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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Endocrinol.</journal-id>
<journal-title>Frontiers in Endocrinology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Endocrinol.</abbrev-journal-title>
<issn pub-type="epub">1664-2392</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fendo.2024.1348186</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Endocrinology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Effect of environmental factors on seminal microbiome and impact on sperm quality</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Neto</surname>
<given-names>Filipe T. Lira</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/811763"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Viana</surname>
<given-names>Marina C.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cariati</surname>
<given-names>Federica</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/934762"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Conforti</surname>
<given-names>Alessandro</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/441850"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alviggi</surname>
<given-names>Carlo</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/381655"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Esteves</surname>
<given-names>Sandro C.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref> <uri xlink:href="https://loop.frontiersin.org/people/376373"/>
<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/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>AndrosRecife, Andrology Clinic</institution>, <addr-line>Recife</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>ANDROFERT, Andrology and Human Reproduction Clinic</institution>, <addr-line>Campinas</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Public Health, University of Naples Federico II</institution>, <addr-line>Napoli</addr-line>, <country>Italy</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Neuroscience, Reproductive Science and Odontostomatology, University of Naples, Federico II</institution>, <addr-line>Naples</addr-line>, <country>Italy</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Surgery (Division of Urology), University of Campinas (UNICAMP)</institution>, <addr-line>Campinas</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Clinical Medicine, Faculty of Health, Aarhus University</institution>, <addr-line>Aarhus</addr-line>, <country>Denmark</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Sudhanshu Bhushan, University of Giessen, Germany</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Erick J.R. Silva, S&#xe3;o Paulo State University, Brazil</p>
<p>Alessandra Gallo, Federico II University Hospital, Italy</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Sandro C. Esteves, <email xlink:href="mailto:s.esteves@androfert.com.br">s.esteves@androfert.com.br</email>
</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2020;ORCID: Sandro C. Esteves, <uri xlink:href="https://orcid.org/0000-0002-1313-9680">orcid.org/0000-0002-1313-9680</uri>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1348186</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Neto, Viana, Cariati, Conforti, Alviggi and Esteves</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Neto, Viana, Cariati, Conforti, Alviggi and Esteves</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>
<title>Objective</title>
<p>This review provides a comprehensive overview of the existing research on the seminal microbiome and its association with male infertility, while also highlighting areas that warrant further investigation.</p>
</sec>
<sec>
<title>Methods</title>
<p>A narrative review was conducted, encompassing all relevant studies published between 1980-2023 on the male reproductive tract microbiome in humans. This review considered studies utilizing culture-based, polymerase chain reaction (PCR)-based, and next-generation sequencing (NGS)-based methodologies to analyze the microbiome. Data extraction encompassed sample types (semen or testicular tissue), study designs, participant characteristics, employed techniques, and critical findings.</p>
</sec>
<sec>
<title>Results</title>
<p>We included 37 studies comprising 9,310 participants. Among these, 16 studies used culture-based methods, 16 utilized NGS, and five employed a combination of methods for microorganism identification. Notably, none of the studies assessed fungi or viruses. All NGS-based studies identified the presence of bacteria in all semen samples. Two notable characteristics of the seminal microbiome were observed: substantial variability in species composition among individuals and the formation of microbial communities with a dominant species. Studies examining the testicular microbiome revealed that the testicular compartment is not sterile. Interestingly, sexually active couples shared 56% of predominant genera, and among couples with positive cultures in both partners, 61% of them shared at least one genital pathogen. In couples with infertility of known causes, there was an overlap in bacterial composition between the seminal and vaginal microbiomes, featuring an increased prevalence of Staphylococcus and Streptococcus genera. Furthermore, the seminal microbiome had discernible effects on reproductive outcomes. However, bacteria in IVF culture media did not seem to impact pregnancy rates.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Existing literature underscores that various genera of bacteria colonize the male reproductive tract. These organisms do not exist independently; instead, they play a pivotal role in regulating functions and maintaining hemostasis. Future research should prioritize longitudinal and prospective studies and investigations into the influence of infertility causes and commonly prescribed medication to enhance our understanding of the seminal microbiota&#x2019;s role in reproductive health.</p>
</sec>
</abstract>
<kwd-group>
<kwd>male infertility</kwd>
<kwd>microbiome</kwd>
<kwd>microbiota composition</kwd>
<kwd>semen</kwd>
<kwd>spermatozoa</kwd>
<kwd>testicular microbiome</kwd>
<kwd>testis</kwd>
</kwd-group>
<contract-sponsor id="cn001">Universit&#xe0; degli Studi di Napoli Federico II<named-content content-type="fundref-id">10.13039/100007195</named-content>
</contract-sponsor>
<counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="93"/>
<page-count count="21"/>
<word-count count="9085"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Reproduction</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Contrary to earlier perceptions that primarily portrayed bacteria as pathogenic adversaries, contemporary insights reveal a fascinating truth: the human body is teeming with more bacteria than human cells (<xref ref-type="bibr" rid="B1">1</xref>). This revelation aligns with the recognition that nearly all organs and systems host a companion microbiota composed of bacteria, fungi, and viruses that coexist harmoniously with human hosts (<xref ref-type="bibr" rid="B2">2</xref>). These organisms do not lead solitary lives; instead, they play a pivotal role in regulating bodily functions and maintaining hemostasis. Perturbations in the microbiota, termed dysbiosis, which can encompass imbalances in microbial community composition, loss of beneficial symbionts, proliferation of pathobionts or opportunistic organisms, and disruptions in inter-microbial competition and diversity, have been implicated in the onset or exacerbation of various diseases (<xref ref-type="bibr" rid="B3">3</xref>).</p>
<p>The term &#x2018;microbiome&#x2019; refers to diverse microorganisms inhabiting specific organs, systems, or biofluids. Next-generation sequencing (NGS) technology has ushered in a new era of understanding the human microbiome, enabling the detection of previously unknown commensal and pathogenic microorganisms (<xref ref-type="bibr" rid="B4">4</xref>). Leveraging this high-throughput technique, the &#x2018;Human Microbiome Project&#x2019; has characterized microbiomes in various bodily organs and has reported that the urogenital tract microbiome constitutes approximately 9% of the total human microbiota (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). Notably, dysbiosis of the female reproductive microbiome has been associated with reduced pregnancy rates and adverse pregnancy outcomes (<xref ref-type="bibr" rid="B7">7</xref>).</p>
<p>Despite considerable progress in elucidating the human microbiome, the characterization of the male genital tract microbiome remains in its early stages. Most studies concerning the male reproductive microbiota center on the seminal microbiome. Semen comprises secretions from the testicles, epididymis, prostate, seminal vesicles, bulbourethral glands, and periurethral glands, providing a conducive environment for microbial growth due to its nutrient content (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). Therefore, the seminal microbiome serves as a representative of the entire male genital system.</p>
<p>A male factor is identified in up to 50% of infertile couples, and urogenital tract infection represents a potential etiological contributor (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>). Additionally, as many as 25% of men with abnormal semen analysis results are categorized as having idiopathic infertility due to the absence of discernible causes using current diagnostic tools (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Beyond the conventional mechanisms by which pathogenic bacteria can adversely affect male fertility, such as impairing sperm motility and capacitation and inducing oxidative stress and apoptosis (<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>), some researchers propose that dysbiosis of the seminal microbiome may also exert adverse effects on male fertility through as-yet-unclear pathways (<xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>To consolidate the evidence concerning the seminal microbiome and its association with male infertility, we conducted a comprehensive narrative review of all studies about the male reproductive tract microbiome in humans from 1980 to 2023. Our review encompassed research that employed various methodologies, including culture-based, polymerase chain reaction (PCR)-based, and NGS-based techniques to investigate the microbiome in human semen or testicular tissue samples. We systematically collected information on sample types (semen or testicular tissue), study designs, participant demographics, employed methodologies, and key findings. To assess the quality of the included studies, we utilized the &#x2018;Study Quality Assessment Tool for Before-After (Pre-Post) Studies with no Control Group&#x2019; developed by the National Heart, Lung, and Blood Institute. The eligible studies were categorized into three tiers based on their quality: high, medium, or low (<ext-link ext-link-type="uri" xlink:href="http://www.nhlbi.nih.gov/health-topics/study-quality-assessment-tools">www.nhlbi.nih.gov/health-topics/study-quality-assessment-tools</ext-link>). Our review also explores the influence of environmental factors on the seminal microbiome. Finally, we examine the evolving clinical practices stemming from this emerging knowledge and recommend topics for future research to address the existing knowledge gaps.</p>
</sec>
<sec id="s2">
<title>How to assess the microbiome</title>
<p>The initial investigations into the bacterial content of semen relied on culture-based techniques primarily targeting well-known pathogenic bacteria, like <italic>Staphylococcus, Enterococcus, Escherichia, and Ureaplasma</italic> (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>). Consequently, these earlier endeavors yielded limited insights into the resident seminal microbiota, particularly concerning anaerobes and fastidious bacteria, which are challenging to cultivate (<xref ref-type="bibr" rid="B5">5</xref>). Subsequently, PCR-based studies made strides in identifying a broader spectrum of bacteria genera. However, they still failed to provide a comprehensive overview of the seminal microbiome (<xref ref-type="bibr" rid="B25">25</xref>). This limitation arose from the requirement to predetermine the genera of bacteria under investigation, rendering the technique less effective for polymicrobial specimens and frequently resulting in data that were challenging to interpret (<xref ref-type="bibr" rid="B26">26</xref>).</p>
<p>The emergence of NGS technology marked a remarkable breakthrough in exploring the human microbiome. This method directly sequences microbial DNA or RNA within samples, eliminating the reliance on traditional culture-based approaches (<xref ref-type="bibr" rid="B4">4</xref>). Two primary NGS techniques employed for microbiome characterization are amplicon sequencing and shotgun metagenomic sequencing (<xref ref-type="bibr" rid="B27">27</xref>).</p>
