given-names></name> <name><surname>Thompson</surname> <given-names>S. G.</given-names></name> <name><surname>Deeks</surname> <given-names>J. J.</given-names></name> <name><surname>Altman</surname> <given-names>D. G.</given-names></name></person-group> (<year>2003</year>). <article-title>Measuring inconsistency in meta-analyses</article-title>. <source>BMJ</source> <volume>327</volume>, <fpage>557</fpage>&#x2013;<lpage>560</lpage>. doi: <pub-id pub-id-type="doi">10.1136/bmj.327.7414.557</pub-id>, PMID: <pub-id pub-id-type="pmid">12958120</pub-id></citation></ref>
<ref id="ref14"><citation citation-type="book"><person-group person-group-type="author"><collab id="coll1">Institute JB</collab></person-group>. <source>JBI critical appraisal checklist for studies reporting prevalence data</source>. <publisher-loc>Adelaide</publisher-loc>: <publisher-name>University of Adelaide</publisher-name>. (<year>2017</year>).</citation></ref>
<ref id="ref15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kahsay</surname> <given-names>A. G.</given-names></name> <name><surname>Mezgebo</surname> <given-names>T. A.</given-names></name> <name><surname>Gebrekidan</surname> <given-names>G. B.</given-names></name> <name><surname>Desta</surname> <given-names>B. L.</given-names></name> <name><surname>Mihretu</surname> <given-names>H. G.</given-names></name> <name><surname>Dejene</surname> <given-names>T. A.</given-names></name></person-group> (<year>2023</year>). <article-title>Prevalence, antibiotic resistance and associated factors of <italic>Neisseria gonorrhoeae</italic> among patients attending non-profitable private clinics in Mekelle, Tigrai, Ethiopia</article-title>. <source>Infect. Drug Resist.</source> <volume>16</volume>, <fpage>4065</fpage>&#x2013;<lpage>4072</lpage>. doi: <pub-id pub-id-type="doi">10.2147/IDR.S416344</pub-id></citation></ref>
<ref id="ref16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kassa</surname> <given-names>Z. Y.</given-names></name> <name><surname>Hussen</surname> <given-names>S.</given-names></name> <name><surname>Hadra</surname> <given-names>N.</given-names></name> <name><surname>Moges</surname> <given-names>Y.</given-names></name> <name><surname>Bonja</surname> <given-names>F.</given-names></name></person-group> (<year>2020</year>). <article-title>Prevalence of <italic>Neisseria gonorrhoeae</italic> infection among women of reproductive age in sub-Saharan Africa: a systematic review and meta-analysis</article-title>. <source>Eur J Contracept Reprod Health Care</source> <volume>25</volume>, <fpage>365</fpage>&#x2013;<lpage>371</lpage>. doi: <pub-id pub-id-type="doi">10.1080/13625187.2020.1779688</pub-id>, PMID: <pub-id pub-id-type="pmid">32845194</pub-id></citation></ref>
<ref id="ref17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kularatne</surname> <given-names>R. S.</given-names></name> <name><surname>Niit</surname> <given-names>R.</given-names></name> <name><surname>Rowley</surname> <given-names>J.</given-names></name> <name><surname>Kufa-Chakezha</surname> <given-names>T.</given-names></name> <name><surname>Peters</surname> <given-names>R. P.</given-names></name> <name><surname>Taylor</surname> <given-names>M. M.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Adult gonorrhea, chlamydia and syphilis prevalence, incidence, treatment and syndromic case reporting in South Africa: estimates using the Spectrum-STI model, 1990-2017</article-title>. <source>PLoS One</source> <volume>13</volume>:<fpage>e0205863</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0205863</pub-id>, PMID: <pub-id pub-id-type="pmid">30321236</pub-id></citation></ref>
<ref id="ref18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lebedzeu</surname> <given-names>F.</given-names></name> <name><surname>Golparian</surname> <given-names>D.</given-names></name> <name><surname>Titov</surname> <given-names>L.</given-names></name> <name><surname>Pankratava</surname> <given-names>N.</given-names></name> <name><surname>Glazkova</surname> <given-names>S.</given-names></name> <name><surname>Shimanskaya</surname> <given-names>I.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Antimicrobial susceptibility/resistance and NG-MAST characterisation of <italic>Neisseria gonorrhoeae</italic> in Belarus, Eastern Europe, 2010&#x2013;2013</article-title>. <source>BMC Infect. Dis.</source> <volume>15</volume>, <fpage>1</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s12879-015-0755-9</pub-id></citation></ref>
