<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD with MathML3 v1.3 20210610//EN"  "JATS-archivearticle1-3-mathml3.dtd"><article xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.3"><front><journal-meta><journal-id journal-id-type="nlm-ta">elife</journal-id><journal-id journal-id-type="publisher-id">eLife</journal-id><journal-title-group><journal-title>eLife</journal-title></journal-title-group><issn publication-format="electronic" pub-type="epub">2050-084X</issn><publisher><publisher-name>eLife Sciences Publications, Ltd</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">101606</article-id><article-id pub-id-type="doi">10.7554/eLife.101606</article-id><article-id pub-id-type="doi" specific-use="version">10.7554/eLife.101606.3</article-id><article-version article-version-type="publication-state">version of record</article-version><article-categories><subj-group subj-group-type="display-channel"><subject>Research Article</subject></subj-group><subj-group subj-group-type="heading"><subject>Immunology and Inflammation</subject></subj-group></article-categories><title-group><article-title>Sex-dependent gastrointestinal colonization resistance to MRSA is microbiota and Th17 dependent</article-title></title-group><contrib-group><contrib contrib-type="author"><name><surname>Lejeune</surname><given-names>Alannah</given-names></name><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="aff" rid="aff2">2</xref><xref ref-type="other" rid="fund9"/><xref ref-type="fn" rid="con1"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author"><name><surname>Zhou</surname><given-names>Chunyi</given-names></name><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="aff" rid="aff2">2</xref><xref ref-type="fn" rid="con2"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author"><name><surname>Ercelen</surname><given-names>Defne</given-names></name><xref ref-type="aff" rid="aff3">3</xref><xref ref-type="fn" rid="con3"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author"><name><surname>Putzel</surname><given-names>Gregory</given-names></name><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="aff" rid="aff4">4</xref><xref ref-type="fn" rid="con4"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author"><name><surname>Yao</surname><given-names>Xiaomin</given-names></name><xref ref-type="aff" rid="aff2">2</xref><xref ref-type="fn" rid="con5"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author"><name><surname>Guy</surname><given-names>Alyson R</given-names></name><xref ref-type="aff" rid="aff5">5</xref><xref ref-type="fn" rid="con6"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author"><name><surname>Pawline</surname><given-names>Miranda</given-names></name><xref ref-type="aff" rid="aff3">3</xref><xref ref-type="fn" rid="con7"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author"><name><surname>Podkowik</surname><given-names>Magdalena</given-names></name><xref ref-type="aff" rid="aff2">2</xref><xref ref-type="aff" rid="aff4">4</xref><xref ref-type="fn" rid="con8"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author"><name><surname>Pironti</surname><given-names>Alejandro</given-names></name><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="aff" rid="aff4">4</xref><xref ref-type="fn" rid="con9"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author" corresp="yes"><name><surname>Torres</surname><given-names>Victor J</given-names></name><contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0002-7126-0489</contrib-id><email>victor.torres@stjude.org</email><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="aff" rid="aff6">6</xref><xref ref-type="other" rid="fund1"/><xref ref-type="other" rid="fund3"/><xref ref-type="fn" rid="con10"/><xref ref-type="fn" rid="conf2"/></contrib><contrib contrib-type="author" corresp="yes"><name><surname>Shopsin</surname><given-names>Bo</given-names></name><contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0009-0001-7729-8584</contrib-id><email>Bo.Shopsin@nyulangone.org</email><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="aff" rid="aff2">2</xref><xref ref-type="aff" rid="aff4">4</xref><xref ref-type="other" rid="fund1"/><xref ref-type="fn" rid="con11"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author" corresp="yes"><name><surname>Cadwell</surname><given-names>Ken</given-names></name><contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0002-5860-0661</contrib-id><email>Ken.Cadwell@Pennmedicine.upenn.edu</email><xref ref-type="aff" rid="aff7">7</xref><xref ref-type="aff" rid="aff8">8</xref><xref ref-type="other" rid="fund1"/><xref ref-type="other" rid="fund2"/><xref ref-type="other" rid="fund3"/><xref ref-type="other" rid="fund4"/><xref ref-type="other" rid="fund5"/><xref ref-type="other" rid="fund6"/><xref ref-type="other" rid="fund7"/><xref ref-type="other" rid="fund8"/><xref ref-type="fn" rid="con12"/><xref ref-type="fn" rid="conf3"/></contrib><aff id="aff1"><label>1</label><institution-wrap><institution-id institution-id-type="ror">https://ror.org/005dvqh91</institution-id><institution>Department of Microbiology, New York University School of Medicine</institution></institution-wrap><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff><aff id="aff2"><label>2</label><institution-wrap><institution-id institution-id-type="ror">https://ror.org/005dvqh91</institution-id><institution>Department of Medicine, Division of Infectious Diseases, New York University School of Medicine</institution></institution-wrap><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff><aff id="aff3"><label>3</label><institution-wrap><institution-id institution-id-type="ror">https://ror.org/005dvqh91</institution-id><institution>Department of Medicine, Division of Gastroenterology and Hepatology, New York University Langone Health</institution></institution-wrap><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff><aff id="aff4"><label>4</label><institution-wrap><institution-id institution-id-type="ror">https://ror.org/005dvqh91</institution-id><institution>Antimicrobial-Resistant Pathogens Program, New York University School of Medicine</institution></institution-wrap><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff><aff id="aff5"><label>5</label><institution-wrap><institution-id institution-id-type="ror">https://ror.org/005dvqh91</institution-id><institution>NYU-Regeneron Veterinary Postdoctoral Training Program in Laboratory Animal Medicine, Division of Comparative Medicine, New York University School of Medicine</institution></institution-wrap><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff><aff id="aff6"><label>6</label><institution-wrap><institution-id institution-id-type="ror">https://ror.org/00b30xv10</institution-id><institution>Department of Host-Microbe Interactions, St. Jude Children’s Research Hospital</institution></institution-wrap><addr-line><named-content content-type="city">Memphis</named-content></addr-line><country>United States</country></aff><aff id="aff7"><label>7</label><institution-wrap><institution-id institution-id-type="ror">https://ror.org/00b30xv10</institution-id><institution>Department of Medicine, Division of Gastroenterology and Hepatology, University of Pennsylvania Perelman School of Medicine</institution></institution-wrap><addr-line><named-content content-type="city">Philadelphia</named-content></addr-line><country>United States</country></aff><aff id="aff8"><label>8</label><institution-wrap><institution-id institution-id-type="ror">https://ror.org/00b30xv10</institution-id><institution>Department of Pathobiology, University of Pennsylvania Perelman School of Veterinary Medicine</institution></institution-wrap><addr-line><named-content content-type="city">Philadelphia</named-content></addr-line><country>United States</country></aff></contrib-group><contrib-group content-type="section"><contrib contrib-type="editor"><name><surname>Takeda</surname><given-names>Kiyoshi</given-names></name><role>Reviewing Editor</role><aff><institution-wrap><institution-id institution-id-type="ror">https://ror.org/035t8zc32</institution-id><institution>Osaka University</institution></institution-wrap><country>Japan</country></aff></contrib><contrib contrib-type="senior_editor"><name><surname>Garrett</surname><given-names>Wendy S</given-names></name><role>Senior Editor</role><aff><institution>Harvard T.H. Chan School of Public Health</institution><country>United States</country></aff></contrib></contrib-group><pub-date publication-format="electronic" date-type="publication"><day>08</day><month>04</month><year>2025</year></pub-date><volume>13</volume><elocation-id>RP101606</elocation-id><history><date date-type="sent-for-review" iso-8601-date="2024-07-24"><day>24</day><month>07</month><year>2024</year></date></history><pub-history><event><event-desc>This manuscript was published as a preprint.</event-desc><date date-type="preprint" iso-8601-date="2024-07-19"><day>19</day><month>07</month><year>2024</year></date><self-uri content-type="preprint" xlink:href="https://doi.org/10.1101/2024.07.17.603994"/></event><event><event-desc>This manuscript was published as a reviewed preprint.</event-desc><date date-type="reviewed-preprint" iso-8601-date="2024-09-26"><day>26</day><month>09</month><year>2024</year></date><self-uri content-type="reviewed-preprint" xlink:href="https://doi.org/10.7554/eLife.101606.1"/></event><event><event-desc>The reviewed preprint was revised.</event-desc><date date-type="reviewed-preprint" iso-8601-date="2025-03-05"><day>05</day><month>03</month><year>2025</year></date><self-uri content-type="reviewed-preprint" xlink:href="https://doi.org/10.7554/eLife.101606.2"/></event></pub-history><permissions><copyright-statement>© 2024, Lejeune et al</copyright-statement><copyright-year>2024</copyright-year><copyright-holder>Lejeune et al</copyright-holder><ali:free_to_read/><license xlink:href="http://creativecommons.org/licenses/by/4.0/"><ali:license_ref>http://creativecommons.org/licenses/by/4.0/</ali:license_ref><license-p>This article is distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License</ext-link>, which permits unrestricted use and redistribution provided that the original author and source are credited.</license-p></license></permissions><self-uri content-type="pdf" xlink:href="elife-101606-v1.pdf"/><self-uri content-type="figures-pdf" xlink:href="elife-101606-figures-v1.pdf"/><related-article related-article-type="commentary" ext-link-type="doi" xlink:href="10.7554/eLife.106854" id="ra1"/><abstract><p>Gastrointestinal (GI) colonization by methicillin-resistant <italic>Staphylococcus aureus</italic> (MRSA) is associated with a high risk of transmission and invasive disease in vulnerable populations. The immune and microbial factors that permit GI colonization remain unknown. Male sex is correlated with enhanced <italic>Staphylococcus aureus</italic> nasal carriage, skin and soft tissue infections, and bacterial sepsis. Here, we established a mouse model of sexual dimorphism during GI colonization by MRSA. Our results show that in contrast to male mice that were susceptible to persistent colonization, female mice rapidly cleared MRSA from the GI tract following oral inoculation in a manner dependent on the gut microbiota. This colonization resistance displayed by female mice was mediated by an increase in IL-17A+ CD4+ T cells (Th17) and dependent on neutrophils. Ovariectomy of female mice increased MRSA burden, but gonadal female mice that have the Y chromosome retained enhanced Th17 responses and colonization resistance. Our study reveals a novel intersection between sex and gut microbiota underlying colonization resistance against a major widespread pathogen.</p></abstract><kwd-group kwd-group-type="author-keywords"><kwd>MRSA</kwd><kwd>microbiota</kwd><kwd>GI tract</kwd><kwd>sex hormone</kwd><kwd>Th17</kwd><kwd>colonization resistance</kwd></kwd-group><kwd-group kwd-group-type="research-organism"><title>Research organism</title><kwd>Mouse</kwd></kwd-group><funding-group><award-group id="fund1"><funding-source><institution-wrap><institution-id institution-id-type="FundRef">http://dx.doi.org/10.13039/100000002</institution-id><institution>National Institutes of Health</institution></institution-wrap></funding-source><award-id>AI140754</award-id><principal-award-recipient><name><surname>Torres</surname><given-names>Victor J</given-names></name><name><surname>Shopsin</surname><given-names>Bo</given-names></name><name><surname>Cadwell</surname><given-names>Ken</given-names></name></principal-award-recipient></award-group><award-group id="fund2"><funding-source><institution-wrap><institution-id institution-id-type="FundRef">http://dx.doi.org/10.13039/100000002</institution-id><institution>National Institutes of Health</institution></institution-wrap></funding-source><award-id>DK093668</award-id><principal-award-recipient><name><surname>Cadwell</surname><given-names>Ken</given-names></name></principal-award-recipient></award-group><award-group id="fund3"><funding-source><institution-wrap><institution-id institution-id-type="FundRef">http://dx.doi.org/10.13039/100000002</institution-id><institution>National Institutes of Health</institution></institution-wrap></funding-source><award-id>AI121244</award-id><principal-award-recipient><name><surname>Cadwell</surname><given-names>Ken</given-names></name><name><surname>Torres</surname><given-names>Victor J</given-names></name></principal-award-recipient></award-group><award-group id="fund4"><funding-source><institution-wrap><institution-id institution-id-type="FundRef">http://dx.doi.org/10.13039/100000002</institution-id><institution>National Institutes of Health</institution></institution-wrap></funding-source><award-id>HL123340</award-id><principal-award-recipient><name><surname>Cadwell</surname><given-names>Ken</given-names></name></principal-award-recipient></award-group><award-group id="fund5"><funding-source><institution-wrap><institution-id institution-id-type="FundRef">http://dx.doi.org/10.13039/100000002</institution-id><institution>National Institutes of Health</institution></institution-wrap></funding-source><award-id>AI130945</award-id><principal-award-recipient><name><surname>Cadwell</surname><given-names>Ken</given-names></name></principal-award-recipient></award-group><award-group id="fund6"><funding-source><institution-wrap><institution-id institution-id-type="FundRef">http://dx.doi.org/10.13039/100000002</institution-id><institution>National Institutes of Health</institution></institution-wrap></funding-source><award-id>AI179896</award-id><principal-award-recipient><name><surname>Cadwell</surname><given-names>Ken</given-names></name></principal-award-recipient></award-group><award-group id="fund7"><funding-source><institution-wrap><institution-id institution-id-type="FundRef">http://dx.doi.org/10.13039/100000002</institution-id><institution>National Institutes of Health</institution></institution-wrap></funding-source><award-id>DK050306</award-id><principal-award-recipient><name><surname>Cadwell</surname><given-names>Ken</given-names></name></principal-award-recipient></award-group><award-group id="fund8"><funding-source><institution-wrap><institution-id institution-id-type="FundRef">http://dx.doi.org/10.13039/100000002</institution-id><institution>National Institutes of Health</institution></institution-wrap></funding-source><award-id>DK124336</award-id><principal-award-recipient><name><surname>Cadwell</surname><given-names>Ken</given-names></name></principal-award-recipient></award-group><award-group id="fund9"><funding-source><institution-wrap><institution-id institution-id-type="FundRef">http://dx.doi.org/10.13039/100000002</institution-id><institution>National Institutes of Health</institution></institution-wrap></funding-source><award-id>2T32AI100853-11</award-id><principal-award-recipient><name><surname>Lejeune</surname><given-names>Alannah</given-names></name></principal-award-recipient></award-group><funding-statement>The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.