<p>Amplicon sequencing involves amplifying a specific region of DNA through PCR and then sequencing the resultant product. Typically, this entails targeting one or more hypervariable regions of the bacterial 16S ribosomal RNA (rRNA) gene (<xref ref-type="bibr" rid="B4">4</xref>). The hypervariable regions, being highly conserved and ubiquitous among bacteria, offer a suitable basis for analysis (<xref ref-type="bibr" rid="B28">28</xref>). Nevertheless, due to practical constraints related to time and cost, only a subset of these variable regions is generally chosen for sequencing. This approach introduces potential bias since no single region effectively distinguishes all bacteria species, and sequencing specific hypervariable regions may yield varying results.</p>
<p>In contrast, shotgun metagenomic sequencing (SMS) comprehensively assesses all the DNA within a given sample. This method involves DNA extraction and random fragmentation, followed by the ligation of barcodes and adapters to each fragment, facilitating sample identification and DNA sequencing. Subsequently, the obtaining reads are meticulously cleaned and aligned with a reference database to identify taxa and assess functional potential (<xref ref-type="bibr" rid="B28">28</xref>). Unlike amplicon sequencing, SMS metagenomic sequencing enables the detection of fungi, parasites, and DNA viruses (<xref ref-type="bibr" rid="B29">29</xref>). Furthermore, SMS has superior resolution and sensitivity in detecting species-level changes and predicting functional potential (<xref ref-type="bibr" rid="B28">28</xref>).</p>
</sec>
<sec id="s3">
<title>Seminal microflora of healthy men</title>
<p>A limited number of studies employing NGS have investigated the seminal microbiome of healthy men, often including them as part of a control group (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Notably, two distinct features have emerged regarding the seminal microbiome: a wide variation in species composition among individuals and the formation of microbial communities dominated by particular species (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B22">22</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Characteristics of studies examining the seminal microbiome in healthy men.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Author, year, (country)</th>
<th valign="middle" align="center">Design</th>
<th valign="middle" align="center">Patients</th>
<th valign="middle" align="center">Sample type</th>
<th valign="middle" align="center">Technique</th>
<th valign="middle" align="center">Main Phyla/Genera</th>
<th valign="top" align="center">Other findings</th>
<th valign="top" align="center">Study quality</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Veneruso et&#xa0;al.,<break/>2023 (<xref ref-type="bibr" rid="B30">30</xref>)<break/>(Italy)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">7 men with normal SA</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V4 &#x2013; V6 hypervariable region of 16S rRNA gene</td>
<td valign="middle" align="center">Proteobacteria were the most abundant phylum;<break/>
<italic>Achromobacte, Staphylococcus, Gardnerella</italic>, and <italic>Serratia</italic> were the most abundant genera</td>
<td valign="top" align="center"/>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="center">Yao et&#xa0;al.,<break/>2022 (<xref ref-type="bibr" rid="B31">31</xref>)<break/>(China)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">20 men with normal SA</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V3 - V4 hypervariable region of 16S rRNA gene</td>
<td valign="middle" align="center">
<italic>Streptococcus, Lactobacillus, Burkholderia-Caballeronia-Paraburkholderia, Staphylococcus, Gardnerella</italic>
<break/>
<italic>Lactobacillus</italic>-enriched group predominated in men with normal SA<break/>
<italic>Streptococcus</italic>-enriched group predominated in men with leukocytospermia</td>
<td valign="top" align="center"/>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="center">Bukharin et&#xa0;al.,<break/>2022 (<xref ref-type="bibr" rid="B32">32</xref>)<break/>(Russia)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">30 healthy men</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture + Sequencing of 16S rRNA gene)</td>
<td valign="middle" align="center">
<italic>Staphylococcus, Corynebacterium, Enterococcus, Neisseria, Veillonella;</italic>
</td>
<td valign="top" align="center"/>
<td valign="middle" align="center">Fair</td>
</tr>
<tr>
<td valign="middle" align="center">Lundy et&#xa0;al.,<break/>2021 (<xref ref-type="bibr" rid="B33">33</xref>)<break/>(USA)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">12 men with proven paternity</td>
<td valign="middle" align="center">Semen<break/>Urine<break/>Rectal swab</td>
<td valign="middle" align="center">Sequencing V3 - V4 hypervariable region of 16S rRNA gene)</td>
<td valign="top" align="center">Urine and semen contained an abundance of <italic>Gardnerella</italic> and <italic>Corynebacterium</italic> compared to the rectum<break/>Decreased <italic>Veillonella, Prevotella</italic> and increased <italic>Pseudomonas, Pseudoxanthomonas</italic>, and <italic>Acidovorax</italic> in semen compared to urine</td>
<td valign="top" align="center">
<italic>Collinsella</italic> and <italic>Staphylococcus</italic> depleted in semen following vasectomy;<break/>
<italic>Finegoldia</italic> in uncircumcised men</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="center">Pagliuca et&#xa0;al.,<break/>2021 (<xref ref-type="bibr" rid="B16">16</xref>)<break/>(Italy)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">16 men with normal SA</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture positive if concentration &gt; 10&#xb3;cfu/m<break/>and PCR</td>
<td valign="middle" align="center">
<italic>Staphylococcus coagulase negative, Enterococcus faecalis, Streptococcus anginosus, Streptococcus agalactiae, Staphylococcus aureus</italic>
</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="center">Okwelogu et&#xa0;al.,<break/>2021 (<xref ref-type="bibr" rid="B34">34</xref>)<break/>(Nigeria)</td>
<td valign="middle" align="center">Cohort</td>
<td valign="middle" align="center">11 men with normal basic SA</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V4 hypervariable region of 16S rRNA gene)</td>
<td valign="middle" align="center">
<italic>Lactobacillus, Gardnerella, Veillonella, Corynebacterium, Escherichia, Haemophilus, Prevotella</italic>
</td>
<td valign="top" align="center">Couples shared 56% of the predominant genera;<break/>Couples with clinical pregnancy after IVF had<break/>increased abundance of<break/>
<italic>Lactobacillus jensenii, and Faecalibacterium</italic>,<break/>whereas<break/>
<italic>Proteobacteria, Prevotella,and Bacteroidetes were decreased</italic>
</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="center">Yang et&#xa0;al.,<break/>2020 (<xref ref-type="bibr" rid="B35">35</xref>)<break/>(China)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">58 healthy controls</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V1 and V2 hypervariable region of 16S rRNA gene)</td>
<td valign="middle" align="center">
<italic>Pelomonas, Propionibacterium, Boseagenosp, Bosea, Afipia, Sphingomonas</italic>, and <italic>Vogesella</italic>
</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Fair</td>
</tr>
<tr>
<td valign="middle" align="center">Baud et&#xa0;al.,<break/>2019 (<xref ref-type="bibr" rid="B36">36</xref>)<break/>(Switzerland)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">26 men with normal SA</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V1 and V2 hypervariable regions of 16S rRNA gene)</td>
<td valign="middle" align="center">Overall: <italic>Actinobacteria, Bacteroidetes, Firmicute</italic>, and <italic>Proteobacteria phyla;</italic>
<break/>
<italic>Staphylococcus</italic> genus was significantly more abundant in the normal SA group<italic>;</italic>
<break/>
<italic>Lactobacillus</italic> genus was enriched in samples with normal morphology</td>
<td valign="top" align="center">Three broad microbiota profiles identified:<break/>
<italic>Prevotella</italic>-dominant,<break/>
<italic>Lactobacillus</italic>-dominant, and<break/>Polymicrobial</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="center">Alfano et&#xa0;al.,<break/>2018 (<xref ref-type="bibr" rid="B37">37</xref>)<break/>(Italy)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">5 men with normal spermatogenesis who underwent orchiectomy</td>
<td valign="middle" align="center">Testicular tissue</td>
<td valign="middle" align="center">Sequencing V3 to V5 hypervariable regions of 16S rRNA gene)</td>
<td valign="middle" align="center">Normal germline: <italic>Actinobacteria, Bacteroidetes, Firmicutes</italic>, and <italic>Proteobacteria</italic>
</td>
<td valign="top" align="center"/>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="center">Zeyad et&#xa0;al.,<break/>2018 (<xref ref-type="bibr" rid="B38">38</xref>)<break/>(Germany)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">55 non-bacteriospermic men</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture: positive if concentration &gt; 10&#xb3;cfu/ml</td>
<td valign="middle" align="center">
<italic>S. aureus (9%), E. coli (7%)</italic>,<break/>
<italic>S epidermidis (6%)</italic>,<break/>
<italic>S haemolyticus (5%)</italic>,<break/>
<italic>E. faecalis (5%)</italic>, and<break/>
<italic>S. agalactiae (2%)</italic>
</td>
<td valign="top" align="center">No significant DFI differences in men with bacteriospermia;<break/>Decreased fertilization in men with bacteriospermia (p&lt;0.05)</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="center">Chen et&#xa0;al.,<break/>2018 (<xref ref-type="bibr" rid="B39">39</xref>)<break/>(China)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">5 fertile semen donors</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V4 hypervariable regions of 16S rRNA gene</td>
<td valign="middle" align="center">Firmicutes, Proteobacteria, Bacteroidetes and Actinobacteria were the predominant phyla<break/>
<italic>Lactobacillus, Prevotella, Proteus, Pseudomonas</italic>, and <italic>Veillonella</italic> were the dominant genera</td>
<td valign="middle" align="center">
<italic>Alicyclobacillus, Amaricoccus, Anaeromyxobacter, Aquicella, Arsenicicoccus</italic> were decreased when compared to men with azoospermia</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="center">Monteiro et&#xa0;al.,<break/>2017 (<xref ref-type="bibr" rid="B40">40</xref>)<break/>(Portugal)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">29 men with normal basic SA</td>
<td valign="middle" align="center">Semen<break/>(pooled by subgroups)</td>
<td valign="middle" align="center">Sequencing V3 to V6 hypervariable regions of 16S rRNA gene)</td>
<td valign="middle" align="center">Overall: <italic>Enterococcus, Staphylococcus, Anaerococcus, Corynebacterium, Peptoniphilus</italic>, and<break/>
<italic>Propionibacterium</italic>
</td>
<td valign="top" align="center">
<italic>Corynebacterium</italic>, <italic>Haemophilus</italic>, and <italic>Streptococcus</italic>
<break/>at considerable abundancies (&gt;1%)</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="center">Vilvanathan et&#xa0;al., 2016 (<xref ref-type="bibr" rid="B41">41</xref>)<break/>(India)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">47 men with normal sperm count</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture: positive if concentration &gt; 10&#xb3;cfu/ml</td>
<td valign="middle" align="center">Overall:<break/>
<italic>E. faecalis (30%)</italic>,<break/>
<italic>Coagulase negative Staphylococcus (23.3%)</italic>,<break/>
<italic>Staphylococcus aureus (20%)</italic>,<break/>
<italic>E. coli (10%)</italic>,<break/>
<italic>Klebsiella pneumoniae (6.6%)</italic>,<break/>
<italic>Proteus sp (6.6%)</italic>, and<break/>
<italic>Citrobacter sp (3.3%)</italic>
</td>
<td valign="top" align="center"/>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="center">Fraczek et&#xa0;al.,<break/>2016 (<xref ref-type="bibr" rid="B42">42</xref>)<break/>(Poland)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">30 normozoospermic men without bacteriospermia or leucocytospermia</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture: positive if concentration &gt; 10&#x2074;cfu/ml</td>
<td valign="middle" align="center">Coagulase-negative <italic>Staphylococcus (22.9%), Streptococcus spp (12.3%), Enterococcus spp (13.8%), Mycoplasma spp (4.6%);</italic>
<break/>Gram+ aerobic (16.5%): <italic>Corynebacterium glucuronolyticum-seminale, C. striatum</italic>, and <italic>C. propinquum</italic>
<break/>Gram-negative aerobic (3.7%): <italic>Escherichia coli</italic>, and <italic>Proteus mirabilis)</italic>
<break/>Gram+ anaerobic (6.4%): <italic>Propionibacterium acnes, P. propionicum, P. avidum</italic>, and <italic>Bifidobacterium</italic> sp.<break/>Gram negative anaerobic (13.8%): <italic>Bacteroides urealyticum, Prevotella melaninogenica, P. intermedia</italic>, and <italic>Fusobacterium varium;</italic>
<break/>One sample<italic>: Candida albicans</italic>
</td>
<td valign="top" align="center"/>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="center">Weng et&#xa0;al.,<break/>2014 (<xref ref-type="bibr" rid="B27">27</xref>)<break/>(China)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">10 men with abnormal semen volume</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V4 hypervariable region of 16S rRNA gene</td>