<ref id="ref19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liberati</surname> <given-names>A.</given-names></name> <name><surname>Altman</surname> <given-names>D. G.</given-names></name> <name><surname>Tetzlaff</surname> <given-names>J.</given-names></name> <name><surname>Mulrow</surname> <given-names>C.</given-names></name> <name><surname>G&#x00F8;tzsche</surname> <given-names>P. C.</given-names></name> <name><surname>Ioannidis</surname> <given-names>J. P.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration</article-title>. <source>Ann. Intern. Med.</source> <volume>151</volume>:<fpage>W</fpage>. doi: <pub-id pub-id-type="doi">10.7326/0003-4819-151-4-200908180-00136</pub-id></citation></ref>
<ref id="ref20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lovett</surname> <given-names>A.</given-names></name> <name><surname>Duncan</surname> <given-names>J. A.</given-names></name></person-group> (<year>2019</year>). <article-title>Human immune responses and the natural history of <italic>Neisseria gonorrhoeae</italic> infection</article-title>. <source>Front. Immunol.</source> <volume>9</volume>:<fpage>3187</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2018.03187</pub-id></citation></ref>
<ref id="ref21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mulu</surname> <given-names>W.</given-names></name> <name><surname>Yimer</surname> <given-names>M.</given-names></name> <name><surname>Zenebe</surname> <given-names>Y.</given-names></name> <name><surname>Abera</surname> <given-names>B.</given-names></name></person-group> (<year>2015</year>). <article-title>Common causes of vaginal infections and antibiotic susceptibility of aerobic bacterial isolates in women of reproductive age attending at Felegehiwot referral hospital, Ethiopia: a cross sectional study</article-title>. <source>BMC Womens Health</source> <volume>15</volume>:<fpage>42</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12905-015-0197-y</pub-id>, PMID: <pub-id pub-id-type="pmid">25968607</pub-id></citation></ref>
<ref id="ref22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olsen</surname> <given-names>B.</given-names></name> <name><surname>Lan</surname> <given-names>P. T.</given-names></name> <name><surname>Golparian</surname> <given-names>D.</given-names></name> <name><surname>Johansson</surname> <given-names>E.</given-names></name> <name><surname>Khang</surname> <given-names>T. H.</given-names></name> <name><surname>Unemo</surname> <given-names>M.</given-names></name></person-group> (<year>2013</year>). <article-title>Antimicrobial susceptibility and genetic characteristics of <italic>Neisseria gonorrhoeae</italic> isolates from Vietnam, 2011</article-title>. <source>BMC Infect. Dis.</source> <volume>13</volume>:<fpage>40</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2334-13-40</pub-id></citation></ref>
<ref id="ref23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Peters</surname> <given-names>J. L.</given-names></name> <name><surname>Sutton</surname> <given-names>A. J.</given-names></name> <name><surname>Jones</surname> <given-names>D. R.</given-names></name> <name><surname>Abrams</surname> <given-names>K. R.</given-names></name> <name><surname>Rushton</surname> <given-names>L.</given-names></name></person-group> (<year>2006</year>). <article-title>Comparison of two methods to detect publication bias in meta-analysis</article-title>. <source>JAMA</source> <volume>295</volume>, <fpage>676</fpage>&#x2013;<lpage>680</lpage>. doi: <pub-id pub-id-type="doi">10.1001/jama.295.6.676</pub-id>, PMID: <pub-id pub-id-type="pmid">16467236</pub-id></citation></ref>
<ref id="ref24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rambaran</surname> <given-names>S.</given-names></name> <name><surname>Naidoo</surname> <given-names>K.</given-names></name> <name><surname>Dookie</surname> <given-names>N.</given-names></name> <name><surname>Moodley</surname> <given-names>P.</given-names></name> <name><surname>Sturm</surname> <given-names>A. W.</given-names></name></person-group> (<year>2019</year>). <article-title>Resistance profile of <italic>Neisseria gonorrhoeae</italic> in KwaZulu-Natal, South Africa questioning the effect of the currently advocated dual therapy</article-title>. <source>Sex. Transm. Dis.</source> <volume>46</volume>, <fpage>266</fpage>&#x2013;<lpage>270</lpage>. doi: <pub-id pub-id-type="doi">10.1097/OLQ.0000000000000961</pub-id>, PMID: <pub-id pub-id-type="pmid">30657464</pub-id></citation></ref>