</funding-statement></funding-group><custom-meta-group><custom-meta specific-use="meta-only"><meta-name>Author impact statement</meta-name><meta-value>Gut microbiota composition and sex hormones influence the immune response to methicillin-resistant <italic>Staphylococcus aureus</italic> gastrointestinal colonization in mice.</meta-value></custom-meta><custom-meta specific-use="meta-only"><meta-name>publishing-route</meta-name><meta-value>prc</meta-value></custom-meta></custom-meta-group></article-meta></front><body><sec id="s1" sec-type="intro"><title>Introduction</title><p>Methicillin-resistant <italic>Staphylococcus aureus</italic> (MRSA) is a major global health concern due to its multidrug resistance, wide range of infections, and high morbidity and mortality rates (<xref ref-type="bibr" rid="bib23">David and Daum, 2010</xref>; <xref ref-type="bibr" rid="bib77">Seybold et al., 2006</xref>; <xref ref-type="bibr" rid="bib11">Boucher and Corey, 2008</xref>; <xref ref-type="bibr" rid="bib25">de Kraker et al., 2011</xref>). Gastrointestinal (GI) <italic>S. aureus</italic> colonization is present in an estimated 20% of the healthy population (<xref ref-type="bibr" rid="bib1">Acton et al., 2009</xref>; <xref ref-type="bibr" rid="bib32">Gagnaire et al., 2017</xref>), and an estimated 1–6% are persistently colonized with MRSA (<xref ref-type="bibr" rid="bib1">Acton et al., 2009</xref>; <xref ref-type="bibr" rid="bib32">Gagnaire et al., 2017</xref>). MRSA carriage increases the likelihood of invasive infections, especially while in the hospital or post discharge (<xref ref-type="bibr" rid="bib36">Huang, 2019</xref>; <xref ref-type="bibr" rid="bib88">von Eiff et al., 2001</xref>). Intestinal carriage is associated with higher rates of infections and bacteremia than nasal carriage alone (<xref ref-type="bibr" rid="bib25">de Kraker et al., 2011</xref>; <xref ref-type="bibr" rid="bib80">Squier et al., 2002</xref>). The risk of transmission to other individuals in the hospital and community settings through fomite spread is increased by intestinal carriage (<xref ref-type="bibr" rid="bib12">Boyce et al., 2007</xref>; <xref ref-type="bibr" rid="bib9">Bhalla et al., 2007</xref>).</p><p>A better understanding of why a subset of individuals are susceptible to colonization may inform decolonization strategies (<xref ref-type="bibr" rid="bib1">Acton et al., 2009</xref>; <xref ref-type="bibr" rid="bib32">Gagnaire et al., 2017</xref>; <xref ref-type="bibr" rid="bib36">Huang, 2019</xref>). Although little is known mechanistically, population-level studies have identified correlates of colonization. For example, male sex is correlated with <italic>S. aureus</italic> nasal carriage, skin and soft tissue infections, and bacterial sepsis in adulthood (<xref ref-type="bibr" rid="bib63">Nowak et al., 2017</xref>; <xref ref-type="bibr" rid="bib37">Humphreys et al., 2015</xref>; <xref ref-type="bibr" rid="bib19">Castleman et al., 2018</xref>; <xref ref-type="bibr" rid="bib82">Tacconelli and Foschi, 2017</xref>). High free testosterone levels are a risk factor for <italic>S. aureus</italic> throat carriage in women (<xref ref-type="bibr" rid="bib63">Nowak et al., 2017</xref>). However, experimental systems are necessary to clarify to what extent male sex as a risk factor for carriage is biological or behaviorally based.</p><p>Sex steroid hormones and sex chromosomes can modulate the scale and type of immune response (<xref ref-type="bibr" rid="bib76">Schurz et al., 2019</xref>; <xref ref-type="bibr" rid="bib47">Klein and Flanagan, 2016</xref>; <xref ref-type="bibr" rid="bib41">Jaillon et al., 2019</xref>). Sex hormones such as estrogen and testosterone can directly influence immune cell activation, proliferation, and cytokine response through receptor signaling (<xref ref-type="bibr" rid="bib87">Vázquez-Martínez et al., 2018</xref>; <xref ref-type="bibr" rid="bib26">Dias et al., 2022</xref>; <xref ref-type="bibr" rid="bib31">Fuseini et al., 2019</xref>; <xref ref-type="bibr" rid="bib21">Chi et al., 2024</xref>; <xref ref-type="bibr" rid="bib49">Li et al., 2024</xref>). In general, males are more susceptible to GI and respiratory infections, whereas females are more affected by autoimmune diseases in part due to the pro-inflammatory effect of estradiol, but these responses are tissue and cell specific (<xref ref-type="bibr" rid="bib47">Klein and Flanagan, 2016</xref>; <xref ref-type="bibr" rid="bib87">Vázquez-Martínez et al., 2018</xref>). In the few studies examining GI MRSA colonization in mice, the focus has been on the adaptation of <italic>S. aureus</italic> to the host (<xref ref-type="bibr" rid="bib55">Misawa et al., 2015</xref>; <xref ref-type="bibr" rid="bib46">Kernbauer et al., 2015</xref>; <xref ref-type="bibr" rid="bib68">Piewngam et al., 2018</xref>; <xref ref-type="bibr" rid="bib30">Flaxman et al., 2017</xref>). These studies generally rely on depletion of the mouse microbiota with antibiotics to establish long-term colonization (<xref ref-type="bibr" rid="bib55">Misawa et al., 2015</xref>; <xref ref-type="bibr" rid="bib46">Kernbauer et al., 2015</xref>; <xref ref-type="bibr" rid="bib33">Gries et al., 2005</xref>). To investigate mechanisms of colonization resistance in a setting with an intact microbiota, we established a GI colonization model that does not rely on antibiotic treatment, better recapitulating MRSA colonization in a healthy host. We report that following MRSA oral inoculation, female mice with a nonpermissive microbiota were resistant to sustained colonization compared with male mice that remain persistently colonized. Colonization resistance displayed by female mice was mediated by an increase in T helper 17 (Th17) cells and associated with sex hormones rather than sex chromosomes. Thus, our study demonstrates a role for the Th17 response and microbiota in GI colonization resistance against MRSA, while also highlighting the sex-dependent susceptibility to this major pathogen.</p></sec><sec id="s2" sec-type="results"><title>Results</title><sec id="s2-1"><title>Female mice are protected from MRSA GI colonization in a microbiota-dependent manner</title><p>We and others have shown that inbred laboratory mice from different sources, or even the same institution, can display substantial differences in mucosal immune responses and susceptibility to GI colonization by microorganisms (<xref ref-type="bibr" rid="bib42">Jang et al., 2023</xref>; <xref ref-type="bibr" rid="bib70">Ramanan et al., 2014</xref>; <xref ref-type="bibr" rid="bib16">Cadwell et al., 2010</xref>; <xref ref-type="bibr" rid="bib58">Moon et al., 2015</xref>; <xref ref-type="bibr" rid="bib40">Ivanov et al., 2009</xref>; <xref ref-type="bibr" rid="bib51">Mamantopoulos et al., 2017</xref>). Therefore, when we set out to establish a model of GI MRSA colonization, we examined two sources of C57BL/6J (B6) mice - those bred in Jackson Laboratory (JAX) and genetically identical mice bred within our institutional animal facility (referred to as NYU mice). Adult B6 mice received a single oral gavage with 10<sup>8</sup> colony forming units (CFU) of MRSA USA300 LAC, the predominant MRSA clone responsible for community-associated MRSA infections and a growing number of hospital-acquired infections in the United States (<xref ref-type="bibr" rid="bib77">Seybold et al., 2006</xref>). Prior to inoculation, we confirmed the absence of pre-existing <italic>S. aureus</italic> colonization by plating stool from individual mice on ChromAgar plates which select for <italic>S. aureus</italic> growth. We confirmed that mice inoculated with MRSA do not display signs of disease such as weight loss (<xref ref-type="fig" rid="fig1s1">Figure 1—figure supplement 1A</xref>). Consistent with previous findings (<xref ref-type="bibr" rid="bib92">Zhou et al., 2024</xref>), we did not observe extraintestinal dissemination of bacteria or histological signs of intestinal inflammation (<xref ref-type="fig" rid="fig1s1">Figure 1—figure supplement 1B–D</xref>).</p><p>In JAX mice, we detected 10<sup>4</sup>–10<sup>5</sup> CFU per gram of stool of MRSA on day 2 that remained stable for at least 35 days post inoculation (dpi) (<xref ref-type="fig" rid="fig1">Figure 1A</xref>). However, we noticed bimodal distribution of the data for NYU mice where some mice remained stably colonized while detectable MRSA burden diminished rapidly in others. Segregation of the groups by sex revealed that NYU mice that displayed resistance to MRSA colonization were females. Despite originating from the same litters, male NYU mice displayed sustained colonization at levels similar to male and female JAX mice, while MRSA levels were already lower by day 2 and undetectable by 2–3 weeks post inoculation in female NYU mice (<xref ref-type="fig" rid="fig1">Figure 1B and C</xref>).</p><fig-group><fig id="fig1" position="float"><label>Figure 1.</label><caption><title>Female mice are protected from methicillin-resistant <italic>S. aureus</italic> (MRSA) gastrointestinal colonization in a microbiota-dependent manner.</title><p>(<bold>A</bold>) MRSA colony forming units (CFU) per gram of stool following oral inoculation of B6 mice purchased from Jackson Laboratory (JAX). Males n=10, females n=13. (<bold>B</bold>) MRSA CFU in stool following oral inoculation of B6 mice generated from breeders in the NYU animal facility. Males n=13, females n=13. (<bold>C</bold>) Proportion of JAX and NYU female mice with detectable MRSA gastrointestinal (GI) colonization over time. (<bold>D</bold>) MRSA CFU stool burden following oral inoculation of germ-free mice. Males n=8, females n=7. (<bold>E</bold>) MRSA CFU in stool following oral inoculation of mice with a defined minimal microbiota. Males n=12, females n=11. (<bold>F</bold>) MRSA CFU stool burden of female NYU or JAX mice housed separately or (<bold>G</bold>) co-housed with each other. NYU n=9, JAX n=11, co-housed NYU n=14, co-housed JAX n=14. Data points represent mean ± SEM from at least two independent experiments. Statistical analysis: area under the curve followed by a two-tailed t-test for (<bold>A</bold>), (<bold>B</bold>), (<bold>D–G</bold>) and Log-rank Mantel-Cox test for (<bold>C</bold>). ns: not significant.</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-101606-fig1-v1.tif"/></fig><fig id="fig1s1" position="float" specific-use="child-fig"><label>Figure 1—figure supplement 1.</label><caption><title>Mice inoculated with methicillin-resistant <italic>S. aureus</italic> (MRSA) do not display signs of disease.</title><p>(<bold>A</bold>) Weight in grams of B6 mice from NYU and Jackson Laboratory (JAX) following oral inoculation of MRSA. JAX n=23, NYU n=26. Data points represent mean ± SEM. (<bold>B</bold>) MRSA colony forming units (CFU) in blood, heart, kidney, and spleen following oral inoculation of B6 mice from JAX or NYU. Dots represent individual mice. NYU n = 3, JAX n = 3. (<bold>C</bold>) Representative image showing hematoxylin and eosin staining of a colonic section 2 days post MRSA inoculation of a male NYU B6 or (<bold>D</bold>) female NYU B6 mouse. ×5 magnification, scale bar = 200 μm.</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-101606-fig1-figsupp1-v1.tif"/></fig></fig-group><p>Commensal microbes that are constituents of the microbiota can inhibit <italic>S. aureus</italic> nasal, skin, and intestinal colonization (<xref ref-type="bibr" rid="bib68">Piewngam et al., 2018</xref>; <xref ref-type="bibr" rid="bib48">Krismer et al., 2017</xref>; <xref ref-type="bibr" rid="bib60">Nakatsuji et al., 2017</xref>). In support of a role for commensal microbes in promoting colonization resistance in NYU female mice, we observed stable MRSA GI colonization in germ-free (GF) mice of both sexes (<xref ref-type="fig" rid="fig1">Figure 1D</xref>). We next examined GF mice that were colonized with a defined consortium of 15 bacterial strains representative of a mouse gut microbiota (Oligo-MM<sub>12</sub>+FA3), previously shown to be sufficient to confer colonization resistance against the enteric pathogen <italic>Salmonella enterica</italic> serovar Typhimurium (<xref ref-type="bibr" rid="bib14">Brugiroux et al., 2016</xref>). We observed sustained MRSA GI colonization and no sex difference in these minimal flora mice, indicating that additional intestinal commensals contribute to sex-dependent colonization resistance (<xref ref-type="fig" rid="fig1">Figure 1E</xref>). Given these results, we examined whether we could transfer the MRSA resistance displayed by NYU female mice to permissive JAX female mice through co-housing mice in the same cage, which allows for the transfer of microbiota between mice (<xref ref-type="bibr" rid="bib71">Robertson et al., 2019</xref>). JAX and NYU female mice were co-housed together for a week prior to MRSA inoculation and kept together for the duration of the experiment. When housed together, JAX female mice cleared MRSA colonization similarly to their NYU cage mates (<xref ref-type="fig" rid="fig1">Figure 1F and G</xref>), indicating that the microbiota of NYU female mice promotes resistance to colonization and that this protective property can be transferred.</p></sec><sec id="s2-2"><title>Microbiota is not sufficient to explain sex bias in MRSA GI colonization</title><p>To compare the microbiome composition of male and female NYU and JAX mice, we performed 16S ribosomal DNA sequencing of stool collected prior to inoculation with MRSA. Principal coordinates analysis (PCoA) of operational taxonomic units (OTUs) showed that samples were distinguished based on the source of mice (NYU vs JAX) rather than sex (<xref ref-type="fig" rid="fig2">Figure 2A</xref>). Overall alpha diversity as measured by Shannon index was increased in JAX mice compared to NYU mice prior to MRSA inoculation, as well as in JAX females compared to NYU females (<xref ref-type="fig" rid="fig2">Figure 2B</xref>). Alpha diversity by Shannon index between NYU males and females shows a similar spread when comparing sexes (<xref ref-type="fig" rid="fig2">Figure 2B</xref>). JAX females had higher abundance of Clostridiaceae and Lachnospiraceae family members, while NYU female microbiomes were dominated by the Muribaculaceae family (<xref ref-type="fig" rid="fig2">Figure 2C</xref>). The NYU male and female microbiomes clustered together (<xref ref-type="fig" rid="fig2">Figure 2A</xref>) and had similar relative taxonomic abundances (<xref ref-type="fig" rid="fig2">Figure 2D</xref>). These findings suggest that the observed sex bias in colonization resistance may not be due to microbiome composition alone.</p><fig id="fig2" position="float"><label>Figure 2.</label><caption><title>Microbiome is not sufficient to explain sex bias in methicillin-resistant <italic>S. aureus</italic> (MRSA) gastrointestinal (GI) colonization.