<td valign="middle" align="center">Overall: <italic>Lactobacillus, Pseudomonas, Prevotella, Gardnerella, Rhodanobacter, Streptococcus, Finegoldia</italic> and <italic>Haemophilus</italic>
<break/>Normal SA group: <italic>Lactobacillus, Pseudomonas, Gardnerella, Prevotella Rhodanobacter</italic>, and <italic>Streptococcus</italic>,</td>
<td valign="top" align="center"/>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="center">Hou et&#xa0;al.,<break/>2013 (<xref ref-type="bibr" rid="B43">43</xref>)<break/>(China)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">19 healthy sperm donors</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V1 and V2 hypervariable regions of 16S rRNA gene</td>
<td valign="middle" align="center">Overall:<break/>
<italic>Ralstonia, Lactobacillus, Corynebacterium, Streptococcus, Staphylococcus, Prevotella, Finegoldia</italic>, and <italic>Anaerococcus</italic>
</td>
<td valign="top" align="center"/>
<td valign="middle" align="center">Fair</td>
</tr>
<tr>
<td valign="middle" align="center">Kjaergaard et&#xa0;al., 1997 (<xref ref-type="bibr" rid="B44">44</xref>)<break/>(Denmark)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">115 normozoospermic men</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture positive if concentration<break/>&gt;10&#xb3;cfu/m<break/>and PCR</td>
<td valign="middle" align="center">Commensals:<break/>
<italic>Ureaplasma urealyticum</italic>,<break/>
<italic>Gardnerella vaginalis</italic>,<break/>
<italic>Enterococcus faecalis</italic>, and<break/>Enterobacteriaceae</td>
<td valign="top" align="center">No association between semen quality and semen microorganisms</td>
<td valign="middle" align="center">High</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>SA, semen analysis; DFI, Sperm DNA Fragmentation Index.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In one of the initial NGS-based studies, Hou et&#xa0;al. sequenced the V1-V2 regions of 16S rRNA genes, revealing that even in healthy sperm donors, semen harbors a more diverse bacteria population than sperm itself (<xref ref-type="bibr" rid="B43">43</xref>). Their findings highlighted <italic>Ralstonia, Lactobacillus, Corynebacterium, Streptococcus, and Staphylococcus</italic> as the most prevalent bacteria in seminal fluid; these bacteria are organized into six distinct communities based on species composition and structure.</p>
<p>Weng et&#xa0;al. employed sequencing of the V4 hypervariable region of the 16S rRNA gene to examine 36 semen samples with normal basic semen analysis parameters. Their study identified <italic>Lactobacillus, Pseudomonas, Gardnerella, Prevotella, and Rhodanobacter</italic> as the most common genera (<xref ref-type="bibr" rid="B27">27</xref>). Additionally, the bacterial communities formed three main clusters: <italic>Pseudomonas</italic>-predominant, <italic>Lactobacillus</italic>-predominant, and <italic>Prevotella</italic>-predominant, with <italic>Lactobacillus</italic>-predominant group being the most frequent in the normal samples.</p>
<p>Similarly, Baud et&#xa0;al., utilizing sequencing of the V1 and V2 hypervariable regions of the 16S rRNA gene, examined 26 samples from men undergoing fertility evaluation who had normal basic semen analysis parameters. Their findings revealed three distinct microbiota communities: a <italic>Lactobacillus</italic>-predominant group, a <italic>Prevotella</italic>-predominant group, and a polymicrobial group (<xref ref-type="bibr" rid="B36">36</xref>). <italic>Staphylococcus</italic> was associated with normal semen analysis parameters, while the <italic>Lactobacillus</italic> genus was enriched in samples with normal morphology.</p>
<p>Another study reported that <italic>Lactobacillus</italic>, <italic>Gardnerella</italic>, <italic>Veillonella</italic>, <italic>Corynebacterium</italic>, and <italic>Escherichia</italic> were the most prevalent genera in the semen of men with normal basic semen analysis results (<xref ref-type="bibr" rid="B34">34</xref>). Bukharin et&#xa0;al. analyzed the seminal microbiome composition in 30 healthy men, identifying <italic>Staphylococcus</italic>, <italic>Corynebacterium</italic>, <italic>Enterococcus</italic>, <italic>Neisseria</italic>, and <italic>Veillonella</italic> as the most prevalent genera (<xref ref-type="bibr" rid="B32">32</xref>). Moreover, Yao et&#xa0;al. examined semen samples of 20 men with normal basic semen analysis parameters, revealing the main genera as <italic>Streptococcus</italic>, <italic>Lactobacillus, Burkholderia-Caballeronia-Paraburkholderia</italic>, <italic>Staphylococcus</italic> and <italic>Gardnerella</italic> (<xref ref-type="bibr" rid="B31">31</xref>). Interestingly, a <italic>Lactobacillus</italic>-enriched group predominated among these men.</p>
<p>Conversely, Monteiro et&#xa0;al. reported a low prevalence of <italic>Lactobacillus</italic> and a high prevalence of <italic>Enterococcus</italic> in semen samples of men with normal basic semen analysis parameters, employing sequencing of the V3 to V6 hypervariable regions of the 16S rRNA gene (<xref ref-type="bibr" rid="B40">40</xref>). However, it is essential to note that all the samples used in this study were derived from leftovers of assisted reproduction procedures, making it possible that some cases might have involved male factor infertility. Correspondingly, Yang et&#xa0;al., using sequencing of the V1 and V2 hypervariable regions of the 16S rRNA gene, demonstrated that <italic>Pseudomonas</italic>, <italic>Propionibacterium</italic>, <italic>Boseagenosp</italic>, <italic>Bosea</italic>, and <italic>Afipia</italic> were the most prevalent genera in healthy men with normal basic semen analysis parameters (<xref ref-type="bibr" rid="B35">35</xref>). Intriguingly, these authors observed an increased abundance of <italic>Lactobacillus</italic> in men with abnormal semen analysis results.</p>
<p>Given the diverse microfluidic components of semen and the microbiome&#x2019;s complexity, it is estimated that approximately 30% of microorganisms in the semen originate from the urethra microbiome (<xref ref-type="bibr" rid="B35">35</xref>). Furthermore, specific genera, such as <italic>Pseudomonas</italic>, <italic>Pseudoxanthomonas</italic>, and <italic>Acidovorax</italic>, are overrepresented in the seminal microbiome compared to the urethral microbiome, suggesting their origin from upstream anatomic compartments (<xref ref-type="bibr" rid="B33">33</xref>). Thus, the seminal microbiome represents a composite of the microbiomes of the testicular, epididymal, prostatic, vesicular, and urethral regions (<xref ref-type="bibr" rid="B33">33</xref>) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Higher microbiota diversity in the gut, skin, and oral cavity is often considered beneficial for human health (<xref ref-type="bibr" rid="B45">45</xref>). Interestingly, data from studies regarding the male genital tract microbiome is heterogeneous. Some authors have suggested that greater microbiota diversity harms sperm health (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B47">47</xref>), while others have found that reduced seminal biodiversity is associated with poor semen quality (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B39">39</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Dominant microbiota phyla and genera in testicular tissue samples and semen analysis obtained by existing diagnostic methods: next-generation sequencing (NGS), culture, and polymerase chain reaction (PCR).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-15-1348186-g001.tif"/>
</fig>
</sec>
<sec id="s4">
<title>Seminal microflora of men with altered semen quality</title>
<p>Most culture-based studies examining cohorts of infertile couples have failed to establish a conclusive link between the presence of bacteria in semen and abnormal semen analysis parameters (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B48">48</xref>&#x2013;<xref ref-type="bibr" rid="B51">51</xref>). However, Ricci et&#xa0;al. reported reduced sperm motility in samples testing positive for microorganisms compared to negative samples (<xref ref-type="bibr" rid="B52">52</xref>). They also observed a negative association between <italic>E. faecalis</italic> and semen quality. Likewise, Zeyad et&#xa0;al. identified a negative impact of bacterial presence on sperm concentration and motility (<xref ref-type="bibr" rid="B38">38</xref>). Along these lines, Pagliuca et&#xa0;al. showed a significant correlation between infected status assessed by culture and PCR with semen volume, sperm concentration, and motility (<xref ref-type="bibr" rid="B16">16</xref>). Below, we summarize findings from studies using NGS to explore the microbiome of men with abnormal semen analysis parameters (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>
<bold>;</bold> <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Dominant microbiota genera in fertile and infertile men, obtained by existing diagnostic methods: next-generation sequencing (NGS), culture, and polymerase chain reaction (PCR).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-15-1348186-g002.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Characteristics of studies investigating semen/sperm microbiome in infertile men.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Author, year, (country)</th>
<th valign="middle" align="center">Design</th>
<th valign="middle" align="center">Patients</th>
<th valign="middle" align="center">Sample type</th>
<th valign="middle" align="center">Technique</th>
<th valign="middle" align="center">Main Phyla/Genera</th>
<th valign="top" align="center">Other<break/>findings</th>
<th valign="middle" align="center">Study<break/>quality</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Veneruso et&#xa0;al.,<break/>2023 (<xref ref-type="bibr" rid="B30">30</xref>)<break/>(Italy)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">13 men with abnormal SA</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V4 &#x2013; V6 hypervariable region of 16S rRNA gene</td>
<td valign="middle" align="center">Proteobacteria were the most abundant phylum;<break/>
<italic>Lactobacillus, Escherichia, Shigella</italic>, and <italic>Serratia</italic> were the most abundant genera</td>
<td valign="middle" align="center">The genera <italic>Mannheimia, Escherichia_Shigella</italic>, and <italic>Varibaculum</italic>
<break/>were significantly increased in men with abnormal SA when compared to men with normal SA</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Yao et&#xa0;al.,<break/>2022 (<xref ref-type="bibr" rid="B31">31</xref>)<break/>(China)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">13 men with asthenozoospermia,<break/>22 men with leukocytospermia, and<break/>32 men with asthenozoospermia and leukocytospermia;</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V3 - V4 hypervariable region of 16S rRNA gene</td>
<td valign="middle" align="center">Overall: <italic>Streptococcus, Lactobacillus, Burkholderia-Caballeronia-Paraburkholderia, Staphylococcus</italic>, and <italic>Gardnerella;</italic>
<break/>
<italic>Lactobacillus</italic>-enriched group predominated in men with asthenozoospermia, whereas<break/>
<italic>Streptococcus</italic>-enriched group predominated in men with leukocytospermia</td>
<td valign="middle" align="center">Diversity increased in men with leukocytospermia;<break/>Bacteroides were increased in men with leukocytospermia</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Bukharin et&#xa0;al.,<break/>2022 (<xref ref-type="bibr" rid="B32">32</xref>)<break/>(Russia)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">42 infertile men with abnormal SA</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture + Sequencing of 16S rRNA gene</td>
<td valign="middle" align="center">
<italic>Staphylococcus, Corynebacterium, Enterococcus, Streptococcus</italic>, and <italic>Escherichia</italic>
</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Fair</td>
</tr>
<tr>
<td valign="middle" align="left">Molina et&#xa0;al.,<break/>2021 (<xref ref-type="bibr" rid="B53">53</xref>)<break/>(Spain)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">7 azoospermic men (13 samples),<break/>3 men with high SDF (9 samples), and 1 man with severe OAT (2 samples)</td>
<td valign="middle" align="center">Testicular tissue</td>
<td valign="middle" align="center">Sequencing V3 and V4 hypervariable regions of 16S rRNA gene</td>
<td valign="middle" align="center">
<italic>Blautia, Cellulosibacter, Clostridium XIVa, Clostridium XIVb, Clostridium XVIII, Collinsella, Prevotella, Prolixibacter, Robinsoniella</italic>, and <italic>Wandonia.</italic>
</td>
<td valign="middle" align="center">50-70% contamination</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Lundy et&#xa0;al.,<break/>2021 (<xref ref-type="bibr" rid="B33">33</xref>)<break/>(USA)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">25 men with primary idiopathic infertility</td>
<td valign="middle" align="center">Semen,<break/>Urine, and<break/>Rectal swab</td>
<td valign="middle" align="center">Sequencing V3 - V4 hypervariable region of 16S rRNA gene</td>
<td valign="middle" align="center">Infertile group: Increased <italic>Aerococcus, Prevotella, Pseudomonas</italic>, and decreased <italic>Collinsella</italic>