<ref id="ref25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rowley</surname> <given-names>J.</given-names></name> <name><surname>Vander Hoorn</surname> <given-names>S.</given-names></name> <name><surname>Korenromp</surname> <given-names>E.</given-names></name> <name><surname>Low</surname> <given-names>N.</given-names></name> <name><surname>Unemo</surname> <given-names>M.</given-names></name> <name><surname>Abu-Raddad</surname> <given-names>L. J.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Chlamydia, gonorrhoea, trichomoniasis and syphilis: global prevalence and incidence estimates, 2016</article-title>. <source>Bull. World Health Organ.</source> <volume>97</volume>, <fpage>548</fpage>&#x2013;<lpage>562P</lpage>. doi: <pub-id pub-id-type="doi">10.2471/BLT.18.228486</pub-id>, PMID: <pub-id pub-id-type="pmid">31384073</pub-id></citation></ref>
<ref id="ref26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sahile</surname> <given-names>A.</given-names></name> <name><surname>Teshager</surname> <given-names>L.</given-names></name> <name><surname>Fekadie</surname> <given-names>M.</given-names></name> <name><surname>Gashaw</surname> <given-names>M.</given-names></name></person-group> (<year>2020</year>). <article-title>Prevalence and antimicrobial susceptibility patterns of <italic>Neisseria gonorrhoeae</italic> among suspected patients attending private clinics in Jimma, Ethiopia</article-title>. <source>Int. J. Microbiol.</source> <volume>2020</volume>:<fpage>7672024</fpage>. doi: <pub-id pub-id-type="doi">10.1155/2020/7672024</pub-id>, PMID: <pub-id pub-id-type="pmid">32908526</pub-id></citation></ref>
<ref id="ref27"><citation citation-type="confproc"><person-group person-group-type="editor"><collab id="coll2001">StataCorp</collab></person-group>. (<year>2023</year>). <source>Stata Statistical Software: Release 17</source>. <publisher-loc>College Station, TX</publisher-loc>: <publisher-name>StataCorp LLC</publisher-name>.</citation></ref>
<ref id="ref28"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Springer</surname> <given-names>C.</given-names></name> <name><surname>Salen</surname> <given-names>P.</given-names></name></person-group> (<year>2023</year>). <source>Gonorrhea</source>. <publisher-loc>Treasure Island, FL</publisher-loc>: <publisher-name>StatPearls Publishing</publisher-name>.</citation></ref>
<ref id="ref29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Su</surname> <given-names>S.</given-names></name> <name><surname>Chow</surname> <given-names>E. P.</given-names></name> <name><surname>Muessig</surname> <given-names>K. E.</given-names></name> <name><surname>Yuan</surname> <given-names>L.</given-names></name> <name><surname>Tucker</surname> <given-names>J. D.</given-names></name> <name><surname>Zhang</surname> <given-names>X.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Sustained high prevalence of viral hepatitis and sexually transmissible infections among female sex workers in China: a systematic review and meta-analysis</article-title>. <source>BMC Infect. Dis.</source> <volume>16</volume>:<fpage>2</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12879-015-1322-0</pub-id></citation></ref>
<ref id="ref30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tadele</surname> <given-names>A.</given-names></name> <name><surname>Hussen</surname> <given-names>S.</given-names></name> <name><surname>Shimelis</surname> <given-names>T.</given-names></name></person-group> (<year>2019</year>). <article-title>Prevalence and associated factors of Chlamydia trachomatis and <italic>Neisseria gonorrhoeae</italic> among female commercial sex workers in Hawassa City, southern Ethiopia</article-title>. <source>BMC Infect. Dis.</source> <volume>19</volume>:<fpage>61</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12879-019-3698-8</pub-id>, PMID: <pub-id pub-id-type="pmid">30654762</pub-id></citation></ref>