</title><p>(<bold>A</bold>) Principal coordinates analysis (PCoA) based on Bray-Curtis distances of 16S sequences obtained from stool of Jackson Laboratory (JAX) and NYU male and female mice prior to MRSA inoculation. Proportion of variance explained by each axes shown in parentheses. JAX M n=5, JAX F n=5, NYU M n=11, NYU F n=13. (<bold>B</bold>) Alpha diversity of the microbiomes of male and female JAX and NYU mice. Wilcoxon rank sum test used for pairwise statistical comparisons to NYU females; ns: not significant. (<bold>C</bold>) Relative abundance of bacterial families in female NYU and JAX mice prior to MRSA inoculation. (<bold>D</bold>) Relative abundance of bacterial families in male and female NYU mice prior to MRSA inoculation. (<bold>E</bold>) MRSA colony forming units (CFU) in stool following oral inoculation of JAX female (JAX F) and male (JAX M) recipients of fecal microbiota transplantations (FMT) from female (NYU F) and male (NYU M) donor mice compared with JAX male controls (control JAX M) that did not receive an FMT. Mean MRSA burden ± SEM. Area under the curve analysis+one-way ANOVA Sidak’s multiple comparisons test for (<bold>E</bold>). Control M n=6, M+NYU F stool n=7, M+NYU M stool n=6, F+NYU F stool n=6. ns: not significant.</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-101606-fig2-v1.tif"/></fig><p>As male and female mice are housed separately post weaning, and weaning is associated with microbiome changes (<xref ref-type="bibr" rid="bib75">Schloss et al., 2012</xref>), we tested if the colonization resistance displayed by female NYU mice could be transferred to male NYU mice. Instead of co-housing male and female mice, which could introduce variables through social stress or changes in hormone levels due to mating (<xref ref-type="bibr" rid="bib64">Palanza et al., 2001</xref>), we performed fecal microbiota transplantations (FMT) by repetitively gavaging recipient mice with donor stool. JAX female mice receiving an FMT from NYU female, but not male donor mice, displayed colonization resistance to MRSA. However, an FMT using NYU female donor stool was unable to confer colonization resistance to JAX male recipients (<xref ref-type="fig" rid="fig2">Figure 2E</xref>). Therefore, the microbiota contributes to the difference between female JAX and NYU mice, but other factors mediate the divergence of female and male NYU mice. From here on, we use NYU bred mice to investigate host factors that mediate this sex-specific colonization resistance.</p></sec><sec id="s2-3"><title>MRSA GI colonization elicits sex-dependent gene expression changes in the gut</title><p>To gain insight into the host response, we performed bulk RNA-seq analysis of cecal-colonic tissue obtained 2 dpi of NYU mice (both sexes) with either MRSA or PBS (mock), as 2 dpi is the time point at which MRSA burden begins to diverge between males and females. The lamina propria compartment, enriched with immune cells, and the epithelial cell fraction were isolated and sequenced separately. In the lamina propria, 795 genes were upregulated in both male and female mice following MRSA inoculation, with an additional 352 genes upregulated in females only and 648 genes upregulated in males only, as determined by a log2 fold change cutoff of 1.2 and a false discovery rate of 0.05 (<xref ref-type="fig" rid="fig3s1">Figure 3—figure supplement 1A</xref>). Following MRSA inoculation in both sexes, genes with the largest downregulation included those involved with immunoglobulins (<italic>Ighv1-19</italic>, <italic>Igkv4-91, Bcam</italic>), cytochrome p450 genes (<italic>Cyp1a1, Cyp1b1</italic>), and von Willebrand factor (<italic>Vwf</italic>), a secreted protein that MRSA binds to disrupt platelet recruitment and coagulation (<xref ref-type="bibr" rid="bib81">Steinert et al., 2020</xref>; <xref ref-type="fig" rid="fig3">Figure 3A</xref>). Interestingly, constitutive cytochrome P4501A1 (<italic>Cyp1a1</italic>) expression impairs the intestinal immune response against enteric pathogens (<xref ref-type="bibr" rid="bib74">Schiering et al., 2017</xref>), and its downregulation in mice inoculated with MRSA may be supportive of a mucosal immune response. Genes that were upregulated in the lamina propria following MRSA inoculation included those involved in T cell and neutrophil activity such as <italic>Ccl28</italic> (<xref ref-type="bibr" rid="bib57">Mohan et al., 2017</xref>), <italic>Sectm1b</italic> (<xref ref-type="bibr" rid="bib38">Huyton et al., 2011</xref>), <italic>S100g</italic> (<xref ref-type="bibr" rid="bib27">Donato, 2007</xref>), <italic>Lrrc19</italic> (<xref ref-type="bibr" rid="bib17">Cao et al., 2016</xref>), and <italic>H2-q1</italic> (<xref ref-type="bibr" rid="bib2">Anderson and Brossay, 2016</xref>; <xref ref-type="fig" rid="fig3">Figure 3A</xref>).</p><fig-group><fig id="fig3" position="float"><label>Figure 3.</label><caption><title>Methicillin-resistant <italic>S. aureus</italic> (MRSA) gastrointestinal (GI) colonization elicits sex-dependent gene expression changes in the gut.</title><p>(<bold>A</bold>) Volcano plot of differentially expressed genes identified by RNA-seq analyses of the intestinal lamina propria of NYU mice 2 days post inoculation (dpi) with MRSA compared with phosphate-buffered saline (PBS) mock inoculated NYU mice. (<bold>B</bold>) Ingenuity Pathway Analysis (IPA) of downregulated and upregulated genes in the intestinal lamina propria upon MRSA inoculation of male and female mice. (<bold>C</bold>) Volcano plot of differentially expressed genes in the intestinal lamina propria comparing mock-treated males and females. (<bold>D</bold>) Volcano plot of differentially expressed genes in the intestinal lamina propria comparing males and females 2 dpi with MRSA. (<bold>E</bold>) Volcano plot of differentially expressed genes in the intestinal epithelial fraction of males and females prior to MRSA inoculation. (<bold>F</bold>) Volcano plot of differentially expressed genes in the intestinal epithelial fraction of males and females 2 dpi with MRSA. Four mice were used for each sequencing experimental condition. Genes shown in red have a false discovery rate (FDR) of &lt;0.05 and an absolute log2 fold change (abslog2FC) of &gt;1.2. Genes shown in blue have a FDR of &lt;0.05. Genes linked to X and Y chromosomes were removed from volcano plots.</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-101606-fig3-v1.tif"/></fig><fig id="fig3s1" position="float" specific-use="child-fig"><label>Figure 3—figure supplement 1.</label><caption><title>Transcriptional analyses of the intestine following methicillin-resistant <italic>S. aureus</italic> (MRSA) inoculation.</title><p>(<bold>A</bold>) Venn diagram showing the number of differentially expressed genes in RNA sequencing (RNA-seq) of lamina propria cells comparing mock to 2 days post inoculation (dpi) MRSA conditions between male and female mice. (<bold>B</bold>) Venn diagram showing the number of differentially expressed genes from RNA-seq of intestinal epithelial cells comparing mock and 2 dpi MRSA conditions between male and female mice. (<bold>C</bold>) Volcano plot of differentially expressed genes identified by RNA-seq analyses of the intestinal epithelial cells of NYU mice 2 dpi with MRSA compared with phosphate-buffered saline (PBS) mock inoculated NYU mice. (<bold>D</bold>) Ingenuity Pathway Analysis (IPA) of downregulated and upregulated genes in colonic epithelial cells upon MRSA inoculation of male and female mice. Four mice were used for each sequencing experimental condition. Genes shown in red have a false discovery rate (FDR) of &lt;0.05 and an absolute log2 fold change (abslog2FC) of &gt;1.2. Genes shown in blue have an FDR of &lt;0.05. Genes linked to X and Y chromosomes were removed from volcano plots.</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-101606-fig3-figsupp1-v1.tif"/></fig></fig-group><p>Pathway analysis of the lamina propria fraction indicated that both males and females have downregulation of immune-related Th1, Th2, and granzyme A signaling pathways, and upregulation of oxidative phosphorylation, neutrophil extracellular trap formation, glucose metabolism, and xenobiotic metabolism pathways (<xref ref-type="fig" rid="fig3">Figure 3B</xref>). Downregulation of interleukin (IL)-4 and IL-13 pathway and upregulation of retinoid X receptor and the pregnane X receptor pathways were specific to female mice. Unique to male mice was the downregulation of IL-5, IL-3, and GM-CSF signaling, and upregulation of the pyroptosis and ion channel transport pathways.</p><p>Known X and Y chromosome linked genes <italic>Xist</italic>, <italic>Ddx3y</italic>, <italic>Eif2s3y</italic>, <italic>Kdm5d</italic>, and <italic>Uty</italic> were differentially present in females and males as expected but were removed from male vs female analysis plots to highlight other differentially expressed genes. Other than known sex chromosome linked genes, when comparing male and female mice prior to MRSA inoculation, we observed several genes without a descriptive name or suggested pseudogenes such as <italic>Gm12070, Gm13772,</italic> and <italic>Gm4968</italic> (<xref ref-type="fig" rid="fig3">Figure 3C</xref>). In the MRSA condition, there were 13 genes differentially expressed in the intestinal lamina propria between male and female mice. <italic>Glycosylation-dependent cell adhesion molecule-1</italic> (<italic>Glycam1</italic>), which mediates lymphocyte trafficking to lymphoid tissues (<xref ref-type="bibr" rid="bib15">Brustein et al., 1992</xref>), was upregulated in female mice (<xref ref-type="fig" rid="fig3">Figure 3D</xref>). Genes selectively upregulated in male mice 2 dpi included <italic>Complement protein C7</italic> and several immunoglobulin heavy chain variants (<italic>Ighv5-4, Ighv1-49, Ighv8-5</italic>).</p><p>In the intestinal epithelial fraction, we observed only 15 genes upregulated in males 2 dpi with MRSA, while 2037 were upregulated in females with no overlap between sexes (<xref ref-type="fig" rid="fig3s1">Figure 3—figure supplement 1B</xref>). Among the most differentially downregulated genes following MRSA inoculation when combining both sexes were <italic>Irf5</italic>, a pivotal transcription factor in the type I IFN pathway, <italic>Csf2rb</italic>, part of the receptor for IL-3, IL-5, and CSF signaling, and <italic>Ciita</italic>, a mediator of major histocompatibility complex (MHC) activation. Among those upregulated were genes involved in limiting inflammation like <italic>Cav1</italic>, involved in epithelial barrier maintenance, <italic>Cfh</italic>, a regulator of the complement pathway, and <italic>Slpi</italic> which functions to protect tissue from the detrimental consequences of inflammation (<xref ref-type="fig" rid="fig3s1">Figure 3—figure supplement 1C</xref>). Pathway analysis indicated that both sexes had upregulation of cell cycle and rRNA processing pathways and downregulation of neutrophil degranulation. Unique to females was upregulation of PTEN signaling and SUMOlyation of DNA damage response pathways (<xref ref-type="fig" rid="fig3s1">Figure 3—figure supplement 1D</xref>). There were few differentially expressed genes between males and females in the mock epithelial condition (<xref ref-type="fig" rid="fig3">Figure 3E</xref>) but following MRSA inoculation males had increased expression of the antimicrobial peptide <italic>Defa30</italic> and <italic>Tnip3</italic>, a negative regulator of NFκβ and Toll-like receptors (<xref ref-type="fig" rid="fig3">Figure 3F</xref>). Thus, MRSA inoculation elicits distinct transcriptional responses in males and females in both the lamina propria and epithelial fractions, and many of the differentially regulated genes have known functions in neutrophils and lymphocyte migration and function.</p></sec><sec id="s2-4"><title>CD4+ T cells mediate colonization resistance in female mice</title><p>Female mice have been shown to be protected from dermonecrosis in a model of invasive MRSA skin infection due to reduced expression of genes associated with the NLRP3 inflammasome (<italic>Nlrp3</italic> and <italic>Il1β</italic>) compared to males (<xref ref-type="bibr" rid="bib19">Castleman et al., 2018</xref>). However, we did not observe sex-specific differences in NLRP3-associated transcripts with RNA-seq (<xref ref-type="fig" rid="fig4s1">Figure 4—figure supplement 1A and B</xref>) and female <italic>Nlrp3<sup>−/−</sup></italic> mice displayed similar resistance to MRSA GI colonization as female <italic>Nlrp3<sup>+/−</sup></italic> controls (<xref ref-type="fig" rid="fig4s1">Figure 4—figure supplement 1C</xref>). Thus, the mechanism of sex-specific resistance to MRSA colonization of the GI tract may be different from that observed during a skin infection where barrier breach triggers an exaggerated innate immune response that may cause more harm than benefit.</p><p>The T cell signature in the RNA-seq analyses of the intestinal lamina propria of MRSA colonized mice was unexpected given that the day 2 time point is earlier than what is typically required for an adaptive immune response. To test the role of lymphocyte responses in GI colonization resistance, we measured bacteria in stool following oral inoculation with MRSA of <italic>recombination activating gene 2</italic> (<italic>Rag2</italic>) deficient mice, which lack mature B and T cells. We observed no difference in burden between male <italic>Rag2<sup>−/−</sup></italic> and <italic>Rag2<sup>+/−</sup></italic> controls (<xref ref-type="fig" rid="fig4">Figure 4A</xref>). However, female <italic>Rag2<sup>−/−</sup></italic> mice had significantly increased MRSA burden compared to <italic>Rag2<sup>+/−</sup></italic> littermates (<xref ref-type="fig" rid="fig4">Figure 4A</xref>). These data suggest that a B or T cell-mediated response is required for the sex bias we observe in colonization resistance.</p><fig-group><fig id="fig4" position="float"><label>Figure 4.</label><caption><title>CD4+ T cells mediate colonization resistance in female mice.</title><p>(<bold>A</bold>) Methicillin-resistant <italic>S. aureus</italic> (MRSA) colony forming units (CFU) in stool following oral inoculation of <italic>Rag2</italic><sup>−/−</sup> and <italic>Rag2</italic><sup>+/−</sup> mice bred at NYU. Male <italic>Rag2</italic><sup>−/−</sup> n=12, male <italic>Rag2</italic><sup>+/−</sup> n=12, female <italic>Rag2</italic><sup>−/−</sup> n=12, female <italic>Rag2</italic><sup>+/−</sup> n=11. (<bold>B</bold>) MRSA CFU in stool following oral inoculation of <italic>Ighm</italic><sup>−/−</sup> and <italic>Ighm</italic><sup>+/−</sup> mice bred at NYU. Male <italic>Ighm</italic><sup>−/−</sup> n=6, male <italic>Ighm</italic><sup>+/−</sup> n=6, female <italic>Ighm</italic><sup>−/−</sup> n=8, female <italic>Ighm</italic><sup>+/−</sup> n=5. (<bold>C</bold>) MRSA CFU in stool following oral inoculation of female NYU B6 mice injected intraperitoneally (IP) with 250 μg of anti-CD4 depleting antibody or anti-IgG control. Anti-IgG n=8, anti-CD4 n=10. Data points represent mean ± SEM from at least two independent experiments. Statistical analysis: area under the curve analyzed by a one-way ANOVA with Sidak’s multiple comparison test for (<bold>A</bold>) and (<bold>B</bold>) and a two-tailed t-test for (<bold>C</bold>). ns: not significant.</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-101606-fig4-v1.tif"/></fig><fig id="fig4s1" position="float" specific-use="child-fig"><label>Figure 4—figure supplement 1.</label><caption><title>NLRP3 inflammasome activation is not required for methicillin-resistant <italic>S. aureus</italic> (MRSA) colonization resistance in female NYU mice.