<break/>Infertile group + varicocele<italic>: Bacteroids, Peptoniphilus</italic>
</td>
<td valign="top" align="center">Rectum of infertile men: decreased A<italic>naerococcus</italic> and increased <italic>Lachnospiraceae, Collinsella</italic>, and <italic>Coprococcus;</italic>
<break/>Urine of infertile men: increased <italic>Anaerococcus;</italic>
<break/>SAM cycle strongly over-represented in the urine and semen of infertile men</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Pagliuca et&#xa0;al.,<break/>2021 (<xref ref-type="bibr" rid="B16">16</xref>)<break/>(Italy)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">37 men with abnormal SA</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture positive if concentration &gt; 10&#xb3;cfu/m<break/>and PCR</td>
<td valign="middle" align="center">
<italic>Staphylococcus coagulase negative, Haemophilus haemolyticus, Enterococcus faecalis, Haemophilus parainfluenzae, Gardnerella vaginalis</italic>
</td>
<td valign="middle" align="center">Bacteria were found more frequently in men with abnormal SA when compared to those with normal SA (70% vs 31%)</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Okwelogu et&#xa0;al.,<break/>2021 (<xref ref-type="bibr" rid="B34">34</xref>)<break/>(Nigeria)</td>
<td valign="middle" align="center">Cohort</td>
<td valign="middle" align="center">36 male partners of infertile couples: 7 men with oligozoospermia, 7 men with azoospermia, 10 men with asthenozoospermia, and 1 man with teratozoospermia</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V4 hypervariable region of 16S rRNA gene</td>
<td valign="middle" align="center">Oligozoospermia: <italic>Prevotella, Escherichia, Lactobacillus, Shuttleworthia, Serratia, Megasphaera, Gardnerella, Sneathia, Porphyromonas;</italic>
<break/>Azoospermia: <italic>Lactobacillus, Enterococcus, Corynebacterium, Veillonella, Gardnerella, Ureaplasma</italic>, and <italic>Prevotella</italic>
</td>
<td valign="middle" align="center">Leukocytospermia: Increased <italic>Bacteroides</italic> and <italic>Prevotella;</italic>
<break/>Decreased <italic>Lactobacillus reuteri</italic> group, and <italic>Faecalibacterium</italic>
</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Campisciano et&#xa0;al.,<break/>2020 (<xref ref-type="bibr" rid="B54">54</xref>)<break/>(Italy)</td>
<td valign="middle" align="center">Cohort</td>
<td valign="middle" align="center">47 male partners of infertile couples: 22 men with explained infertility, and 25 with unexplained infertility</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V3 hypervariable region of 16S rRNA gene</td>
<td valign="middle" align="center">Overall: <italic>Prevotella</italic>
<break/>Explained Infertility group: Increased Prevotella (<italic>p. bivia and Staphylococcus</italic>);<break/>Unexplained Infertility group: Increased <italic>Lactobacillus gasseri</italic>
</td>
<td valign="top" align="center">
<italic>Prevotella</italic> had a higher relative abundance in HPV-positive semen samples (25% vs. 17%)</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Yang et&#xa0;al.,<break/>2020 (<xref ref-type="bibr" rid="B35">35</xref>)<break/>(China)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">8 men with azoospermia,<break/>58 men with asthenozoospermia, and<break/>22 men with oligoasthenozoospermia</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V1 and V2 hypervariable region of 16S rRNA gene</td>
<td valign="middle" align="center">Men with asthenozoospermia had increased abundance of <italic>Sneathia, Ralstonia, Ureaplasma</italic>,<break/>
<italic>Bacteroides</italic>, and <italic>Chryseobacterium</italic>
<break/>Men with oligoasthenozoospermia had an increased abundance of<break/>
<italic>Ralstonia, Oscillospira, Parabacteroides, Lachnospira</italic>, and <italic>Phascolarctobacterium</italic>
</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Fair</td>
</tr>
<tr>
<td valign="middle" align="left">Baud et&#xa0;al.,<break/>2019 (<xref ref-type="bibr" rid="B36">36</xref>)<break/>(Switzerland)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">68 men with abnormal SA</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V1 and V2 hypervariable regions of 16S rRNA gene</td>
<td valign="middle" align="center">
<italic>Prevotella</italic> genus was significantly enriched in the abnormal SA group</td>
<td valign="top" align="center">Three broad microbiota profiles identified:<break/>
<italic>Prevotella</italic>-dominant, <italic>Lactobacillus</italic>-dominant, and<break/>Polymicrobial</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Ndiokwere et&#xa0;al.,<break/>2019 (<xref ref-type="bibr" rid="B55">55</xref>)<break/>(Nigeria)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">22 semen samples from men undergoing fertility evaluation</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V4 hypervariable region of 16S rRNA gene</td>
<td valign="middle" align="center">
<italic>Serratia, Lactobacillus, Corynebacterium, Staphylococcus</italic>, and <italic>Prevotella</italic>
</td>
<td valign="top" align="center">Species<italic>: Serratia marcescens Lactobacillus iners, Serratia entomophila, Haemophilus parainfluenzae</italic>, and <italic>Corynebacterium tuberculostearicum</italic>
</td>
<td valign="middle" align="center">Fair</td>
</tr>
<tr>
<td valign="middle" align="left">Zeyad et&#xa0;al.,<break/>2018 (<xref ref-type="bibr" rid="B38">38</xref>)<break/>(Germany)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">29 men with bacteriospermia</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture: positive if concentration &gt; 10&#xb3;cfu/ml</td>
<td valign="middle" align="center">
<italic>S. aureus</italic> (9%),<break/>
<italic>E. coli</italic> (7%),<break/>
<italic>S. epidermidis</italic> (6%),<break/>
<italic>S. haemolyticus (</italic>5%),<break/>
<italic>E. faecalis</italic> (5%), and<break/>
<italic>S. agalactiae (2%)</italic>
</td>
<td valign="top" align="center">Bacteriospermia 34.5% of samples;<break/>Bacteriospermia associated with reduced sperm concentration and motility;<break/>Bacteriospermia not associated with increased DFI;<break/>Bacteriospermia associated with decreased fertilization</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Ricci et&#xa0;al., 2018 (<xref ref-type="bibr" rid="B52">52</xref>) (Italy)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">285 male partners of infertile couples</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture positive if concentration &gt; 10&#xb3;cfu/m</td>
<td valign="middle" align="center">Bacteriospermia in 29.1% of specimens;<break/>
<italic>Staphylococcus aureus</italic> (0.7%), <italic>Enterococcus fecalis</italic> (11.6%), <italic>Streptococcus agalactiae</italic> (4.6%), <italic>Escherichia coli</italic> (6.7%), <italic>Streptococcus anginosus</italic> (0.3%), <italic>S. haemolyticus</italic> (2%), <italic>and U. urealyiticum</italic> (2%)</td>
<td valign="middle" align="center">Bacteriospermia associated with a decrease in total motility and progressive motility;<break/>
<italic>Enterococcus fecalis</italic> associated with reduced sperm motility and morphology</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Chen et&#xa0;al.,<break/>2018 (<xref ref-type="bibr" rid="B39">39</xref>)<break/>(China)</td>
<td valign="middle" align="center">Cross</td>
<td valign="middle" align="center">6 men with OA;<break/>6 men with iNOA</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V4 hypervariable regions of 16S rRNA gene</td>
<td valign="middle" align="center">Firmicutes, Proteobacteria, Bacteroidetes and Actinobacteria were the predominant phyla<break/>
<italic>Lactobacillus, Prevotella, Proteus, Pseudomonas</italic>, and <italic>Veillonella</italic> were the dominant genera</td>
<td valign="top" align="center">
<italic>Solibacillus, Campylobacter, Campyiobacteraceae and Plesiomonas</italic> were reduced in the OA group;<break/>
<italic>Sneathia</italic> and <italic>Lysobacter</italic> were reduced in iNOA group</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Alfano et&#xa0;al.,<break/>2018 (<xref ref-type="bibr" rid="B37">37</xref>)<break/>(Italy)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">10 men with iNOA:<break/>5 with positive sperm retrieval, and 5 with negative sperm retrieval</td>
<td valign="middle" align="center">Testicular tissue</td>
<td valign="middle" align="center">Sequencing V3 to V5 hypervariable regions of 16S rRNA gene</td>
<td valign="middle" align="center">
<italic>Actinobacteria</italic>
<break/>and <italic>Firmicutes</italic>
</td>
<td valign="top" align="center">Increased number of bacteria in the testis of iNOA men;<break/>Positive sperm retrievals: <italic>Actinobacteria</italic> and <italic>Firmicutes</italic>
<break/>Negative sperm retrievals:<break/>
<italic>Actinobacteria</italic>
</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Zeyad et&#xa0;al.,<break/>2017 (<xref ref-type="bibr" rid="B56">56</xref>)<break/>(Germany)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">36 men with bacteriospermia</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture: positive if concentration &gt; 10&#xb3;cfu/ml</td>
<td valign="middle" align="center">
<italic>Staphylococcus sp</italic> (15%; <italic>aureus, epidermidis, haemolyticus, xylosus)</italic>;<break/>
<italic>Escherichia coli</italic> (5%);<break/>
<italic>Streptococcus spp</italic> (6%: <italic>agalactie, pneumoniae);</italic>
<break/>
<italic>Enterococcus faecalis</italic> (4%), and<break/>
<italic>Klebsiella pneumoniae</italic> (1.6%)</td>
<td valign="top" align="center">Bacteriospermia associated with reduced sperm concentration and motility;<break/>Neither morphology nor DFI was significantly impacted by bacteriospermia</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Monteiro et&#xa0;al.,<break/>2017 (<xref ref-type="bibr" rid="B40">40</xref>)<break/>(Portugal)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">27 men with AT,<break/>35 men with OAT,<break/>And 27 men with hyperviscosity</td>
<td valign="middle" align="center">Semen<break/>(pooled by subgroups)</td>
<td valign="middle" align="center">Sequencing V3 to V6 hypervariable regions of 16S rRNA gene</td>
<td valign="middle" align="center">Overall: <italic>Enterococcus, Staphylococcus, Anaerococcus, Corynebacterium, Peptoniphilus</italic>, and<break/>
<italic>Propionibacterium;</italic>
<break/>OAT and Hyperviscosity groups: <italic>Cyanobacteria</italic> and <italic>Fusobacteria</italic>
</td>
<td valign="top" align="center">Lower prevalence of <italic>Lactobacillus</italic> and <italic>Propionibacterium</italic>;<break/>Higher prevalence of <italic>Pseudomonas</italic>, <italic>Klebsiella</italic>, <italic>Aerococcus</italic>, <italic>Actinobaculum</italic>, and <italic>Neisseria</italic> in OAT and hyperviscosity groups</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Vilvanathan et&#xa0;al.,<break/>2016 (<xref ref-type="bibr" rid="B41">41</xref>)<break/>(India)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">37 men with oligozoospermia and 1 individual with<break/>azoospermia</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture: positive if concentration &gt; 10&#xb3;cfu/ml</td>
<td valign="middle" align="center">Bacteriospermia in 35% of specimens;<break/>Overall:<break/>
<italic>E. faecalis</italic> (30%),<break/>
<italic>Coagulase-negative Staphylococcus</italic> (23.3%),<break/>
<italic>Staphylococcus aureus</italic> (20%),<break/>
<italic>E. coli</italic> (10%),<break/>
<italic>Klebsiella pneumoniae</italic> (6.6%),<break/>
<italic>Proteus sp</italic> (6.6%), and<break/>
<italic>Citrobacter sp</italic> (3.3%)</td>
<td valign="middle" align="center">Presence of asymptomatic bacteriospermia not associated with abnormal semen parameters;<break/>Altered semen quality among different bacterial species lacked significant associations</td>
<td valign="middle" align="center">Fair</td>
</tr>
<tr>
<td valign="middle" align="left">Mashaly et&#xa0;al., 2016 (<xref ref-type="bibr" rid="B57">57</xref>) (Egypt)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">60 infertile men: 30 without leukocytospermia (G1), and 30 with leukocytospermia (G2)</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture: positive if concentration &gt; 10.000 cfu/ml</td>
<td valign="middle" align="center">G1: <italic>Corynebacterium</italic> (26.7%), <italic>Corynebacterium + E. coli</italic> (3.3%), <italic>Staphylococcus aureus</italic> (13.3%), <italic>Haemolytic streptococci + E.coli</italic> (3.3%);<break/>G2: <italic>Corynebacterium</italic> (10%), <italic>Corynebacterium + E.coli</italic> (0%), <italic>Staphylococcus aureus</italic> (10%), <italic>Haemolytic streptococci + E.coli</italic> (0%)</td>
<td valign="top" align="center">Bacteriospermia in 33% of specimens; 20% <italic>Corynebacteria;</italic>
<break/>Sperm motility considerably lower in positive culture with <italic>Corynebacteria</italic>;<break/>Nonsignificant difference in sperm concentration and morphology between patients with Corynebacteria positive or negative cultures</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Ruggeri et&#xa0;al., 2016 (<xref ref-type="bibr" rid="B58">58</xref>) (Italy)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">246 male partners of infertile couples: 212 negative semen culture; 15 positive semen culture; 19 mixed flora</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Not<break/>specified</td>