<ref id="ref31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tadesse</surname> <given-names>B. T.</given-names></name> <name><surname>Ashley</surname> <given-names>E. A.</given-names></name> <name><surname>Ongarello</surname> <given-names>S.</given-names></name> <name><surname>Havumaki</surname> <given-names>J.</given-names></name> <name><surname>Wijegoonewardena</surname> <given-names>M.</given-names></name> <name><surname>Gonz&#x00E1;lez</surname> <given-names>I. J.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Antimicrobial resistance in Africa: a systematic review</article-title>. <source>BMC Infect. Dis.</source> <volume>17</volume>, <fpage>1</fpage>&#x2013;<lpage>17</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s12879-017-2713-1</pub-id></citation></ref>
<ref id="ref32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tibebu</surname> <given-names>M.</given-names></name> <name><surname>Shibabaw</surname> <given-names>A.</given-names></name> <name><surname>Medhin</surname> <given-names>G.</given-names></name> <name><surname>Kassu</surname> <given-names>A.</given-names></name></person-group> (<year>2013</year>). <article-title><italic>Neisseria gonorrhoeae</italic> non-susceptible to cephalosporins and quinolones in Northwest Ethiopia</article-title>. <source>BMC Infect. Dis.</source> <volume>13</volume>:<fpage>415</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2334-13-415</pub-id>, PMID: <pub-id pub-id-type="pmid">24007340</pub-id></citation></ref>
<ref id="ref33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Unemo</surname> <given-names>M.</given-names></name> <name><surname>Shafer</surname> <given-names>W. M.</given-names></name></person-group> (<year>2014</year>). <article-title>Antimicrobial resistance in <italic>Neisseria gonorrhoeae</italic> in the 21st century: past, evolution, and future</article-title>. <source>Clin. Microbiol. Rev.</source> <volume>27</volume>, <fpage>587</fpage>&#x2013;<lpage>613</lpage>. doi: <pub-id pub-id-type="doi">10.1128/CMR.00010-14</pub-id>, PMID: <pub-id pub-id-type="pmid">24982323</pub-id></citation></ref>
<ref id="ref34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vallejo-Ortega</surname> <given-names>M. T.</given-names></name> <name><surname>Gait&#x00E1;n Duarte</surname> <given-names>H.</given-names></name> <name><surname>Mello</surname> <given-names>M. B.</given-names></name> <name><surname>Caffe</surname> <given-names>S.</given-names></name> <name><surname>Perez</surname> <given-names>F.</given-names></name></person-group> (<year>2023</year>). <article-title>A systematic review of the prevalence of selected sexually transmitted infections in young people in Latin America</article-title>. <source>Rev. Panam. Salud Publica</source> <volume>46</volume>:<fpage>e73</fpage>. doi: <pub-id pub-id-type="doi">10.26633/RPSP.2022.73</pub-id></citation></ref>
<ref id="ref35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ventola</surname> <given-names>C. L.</given-names></name></person-group> (<year>2015</year>). <article-title>The antibiotic resistance crisis: part 1: causes and threats</article-title>. <source>Pharm. Therap.</source> <volume>40</volume>:<fpage>277</fpage>. PMID: <pub-id pub-id-type="pmid">25859123</pub-id></citation></ref>
<ref id="ref36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Whelan</surname> <given-names>J.</given-names></name> <name><surname>Abbing-Karahagopian</surname> <given-names>V.</given-names></name> <name><surname>Serino</surname> <given-names>L.</given-names></name> <name><surname>Unemo</surname> <given-names>M.</given-names></name></person-group> (<year>2021</year>). <article-title>Gonorrhoea: a systematic review of prevalence reporting globally</article-title>. <source>BMC Infect. Dis.</source> <volume>21</volume>:<fpage>1152</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12879-021-06381-4</pub-id></citation></ref>
<ref id="ref37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Whiley</surname> <given-names>D. M.</given-names></name> <name><surname>Goire</surname> <given-names>N.</given-names></name> <name><surname>Lahra</surname> <given-names>M. M.</given-names></name> <name><surname>Donovan</surname> <given-names>B.</given-names></name> <name><surname>Limnios</surname> <given-names>A. E.</given-names></name> <name><surname>Nissen</surname> <given-names>M. D.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>The ticking time bomb: escalating antibiotic resistance in <italic>Neisseria gonorrhoeae</italic> is a public health disaster in waiting</article-title>. <source>J. Antimicrob. Chemother.</source> <volume>67</volume>, <fpage>2059</fpage>&#x2013;<lpage>2061</lpage>. doi: <pub-id pub-id-type="doi">10.1093/jac/dks188</pub-id>, PMID: <pub-id pub-id-type="pmid">22604449</pub-id></citation></ref>