</title><p>(<bold>A</bold>) <italic>Nlrp3</italic> gene counts from bulk RNA sequencing (RNA-seq) analysis from cells isolated from the colon lamina propria (LP) or colon epithelial cells (EC). (<bold>B</bold>) <italic>Il-1β</italic> gene counts from bulk RNA-seq analysis from cells isolated from the colon lamina propria (LP) or colon epithelial cells (EC). (<bold>C</bold>) MRSA colony forming units (CFU) in stool following oral inoculation of <italic>Nlrp3<sup>−/−</sup></italic> and <italic>Nlrp3<sup>+/−</sup></italic> mice bred at NYU. <italic>Nlrp3<sup>−/−</sup></italic> n=6, <italic>Nlrp3<sup>+/−</sup></italic> n=6. (<bold>D</bold>) Representative flow gating to confirm depletion of CD4+ T cells in colon lamina propria 3 days post injection. Data points represent mean ± SEM from at least two independent experiments. Statistical analysis: area under the curve followed by a two-tailed t-test. ns: not significant.</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-101606-fig4-figsupp1-v1.tif"/></fig></fig-group><p>B cell associated <italic>Ighv</italic> genes were differentially regulated between males and females. However, <italic>Ighm<sup>−/−</sup></italic> (<italic>μ</italic>MT) mice, which lack mature B lymphocytes, were similar to <italic>Ighm<sup>+/−</sup></italic> controls and retained sex differences; males displayed prolonged colonization and females were resistant (<xref ref-type="fig" rid="fig4">Figure 4B</xref>). In contrast, antibody-mediated depletion of CD4+ T cells (<xref ref-type="fig" rid="fig4s1">Figure 4—figure supplement 1D</xref>) substantially increased MRSA GI colonization of female mice, similar to <italic>Rag2<sup>−/−</sup></italic> mice (<xref ref-type="fig" rid="fig4">Figure 4C</xref>). Therefore, CD4+ T cells are required for MRSA colonization resistance associated with female sex.</p></sec><sec id="s2-5"><title>MRSA colonization resistance in female mice is dependent on Th17 cells and neutrophils</title><p>In addition to T cells, our transcriptome analysis showed upregulation of genes associated with neutrophil function (<xref ref-type="fig" rid="fig3">Figure 3B</xref>). In mouse models of nasal colonization, clearance is mediated by neutrophil influx downstream of the type 17 response, which includes interleukin-17A (IL-17A) producing lymphoid cells such as Th17 cells (<xref ref-type="bibr" rid="bib3">Archer et al., 2013</xref>; <xref ref-type="bibr" rid="bib4">Archer et al., 2016</xref>). As an extracellular Gram-positive bacterium at the mucosal surface in the gut, MRSA may be subject to regulation by pre-existing Th17 cells (<xref ref-type="bibr" rid="bib59">Nagashima et al., 2023</xref>; <xref ref-type="bibr" rid="bib7">Bacher et al., 2019</xref>; <xref ref-type="bibr" rid="bib18">Cassotta et al., 2021</xref>). Although the total numbers of CD4+ T cells were similar across conditions, we observed an increase in IL-17A+ CD4+ T cells in the small intestine and colon of female mice 2 dpi with MRSA that was not observed in males (<xref ref-type="fig" rid="fig5">Figure 5A and B</xref>, <xref ref-type="fig" rid="fig5s1">Figure 5—figure supplement 1A and B</xref>, and <xref ref-type="fig" rid="fig5s2">Figure 5—figure supplement 2A and B</xref>). There were no differences in γδ T cells and innate lymphoid cells or the proportion of these lymphoid subsets that were IL-17A+ (<xref ref-type="fig" rid="fig5">Figure 5C and D</xref> and <xref ref-type="fig" rid="fig5s2">Figure 5—figure supplement 2C and D</xref>). To determine the importance of the type 3 immune response that encompasses Th17 cells, we inoculated <italic>RAR-related orphan receptor gamma</italic> (<italic>Rorc</italic>) deficient mice that lack the transcriptional regulator required for the differentiation of these cell types. Although there was no difference in MRSA burden between male <italic>Rorc <sup>+/−</sup></italic> and <italic>Rorc<sup>−/−</sup></italic> mice that remained colonized, female <italic>Rorc<sup>−/−</sup></italic> mice had higher MRSA burden compared to <italic>Rorc <sup>+/−</sup></italic> controls (<xref ref-type="fig" rid="fig5">Figure 5E</xref>). Responses to IL-17 itself was required, because female mice deficient in the IL-17 receptor (<italic>IL-17ra</italic>) had increased MRSA burden compared to heterozygous littermates (<xref ref-type="fig" rid="fig5">Figure 5F</xref>). There was no difference in MRSA burden between <italic>Tcrd<sup>−/−</sup></italic> and <italic>Tcrd<sup>+/−</sup></italic> male or female mice (<xref ref-type="fig" rid="fig5">Figure 5G</xref>), confirming that γδ T cells were not required for colonization resistance. Taken together, these data implicate Th17 cells and IL-17 in colonization resistance against MRSA observed in female mice.</p><fig-group><fig id="fig5" position="float"><label>Figure 5.</label><caption><title>Female mice have increased IL-17A+ CD4+ T cells and require neutrophils for methicillin-resistant <italic>S. aureus</italic> (MRSA) clearance.</title><p>(<bold>A</bold>) Flow cytometry of cecal-colonic lamina propria CD4+ T cells as a percentage of CD45+ cells in male and female NYU mice treated with phosphate-buffered saline (PBS) or MRSA 2 days post inoculation (dpi). (<bold>B</bold>) Flow cytometry of cecal-colonic lamina propria IL17A+ CD4+ T cells as a percentage of total CD4+ T cells in male and female NYU mice treated with PBS or MRSA 2 dpi. (<bold>C</bold>) Flow cytometry of cecal-colonic lamina propria γδ T cells as a percentage of CD45+ cells in male and female NYU mice treated with PBS or MRSA 2 dpi. (<bold>D</bold>) Flow cytometry of cecal-colonic lamina propria IL17A+ γδ T cells as a percentage of total CD4+ T cells in male and female NYU mice treated with PBS or MRSA 2 dpi. (<bold>E</bold>) MRSA colony forming units (CFU) in stool following oral inoculation of <italic>Rorc<sup>−/−</sup></italic> and <italic>Rorc<sup>+/−</sup></italic> mice bred at NYU. Male <italic>Rorc<sup>+/−</sup></italic> n = 5, male <italic>Rorc<sup>−/−</sup></italic> n=7, female <italic>Rorc<sup>+/−</sup></italic> n = 9, female <italic>Rorc<sup>−/−</sup></italic> n=9. (<bold>F</bold>) MRSA CFU in stool following oral inoculation of female <italic>Il17ra<sup>+/-</sup></italic> and <italic>Il17ra<sup>-/-</sup></italic> mice bred at NYU. <italic>Il17ra<sup>+/-</sup></italic> n = 6, <italic>Il17ra<sup>-/-</sup></italic> n=6. (<bold>G</bold>) MRSA CFU in stool following oral inoculation of <italic>Tcrd<sup>+/−</sup></italic> and <italic>Tcrd<sup>−/−</sup></italic> mice bred at NYU. Male <italic>Tcrd<sup>+/−</sup></italic> n = 6, male <italic>Tcrd<sup>−/−</sup></italic> n=6, female <italic>Tcrd<sup>+/−</sup></italic> n=8, and female <italic>Tcrd<sup>−/−</sup></italic> n=12. (<bold>H</bold>) Flow cytometry of cecal-colonic lamina propria Ly6G+CD11b+ neutrophils as a percentage of CD45+ cells in male and female NYU mice treated with PBS or MRSA 2 dpi. (<bold>I</bold>) Quantification of mean fluorescence intensity (MFI) of surface CD11b on neutrophils by flow cytometry normalized to mock-treated controls. (<bold>J</bold>) MRSA CFU in stool following oral inoculation of NYU B6 mice treated with anti-Ly6G neutrophil depleting antibody or anti-IgG control. Male anti-IgG n=6, male anti-Ly6G n=8, female anti-IgG n = 12, and female anti-CD4+ n = 15. Data points represent mean ± SEM from at least two independent experiments. Statistical analysis: two-way ANOVA+Sidak’s multiple comparisons test for (<bold>A</bold>–<bold>D</bold>) and (<bold>H</bold>), area under the curve followed by a one-way ANOVA+Sidak’s multiple comparisons test for (<bold>E</bold>), (<bold>G</bold>), (<bold>J</bold>) or a two-tailed t-test for (<bold>F</bold>) and a two-tailed t-test for (<bold>I</bold>). ns: not significant.</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-101606-fig5-v1.tif"/></fig><fig id="fig5s1" position="float" specific-use="child-fig"><label>Figure 5—figure supplement 1.</label><caption><title>Flow cytometry gating scheme for lymphoid subsets in the lamina propria.</title><p>(<bold>A</bold>) Flow cytometry gating scheme for innate lymphoid cells (ILCs), CD4+ and γδ T cell populations. (<bold>B</bold>) Representative sample gating of IL17A+ CD4+ populations in unstimulated, mock and 2 days post inoculation (dpi) methicillin-resistant <italic>S. aureus</italic> (MRSA)-treated samples.</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-101606-fig5-figsupp1-v1.tif"/></fig><fig id="fig5s2" position="float" specific-use="child-fig"><label>Figure 5—figure supplement 2.</label><caption><title>Immune cell populations detected by flow cytometry.</title><p>(<bold>A</bold>) Flow cytometry of small intestinal (SI) lamina propria CD4+ T cells as a percentage of CD45+ cells in male and female NYU mice treated with phosphate-buffered saline (PBS) or methicillin-resistant <italic>S. aureus</italic> (MRSA) 2 days post inoculation (dpi). (<bold>B</bold>) Flow cytometry of SI lamina propria IL-17A+ CD4+ T cells as a percentage of total CD4+ T cells in male and female NYU mice treated with PBS or MRSA 2 dpi. (<bold>C</bold>) Flow cytometry of cecal-colonic lamina propria CD127+ innate lymphoid cells (ILCs) as a percentage of CD45+ in male and female NYU mice treated with PBS or MRSA 2 dpi. (<bold>D</bold>) Flow cytometry of cecal-colonic lamina propria IL17A+ ILCs as a percentage of total ILCs in male and female NYU mice treated with PBS or MRSA 2 dpi. (<bold>E</bold>) Representative flow gating of CD45+ Ly6G+ cells isolated from the spleens of B6 NYU mice treated with anti-Ly6G neutrophil depleting antibody or anti-IgG control. (<bold>F</bold>) Representative flow cytometry gating plot of CD45+Ly6G+CD11b+ neutrophils isolated from the cecal-colonic tissue of B6 NYU mice treated with a PBS mock control or MRSA. Representative flow cytometry gating plot of CD11b mean fluorescent intensity (MFI) of Ly6G+CD11b+ neutrophils. Data points represent mean ± SEM from at least two independent experiments. Statistical analysis: two-way ANOVA+Sidak’s multiple comparisons test for (<bold>A</bold>–<bold>D</bold>). ns: not significant.</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-101606-fig5-figsupp2-v1.tif"/></fig></fig-group><p>Th17 cells and IL-17 can recruit and promote antimicrobial functions of neutrophils (<xref ref-type="bibr" rid="bib53">McGeachy et al., 2019</xref>). Neutrophils from female mice and humans display signs of increased maturity and activation (<xref ref-type="bibr" rid="bib10">Blazkova et al., 2017</xref>; <xref ref-type="bibr" rid="bib28">Er-Lukowiak et al., 2023</xref>; <xref ref-type="bibr" rid="bib34">Gupta et al., 2020</xref>; <xref ref-type="bibr" rid="bib50">Lu et al., 2021</xref>). Although we did not observe significant differences in the number of neutrophils between conditions (<xref ref-type="fig" rid="fig5">Figure 5H</xref>), neutrophils from female mice 2 dpi with MRSA had increased levels of CD11b, a sign of activation (<xref ref-type="bibr" rid="bib66">Parkos et al., 1994</xref>), compared to males (<xref ref-type="fig" rid="fig5">Figure 5I</xref>). Antibody-mediated depletion of neutrophils (<xref ref-type="fig" rid="fig5s2">Figure 5—figure supplement 2E</xref>) led to increased MRSA burden compared with isotype control-treated mice (<xref ref-type="fig" rid="fig5">Figure 5J</xref>). Although colonization was increased in males, neutrophil depletion in female mice led to an earlier and more pronounced increase in MRSA colonization that was prolonged. These results are consistent with the RNA-seq analysis suggesting that a neutrophil response occurs in both sexes. It is likely that neutrophils control bacterial burden to some degree but fail to promote clearance in males. In contrast, neutrophils are required for clearance of MRSA in the gut of female mice.</p></sec><sec id="s2-6"><title>Sex hormones, not sex chromosomes, mediate MRSA colonization resistance in female mice</title><p>Sex bias in immunity could be mediated by genes that are encoded on sex chromosomes. Many X linked genes are involved in immunity, such as pattern recognition receptors, and incomplete X inactivation can lead to higher expression of such genes (<xref ref-type="bibr" rid="bib76">Schurz et al., 2019</xref>). To test whether colonization resistance was due to sex chromosomes within a hematopoietic cell type, we generated chimeras in which wild-type male mice were reconstituted with T-lymphocyte depleted bone marrow (BM) from female donors and compared with male and female mice that received BM from same sex donors. The reciprocal chimera in which female mice are reconstituted with male BM was not feasible due to transplant rejection. Although female mice that received female donor BM were resistant to MRSA, male mice that received male or female donor BM remained colonized (<xref ref-type="fig" rid="fig6">Figure 6A</xref>). Thus, it is unlikely that a gene expressed on a sex chromosome in immune cells such as T cells mediates colonization resistance in females, raising the possibility of a role for sex hormones in our model. The hormones estrogen, progesterone, and testosterone are known to modulate trafficking and function of immune cells. For example, estrogen can enhance responses to extracellular pathogens (<xref ref-type="bibr" rid="bib31">Fuseini et al., 2019</xref>; <xref ref-type="bibr" rid="bib91">Yasuda et al., 2019</xref>; <xref ref-type="bibr" rid="bib8">Békési et al., 2001</xref>). To test whether sex hormones are involved in GI colonization resistance to MRSA, female mice at 6 weeks of age were ovariectomized (OVX) or given a sham operation (SO) and allowed to recover for 2 weeks prior to oral inoculation with MRSA. OVX mice had increased MRSA burden and duration of carriage compared to SO controls (<xref ref-type="fig" rid="fig6">Figure 6B</xref>). Estrogen receptor-α (ERα, encoded by <italic>Esr1</italic>) signaling increases Th17 cell proliferation and production of IL-17 (<xref ref-type="bibr" rid="bib31">Fuseini et al., 2019</xref>; <xref ref-type="bibr" rid="bib62">Newcomb et al., 2015</xref>). We confirmed <italic>Esr1</italic> was expressed in cecal-colonic immune cells, and that it displayed a nonsignificant trend suggesting an increase upon MRSA inoculation (<xref ref-type="fig" rid="fig6s1">Figure 6—figure supplement 1A</xref>). Female <italic>Esr1<sup>-/-</sup></italic> mice had increased MRSA burden compared to heterozygous littermates (<xref ref-type="fig" rid="fig6">Figure 6C</xref>), indicating that estrogen mediates the enhanced colonization resistance in female mice.</p><fig-group><fig id="fig6" position="float"><label>Figure 6.</label><caption><title>Sex hormones, not sex chromosomes, mediate methicillin-resistant <italic>S. aureus</italic> (MRSA) colonization resistance in female mice.