<td valign="middle" align="center">
<italic>Enterococcus faecalis</italic> most common in both men (2.8%) and women (3.6%);<break/>
<italic>Escherichia coli:</italic> men (0.8%) vs. women (3.2%);<break/>
<italic>Ureaplasma urealyticum:</italic> 3.2% (men)</td>
<td valign="top" align="left"/>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Fraczek et&#xa0;al.,<break/>2016 (<xref ref-type="bibr" rid="B42">42</xref>)<break/>(Poland)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">30 normozoospermic men with isolated bacteriospermia;<break/>22 normozoospermic with bacteriospermia and leukocytospermia;<break/>19 normozoospermic with isolated leukocytospermia;</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture: positive if concentration &gt; 10&#x2074;cfu/ml</td>
<td valign="middle" align="center">Coagulase-negative: <italic>Staphylococcus</italic> (22.9%),<break/>
<italic>Streptococcus spp</italic> (12.3%),<break/>
<italic>Enterococcus spp</italic> (13.8%),<break/>
<italic>Mycoplasma spp</italic> (4.6%),<break/>
<italic>Gram+ aerobic</italic> (16.5%)<italic>, Corynebacterium glucuronolyticum-seminale, C. striatum</italic>, and <italic>C. propinquum;</italic>
<break/>Gram negative aerobic (3.7%): <italic>Escherichia coli</italic>, and <italic>Proteus mirabilis);</italic>
<break/>Gram+ anaeroibic (6.4%): <italic>Propionibacterium acnes, P. propionicum, P. avidum, Bifidobacterium</italic> sp.<italic>)</italic>
<break/>Gram negative anaerobic (13.8%): <italic>Bacteroides ureolyticum, Prevotella melaninogenica, P. intermedia</italic>, and <italic>Fusobacterium varium</italic>
<break/>One sample<italic>: Candida albicans</italic>
</td>
<td valign="top" align="center">Reduced sperm concentration in all groups compared to the control group;<break/>Significant sdeterioration of motility in the isolated leucocytospermia group;<break/>Necrozoospermia significantly higher in the combined bacteriospermia + leucocytospermia group;<break/>Teratozoospermia significantly higher in the isolated bacteriospermia group</td>
<td valign="middle" align="center">Fair</td>
</tr>
<tr>
<td valign="middle" align="left">M&#xe4;ndar et&#xa0;al.,<break/>2015 (<xref ref-type="bibr" rid="B59">59</xref>)<break/>(Estonia)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">23 infertile men</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V6 hypervariable region of 16S rRNA gene</td>
<td valign="middle" align="center">
<italic>Lactobacillus, Flavobacterium, Prevotela, Porphyromonas</italic>, and <italic>Gardnerella;</italic>
<break/>The mean proportion of proteobacteria was higher in leukocytospermic men</td>
<td valign="middle" align="center">After intercourse, the seminal microbiome shifted the vaginal microbiome</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Weng et&#xa0;al.,<break/>2014 (<xref ref-type="bibr" rid="B27">27</xref>)<break/>(China)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">10 men with abnormal semen volume,<break/>13 men with oligozoospermia,<break/>12 men with asthenozoospermia,<break/>44 men with teratozoospermia,<break/>10 men with antisperm antibodies,<break/>And 18 men with; leukocytospermia</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V4 hypervariable region of 16S rRNA gene</td>
<td valign="middle" align="center">Abnormal SA group: <italic>Lactobacillus, Prevotella, Pseudomonas, Haemophilus, Finegoldia, Rhodanobacter, Corynebacterium</italic> and <italic>Streptococcus</italic>
</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Sellami et&#xa0;al., 2014 (<xref ref-type="bibr" rid="B24">24</xref>) (Tunisia)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">85 infertile men</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture positive if concentration &gt; 10&#x2074;cfu/m, and PCR</td>
<td valign="middle" align="center">Bacteriospermia in 7% of specimens;<break/>Culture: <italic>Group B Streptococcus</italic> (3.5%), <italic>Enterococcus spp</italic> (1.1%), <italic>Staphylococcus aureus</italic> (1.1%), and <italic>Corynebacterium spp</italic> (1.1%);<break/>PCR: <italic>C. trachomatis</italic> (15.2%), <italic>N gonorrhea</italic> (5.8%), <italic>U. urealyticum</italic> (5.8%), <italic>M. genitalium</italic> (5.8%), <italic>U. parvum</italic> (5.8%), and <italic>M. hominis</italic> (5.8%)</td>
<td valign="middle" align="center">
<italic>C. trachomatis</italic> associated with decreased sperm quality and increased apoptosis</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Hou et&#xa0;al.,<break/>2013 (<xref ref-type="bibr" rid="B43">43</xref>)<break/>(China)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">10 men with asthenozoospermia,<break/>23 men with oligoasthenozoospermia, and<break/>25 with oligozoospermia or azoospermia</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Sequencing V1 and V2 hypervariable regions of 16S rRNA gene)</td>
<td valign="middle" align="center">Overall:<break/>
<italic>Ralstonia, Lactobacillus, Corynebacterium, Streptococcus, Staphylococcus, Prevotella, Finegoldia</italic>, and <italic>Anaerococcus;</italic>
<break/>No differences among the groups</td>
<td valign="middle" align="center">
<italic>Anaerococcus</italic> had a negative association with sperm quality</td>
<td valign="middle" align="center">Fair</td>
</tr>
<tr>
<td valign="middle" align="left">Aghazarian et&#xa0;al., 2013 (<xref ref-type="bibr" rid="B50">50</xref>)<break/>(Iran)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">171 men undergoing infertility evaluation</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Not specified</td>
<td valign="middle" align="center">Bacteriospermia in 36.2% of specimens;<break/>
<italic>Ureaplasma urealyticum + Gardnerella vaginalis</italic> (25.8%), <italic>Ureaplasma urealyticum</italic> (19.4%), <italic>G. vaginalis</italic> (16.1%), <italic>Enterococcus faecalis</italic> (9.7%), <italic>E. coli + E. faecalis</italic> (1.6%)</td>
<td valign="top" align="center">No significant association between bacteriospermia and leukocytospermia;<break/>No significant differences in semen parameters in men with bacteriospermia</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Domes et&#xa0;al., 2012 (<xref ref-type="bibr" rid="B51">51</xref>)<break/>(Canada)</td>
<td valign="middle" align="center">Retrospective cohort</td>
<td valign="middle" align="center">4935 samples from infertile men</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture positive if concentration<break/>&gt; 10&#xb3;cfu/m</td>
<td valign="middle" align="center">Bacteriospermia in 15% of specimens;<break/>
<italic>Staphylococcus aureus</italic> (5%), <italic>Enterococcus fecalis</italic> (56%), <italic>Escherichia coli</italic> (16%), <italic>Group B streptococcus</italic> (13%), <italic>Klebsiella pneumoniae</italic> (2.2%), <italic>Proteus mirabilis</italic> (1.7%), <italic>Citrobacter koseri</italic> (1.5%), and <italic>Morganella morganii</italic> (1.3%)</td>
<td valign="middle" align="center">Bacteriospermia associated with an increase in DFI;<break/>Elevated seminal leukocytes dominant factor associated with deterioration in semen parameters</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Isaiah et&#xa0;al., 2011 (<xref ref-type="bibr" rid="B60">60</xref>) (Nigeria)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">140 infertile men</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture</td>
<td valign="middle" align="center">Bacteriospermia in 65.7% of specimens;<break/>
<italic>Staphylococcus aureus</italic> (28.3%), <italic>Staphylococcus saprohyticus</italic> (13%), <italic>Pseudomonas aerouginosa</italic> (6.5%), <italic>Escherichia coli</italic> (19.6%), <italic>Proteus mirabilis</italic> (10.8%), <italic>Staphylococcus spp</italic> (10.8%), <italic>and Proteus vulgaris</italic> (10.8%)</td>
<td valign="middle" align="center">
<italic>Staphylococcus saprohyticus</italic> and <italic>Escherichia coli</italic> associated with altered sperm motility and morphology;<break/>Significant (p&lt;0.001) relationship between bacteriospermia, leukocytes, and total sperm count</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Moretti et&#xa0;al., 2009 (<xref ref-type="bibr" rid="B61">61</xref>) (Italy)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">236 men with bacteriospermia</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture: positive if concentration &gt; 10&#x2074;cfu/ml if gram + and &gt; 10&#x2075;cfu/ml if gram</td>
<td valign="middle" align="center">
<italic>E. faecalis</italic> Bacteriospermia in 33.2% of specimens;<break/>(32.1%), <italic>E.coli</italic> (20.3%), <italic>Streptococcus agalactiae</italic> (13.4%), <italic>U. urealyiticum</italic> (11.8%), <italic>Staphylococcus epidermidis</italic> (9.7%), <italic>Streptococcus anginosus</italic> (9.3%), and <italic>Morganella morganii</italic> (3.2%)</td>
<td valign="middle" align="center">Sperm concentration lower than in controls; progressive motility lower than controls except for samples positive for <italic>S. agalactiae</italic> and <italic>S. anginosus</italic>
</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Gdoura et&#xa0;al., 2008 (<xref ref-type="bibr" rid="B62">62</xref>)<break/>(Tunisia)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">166 men undergoing infertility evaluation</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture and PCR</td>
<td valign="middle" align="center">Overall: <italic>Chlamydia trachomatis</italic> (41.4%), <italic>Ureaplasma urealyticum</italic> (15.5%), and <italic>Mycoplasma hominis</italic> (10.3%)<break/>Culture: <italic>E. coli (</italic>1.7%), <italic>Streptococcus agalactiae</italic> (0.9%), <italic>Citrobacter diversus</italic> (0.9%), <italic>Enterococcus faecalis</italic> (0.9%), and <italic>Gardnerella vaginalis</italic> (0.9%)</td>
<td valign="middle" align="center">Bacteriospermia 56.9%;<break/>bacteria in 56% of semen samples by PCR;<break/>Bacteria in 5.2% semen samples by culture</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Virecoulon et&#xa0;al., 2005 (<xref ref-type="bibr" rid="B45">45</xref>)<break/>(France)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="left">534 male partners of infertile couples</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture: positive if concentration &gt; 10&#xb3;cfu/ml</td>
<td valign="middle" align="center">
<italic>Gardnerella vaginalis</italic> (26.1%), <italic>coagulase-negative staphylococci</italic> (15.7%), <italic>Streptococcus anginosus</italic> (14.2%), <italic>Ureaplasma urealyticum</italic> (15.5%), <italic>Enterobacteriaceae (E. coli, Proteus mirabilis), Corynebacterium spp, and Lactobacillus spp</italic>
</td>
<td valign="middle" align="center">Sterile in 28.8%; polymicrobial flora in 49.3%;<break/>No relationship between the bacterial flora and leukocytospermia;<break/>Low titers of <italic>U. urealyticum</italic> in semen were not associated with a disturbance of the ecosystem</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Levy et&#xa0;al., 1999 (<xref ref-type="bibr" rid="B24">24</xref>) (France)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">92 male partners of infertile couples</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture positive if concentration &gt; 10&#x2074;cfu/m, and PCR</td>
<td valign="middle" align="center">Culture: <italic>Ureaplama urealyticum</italic> (13%)<break/>PCR: <italic>Chlamydia trachomatis</italic> (11%)</td>
<td valign="middle" align="center">No relation between the presence of microorganisms in semen and serum antibodies</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Debata et&#xa0;al., 1999 (<xref ref-type="bibr" rid="B63">63</xref>) (India)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">197 infertile men</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture</td>
<td valign="middle" align="center">
<italic>Ureaplasma. urealyticum</italic> (43%), <italic>Mycoplasma hominis</italic> (17%)</td>
<td valign="middle" align="center">No association between <italic>Ureaplasma</italic> and sperm count;<break/>Bacteriospermia associated with altered sperm morphology</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Kjaergaard et&#xa0;al., 1997 (<xref ref-type="bibr" rid="B44">44</xref>)<break/>(Denmark)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">60 men with mild/moderate oligozoospermia and 26 men with severe oligozoospermia</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture positive if concentration &gt; 10&#xb3;cfu/m, and PCR</td>
<td valign="middle" align="center">Mild/moderate oligozoospermia: Commensals, <italic>Ureaplasm. Urealyticum, Gardnerella vaginalis, Enterococcus faecalis</italic>, Enterobacteriaceae, and <italic>Mycoplasma;</italic>
<break/>Severe oligozoospermia: Commensals, <italic>Ureaplasm. Urealyticum, Enterococcus faecalis, Gardnerella vaginalis</italic>, Enterobacteriaceae, and <italic>Mycoplasma</italic>
</td>