<ref id="ref38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Whittles</surname> <given-names>L. K.</given-names></name> <name><surname>White</surname> <given-names>P. J.</given-names></name> <name><surname>Paul</surname> <given-names>J.</given-names></name> <name><surname>Didelot</surname> <given-names>X.</given-names></name></person-group> (<year>2018</year>). <article-title>Epidemiological trends of antibiotic resistant gonorrhea in the United Kingdom</article-title>. <source>Antibiotics</source> <volume>7</volume>:<fpage>60</fpage>. doi: <pub-id pub-id-type="doi">10.3390/antibiotics7030060</pub-id>, PMID: <pub-id pub-id-type="pmid">30011825</pub-id></citation></ref>
<ref id="ref39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Willie</surname> <given-names>B.</given-names></name> <name><surname>Sweeney</surname> <given-names>E. L.</given-names></name> <name><surname>Badman</surname> <given-names>S. G.</given-names></name> <name><surname>Chatfield</surname> <given-names>M.</given-names></name> <name><surname>Vallely</surname> <given-names>A. J.</given-names></name> <name><surname>Kelly-Hanku</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>The prevalence of antimicrobial resistant <italic>Neisseria gonorrhoeae</italic> in Papua New Guinea: a systematic review and Meta-analysis</article-title>. <source>Int. J. Environ. Res. Public Health</source> <volume>19</volume>:<fpage>1520</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijerph19031520</pub-id>, PMID: <pub-id pub-id-type="pmid">35162547</pub-id></citation></ref>
<ref id="ref40"><citation citation-type="other"><person-group person-group-type="author"><collab id="coll2">World Health Organization</collab></person-group>. (<year>2012</year>). <source>Global action plan to control the spread and impact of antimicrobial resistance in <italic>Neisseria gonorrhoeae</italic></source>. <publisher-loc>Geneva, Switzerland</publisher-loc>: <publisher-name>World Health Organization</publisher-name>.</citation></ref>
<ref id="ref41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yakobi</surname> <given-names>S. H.</given-names></name> <name><surname>Pooe</surname> <given-names>O. J.</given-names></name></person-group> (<year>2022</year>). <article-title>Antimicrobial resistance of <italic>Neisseria gonorrhoeae</italic> in sub-saharan populations</article-title>. <source>Bacteria</source> <volume>1</volume>, <fpage>96</fpage>&#x2013;<lpage>111</lpage>. doi: <pub-id pub-id-type="doi">10.3390/bacteria1020009</pub-id>, PMID: <pub-id pub-id-type="pmid">36910377</pub-id></citation></ref>
<ref id="ref42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yeshanew</surname> <given-names>A. G.</given-names></name> <name><surname>Geremew</surname> <given-names>R. A.</given-names></name></person-group> (<year>2018</year>). <article-title>Neisseria gonorrhoae and their antimicrobial susceptibility patterns among symptomatic patients from Gondar town, north West Ethiopia</article-title>. <source>Antimicrob. Resist. Infect. Control</source> <volume>7</volume>:<fpage>8</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13756-018-0376-3</pub-id></citation></ref>
<ref id="ref43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zenebe</surname> <given-names>M. H.</given-names></name> <name><surname>Mekonnen</surname> <given-names>Z.</given-names></name> <name><surname>Loha</surname> <given-names>E.</given-names></name> <name><surname>Padalko</surname> <given-names>E.</given-names></name></person-group> (<year>2021</year>). <article-title>Prevalence, risk factors and association with delivery outcome of curable sexually transmitted infections among pregnant women in southern Ethiopia</article-title>. <source>PLoS One</source> <volume>16</volume>:<fpage>e0248958</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0248958</pub-id></citation></ref>
</ref-list>
</back>
</article>