</title><p>(<bold>A</bold>) MRSA colony forming units (CFU) in stool following oral inoculation of male or female mice that were irradiated and reconstituted with bone marrow (BM) from donor male or female mice. Female BM into female recipients (F→F) n=8, male BM into male recipients (M→M) n=7, female BM into male recipients (F→M) n=8. (<bold>B</bold>) MRSA CFU in stool following oral inoculation of ovariectomized female mice or sham operated littermate controls. Ovariectomized (OVX) n=10, sham n=10. (<bold>C</bold>) MRSA CFU in stool following oral inoculation of <italic>Esr1<sup>+/-</sup></italic> and <italic>Esr1<sup>-/-</sup></italic> female mice bred at NYU. <italic>Esr1<sup>+/</sup></italic><sup>-</sup> n = 6, <italic>Esr1<sup>-/-</sup></italic> n=6. (<bold>D</bold>) MRSA CFU in stool following oral inoculation of four core genotype mice. XX n=5, XY(<italic>-Sry</italic>) n=5. XY n=5, XX(<italic>+Sry</italic>) n=4. (<bold>E</bold>) CD4+ T cells from cecal-colonic lamina propria of XX females and XX(<italic>+Sry</italic>) males 2 days post inoculation (dpi) inoculation with MRSA or mock control. (<bold>F</bold>) Percentage of IL-17A+CD4+ T cells in cecal-colonic lamina propria of XX females and XX(+<italic>Sry</italic>) males 2 dpi inoculation with MRSA or mock control. Data points represent mean ± SEM from at least two independent experiments. Statistical analysis: area under the curve followed by a one-way ANOVA with Sidak’s multiple comparisons for (<bold>A</bold>, <bold>C</bold>) and two-tailed t-test for (<bold>B</bold>, <bold>F</bold>) and two-way ANOVA+Sidak’s multiple comparisons test for (<bold>D</bold>–<bold>E</bold>). ns: not significant.</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-101606-fig6-v1.tif"/></fig><fig id="fig6s1" position="float" specific-use="child-fig"><label>Figure 6—figure supplement 1.</label><caption><title>Sex hormone receptor expression in cecal-colonic lamina propria immune and epithelial cells.</title><p>(<bold>A</bold>) Estrogen receptor alpha (<italic>Esr1</italic>) gene counts. (<bold>B</bold>) G-protein coupled estrogen receptor 1 (<italic>Gper1</italic>) expression gene counts. (<bold>C</bold>) Progesterone receptor (<italic>Pgr</italic>) gene counts. (<bold>D</bold>) Androgen receptor (<italic>Ar</italic>) gene counts. All gene counts are from bulk RNA sequencing analysis from cells isolated from the cecal-colonic lamina propria for (<bold>A</bold>–<bold>D</bold>). (<bold>E</bold>) G-protein coupled receptor (Gper1) expression gene counts. (<bold>F</bold>) Estrogen receptor alpha (Esr1) gene counts. (<bold>G</bold>) Estrogen receptor beta (Esr2) gene counts. (<bold>H</bold>) Androgen receptor (Ar) gene counts from bulk RNA sequencing analysis. All gene counts are from bulk RNA sequencing analysis from cells isolated from the cecal-colonic epithelial for (<bold>E</bold>–<bold>H</bold>). Data points represent mean ± SEM from at least two independent experiments. Statistical analysis: two-way ANOVA+Sidak’s multiple comparisons test. ns: not significant.</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-101606-fig6-figsupp1-v1.tif"/></fig></fig-group><p>To formally decouple the role of sex hormones and sex chromosome encoded gene products, we used the mouse four core genotype (FCG) model in which the gene sex determining region Y (<italic>Sry</italic>) that defines male sex has been moved from the Y chromosome to an autosome (<xref ref-type="bibr" rid="bib5">Arnold and Chen, 2009</xref>). Thus, the sex chromosome complement (XX or XY) does not relate to gonadal sex in the FCG model. We found that XY(<italic>-Sry</italic>) gonadal female mice lose MRSA carriage analogous to XX females, consistent with prior studies showing that they display similar estradiol levels (<xref ref-type="bibr" rid="bib65">Palaszynski et al., 2005</xref>; <xref ref-type="bibr" rid="bib73">Sasidhar et al., 2012</xref>), and both XY and XX(<italic>+Sry</italic>) gonadal male mice remain persistently colonized at similar levels (<xref ref-type="fig" rid="fig6">Figure 6D</xref>). Like their wild-type counterparts, we do not observe a change in the proportions of CD4+ T cells in the lamina propria between XX males and XX females with and without MRSA (<xref ref-type="fig" rid="fig6">Figure 6E</xref>). Instead, XX(<italic>-Sry</italic>) females displayed an increase in IL17A+CD4+ T cells in the lamina propria compared with XX(<italic>+Sry</italic>) males 2 dpi MRSA inoculation (<xref ref-type="fig" rid="fig6">Figure 6F</xref>). These findings further support a hormone-mediated effect on the Th17 cell response in female mice rather than a chromosomal one.</p></sec></sec><sec id="s3" sec-type="discussion"><title>Discussion</title><p><italic>S. aureus</italic> intestinal carriage is common and associated with infection, but how variables such as sex contribute to colonization susceptibility have been obscure. We established a mouse model to investigate MRSA intestinal colonization, which revealed a sex-specific effect in which female mice rapidly cleared MRSA, while their male counterparts remained colonized. This protection was microbiota dependent because mice lacking a microbiota or those with a less diverse microbiota were susceptible to persistent colonization. Microbiota composition alone, however, was insufficient to explain the sex-dependent colonization resistance observed. Females displayed an enhanced immune response to MRSA colonization characterized by increases in Th17 cells and neutrophil activation. Increase in MRSA burden in OVX or ERα-deficient females and XX (<italic>+Sry</italic>) gonadal male mice indicate that this effect of the female sex is hormonally mediated rather than dependent on genes present on sex chromosomes. Collectively, our results support a model in which GI colonization resistance against MRSA in female mice is dependent on the microbiota and an enhanced Th17 response downstream of sex hormones.</p><p>Sex steroid hormones have well-documented effects on the immune response, including CD4+ T cells (<xref ref-type="bibr" rid="bib31">Fuseini et al., 2019</xref>; <xref ref-type="bibr" rid="bib21">Chi et al., 2024</xref>; <xref ref-type="bibr" rid="bib49">Li et al., 2024</xref>; <xref ref-type="bibr" rid="bib85">Taneja, 2018</xref>; <xref ref-type="bibr" rid="bib43">Karpuzoglu-Sahin et al., 2001a</xref>; <xref ref-type="bibr" rid="bib44">Karpuzoglu-Sahin et al., 2001b</xref>). Our results are consistent with studies showing that ERα signaling increases differentiation and cytokine production of Th1 and Th17 cells (<xref ref-type="bibr" rid="bib31">Fuseini et al., 2019</xref>; <xref ref-type="bibr" rid="bib56">Mohammad et al., 2018</xref>; <xref ref-type="bibr" rid="bib52">Maret et al., 2003</xref>), although higher levels of estrogen characteristic of pregnancy can stimulate immunosuppressive regulatory CD4+ T cell conversion (<xref ref-type="bibr" rid="bib83">Tai et al., 2008</xref>). Recent work identified a parallel role for the male sex hormone androgen in suppressing lymphoid and neutrophil responses during intradermal infection of mice with <italic>S. aureus</italic> (<xref ref-type="bibr" rid="bib21">Chi et al., 2024</xref>; <xref ref-type="bibr" rid="bib49">Li et al., 2024</xref>). In this context, introduction of a complex microbiota into GF mice amplified the skin type 17 sex bias in females (<xref ref-type="bibr" rid="bib21">Chi et al., 2024</xref>). Sex biases in neutrophil function, including increased phagocytosis and extracellular trap formation in female mice, have been observed (<xref ref-type="bibr" rid="bib19">Castleman et al., 2018</xref>; <xref ref-type="bibr" rid="bib91">Yasuda et al., 2019</xref>; <xref ref-type="bibr" rid="bib79">Spitzer and Zhang, 1996</xref>; <xref ref-type="bibr" rid="bib69">Pokhrel et al., 2020</xref>). In line with our findings of increased CD11b on intestinal neutrophils isolated from female mice exposed to MRSA, studies examining MRSA skin and soft tissue infections found that BM neutrophils from female mice have an enhanced ability to kill MRSA ex vivo compared to those from male mice, which was linked to increases in surface CD11b and antimicrobial production (<xref ref-type="bibr" rid="bib19">Castleman et al., 2018</xref>; <xref ref-type="bibr" rid="bib69">Pokhrel et al., 2020</xref>).</p><p>Although sex difference was not reported, colonization resistance against <italic>S. aureus</italic> in the nares is also associated with Th17 cells and neutrophils (<xref ref-type="bibr" rid="bib3">Archer et al., 2013</xref>; <xref ref-type="bibr" rid="bib4">Archer et al., 2016</xref>), supporting the general importance of the CD4+ T cell response over antibodies and B cells in determining susceptibility to colonization. The absence of a sterilizing B cell response may reflect immune evasion strategies such as the bacterially produced Protein A that binds to the Fcγ portion of immunoglobulins, protecting <italic>S. aureus</italic> from opsonophagocytic killing (<xref ref-type="bibr" rid="bib29">Falugi et al., 2013</xref>; <xref ref-type="bibr" rid="bib67">Pauli et al., 2014</xref>). Our finding that female mice lacking mature B cells were still able to resist MRSA GI colonization is mirrored by a human volunteer study demonstrating that antibodies prior to intranasal inoculation did not block persistent colonization by their cognate <italic>S. aureus</italic> strains and that antibody levels did not distinguish intermittent and noncarriers (<xref ref-type="bibr" rid="bib86">van Belkum et al., 2009</xref>). In contrast, low CD4+ T cell counts in HIV+ individuals are a risk factor for <italic>S. aureus</italic> nasal colonization (<xref ref-type="bibr" rid="bib24">de Ferreira et al., 2014</xref>), and rates of colonization were higher in HIV+ males compared to HIV+ females (<xref ref-type="bibr" rid="bib61">Neupane et al., 2018</xref>). Understanding the cellular response to MRSA colonization and the impact of host sex may inform vaccination strategies (<xref ref-type="bibr" rid="bib13">Brown et al., 2014</xref>).</p><p>We observed an increase in IL-17A+ CD4+ T cells in colonization resistant females at 2 dpi with MRSA, a duration that is typically insufficient for a de novo antigen-specific adaptive immune response. It is likely that the gut harbors pre-existing T cells that can rapidly respond. The microbiota dependence of colonization resistance provides a potential explanation for this observation. Superantigens from <italic>S. aureus</italic> bind directly to Vβ regions of T cell receptors (TCRs) and MHC class II on antigen-presenting cells, resulting in hyperactivation of T lymphocytes and monocytes/macrophages. <italic>S. aureus</italic> superantigens induce a robust IL-17 response from memory Th17 cells from adult humans but not from naive T cells (<xref ref-type="bibr" rid="bib39">Islander et al., 2010</xref>), raising the possibility that such a mechanism can act on Th17 cells selected by the microbiota. Also, CD4+ T cells in the gut, including Th17 cells, can recognize antigens that are shared by taxonomically diverse bacteria in the gut (<xref ref-type="bibr" rid="bib59">Nagashima et al., 2023</xref>). In the colon of healthy humans and mice, MHC-II restricted CD4+ T cells with Th17 functionality have been identified that are responsive to commensal microbial antigens in an innate-like manner (<xref ref-type="bibr" rid="bib35">Hackstein et al., 2022</xref>). Additionally, intestinal colonization by the fungus <italic>Candida albicans</italic> favors Th17 polarization associated with increased IL-17 and neutrophils that protect mice from intravenous infection with MRSA (<xref ref-type="bibr" rid="bib78">Shao et al., 2019</xref>; <xref ref-type="bibr" rid="bib20">Chen et al., 2023</xref>). Thus, it is possible that we are observing either a cross reactive Th17 response or a bystander effect initiated by a commensal.</p><p>Investigating the antigen-specific response to MRSA is challenging due to bacterially encoded superantigens and other secreted virulence factors, such as α-hemolysin and LukED, that induce cell death of lymphocytes (<xref ref-type="bibr" rid="bib84">Tam and Torres, 2019</xref>). Therefore, the relationship between the microbiota and sex-dependent colonization resistance remains unanswered in our model. Other possibilities include microbiota-mediated regulation of estrogen and its receptor or signaling. However, given the strong connection between microbiota and Th17 (<xref ref-type="bibr" rid="bib40">Ivanov et al., 2009</xref>; <xref ref-type="bibr" rid="bib6">Atarashi et al., 2015</xref>), we propose a speculative model in which initial microbiota differences prime the gut for a Th17 and neutrophil response to MRSA that is enhanced by estrogen. Identifying the microbe(s) that are necessary for colonization resistance in females and careful examination of the dynamic regulation of sex hormones in this model will be insightful.</p><p>Animal models that incorporate sex as a variable are critical to conduct rigorous, translational science and build toward personalized medicine. Our study reveals an interplay between host microbiota, immune response, and sex steroid hormones in response to intestinal exposure to MRSA, a common commensal and major source of life-threatening invasive infections. Given the importance of the gut as a site of colonization and transmission for many medically important infectious agents, we suggest careful documentation of sex-specific effects in future studies examining this host-microbe interface.</p></sec><sec id="s4" sec-type="materials|methods"><title>Materials and methods</title><sec id="s4-1"><title>Mice</title><p>Mice designated as JAX refer to male and female 6- to 8-week-old C57BL/6J mice purchased from Jackson Laboratory and used directly for experiments. NYU C57BL/6J breeders were originally purchased from Jackson Laboratory and bred onsite at New York University Grossman School of Medicine to generate littermate male and female mice for comparison. Every 6 months breeders were replaced by using a new male from Jackson Laboratory to pair with a NYU female to reduce genetic drift. <italic>Rag2<sup>−/−</sup>, Tcrd<sup>−/−</sup>, Ighm<sup>−/−</sup>, Ptprc<sup>a</sup> (B6 CD45.1),</italic> and <italic>Esr1<sup>tm1Ksk+/-</sup></italic> mice were purchased from Jackson Laboratory. <italic>Rorc(γt)-enhanced GFP</italic> (<italic>Rorc<sup>−/−</sup></italic>) mice were previously described (<xref ref-type="bibr" rid="bib20">Chen et al., 2023</xref>). <italic>Il17ra<sup>-/-</sup></italic> mice were generated by Amgen Inc (Seattle, WA, USA) and provided by Dr. Jeffrey Weiser. Littermate heterozygous controls for <italic>Rag2<sup>−/−</sup></italic>, <italic>Ighm<sup>−/−</sup></italic>, and <italic>Rorc<sup>−/−</sup></italic> mice were generated by initially crossing homozygous knockout mice with wild-type C57BL/6J mice to establish heterozygotes that were then used to generate homozygous and heterozygous breeder pairs.</p><p>GF C57BL/6J were bred and maintained in flexible-film isolators at the New York University Grossman School of Medicine Gnotobiotics Animal Facility (<xref ref-type="bibr" rid="bib72">Sargsian et al., 2022</xref>; <xref ref-type="bibr" rid="bib22">Dallari et al., 2021</xref>; <xref ref-type="bibr" rid="bib45">Kernbauer et al., 2014</xref>). Absence of fecal bacteria was confirmed monthly by evaluating the presence of 16S rDNA in stool samples by qPCR. Minimal flora mice harboring the consortium of 15 bacteria (Oligo-MM<sub>12</sub>+FA3) (<xref ref-type="bibr" rid="bib14">Brugiroux et al., 2016</xref>) were maintained in a separate isolator as previously described (<xref ref-type="bibr" rid="bib72">Sargsian et al., 2022</xref>; <xref ref-type="bibr" rid="bib22">Dallari et al., 2021</xref>). For inoculation with bacteria, GF mice and minimal flora mice were housed in Bioexclusion cages (Tecniplast) with access to sterile food and water.</p><p>The sample size for animal experiments was chosen based on previous data generated in the laboratory. All animal studies were performed according to protocols approved by the NYU Grossman School of Medicine Institutional Animal Care and Use Committee.