<td valign="middle" align="center">No association between semen quality and microorganisms</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Bussen et&#xa0;al., 1997 (<xref ref-type="bibr" rid="B49">49</xref>) (Italy)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="center">88 male partners of infertile couples<break/>Group 1: 28 negative culture + 14 positive culture for microorganisms that colonize skin (considered control group); Group 2: 46 positive cultures</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">&gt;100 colonies per plate</td>
<td valign="middle" align="left">Bacteriospermia in 68% of specimens;<break/>
<italic>S. epidermidis</italic> (33%): considered to be commensal<break/>
<italic>S. aureus</italic> (9%); <italic>E. coli</italic> (8%); <italic>Enterobacter</italic> spp. (7%); <italic>Group B streptococcus</italic> (8%); <italic>Corynebacteria</italic> (8%)</td>
<td valign="top" align="center">No differences in sperm concentration, count, sperm morphology, and fertilization rates between groups</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Shalika et&#xa0;al., 1996 (<xref ref-type="bibr" rid="B64">64</xref>) (USA)</td>
<td valign="middle" align="center">Cross-seccional</td>
<td valign="middle" align="center">342 male partners of infertile couples</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture</td>
<td valign="middle" align="center">Bacteriospermia in 32% of specimens;<break/>
<italic>Culture: S. aureus</italic> (3%), <italic>Enterococcus spp</italic> (23%)<italic>, Ureaplasma spp</italic> (11%)<italic>, E. coli (</italic>3%), <italic>Proteus mirabillis</italic> (0.5%)<italic>, and Streptococcus spp</italic> (2%)</td>
<td valign="middle" align="center">
<italic>Enterococcus spp</italic> did not adversely affect IVF pregnancy rate;<break/>
<italic>E. coli, S aureus</italic>, and <italic>Ureaplasma urealyticum</italic> potentially affecting IVF pregnancy rates</td>
<td valign="middle" align="center">High</td>
</tr>
<tr>
<td valign="middle" align="left">Eggert-Kruse et&#xa0;al., 1995 (<xref ref-type="bibr" rid="B48">48</xref>)<break/>(Germany)</td>
<td valign="middle" align="center">Cross-sectional</td>
<td valign="middle" align="left">126 male partners of infertile couples</td>
<td valign="middle" align="center">Semen</td>
<td valign="middle" align="center">Culture: positive if concentration &gt; 10<sup>6</sup>cfu/ml</td>
<td valign="middle" align="center">
<italic>Peptococcus sp</italic> (38.1%), <italic>Peptostreptococcus sp</italic> (32.5%), <italic>Veillonella spp</italic> (27.8%), <italic>Lactobacillus spp</italic> (20.6%), <italic>Bacterioides spp (</italic>7.9%: <italic>B. disiens, B.capillosus, B. ruminicola, B. bivius)</italic>, <italic>Propionibacterium spp</italic> (7.1%),<break/>
<italic>Fusobacterium spp</italic> (3.2%: <italic>F. varium, F. mortiferum, F. nucleatum), Gardnerella vaginalis</italic> (3.1%), and <italic>Actinomyces spp (</italic>1.6%: <italic>A. meyeri, A. viscosus);</italic>
<break/>Gram-negative non-identified anaerobic rods (5.6%);<break/>Anaerobic bacteria not identified (11.9%)<break/>
<italic>Mycoplasma hominis</italic> (6.1%); <italic>Ureaplasma urealyticum</italic> (21.2%)</td>
<td valign="top" align="center">99% of samples colonized with anaerobic;<break/>71% potentially pathogenic species;<break/>Potentially pathogenic aerobic microorganisms more frequent in oligozoospermia group;<break/>
<italic>Bacteroides spp</italic> and <italic>Fusobacterium spp</italic> more frequent in the asthenozoospermia and teratozoospermia groups (not statistically significant)</td>
<td valign="middle" align="center">Fair</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>AT, asthenoteratozoospermia; OA, Obstructive Azoospermia; OAT, oligoasthenoteratozoospermia; H, hyperviscosity; iNOA, idiopathic non-obstructive azoospermia; SA, semen analysis; SDF, Sperm DNA Fragmentation; DFI, sperm DNA fragmentation index; PCR, polymerase chain reaction; cfu, colony forming units; HPV, human papillomavirus; SAM, S-adenosyl-L-methionine.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s4_1">
<title>Oligozoospermia</title>
<p>Oligozoospermia, characterized by a sperm concentration below the WHO reference limit (e.g., 16 x 10<sup>6</sup> sperm/mL) (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B65">65</xref>), was associated with specific bacterial genera in the study of Okwelogu and colleagues (<xref ref-type="bibr" rid="B34">34</xref>). <italic>Prevotella</italic>, <italic>Escherichia</italic>, <italic>Lactobacillus</italic>, <italic>Shuttleworthia</italic>, and <italic>Serratia</italic> were the most abundant genera in oligozoospermic men (<xref ref-type="bibr" rid="B34">34</xref>). This observation was corroborated by Lundy and colleagues, who described an inverse association between seminal abundance of <italic>Prevotella</italic> and sperm concentration (<xref ref-type="bibr" rid="B33">33</xref>).</p>
</sec>
<sec id="s4_2">
<title>Asthenozoospermia</title>
<p>Bacterial presence in semen significantly affects motility (<xref ref-type="bibr" rid="B66">66</xref>), a critical component of a basic semen analysis assessment. Asthenozoospermia is typically defined as having less than 30% progressive spermatozoa or less than 42% total motility (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B65">65</xref>, <xref ref-type="bibr" rid="B67">67</xref>). Yang and colleagues showed that men with asthenozoospermia exhibited an increased abundance of <italic>Sneathia, Ralstonia, Ureaplasma, Bacteroides</italic>, and <italic>Chryseobacterium</italic> (<xref ref-type="bibr" rid="B35">35</xref>). Moreover, in men with oligoasthenozoospermia, the genera <italic>Ralstonia, Oscillospira, Parabacteroides, Lachnospira</italic>, and <italic>Phascolarctobacterium</italic> were more abundant. Notably, the authors reported an increased prevalence of <italic>Lactobacillus</italic> in men with astheno- or oligoasthenozoospermia compared to controls with normal basic semen analysis parameters, suggesting <italic>Lactobacillus</italic> as a potential bacterial biomarker for asthenozoospermia (receiver operating characteristics value of 0.841) (<xref ref-type="bibr" rid="B35">35</xref>). Similarly, Yao and colleagues found a <italic>Lactobacillus</italic>-enriched seminal microbial community prevailing in men with asthenozoospermia (<xref ref-type="bibr" rid="B31">31</xref>). In semen samples from men undergoing <italic>in vitro</italic> fertilization (IVF), &#x160;t&#x161;epetova and colleagues noted negative associations between sperm motility and the phyla <italic>Bacteroidetes</italic> and <italic>Proteobacteria</italic>, as well as the classes <italic>Alphaproteobacteria</italic> and <italic>Sphingobacteria</italic> (<xref ref-type="bibr" rid="B68">68</xref>). In contrast, another study found that the seminal abundance of <italic>Pseudomonas</italic>, a proteobacteria, was directly associated with total motile sperm count (<xref ref-type="bibr" rid="B33">33</xref>).</p>
</sec>
<sec id="s4_3">
<title>Oligoasthenoteratozoospermia</title>
<p>Oligoasthenoteratozoospermia (OAT), characterized by abnormalities in the three primary semen analysis parameters (i.e., sperm concentration, motility, and morphology) (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B67">67</xref>), is indicative of severe impairment of spermatogenesis and is linked to reduced chances of natural pregnancy (<xref ref-type="bibr" rid="B69">69</xref>). Monteiro and colleagues associated OAT with the presence of Cyanobacteria and Fusobacteria, an increased prevalence of <italic>Pseudomonas, Klebsiella, Aerococcus, Actinobaculum</italic>, and <italic>Neisseria</italic>, as well as a decreased prevalence of <italic>Lactobacillus</italic> and <italic>Propionibacterium</italic> (<xref ref-type="bibr" rid="B40">40</xref>).</p>
</sec>
<sec id="s4_4">
<title>Azoospermia</title>
<p>Azoospermia is the lack of spermatozoa in the ejaculate (<xref ref-type="bibr" rid="B70">70</xref>). Examining men undergoing IVF, Okwelogu and colleagues found <italic>Lactobacillus</italic>, <italic>Enterococcus</italic>, <italic>Corynebacterium</italic>, <italic>Veillonella</italic>, and <italic>Gardnerella</italic> were the most abundant genera in azoospermic men (<xref ref-type="bibr" rid="B34">34</xref>). However, the authors did not specify the cause of azoospermia.</p>
</sec>
<sec id="s4_5">
<title>Semen quality in general</title>
<p>Several studies investigated the microbiome in men with abnormalities in any basic semen analysis parameters, often referred to as low-quality semen. Hou et&#xa0;al. found no significant differences in the seminal bacterial composition between healthy semen donors and infertile men with abnormal basic semen analysis parameters (<xref ref-type="bibr" rid="B43">43</xref>). However, they did observe a negative association between semen quality and the presence of Anaerococcus. In contrast, Weng et&#xa0;al. demonstrated that a Prevotella-predominant bacterial community was associated with low-quality semen (<xref ref-type="bibr" rid="B27">27</xref>). Similarly, Baud et&#xa0;al. found that the <italic>Prevotella</italic> genus was significantly enriched in the semen of men with abnormal semen analysis parameters (<xref ref-type="bibr" rid="B36">36</xref>).</p>
<p>Furthermore, Lundy et&#xa0;al. reported an increased prevalence of <italic>Aerococcus</italic> and decreased Collinsella in semen samples from infertile men compared to fertile controls (<xref ref-type="bibr" rid="B33">33</xref>). In this study, male infertility was defined as the presence of altered basic semen parameters and an inability to father a child after 12 months of trying. Along these lines, Bukharin et&#xa0;al., also studying infertile men, demonstrated that <italic>Staphylococcus</italic>, <italic>Corynebacterium</italic>, <italic>Enterococcus</italic>, <italic>Streptococcus</italic>, and <italic>Escherichia</italic> were the most prevalent genera in the semen (<xref ref-type="bibr" rid="B32">32</xref>).</p>
</sec>
<sec id="s4_6">
<title>Leukocytospermia</title>
<p>Leukocytospermia, characterized by the presence of &gt;1.0 million leukocytes per mL of semen (<xref ref-type="bibr" rid="B71">71</xref>), is classically associated with genitourinary tract infection since bacteriospermia can trigger the recruitment of seminal leukocytes (<xref ref-type="bibr" rid="B10">10</xref>). However, other conditions, such as exposure to vaginal products during intercourse, smoking, genitourinary procedures, and autoimmunity, may increase the number of leukocytes in semen (<xref ref-type="bibr" rid="B51">51</xref>). In most studies employing standard culture techniques, the presence of bacteria in the semen of asymptomatic men was not associated with an increase of seminal leukocytes (<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B50">50</xref>&#x2013;<xref ref-type="bibr" rid="B52">52</xref>), even when leukocytospermia was defined with low cutoff values (e.g., 0.2 x 10<sup>6</sup> leukocytes/mL) (<xref ref-type="bibr" rid="B62">62</xref>). Despite that, some authors have reported associations between leukocytospermia and bacteriospermia (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B61">61</xref>). For instance, Yao et&#xa0;al., using NGS to assess the seminal microbiome, reported that a <italic>Streptococcus</italic>-enriched bacterial community predominated in men with leukocytospermia (<xref ref-type="bibr" rid="B31">31</xref>). The authors also found an increased prevalence of Bacteroidetes associated with leukocytospermia. Additionally, &#x160;t&#x161;epetova et&#xa0;al. showed that in men undergoing IVF, <italic>Staphylococcus</italic> sp. was associated with leukocytospermia (<xref ref-type="bibr" rid="B68">68</xref>). However, Lundy and colleagues found an inverse association between <italic>Aerococcus</italic> abundance and leukocytospermia. Nevertheless, when comparing the seminal microbiome between infertile men with and without leukocytospermia, no differences were observed in measures of bacterial diversity (<xref ref-type="bibr" rid="B33">33</xref>).</p>
</sec>
<sec id="s4_7">
<title>Oxidative stress and sperm DNA fragmentation</title>
<p>Oxidative stress and sperm DNA fragmentation are commonly observed in infertile men and may result from the activation of seminal leukocytes (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B72">72</xref>&#x2013;<xref ref-type="bibr" rid="B75">75</xref>). When using NGS to evaluate the seminal microbiome of men with elevated oxidative stress (oxidation-reduction potential &gt;1.34 mV/10<sup>6</sup> sperm/ml), Lundy et&#xa0;al. reported modest differences in three taxa (<italic>Serratia, Streptococcus and Curvibacter</italic>) (<xref ref-type="bibr" rid="B33">33</xref>). Conversely, using culture-based methods, Zeyad and colleagues did not find differences in sperm DNA fragmentation levels between men with or without bacteriospermia (<xref ref-type="bibr" rid="B38">38</xref>). However, in a large study including nearly 5,000 infertile men, Domes et&#xa0;al. identified a negative association between culture-positive semen and sperm DNA integrity (<xref ref-type="bibr" rid="B41">41</xref>). In line with this, when assessing only healthy men with normal basic semen analysis parameters, Fraczek and colleagues reported increased sperm DNA damage in those with positive semen culture but no increase in oxidative stress markers (<xref ref-type="bibr" rid="B42">42</xref>).</p>
</sec>
<sec id="s4_8">
<title>Inflammatory markers</title>
<p>Bacteria in the genitourinary tract may lead to inflammatory responses mediated by various cytokines produced by leukocytes (<xref ref-type="bibr" rid="B72">72</xref>). Hence, it is reasonable to assume that the seminal microbiome can influence the production of these inflammatory mediators. Bukharin et&#xa0;al. demonstrated that <italic>Staphylococcus</italic> isolated from the semen of healthy men degraded IL-10 and IL-17 more intensely than those from the semen of infertile men (<xref ref-type="bibr" rid="B32">32</xref>). Additionally, <italic>Enterococcus</italic> from infertile men reduced IL-1 levels, and <italic>Corynebacterium</italic> from these individuals reduced TNF-&#x3b1; levels to a greater extent than those isolated from healthy subjects (<xref ref-type="bibr" rid="B32">32</xref>). These findings suggest that the seminal microbiome can influence the host&#x2019;s inflammatory response, at least locally. By contrast, culture-based studies did not establish an association between the presence of bacteria in semen and seminal levels of inflammatory markers (<xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B76">76</xref>).</p>
</sec>
</sec>
<sec id="s5">
<title>Epididymal and testicular microflora</title>
<p>Evaluating the epididymal or testicular microbiome requires harvesting biofluids or tissue samples from these organs. In this context, Alfano et&#xa0;al. conducted a study using testicular samples from men with idiopathic non-obstructive azoospermia (iNOA) and normozoospermic men who underwent orchiectomy (<xref ref-type="bibr" rid="B37">37</xref>). Employing NGS to sequence the V3 to V5 hypervariable regions of the 16S rRNA gene with NGS, the authors made a groundbreaking discovery, revealing that the testicular compartment is not sterile. In the testicular tissue of men with normal spermatogenesis, they identified the phyla <italic>Actinobacteria, Bacteroidetes, Firmicutes, and Proteobacteria</italic>. However, despite the increased presence of bacterial DNA in testicular samples from men with iNOA, only the phyla <italic>Actinobacteria</italic> and <italic>Firmicutes</italic> were identified in these samples.</p>
<p>Furthermore, the testicular microbiome of NOA men with complete germline cell aplasia exhibited reduced bacterial richness and diversity, with a dominance of the <italic>Actinobacteria</italic> phylum and the absence of <italic>Clostridia</italic>. Similarly, Molina et&#xa0;al. utilized testicular samples from sperm retrieval procedures in men with azoospermia, severe oligoasthenozoospermia, or high DNA fragmentation to study the testicular microbiome (<xref ref-type="bibr" rid="B53">53</xref>). The authors also observed low levels of bacteria and identified ten genera specific to the testicles, including <italic>Blautia (phylum Firmicutes), Cellulosibacter (Firmicutes), Clostridium XIVa (Firmicutes), Clostridium XIVb (Firmicutes), Clostridium XVIII (Firmicutes), Collinsella (Actinobacteria), Prevotella (Bacteroidetes), Prolixibacter (Bacteroidetes), Robinsoniella (Firmicutes), and Wandonia (Bacteroidetes).</italic> Notably, despite stringent antiseptic measures, contamination accounted for 50&#x2013;70% of all detected bacterial reads, suggesting that sperm retrieval from the testes is not performed under sterile conditions (<xref ref-type="bibr" rid="B53">53</xref>).</p>
<p>Using a different strategy, Lundy et&#xa0;al. demonstrated that <italic>Collinsella</italic> and <italic>Staphylococcus</italic> were prevalent in semen samples from healthy fertile men and depleted in samples from men who underwent vasectomy, implying that these two genera are constituents of the testicular or epididymal microbiome (<xref ref-type="bibr" rid="B33">33</xref>). To date, no studies have examined the epididymal microbiome.</p>
</sec>
<sec id="s6">
<title>Other factors that can affect the seminal microbiome</title>
<sec id="s6_1">
<title>Diet (gut microbiome)</title>
<p>High-fat (HFD) and high-sugar &#x201c;Western&#x201d; diets have been associated with obesity, metabolic disorders, and alterations in gut microbiota composition in both humans and animals (<xref ref-type="bibr" rid="B3">3</xref>). However, the impact of HFD-induced dysbiosis on reproductive function remains unclear. In a study by Zhang et&#xa0;al., significant differences in the bacterial composition of the gut microbiota were observed between the HFD and normal diet groups (<xref ref-type="bibr" rid="B77">77</xref>). The HFD was associated with a decreased abundance of Bacteroidetes and Verrucomicrobia and an increased abundance of Firmicutes and Proteobacteria (<xref ref-type="bibr" rid="B3">3</xref>). Notably, the HFD resulted in reduced sperm concentration and motility, along with a decrease in spermatocyte and round spermatid numbers. Analysis of the gut microbiota in the HFD group revealed an increased abundance of <italic>Bacteroides</italic>, <italic>Prevotella</italic>, <italic>Rikenella</italic>, and <italic>Lactobacillus</italic>. The authors also analyzed fecal samples from healthy semen donors and infertile men with asthenozoospermia, oligozoospermia, and teratozoospermia, demonstrating a similar strong negative correlation between sperm motility and the combined abundance of Bacteroides and Prevotella. Moreover, <italic>Prevotella copri</italic>, a dominant species within Prevotella, was implicated in spermatogenic defects. These findings suggest a potential role of HFD-induced gut microbiota dysbiosis in impairing spermatogenesis and sperm motility.</p>
</sec>
<sec id="s6_2">
<title>Sexual habits</title>
<p>A culture-based study demonstrated that men who never had sexual intercourse exhibited lower total seminal bacterial concentration and diversity than sexually active men (<xref ref-type="bibr" rid="B78">78</xref>). Nelson et&#xa0;al. applied sequencing of the V1-V9 sub-regions of 16 S rRNA alleles to evaluate the coronal sulcus microbiome from eighteen healthy 14&#x2013;17 year-old teens (<xref ref-type="bibr" rid="B79">79</xref>). The authors reported that some taxa associated with bacterial vaginitis including <italic>Mycoplasma</italic>, <italic>Ureaplasma</italic>, and <italic>Sneathia</italic> were detected only in participants with sexual experience, mainly vaginal intercourse and fellatio. Moreover, studying men who have sex with men, Liu et&#xa0;al. observed that bacteria in the semen of these men overlapped with those previously described in the vagina, including <italic>Streptococcus</italic>, <italic>Corynebacterium</italic>, <italic>Staphylococcus</italic>, <italic>Prevotella</italic> and <italic>Mycoplasma</italic> (<xref ref-type="bibr" rid="B80">80</xref>). These finding suggest that partnered sexual activity influences on the composition of the seminal microbiome. Unfortunately, there is no data in the current literature regarding the association of specific modalities of sexual activity to changes in the seminal microbiome.</p>
</sec>
<sec id="s6_3">
<title>Sexually transmitted infections</title>
<p>Human papillomavirus (HPV) infection has been associated with reduced semen quality (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B79">79</xref>, <xref ref-type="bibr" rid="B81">81</xref>). The mechanisms underlying this association are unclear but may include apoptosis of sperm cells, sperm DNA damage, and the production of antisperm antibodies. Additionally, HPV-positive semen samples exhibited higher <italic>Moraxellaceae</italic>, <italic>Streptococcus</italic>, and <italic>Peptostreptococcus</italic> abundances than HPV-negative semen samples (<xref ref-type="bibr" rid="B80">80</xref>). Notwithstanding these observations, the authors of the above study did not perform semen analysis to assess the impact of these alterations on semen quality.</p>
<p>Furthermore, Human Immunodeficiency Virus (HIV) has been shown to induce changes in the seminal microbiome. Liu et&#xa0;al. demonstrated that men with HIV infection had decreased semen microbiome diversity and richness, which were restored after six months of antiretroviral therapy (<xref ref-type="bibr" rid="B82">82</xref>). The semen bacterial load was associated with pro-inflammatory semen cytokines and semen viral load, suggesting a role of the semen microbiome in HIV sexual transmission (<xref ref-type="bibr" rid="B82">82</xref>).</p>
</sec>
</sec>
<sec id="s7">
<title>Impact of seminal microbiome on the female genital tract</title>
<p>The seminal microbiome influences the microflora of the female genital tract. A well-established example of such influence is the association between bacterial vaginosis, a dysbiotic condition, and frequent vaginal intercourse (<xref ref-type="bibr" rid="B83">83</xref>). A study examining risk factors for bacterial vaginosis in women with and without HIV infection demonstrated that the presence of spermatozoa in Gram-stained vaginal smear samples, which serves as a biological marker of recent exposure to semen, was the only common factor in both groups (<xref ref-type="bibr" rid="B84">84</xref>).</p>
<p>Furthermore, the production of H<sub>2</sub>O<sub>2</sub> by certain vaginal lactobacilli is essential for maintaining a healthy vaginal environment (<xref ref-type="bibr" rid="B85">85</xref>). Having more than two sexual partners during the past year has been identified as a risk factor for the absence of H2O2-producing lactobacilli among women with bacterial vaginosis (<xref ref-type="bibr" rid="B86">86</xref>). Several studies that simultaneously assessed the seminal and vaginal microbiomes of sexual partners have confirmed this finding. For instance, Okwelogu et&#xa0;al. found that couples shared 56% of predominant genera, suggesting that the composition of the reproductive tract microbiota, whether healthy or dysbiotic, could influence the microbial composition of their sexual partners (<xref ref-type="bibr" rid="B34">34</xref>). Similarly, Campisciano et&#xa0;al. demonstrated that couples with infertility of known causes exhibited an overlap in the bacterial composition of their seminal and vaginal microbiomes, including an increased prevalence of <italic>Staphylococcus</italic> and <italic>Streptococcus</italic> genera (<xref ref-type="bibr" rid="B54">54</xref>). The authors also noted a higher abundance of <italic>Lactobacillus gasseri</italic> in the semen of couples with unexplained infertility than those with explained infertility. Using PCR and culture-based techniques, Borovkova et&#xa0;al. found that up to seven new species could be introduced, and the same number removed from vaginal microflora after intercourse (<xref ref-type="bibr" rid="B87">87</xref>). Additionally, using culture-based methods, Ricci et&#xa0;al. found that 61% of couples with positive cultures in both partners shared at least one genital pathogen (<xref ref-type="bibr" rid="B52">52</xref>).</p>
</sec>
<sec id="s8">
<title>Impact of seminal microbiome on the reproductive outcomes</title>
<sec id="s8_1">
<title>Natural pregnancy</title>
<p>Early studies utilizing culture-based methods failed to identify differences in the microbial patterns in the ejaculate of men from couples who achieved natural pregnancy compared to those who did not (<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B64">64</xref>, <xref ref-type="bibr" rid="B76">76</xref>). In a study by Eggert-Kruse et&#xa0;al., anaerobic and &#x201c;potentially pathogenic&#x201d; bacteria were cultured in 94.7% and 84.2% of the fertile men, respectively. Furthermore, there was no association between microbial colonization and natural pregnancy after a 6-month follow-up (<xref ref-type="bibr" rid="B76">76</xref>).</p>
</sec>
<sec id="s8_2">
<title>Assisted reproduction technology</title>
<p>Semen and vaginal cultures are typically carried out before assisted reproduction technology (ART). However, interpreting positive cultures in asymptomatic patients can be challenging due to the possibility of contamination. Nonetheless, specific pathogens, such as <italic>E. faecalis</italic>, <italic>U. urealyticum</italic>, <italic>M. hominis, G. vaginalis, and E. coli</italic>, were more prevalent in the genital tract of couples that had experienced IVF failure (<xref ref-type="bibr" rid="B52">52</xref>). Additionally, Zeyad et&#xa0;al. reported a weak negative correlation between bacteriospermia and fertilization rates in couples undergoing IVF (r=&#x2212;0.239, p&lt;0.05) (<xref ref-type="bibr" rid="B38">38</xref>). Interestingly, sperm preparation techniques like swim-up and density gradient (<xref ref-type="bibr" rid="B88">88</xref>), commonly used to process semen for ART, can reduce bacteria counts in asymptomatic infertile men, but total clearance is rarely achieved (<xref ref-type="bibr" rid="B89">89</xref>). Thus, it seems evident that ART is commonly performed in a non-sterile environment despite taking precautions to prevent sample and equipment contamination (<xref ref-type="bibr" rid="B90">90</xref>).</p>