</p></sec><sec id="s4-2"><title>MRSA intestinal colonization in mice</title><p>Prior to inoculation, stool from C57BL/6J mice was homogenized and plated on CHROMagar <italic>Staph aureus</italic> (CHROMagar, Paris, France) selective plates to ensure mice were free of <italic>S. aureus</italic> carriage. C57BL/6J mice were orally gavaged with ~1 × 10<sup>8</sup> CFU of CA-MRSA strain USA300 (LAC). Stool samples were collected from each mouse on indicated days post inoculation. Screw-cap tubes (2 mL) filled with 1.0 mm beads were weighed before and after the addition of stool to determine weight. Sterile phosphate-buffered saline (PBS) (1 mL) was added to each tube, which were vigorously shaken in a bead-beater (MP Biomedicals, Santa Ana, CA, USA) for 60 s. Stool aliquots were diluted and plated to enumerate viable bacteria. Samples were plated on CHROMagar MRSA II (BBL)/Mannitol salt agar plates, incubated at 37°C for 24 hr, and colonies were counted to determine MRSA burden per gram of stool.</p></sec><sec id="s4-3"><title>Intestinal lamina propria and epithelial cell isolation</title><p>Colonic and cecal tissues were flushed with HBSS (Gibco), fat and Peyer’s patches were removed, and the tissue was cut into 6–8 pieces. Tissue bits were incubated first with 20 mL of HBSS with 2% HEPES (Corning), 1% sodium pyruvate (Corning), 5 mM EDTA, and 1 mM dithiothreitol (Sigma-Aldrich) for 15 min at 37°C with shaking, and then with new 10 mL of HBSS with 2% HEPES, 1% sodium pyruvate, 5 mM EDTA for 10 min at 37°C with shaking. The samples were filtered by 40 µm cell strainer (BD) and the supernatant containing intestinal epithelial cells was collected and subjected to gradient centrifugation using 40% and 80% Percoll (Sigma-Aldrich). The upper layer containing epithelial cells between the 40% and 80% gradients was collected. Tissue bits were washed in HBSS+5% FCS, minced, and then enzymatically digested with collagenase D (0.5 mg/mL, Roche) and DNase I (0.01 mg/mL, Sigma-Aldrich) for 30 min at 37°C with shaking. Digested solutions were passed through a 40 mm cell strainer and cells were subjected to gradient centrifugation using 40% and 80% Percoll (Sigma-Aldrich). The lower layer containing immune cells between the 40% and 80% gradients was collected.</p></sec><sec id="s4-4"><title>Flow cytometry</title><p>Lamina propria cells from either cecal and colonic or small intestinal tissue were harvested as described. For intracellular cytokine staining, cells were stimulated using the eBioscience cell stimulation cocktail for 4 hr at 37°C. The cells were fixed and permeabilized using the BioLegend fixation and permeabilization buffer. The following antibodies (clones) were used for staining: CD45 (30-F11), Ly6G (1A8), TCR-β (H57-597), CD4 (GK1.5), CD8 (53–6.7), IL-17A (TC11-18H10.1), TCR γ/δ (GL3), CD127(SB/199), and CD11b (M1/70). All samples were blocked with Fc Block (TruStain FcX). Zombie UV Fixable Viability Kit (BioLegend) was used to exclude dead cells prior to gating for other markers. Samples were run on BD FACS Symphony A5 and FACsFlowJo v.10 was used to analyze the flow cytometry data.</p></sec><sec id="s4-5"><title>Antibody-mediated depletion experiments</title><p>C57BL/6J mice bred at NYU were injected intraperitoneally with either 200 μg rat anti-mouse Ly6G or rat IgG2a isotype control antibody to deplete neutrophils and 250 μg rat anti-mouse CD4 or rat IgG2a isotype control antibody to deplete CD4+ T cells (Bio-X-Cell, West Lebanon, NH, USA). Anti-Ly6G injections occurred 1 day prior to MRSA inoculation and then every 3 days until mice were sacrificed 14 dpi. Anti-CD4 injections occurred 3 days prior to inoculation and every 7 days after initial injection until mice were sacrificed 14 dpi.</p></sec><sec id="s4-6"><title>BM chimera experiments</title><p>Eight-week-old recipient CD45.1 congenic C57BL/6J mice bred at NYU received 550 rads in 2 doses over 2 sequential days and were injected retro-orbitally with 2×10<sup>6</sup> T lymphocyte-depleted BM cells from either female or male CD45.2 congenic C57BL/6J donors bred at NYU. Mature T lymphocytes were depleted from BM cell suspension using the CD3ε MicroBead Kit (Miltenyi Biotech). Mice were allowed 8 weeks for reconstitution before oral inoculation with 1×10<sup>8</sup> CFU MRSA. BM reconstitution of the CD45+ compartment in CD45.1 mice was confirmed by flow cytometry analysis of CD45.2+ cells in the BM at the time of sacrifice.</p></sec><sec id="s4-7"><title>Ovariectomy surgery</title><p>Six-week-old female mice bred at NYU were anesthetized with isoflurane and placed in ventral recumbency with tail toward surgeon. Ophthalmic ointment was applied bilaterally and heat support was provided throughout the procedure. The dorsal mid-lumbar area was shaved in an area 150% greater than anticipated incision length and swabbed three times with alternating scrubs of betadine and alcohol. A 1–1.5 cm dorsal midline skin incision was made halfway between the caudal edge of the ribcage and the base of the tail. A single incision of 5–7 mm long was made into the muscle wall on both the right and left sides approximately one-third of the distance between the spinal cord and the ventral midline. The ovary and the oviduct were exteriorized through the muscle wall. A hemostat was clamped around the uterine vasculature between the oviduct and uterus. Each ovary and part of the oviduct was removed with single cuts through the oviducts near the ovary. The hemostat was removed and the remaining oviduct was assessed for hemorrhage. Hemostasis was confirmed prior to placing the remaining tissue into the peritoneal cavity. The ovary on the other side was removed in a similar manner. The muscle incision was closed with monofilament absorbable suture in a cruciate pattern. Bupivacaine was applied on the closed muscle layer. The skin incision was closed in a cruciate pattern with sterile skin sutures (monofilament nonabsorbable) and a small amount of tissue glue. The skin sutures were removed 10 days after surgery. Sham surgery mice underwent the same surgery but did not have their ovaries removed. Mice were administered Carprofen SQ every 24 hr for 3 days following the procedure. Mice were allowed 2 weeks to fully recover before oral inoculation with 1×10<sup>8</sup> CFU of MRSA.</p></sec><sec id="s4-8"><title>RNA sequencing</title><p>RNA was extracted from lamina propria cells and epithelial fraction isolated from the cecum-colon using RNeasy Plus Mini Kit (QIAGEN). Four male and four female B6 mice bred at NYU were used for each experimental condition. An RNA library was prepared using the Illumina TruSeq RNA sample preparation kit and sequenced with the Illumina HiSeq 2000 using the TruSeq RNA v.2 protocol. Illumina CASAVA v.1.8.2 was used to generate FASTQ files containing 29.5–53.5 million qualified reads per sample. Alignment and gene expression count were computed using default settings, which aligns reads to the union of all RefSeq-annotated exons for each gene.</p><p>RNA-seq results were processed using the v.4 R package DESeq2 v.3 to obtain variance stabilized count reads, fold changes relative to specific condition, and statistical p-value. Analysis of the transcriptome focused on differentially expressed genes (DEGs), defined as the genes with an absolute log2 fold change relative to specific condition &gt;1.2 and an adjusted p-value&lt;0.05. Enriched pathways for the DEGs were analyzed by Ingenuity Pathway Analysis (QIAGEN). The analyses were visualized using R package ggplot2 (<xref ref-type="bibr" rid="bib90">Wickham, 2016</xref>).</p></sec><sec id="s4-9"><title>DNA extraction from stool</title><p>DNA were extracted from stool using the MagMAX Microbiome Ultra Nucleic Acid Isolation Kit (Thermo Fisher) following the manufacturer’s instructions with modifications. An initial bead-beating step using differentially sized beads (glass beads, 0.5–0.75 mm; zirconia beads, &lt;100 µm) was included and lysozyme (20 mg/mL) was added to the lysis buffer.</p></sec><sec id="s4-10"><title>16S library preparation and sequencing analysis</title><p>Bacterial 16S rRNA genes were amplified at the V4 region using 16S universal primer pairs and amplicon sequencing was performed on the Illumina MiSeq system, yielding 150 bp paired reads.</p><p>16S Amplicon PCR Forward Primer = 5' <named-content content-type="sequence">TCGTCGGCAGCGTCAGATGTGTATAAGAGACAGCCTACGGG</named-content>NGGCWGCAG, 16S Amplicon PCR Reverse Primer = 5' <named-content content-type="sequence">GTCTCGTGGGCTCGGAGATGTGTATAAGAGACAGGACTAC</named-content>HVGGGTATCTAATCC.</p><p>The sequencing reads were processed using the DADA2 v.1 pipeline in the QIIME2 v.2022.2 software package. The cloud based platform Nephele v.2 was used to run QIIME2 analysis (<xref ref-type="bibr" rid="bib89">Weber et al., 2018</xref>). The minimum Phred quality score of 20 was applied to ensure high-quality sequence data. An open-reference clustering algorithm was used to identify OTUs based on a 97% similarity threshold to a reference database. Chimera removal was conducted to eliminate artifacts in the data. Taxonomic classification was performed using a search-based method to assign taxonomy to the OTUs. Barplots were generated with a minimum frequency filter of 1000 to visualize the abundance of microbial taxa. A percentage identity threshold of 97% was used to assign taxonomy at the genus level using the SILVA rRNA database. PCoA and calculation of Shannon index were performed using the phyloseq R package (<xref ref-type="bibr" rid="bib54">McMurdie and Holmes, 2013</xref>) version 1.46 after rarefaction to a depth of 1000.</p></sec><sec id="s4-11"><title>Statistical analysis</title><p>The number of animals per group is annotated in corresponding figure legends. GraphPad Prism v.10 was used to generate graphs and assess significance for bacterial burden and weight loss, and flow cytometry data were analyzed using FlowJo v.10. The MRSA burden curves were analyzed using area under the curve followed by a one-way ANOVA with Sidak’s multiple comparisons test when comparing more than two experimental conditions and a two-tailed t-test when comparing two experimental conditions. An unpaired two-tailed Student’s t-test was used to evaluate the differences between two groups. Welch’s correction was used when variances were significantly different between groups. A two-way ANOVA with Sidak’s multiple comparisons test was used to evaluate experiments involving multiple groups. All p-values are shown in the figures.</p></sec></sec></body><back><sec sec-type="additional-information" id="s5"><title>Additional information</title><fn-group content-type="competing-interest"><title>Competing interests</title><fn fn-type="COI-statement" id="conf1"><p>No competing interests declared</p></fn><fn fn-type="COI-statement" id="conf2"><p>has received honoraria from Pfizer and MedImmune and is an inventor on patents and patent applications (US8431,687B2; US2019135900-A1; EP4313303A1) filed by New York University, which are currently under commercial license to Janssen Biotech Inc Janssen Biotech Inc provides research funding and other payments associated with a licensing agreement</p></fn><fn fn-type="COI-statement" id="conf3"><p>has received research support from Pfizer, Takeda, Pacific Biosciences, Genentech, and Abbvie. Has consulted for or received an honoraria from Puretech Health, Genentech, and Abbvie. Is an inventor on U.S. patent 10,722,600 and provisional patent 62/935,035 and 63/157,225</p></fn></fn-group><fn-group content-type="author-contribution"><title>Author contributions</title><fn fn-type="con" id="con1"><p>Data curation, Formal analysis, Visualization, Writing – original draft, Writing – review and editing</p></fn><fn fn-type="con" id="con2"><p>Data curation, Supervision, Writing – review and editing</p></fn><fn fn-type="con" id="con3"><p>Formal analysis, Visualization, Writing – review and editing</p></fn><fn fn-type="con" id="con4"><p>Software, Formal analysis, Visualization, Writing – review and editing</p></fn><fn fn-type="con" id="con5"><p>Data curation</p></fn><fn fn-type="con" id="con6"><p>Methodology, Writing – review and editing</p></fn><fn fn-type="con" id="con7"><p>Data curation</p></fn><fn fn-type="con" id="con8"><p>Data curation, Methodology, Writing – review and editing</p></fn><fn fn-type="con" id="con9"><p>Visualization, Writing – review and editing</p></fn><fn fn-type="con" id="con10"><p>Conceptualization, Funding acquisition</p></fn><fn fn-type="con" id="con11"><p>Conceptualization, Resources, Supervision, Funding acquisition, Investigation, Writing – review and editing</p></fn><fn fn-type="con" id="con12"><p>Conceptualization, Resources, Software, Supervision, Funding acquisition, Investigation, Writing – original draft, Project administration, Writing – review and editing</p></fn></fn-group><fn-group content-type="ethics-information"><title>Ethics</title><fn fn-type="other"><p>All animal studies were performed according to protocols approved by the NYU Grossman School of Medicine Institutional Animal Care and Use Committee,IA16-01941.</p></fn></fn-group></sec><sec sec-type="supplementary-material" id="s6"><title>Additional files</title><supplementary-material id="mdar"><label>MDAR checklist</label><media xlink:href="elife-101606-mdarchecklist1-v1.docx" mimetype="application" mime-subtype="docx"/></supplementary-material></sec><sec sec-type="data-availability" id="s7"><title>Data availability</title><p>Sequencing data have been deposited in NCBI Sequence Read Database (SRA). The sequencing accession number for the bulk RNA sequencing is PRJNA1134782 and the accession number for the 16S rRNA sequencing is PRJNA1135964.</p><p>The following datasets were generated:</p><p><element-citation publication-type="data" specific-use="isSupplementedBy" id="dataset1"><person-group person-group-type="author"><name><surname>Lejeune</surname><given-names>A</given-names></name><name><surname>Shopsin</surname><given-names>B</given-names></name><name><surname>Cadwell</surname><given-names>K</given-names></name></person-group><year iso-8601-date="2024">2024</year><data-title>16s rRNA mouse microbiome</data-title><source>NCBI BioProject</source><pub-id pub-id-type="accession" xlink:href="https://www.ncbi.nlm.nih.gov/bioproject/PRJNA1135964">PRJNA1135964</pub-id></element-citation></p><p><element-citation publication-type="data" specific-use="isSupplementedBy" id="dataset2"><person-group person-group-type="author"><name><surname>Lejeune</surname><given-names>A</given-names></name><name><surname>Shopsin</surname><given-names>B</given-names></name><name><surname>Cadwell</surname><given-names>K</given-names></name></person-group><year iso-8601-date="2024">2024</year><data-title>RNA seq of cecla tissue <italic>Mus musculus</italic></data-title><source>NCBI Sequence Read Archive</source><pub-id pub-id-type="accession" xlink:href="https://ncbi.nlm.nih.gov/sra/PRJNA1134782">PRJNA1134782</pub-id></element-citation></p></sec><ack id="ack"><title>Acknowledgements</title><p>We would like to thank Margie Alva, Juan Carrasquillo, and David Basnight for their help in the NYU Gnotobiotic Facility, the NYU Flow Cytometry Core for training and access to equipment, the NYU Genome Technology Center for processing and sequencing of 16S and RNA samples, the NYU Experimental Pathology Research Laboratory for processing of H&amp;E tissue samples, and the NYU Reagent Preparation service for providing bacterial media and plates. Core facilities were supported by NIH grant P31CA016087. We would like to thank Dr. Mariya London for her help with flow cytometry technique and analysis. We would also like to thank members of the Cadwell, Shopsin, and Torres Labs for their constructive comments. This work was supported in part by NIH grants DK093668 (KC), AI121244 (KC, VJT), HL123340 (KC), AI130945 (KC), AI140754 (BS, VJT, KC), AI179896 (KC), DK 050306 (KC), and DK124336 (KC) and NIH grant 2T32AI100853-11 (AL). We would like to acknowledge the Vilcek Institute of Graduate Biomedical Sciences for their support.