<p>NGS studies corroborate this idea and have reported associations between specific types of seminal microbiome and <italic>in vitro</italic> fertilization/intracytoplasmic sperm injection (IVF/ICSI) outcomes (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). &#x160;t&#x161;epetova et&#xa0;al. investigated the microbiome of raw semen, processed semen, incubated sperm, and IVF culture media from 50 couples undergoing IVF (<xref ref-type="bibr" rid="B68">68</xref>). The authors utilized sequencing of the V2 and V3 hypervariable region of the 16S rRNA gene and real-time PCR. They observed decreasing bacterial reads count as semen samples underwent processing (i.e., raw &gt; washed &gt;incubated). The most abundant genera of bacteria in raw semen were <italic>Lactobacillus</italic>, <italic>Incertae sedis XI</italic>, <italic>Staphylococcus</italic>, and <italic>Prevotella</italic>. Processed semen samples exhibited a more heterogeneous microbial composition. Higher counts of <italic>Alphaproteobacteria</italic> and <italic>Gammaproteobacteria</italic> in washed sperm, as well as <italic>Corynebacterium</italic> sp. in raw semen samples, were associated with reduced embryo quality. Conversely, couples with increased embryo quality had a higher mean proportion of the <italic>Enterobacteriaceae</italic> group in raw semen (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Bacterial reads were detected in IVF culture media in 8% of the samples via NGS and more than 70% by the real-time PCR method, with <italic>Lactobacillus</italic> and <italic>Phyllocterium</italic> being the most frequent genera.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Dominant seminal microbiota genera associated with pregnancy success after assisted reproductive technology.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-15-1348186-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Dominant seminal microbiota genera associated with embryo quality.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-15-1348186-g004.tif"/>
</fig>
<p>Nevertheless, bacteria in IVF culture media do not seem to influence pregnancy rates. Utilizing sequencing of the V4 region of the 16S rRNA, Okwelogu et&#xa0;al. demonstrated that semen samples from couples with clinical pregnancy after ICSI exhibited increased colonization by <italic>Lactobacillus jensenii</italic> group and <italic>Faecalibacterium</italic>, along with a decreased prevalence of <italic>Proteobacteria</italic>, <italic>Prevotella</italic>, <italic>Bacteroidetes</italic> taxa compared to those with adverse outcomes (<xref ref-type="bibr" rid="B34">34</xref>). Conversely, a study applying sequencing of variable regions 3 and 4 of the 16S rRNA found no differences in seminal microbiome composition and diversity between male partners of couples that had or did not have a successful pregnancy after intrauterine insemination (<xref ref-type="bibr" rid="B91">91</xref>). On the female side, a recent analysis of the endometrial microbiome of women undergoing IVF demonstrated that 73.9% of the endometrial samples assessed with NGS were colonialized by one or more microbes, further highlighting the fact that human reproduction often happens in the presence of a bacterial microbiota (<xref ref-type="bibr" rid="B92">92</xref>). <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref> summarizes the main bacterial phyla or genera associated with fertility status and outcomes.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Dominant seminal microbiota phyla or genera associated with fertility status and outcomes.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-15-1348186-g005.tif"/>
</fig>
</sec>
</sec>
<sec id="s9">
<title>Future directions and recommendations for semen microbiome studies</title>
<p>The emerging field of seminal microbiota research has illuminated the intricate microbial communities residing in the male reproductive tract. While significant progress has been made in characterizing these microorganisms and their potential functions of these microorganisms, several critical areas detailed below merit further exploration (<xref ref-type="bibr" rid="B93">93</xref>).</p>
<list list-type="simple">
<list-item>
<p>1. <bold>Standardized Protocols</bold>: To ensure the reliability and reproducibility of results, it is imperative to establish standardized protocols for sample collection, handling, DNA extraction, and NGS analysis. Future research should formulate guidelines and best practices to mitigate technical variations and biases that may arise during these processes. This will facilitate robust comparisons between studies and enable the integration and comparison of findings across different research groups.</p>
</list-item>
<list-item>
<p>2. <bold>Optimal Variable Regions:</bold> The choice of variable regions within the 16S rRNA gene for sequencing can impact the accuracy and resolution of results. Future studies should aim to pinpoint the most informative variable regions specific to the seminal microbiota. This will help establish a standardized sequencing approach, enhancing comparability across studies and facilitating meta-analyses.</p>
</list-item>
<list-item>
<p>3. <bold>Shotgun Metagenomics</bold>: While most research has focused on bacterial communities, the seminal microbiota likely includes viruses and fungi. Future investigations should leverage shotgun metagenomics approaches to comprehensively identify and characterize these components. This will provide a complete understanding of the microbial landscape and its potential role in male infertility and semen abnormalities.</p>
</list-item>
<list-item>
<p>4. <bold>Contamination Mitigation:</bold> Contamination poses a significant challenge in microbiota research. Future studies should prioritize stringent measures to prevent and detect contamination at each experimental stage. This includes incorporating negative controls during sample collection, DNA extraction, library preparation, and sequencing. Stringent quality control measures will enhance the reliability of results and minimize the impact of potential contamination on data interpretation.</p>
</list-item>
<list-item>
<p>5. <bold>Pathogenic strain determination</bold>: It is known that some bacteria species can have pathogenic and non-pathogenic strains. Thus, it is of utmost importance to differentiate the strains that have the potential to cause harm from those that are commensals. This subtyping can be done using NGS (<xref ref-type="bibr" rid="B64">64</xref>), and coupled with data from databases such as the National Center for Biotechnology Information Pathogen Detection, this approach can better identify &#x201c;friends and foes&#x201d;.</p>
</list-item>
<list-item>
<p>6. <bold>Functional role of seminal microbiota</bold>. Few studies have delved into the role played by the male genital tract microbiome and who it interacts with spermatogenesis, but it is plausible that this microbiota regulates the immune microenvironment of testis, playing a role in providing nutrients, regulating the testicular immune microenvironment, and modulating signal transduction (<xref ref-type="bibr" rid="B88">88</xref>, <xref ref-type="bibr" rid="B89">89</xref>). To advance in this field, further studies should focus not only on describing the components of the seminal microbiome, but also to assess their function in this system by using <italic>in vitro</italic> and ex vivo experimental systems for studying host&#x2013;microbiome interactions, similar to what has been used to study gut and respiratory microbiomes (<xref ref-type="bibr" rid="B90">90</xref>).</p>
</list-item>
<list-item>
<p>7. <bold>Multi-site Investigation</bold>: Given that the seminal microbiome likely originates from multiple sites within the reproductive tract, simultaneous assessment of the microbiome composition of each of these organs (i.e., testis, epididymis, vas deferens, prostate, seminal vesicles, urethra, and penis) may provide deeper insights into their relevance to male infertility conditions, enabling more tailored treatment.</p>
</list-item>
<list-item>
<p>8. <bold>Longitudinal Studies</bold>: Longitudinal research is crucial for capturing dynamic changes in the seminal microbiota over time and understanding its potential impact on male fertility. Future research should prioritize longitudinal study designs to explore temporal variations in the microbiota composition and function within individuals and across different stages of reproductive health. This will elucidate the role of seminal microbiota in physiological and pathological conditions and its contribution to infertility and semen alterations.</p>
</list-item>
<list-item>
<p>9. <bold>Prospective Studies</bold>: Prospective studies are necessary to establish a direct link between seminal microbiota and reproductive outcomes. These studies should involve monitoring the male reproductive tract microbiota in men attempting natural conception or undergoing ART. Researchers might unravel the seminal microbiome&#x2019;s potential impact on fertility and ART success by correlating microbiota profiles with pregnancy rates, embryo development, and other ART outcomes.</p>
</list-item>
<list-item>
<p>10. <bold>Impact of Male Infertility Causes</bold>: Male infertility can stem from various causes, including genetic factors, hormonal imbalances, infections, and structural abnormalities. Future research should investigate the specific influence of different infertility causes on the seminal microbiome. This will shed light on whether distinct microbial signatures are linked to specific infertility etiologies and guide the development of targeted therapeutic strategies tailored to individual patients.</p>
</list-item>
<list-item>
<p>11. <bold>Effects of Commonly Prescribed Drugs</bold>: Several drugs and treatments are commonly prescribed for male infertility management, such as vitamin supplements, antibiotics, and hormonal therapy. Future research should explore whether and how these interventions impact the seminal microbiome. Understanding the effects of these therapeutic agents on microbial communities will provide insights into their potential contributions to fertility outcomes and guide the development of more personalized treatment regimens.</p>
</list-item>
</list>
</sec>
<sec id="s10" sec-type="conclusions">
<title>Conclusions</title>
<p>The exploration of the seminal microbiome has opened a fascinating realm of research, shedding light on the intricate microbial communities residing within the male reproductive tract. This emerging field has revealed a complex interplay between these microorganisms and male fertility, semen quality, and their potential influence on female reproductive health. The evidence compiled from various studies using culture-based and NGS techniques has provided valuable insights into these microbial communities&#x2019; composition, dynamics, and potential functions. One of the key takeaways from this review is the pressing need for standardized protocols and best practices in sample collection, DNA extraction, and NGS analysis. By establishing rigorous methodologies, the scientific community can ensure the reliability and reproducibility of results, fostering more robust comparisons between studies and facilitating meta-analyses. Additionally, the choice of variable regions within the 16S rRNA gene for sequencing and the application of shotgun metagenomics for a comprehensive assessment of viruses and fungi within the seminal microbiota are vital considerations for future research. Prospective and longitudinal studies and investigations into the impacts of various male infertility causes and commonly prescribed drugs hold promise for unraveling the intricate relationships between the seminal microbiome and male reproductive outcomes. This knowledge enhances our understanding of male fertility and paves the way for personalized interventions and treatments tailored to individual patients. Exploring the seminal microbiome represents a dynamic and rapidly evolving field poised to advance our comprehension of male reproductive health and potentially revolutionize clinical approaches to male infertility and semen alterations.</p>
</sec>
<sec id="s11" sec-type="author-contributions">
<title>Author contributions</title>
<p>FL: Writing &#x2013; original draft. MV: Writing &#x2013; original draft. FC: Funding acquisition, Writing &#x2013; review &amp; editing. AC: Funding acquisition, Writing &#x2013; review &amp; editing. CA: Funding acquisition, Writing &#x2013; review &amp; editing. SE: Conceptualization, Methodology, Project administration, Supervision, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s12" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was supported by an unrestricted research grant from the Department of Neuroscience, Reproductive Science and Odontostomatology, University of Naples, Federico II, Naples, Italy.</p>
</sec>
<sec id="s13" sec-type="COI-statement">
<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>
<p>The reviewer AG declared a shared affiliation with the author(s) FC, AC, CA to the handling editor at the time of review.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision</p>
</sec>
<sec id="s14" 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>
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