</p></ack><ref-list><title>References</title><ref id="bib1"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Acton</surname><given-names>DS</given-names></name><name><surname>Plat-Sinnige</surname><given-names>MJT</given-names></name><name><surname>van Wamel</surname><given-names>W</given-names></name><name><surname>de Groot</surname><given-names>N</given-names></name><name><surname>van Belkum</surname><given-names>A</given-names></name></person-group><year iso-8601-date="2009">2009</year><article-title>Intestinal carriage of <italic>Staphylococcus aureus</italic>: how does its frequency compare with that of nasal carriage and what is its clinical impact?</article-title><source>European Journal of Clinical Microbiology &amp; Infectious Diseases</source><volume>28</volume><fpage>115</fpage><lpage>127</lpage><pub-id pub-id-type="doi">10.1007/s10096-008-0602-7</pub-id><pub-id pub-id-type="pmid">18688664</pub-id></element-citation></ref><ref id="bib2"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Anderson</surname><given-names>CK</given-names></name><name><surname>Brossay</surname><given-names>L</given-names></name></person-group><year iso-8601-date="2016">2016</year><article-title>The role of MHC class Ib-restricted T cells during infection</article-title><source>Immunogenetics</source><volume>68</volume><fpage>677</fpage><lpage>691</lpage><pub-id pub-id-type="doi">10.1007/s00251-016-0932-z</pub-id><pub-id pub-id-type="pmid">27368413</pub-id></element-citation></ref><ref id="bib3"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Archer</surname><given-names>NK</given-names></name><name><surname>Harro</surname><given-names>JM</given-names></name><name><surname>Shirtliff</surname><given-names>ME</given-names></name></person-group><year iso-8601-date="2013">2013</year><article-title>Clearance of <italic>Staphylococcus aureus</italic> nasal carriage is T cell dependent and mediated through interleukin-17A expression and neutrophil influx</article-title><source>Infection and Immunity</source><volume>81</volume><fpage>2070</fpage><lpage>2075</lpage><pub-id pub-id-type="doi">10.1128/IAI.00084-13</pub-id><pub-id pub-id-type="pmid">23529621</pub-id></element-citation></ref><ref id="bib4"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Archer</surname><given-names>NK</given-names></name><name><surname>Adappa</surname><given-names>ND</given-names></name><name><surname>Palmer</surname><given-names>JN</given-names></name><name><surname>Cohen</surname><given-names>NA</given-names></name><name><surname>Harro</surname><given-names>JM</given-names></name><name><surname>Lee</surname><given-names>SK</given-names></name><name><surname>Miller</surname><given-names>LS</given-names></name><name><surname>Shirtliff</surname><given-names>ME</given-names></name></person-group><year iso-8601-date="2016">2016</year><article-title>Interleukin-17A (IL-17A) and IL-17F are critical for antimicrobial peptide production and clearance of <italic>Staphylococcus aureus</italic> nasal colonization</article-title><source>Infection and Immunity</source><volume>84</volume><fpage>3575</fpage><lpage>3583</lpage><pub-id pub-id-type="doi">10.1128/IAI.00596-16</pub-id><pub-id pub-id-type="pmid">27736775</pub-id></element-citation></ref><ref id="bib5"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Arnold</surname><given-names>AP</given-names></name><name><surname>Chen</surname><given-names>X</given-names></name></person-group><year iso-8601-date="2009">2009</year><article-title>What does the “four core genotypes” mouse model tell us about sex differences in the brain and other tissues?</article-title><source>Frontiers in Neuroendocrinology</source><volume>30</volume><fpage>1</fpage><lpage>9</lpage><pub-id pub-id-type="doi">10.1016/j.yfrne.2008.11.001</pub-id><pub-id pub-id-type="pmid">19028515</pub-id></element-citation></ref><ref id="bib6"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Atarashi</surname><given-names>K</given-names></name><name><surname>Tanoue</surname><given-names>T</given-names></name><name><surname>Ando</surname><given-names>M</given-names></name><name><surname>Kamada</surname><given-names>N</given-names></name><name><surname>Nagano</surname><given-names>Y</given-names></name><name><surname>Narushima</surname><given-names>S</given-names></name><name><surname>Suda</surname><given-names>W</given-names></name><name><surname>Imaoka</surname><given-names>A</given-names></name><name><surname>Setoyama</surname><given-names>H</given-names></name><name><surname>Nagamori</surname><given-names>T</given-names></name><name><surname>Ishikawa</surname><given-names>E</given-names></name><name><surname>Shima</surname><given-names>T</given-names></name><name><surname>Hara</surname><given-names>T</given-names></name><name><surname>Kado</surname><given-names>S</given-names></name><name><surname>Jinnohara</surname><given-names>T</given-names></name><name><surname>Ohno</surname><given-names>H</given-names></name><name><surname>Kondo</surname><given-names>T</given-names></name><name><surname>Toyooka</surname><given-names>K</given-names></name><name><surname>Watanabe</surname><given-names>E</given-names></name><name><surname>Yokoyama</surname><given-names>S-I</given-names></name><name><surname>Tokoro</surname><given-names>S</given-names></name><name><surname>Mori</surname><given-names>H</given-names></name><name><surname>Noguchi</surname><given-names>Y</given-names></name><name><surname>Morita</surname><given-names>H</given-names></name><name><surname>Ivanov</surname><given-names>II</given-names></name><name><surname>Sugiyama</surname><given-names>T</given-names></name><name><surname>Nuñez</surname><given-names>G</given-names></name><name><surname>Camp</surname><given-names>JG</given-names></name><name><surname>Hattori</surname><given-names>M</given-names></name><name><surname>Umesaki</surname><given-names>Y</given-names></name><name><surname>Honda</surname><given-names>K</given-names></name></person-group><year iso-8601-date="2015">2015</year><article-title>Th17 cell induction by adhesion of microbes to intestinal epithelial cells</article-title><source>Cell</source><volume>163</volume><fpage>367</fpage><lpage>380</lpage><pub-id pub-id-type="doi">10.1016/j.cell.2015.08.058</pub-id><pub-id pub-id-type="pmid">26411289</pub-id></element-citation></ref><ref id="bib7"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bacher</surname><given-names>P</given-names></name><name><surname>Hohnstein</surname><given-names>T</given-names></name><name><surname>Beerbaum</surname><given-names>E</given-names></name><name><surname>Röcker</surname><given-names>M</given-names></name><name><surname>Blango</surname><given-names>MG</given-names></name><name><surname>Kaufmann</surname><given-names>S</given-names></name><name><surname>Röhmel</surname><given-names>J</given-names></name><name><surname>Eschenhagen</surname><given-names>P</given-names></name><name><surname>Grehn</surname><given-names>C</given-names></name><name><surname>Seidel</surname><given-names>K</given-names></name><name><surname>Rickerts</surname><given-names>V</given-names></name><name><surname>Lozza</surname><given-names>L</given-names></name><name><surname>Stervbo</surname><given-names>U</given-names></name><name><surname>Nienen</surname><given-names>M</given-names></name><name><surname>Babel</surname><given-names>N</given-names></name><name><surname>Milleck</surname><given-names>J</given-names></name><name><surname>Assenmacher</surname><given-names>M</given-names></name><name><surname>Cornely</surname><given-names>OA</given-names></name><name><surname>Ziegler</surname><given-names>M</given-names></name><name><surname>Wisplinghoff</surname><given-names>H</given-names></name><name><surname>Heine</surname><given-names>G</given-names></name><name><surname>Worm</surname><given-names>M</given-names></name><name><surname>Siegmund</surname><given-names>B</given-names></name><name><surname>Maul</surname><given-names>J</given-names></name><name><surname>Creutz</surname><given-names>P</given-names></name><name><surname>Tabeling</surname><given-names>C</given-names></name><name><surname>Ruwwe-Glösenkamp</surname><given-names>C</given-names></name><name><surname>Sander</surname><given-names>LE</given-names></name><name><surname>Knosalla</surname><given-names>C</given-names></name><name><surname>Brunke</surname><given-names>S</given-names></name><name><surname>Hube</surname><given-names>B</given-names></name><name><surname>Kniemeyer</surname><given-names>O</given-names></name><name><surname>Brakhage</surname><given-names>AA</given-names></name><name><surname>Schwarz</surname><given-names>C</given-names></name><name><surname>Scheffold</surname><given-names>A</given-names></name></person-group><year iso-8601-date="2019">2019</year><article-title>Human anti-fungal Th17 immunity and pathology rely on cross-reactivity against candida albicans</article-title><source>Cell</source><volume>176</volume><fpage>1340</fpage><lpage>1355</lpage><pub-id pub-id-type="doi">10.1016/j.cell.2019.01.041</pub-id><pub-id pub-id-type="pmid">30799037</pub-id></element-citation></ref><ref id="bib8"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Békési</surname><given-names>G</given-names></name><name><surname>Kakucs</surname><given-names>R</given-names></name><name><surname>Varbiro</surname><given-names>S</given-names></name><name><surname>Feher</surname><given-names>J</given-names></name><name><surname>Pazmany</surname><given-names>T</given-names></name><name><surname>Magyar</surname><given-names>Z</given-names></name><name><surname>Sprintz</surname><given-names>D</given-names></name><name><surname>Szekacs</surname><given-names>B</given-names></name></person-group><year iso-8601-date="2001">2001</year><article-title>Induced myeloperoxidase activity and related superoxide inhibition during hormone replacement therapy</article-title><source>BJOG</source><volume>108</volume><fpage>474</fpage><lpage>481</lpage><pub-id pub-id-type="doi">10.1111/j.1471-0528.2001.00108.x</pub-id><pub-id pub-id-type="pmid">11368132</pub-id></element-citation></ref><ref id="bib9"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bhalla</surname><given-names>A</given-names></name><name><surname>Aron</surname><given-names>DC</given-names></name><name><surname>Donskey</surname><given-names>CJ</given-names></name></person-group><year iso-8601-date="2007">2007</year><article-title><italic>Staphylococcus aureus</italic> intestinal colonization is associated with increased frequency of <italic>S. aureus</italic> on skin of hospitalized patients</article-title><source>BMC Infectious Diseases</source><volume>7</volume><elocation-id>105</elocation-id><pub-id pub-id-type="doi">10.1186/1471-2334-7-105</pub-id><pub-id pub-id-type="pmid">17848192</pub-id></element-citation></ref><ref id="bib10"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Blazkova</surname><given-names>J</given-names></name><name><surname>Gupta</surname><given-names>S</given-names></name><name><surname>Liu</surname><given-names>Y</given-names></name><name><surname>Gaudilliere</surname><given-names>B</given-names></name><name><surname>Ganio</surname><given-names>EA</given-names></name><name><surname>Bolen</surname><given-names>CR</given-names></name><name><surname>Saar-Dover</surname><given-names>R</given-names></name><name><surname>Fragiadakis</surname><given-names>GK</given-names></name><name><surname>Angst</surname><given-names>MS</given-names></name><name><surname>Hasni</surname><given-names>S</given-names></name><name><surname>Aghaeepour</surname><given-names>N</given-names></name><name><surname>Stevenson</surname><given-names>D</given-names></name><name><surname>Baldwin</surname><given-names>N</given-names></name><name><surname>Anguiano</surname><given-names>E</given-names></name><name><surname>Chaussabel</surname><given-names>D</given-names></name><name><surname>Altman</surname><given-names>MC</given-names></name><name><surname>Kaplan</surname><given-names>MJ</given-names></name><name><surname>Davis</surname><given-names>MM</given-names></name><name><surname>Furman</surname><given-names>D</given-names></name></person-group><year iso-8601-date="2017">2017</year><article-title>Multicenter systems analysis of human blood reveals immature neutrophils in males and during pregnancy</article-title><source>Journal of Immunology</source><volume>198</volume><fpage>2479</fpage><lpage>2488</lpage><pub-id pub-id-type="doi">10.4049/jimmunol.1601855</pub-id><pub-id pub-id-type="pmid">28179497</pub-id></element-citation></ref><ref id="bib11"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Boucher</surname><given-names>HW</given-names></name><name><surname>Corey</surname><given-names>GR</given-names></name></person-group><year iso-8601-date="2008">2008</year><article-title>Epidemiology of methicillin-resistant <italic>Staphylococcus aureus</italic></article-title><source>Clinical Infectious Diseases</source><volume>46 Suppl 5</volume><fpage>S344</fpage><lpage>S349</lpage><pub-id pub-id-type="doi">10.1086/533590</pub-id><pub-id pub-id-type="pmid">18462089</pub-id></element-citation></ref><ref id="bib12"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Boyce</surname><given-names>JM</given-names></name><name><surname>Havill</surname><given-names>NL</given-names></name><name><surname>Otter</surname><given-names>JA</given-names></name><name><surname>Adams</surname><given-names>NMT</given-names></name></person-group><year iso-8601-date="2007">2007</year><article-title>Widespread environmental contamination associated with patients with diarrhea and methicillin-resistant <italic>Staphylococcus aureus</italic> colonization of the gastrointestinal tract</article-title><source>Infection Control &amp; Hospital Epidemiology</source><volume>28</volume><fpage>1142</fpage><lpage>1147</lpage><pub-id pub-id-type="doi">10.1086/520737</pub-id></element-citation></ref><ref id="bib13"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Brown</surname><given-names>AF</given-names></name><name><surname>Leech</surname><given-names>JM</given-names></name><name><surname>Rogers</surname><given-names>TR</given-names></name><name><surname>McLoughlin</surname><given-names>RM</given-names></name></person-group><year iso-8601-date="2014">2014</year><article-title><italic>Staphylococcus aureus</italic> colonization: modulation of host immune response and impact on human vaccine design</article-title><source>Frontiers in Immunology</source><volume>4</volume><elocation-id>507</elocation-id><pub-id pub-id-type="doi">10.3389/fimmu.2013.00507</pub-id><pub-id pub-id-type="pmid">24409186</pub-id></element-citation></ref><ref id="bib14"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Brugiroux</surname><given-names>S</given-names></name><name><surname>Beutler</surname><given-names>M</given-names></name><name><surname>Pfann</surname><given-names>C</given-names></name><name><surname>Garzetti</surname><given-names>D</given-names></name><name><surname>Ruscheweyh</surname><given-names>HJ</given-names></name><name><surname>Ring</surname><given-names>D</given-names></name><name><surname>Diehl</surname><given-names>M</given-names></name><name><surname>Herp</surname><given-names>S</given-names></name><name><surname>Lötscher</surname><given-names>Y</given-names></name><name><surname>Hussain</surname><given-names>S</given-names></name><name><surname>Bunk</surname><given-names>B</given-names></name><name><surname>Pukall</surname><given-names>R</given-names></name><name><surname>Huson</surname><given-names>DH</given-names></name><name><surname>Münch</surname><given-names>PC</given-names></name><name><surname>McHardy</surname><given-names>AC</given-names></name><name><surname>McCoy</surname><given-names>KD</given-names></name><name><surname>Macpherson</surname><given-names>AJ</given-names></name><name><surname>Loy</surname><given-names>A</given-names></name><name><surname>Clavel</surname><given-names>T</given-names></name><name><surname>Berry</surname><given-names>D</given-names></name><name><surname>Stecher</surname><given-names>B</given-names></name></person-group><year iso-8601-date="2016">2016</year><article-title>Genome-guided design of a defined mouse microbiota that confers colonization resistance against <italic>Salmonella enterica</italic> serovar typhimurium</article-title><source>Nature Microbiology</source><volume>2</volume><elocation-id>16215</elocation-id><pub-id pub-id-type="doi">10.1038/nmicrobiol.2016.215</pub-id><pub-id pub-id-type="pmid">27869789</pub-id></element-citation></ref><ref id="bib15"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Brustein</surname><given-names>M</given-names></name><name><surname>Kraal</surname><given-names>G</given-names></name><name><surname>Mebius</surname><given-names>RE</given-names></name><name><surname>Watson</surname><given-names>SR</given-names></name></person-group><year iso-8601-date="1992">1992</year><article-title>Identification of a soluble form of a ligand for the lymphocyte homing receptor</article-title><source>The Journal of Experimental Medicine</source><volume>176</volume><fpage>1415</fpage><lpage>1419</lpage><pub-id pub-id-type="doi">10.1084/jem.176.5.1415</pub-id><pub-id pub-id-type="pmid">1383387</pub-id></element-citation></ref><ref id="bib16"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Cadwell</surname><given-names>K</given-names></name><name><surname>Patel</surname><given-names>KK</given-names></name><name><surname>Maloney</surname><given-names>NS</given-names></name><name><surname>Liu</surname><given-names>TC</given-names></name><name><surname>Ng</surname><given-names>ACY</given-names></name><name><surname>Storer</surname><given-names>CE</given-names></name><name><surname>Head</surname><given-names>RD</given-names></name><name><surname>Xavier</surname><given-names>R</given-names></name><name><surname>Stappenbeck</surname><given-names>TS</given-names></name><name><surname>Virgin</surname><given-names>HW</given-names></name></person-group><year iso-8601-date="2010">2010</year><article-title>Virus-plus-susceptibility gene interaction determines crohn’s disease gene Atg16L1 phenotypes in intestine</article-title><source>Cell</source><volume>141</volume><fpage>1135</fpage><lpage>1145</lpage><pub-id pub-id-type="doi">10.1016/j.cell.2010.05.009</pub-id><pub-id pub-id-type="pmid">20602997</pub-id></element-citation></ref><ref id="bib17"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Cao</surname><given-names>S</given-names></name><name><surname>Su</surname><given-names>X</given-names></name><name><surname>Zeng</surname><given-names>B</given-names></name><name><surname>Yan</surname><given-names>H</given-names></name><name><surname>Huang</surname><given-names>Y</given-names></name><name><surname>Wang</surname><given-names>E</given-names></name><name><surname>Yun</surname><given-names>H</given-names></name><name><surname>Zhang</surname><given-names>Y</given-names></name><name><surname>Liu</surname><given-names>F</given-names></name><name><surname>Li</surname><given-names>W</given-names></name><name><surname>Wei</surname><given-names>H</given-names></name><name><surname>Che</surname><given-names>Y</given-names></name><name><surname>Yang</surname><given-names>R</given-names></name></person-group><year iso-8601-date="2016">2016</year><article-title>The gut epithelial receptor LRRC19 promotes the recruitment of immune cells and gut inflammation</article-title><source>Cell Reports</source><volume>14</volume><fpage>695</fpage><lpage>707</lpage><pub-id pub-id-type="doi">10.1016/j.celrep.2015.12.070</pub-id><pub-id pub-id-type="pmid">26776522</pub-id></element-citation></ref><ref id="bib18"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Cassotta</surname><given-names>A</given-names></name><name><surname>Goldstein</surname><given-names>JD</given-names></name><name><surname>Durini</surname><given-names>G</given-names></name><name><surname>Jarrossay</surname><given-names>D</given-names></name><name><surname>Baggi Menozzi</surname><given-names>F</given-names></name><name><surname>Venditti</surname><given-names>M</given-names></name><name><surname>Russo</surname><given-names>A</given-names></name><name><surname>Falcone</surname><given-names>M</given-names></name><name><surname>Lanzavecchia</surname><given-names>A</given-names></name><name><surname>Gagliardi</surname><given-names>MC</given-names></name><name><surname>Latorre</surname><given-names>D</given-names></name><name><surname>Sallusto</surname><given-names>F</given-names></name></person-group><year iso-8601-date="2021">2021</year><article-title>Broadly reactive human CD4<sup>+</sup> T cells against enterobacteriaceae are found in the naïve repertoire and are clonally expanded in the memory repertoire</article-title><source>European Journal of Immunology</source><volume>51</volume><fpage>648</fpage><lpage>661</lpage><pub-id pub-id-type="doi">10.1002/eji.202048630</pub-id><pub-id pub-id-type="pmid">33226131</pub-id></element-citation></ref><ref id="bib19"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Castleman</surname><given-names>MJ</given-names></name><name><surname>Pokhrel</surname><given-names>S</given-names></name><name><surname>Triplett</surname><given-names>KD</given-names></name><name><surname>Kusewitt</surname><given-names>DF</given-names></name><name><surname>Elmore</surname><given-names>BO</given-names></name><name><surname>Joyner</surname><given-names>JA</given-names></name><name><surname>Femling</surname><given-names>JK</given-names></name><name><surname>Sharma</surname><given-names>G</given-names></name><name><surname>Hathaway</surname><given-names>HJ</given-names></name><name><surname>Prossnitz</surname><given-names>ER</given-names></name><name><surname>Hall</surname><given-names>PR</given-names></name></person-group><year iso-8601-date="2018">2018</year><article-title>Innate sex bias of <italic>Staphylococcus aureus</italic> skin infection is driven by α-hemolysin</article-title><source>Journal of Immunology</source><volume>200</volume><fpage>657</fpage><lpage>668</lpage><pub-id pub-id-type="doi">10.4049/jimmunol.1700810</pub-id><pub-id pub-id-type="pmid">29222165</pub-id></element-citation></ref><ref id="bib20"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname><given-names>Y-H</given-names></name><name><surname>Yeung</surname><given-names>F</given-names></name><name><surname>Lacey</surname><given-names>KA</given-names></name><name><surname>Zaldana</surname><given-names>K</given-names></name><name><surname>Lin</surname><given-names>J-D</given-names></name><name><surname>Bee</surname><given-names>GCW</given-names></name><name><surname>McCauley</surname><given-names>C</given-names></name><name><surname>Barre</surname><given-names>RS</given-names></name><name><surname>Liang</surname><given-names>S-H</given-names></name><name><surname>Hansen</surname><given-names>CB</given-names></name><name><surname>Downie</surname><given-names>AE</given-names></name><name><surname>Tio</surname><given-names>K</given-names></name><name><surname>Weiser</surname><given-names>JN</given-names></name><name><surname>Torres</surname><given-names>VJ</given-names></name><name><surname>Bennett</surname><given-names>RJ</given-names></name><name><surname>Loke</surname><given-names>P</given-names></name><name><surname>Graham</surname><given-names>AL</given-names></name><name><surname>Cadwell</surname><given-names>K</given-names></name></person-group><year iso-8601-date="2023">2023</year><article-title>Rewilding of laboratory mice enhances granulopoiesis and immunity through intestinal fungal colonization</article-title><source>Science Immunology</source><volume>8</volume><elocation-id>eadd6910</elocation-id><pub-id pub-id-type="doi">10.1126/sciimmunol.add6910</pub-id><pub-id pub-id-type="pmid">37352372</pub-id></element-citation></ref><ref id="bib21"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Chi</surname><given-names>L</given-names></name><name><surname>Liu</surname><given-names>C</given-names></name><name><surname>Gribonika</surname><given-names>I</given-names></name><name><surname>Gschwend</surname><given-names>J</given-names></name><name><surname>Corral</surname><given-names>D</given-names></name><name><surname>Han</surname><given-names>S-J</given-names></name><name><surname>Lim</surname><given-names>AI</given-names></name><name><surname>Rivera</surname><given-names>CA</given-names></name><name><surname>Link</surname><given-names>VM</given-names></name><name><surname>Wells</surname><given-names>AC</given-names></name><name><surname>Bouladoux</surname><given-names>N</given-names></name><name><surname>Collins</surname><given-names>N</given-names></name><name><surname>Lima-Junior</surname><given-names>DS</given-names></name><name><surname>Enamorado</surname><given-names>M</given-names></name><name><surname>Rehermann</surname><given-names>B</given-names></name><name><surname>Laffont</surname><given-names>S</given-names></name><name><surname>Guéry</surname><given-names>J-C</given-names></name><name><surname>Tussiwand</surname><given-names>R</given-names></name><name><surname>Schneider</surname><given-names>C</given-names></name><name><surname>Belkaid</surname><given-names>Y</given-names></name></person-group><year iso-8601-date="2024">2024</year><article-title>Sexual dimorphism in skin immunity is mediated by an androgen-ILC2-dendritic cell axis</article-title><source>Science</source><volume>384</volume><elocation-id>eadk6200</elocation-id><pub-id pub-id-type="doi">10.1126/science.adk6200</pub-id><pub-id pub-id-type="pmid">38574174</pub-id></element-citation></ref><ref id="bib22"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Dallari</surname><given-names>S</given-names></name><name><surname>Heaney</surname><given-names>T</given-names></name><name><surname>Rosas-Villegas</surname><given-names>A</given-names></name><name><surname>Neil</surname><given-names>JA</given-names></name><name><surname>Wong</surname><given-names>S-Y</given-names></name><name><surname>Brown</surname><given-names>JJ</given-names></name><name><surname>Urbanek</surname><given-names>K</given-names></name><name><surname>Herrmann</surname><given-names>C</given-names></name><name><surname>Depledge</surname><given-names>DP</given-names></name><name><surname>Dermody</surname><given-names>TS</given-names></name><name><surname>Cadwell</surname><given-names>K</given-names></name></person-group><year iso-8601-date="2021">2021</year><article-title>Enteric viruses evoke broad host immune responses resembling those elicited by the bacterial microbiome</article-title><source>Cell Host &amp; Microbe</source><volume>29</volume><fpage>1014</fpage><lpage>1029</lpage><pub-id pub-id-type="doi">10.1016/j.chom.2021.03.015</pub-id><pub-id pub-id-type="pmid">33894129</pub-id></element-citation></ref><ref id="bib23"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>David</surname><given-names>MZ</given-names></name><name><surname>Daum</surname><given-names>RS</given-names></name></person-group><year iso-8601-date="2010">2010</year><article-title>Community-associated methicillin-resistant <italic>Staphylococcus aureus</italic>: epidemiology and clinical consequences of an emerging epidemic</article-title><source>Clinical Microbiology Reviews</source><volume>23</volume><fpage>616</fpage><lpage>687</lpage><pub-id pub-id-type="doi">10.1128/CMR.00081-09</pub-id><pub-id pub-id-type="pmid">20610826</pub-id></element-citation></ref><ref id="bib24"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>de Ferreira</surname><given-names>D</given-names></name><name><surname>da Silva</surname><given-names>GR</given-names></name><name><surname>Cavalcante</surname><given-names>FS</given-names></name><name><surname>doCarmo</surname><given-names>FL</given-names></name><name><surname>Fernandes</surname><given-names>LA</given-names></name><name><surname>Moreira</surname><given-names>S</given-names></name><name><surname>Passos</surname><given-names>MRL</given-names></name><name><surname>Colombo</surname><given-names>APV</given-names></name><name><surname>dos Santos</surname><given-names>KRN</given-names></name></person-group><year iso-8601-date="2014">2014</year><article-title>Methicillin-resistant <italic>Staphylococcus aureus</italic> in HIV patients: risk factors associated with colonization and/or infection and methods for characterization of isolates - a systematic review</article-title><source>Clinics</source><volume>69</volume><fpage>770</fpage><lpage>776</lpage><pub-id pub-id-type="doi">10.6061/clinics/2014(11)11</pub-id><pub-id pub-id-type="pmid">25518036</pub-id></element-citation></ref><ref id="bib25"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>de Kraker</surname><given-names>MEA</given-names></name><name><surname>Davey</surname><given-names>PG</given-names></name><name><surname>Grundmann</surname><given-names>H</given-names></name><collab>BURDEN study group</collab></person-group><year iso-8601-date="2011">2011</year><article-title>Mortality and hospital stay associated with resistant <italic>Staphylococcus aureus</italic> and <italic>Escherichia coli</italic> bacteremia: estimating the burden of antibiotic resistance in Europe</article-title><source>PLOS Medicine</source><volume>8</volume><elocation-id>e1001104</elocation-id><pub-id pub-id-type="doi">10.1371/journal.pmed.1001104</pub-id><pub-id pub-id-type="pmid">22022233</pub-id></element-citation></ref><ref id="bib26"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Dias</surname><given-names>SP</given-names></name><name><surname>Brouwer</surname><given-names>MC</given-names></name><name><surname>van de Beek</surname><given-names>D</given-names></name></person-group><year iso-8601-date="2022">2022</year><article-title>Sex and gender differences in bacterial infections</article-title><source>Infection and Immunity</source><volume>90</volume><elocation-id>e0028322</elocation-id><pub-id pub-id-type="doi">10.1128/iai.00283-22</pub-id><pub-id pub-id-type="pmid">36121220</pub-id></element-citation></ref><ref id="bib27"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Donato</surname><given-names>R</given-names></name></person-group><year iso-8601-date="2007">2007</year><article-title>RAGE: a single receptor for several ligands and different cellular responses: the case of certain S100 proteins</article-title><source>Current Molecular Medicine</source><volume>7</volume><fpage>711</fpage><lpage>724</lpage><pub-id pub-id-type="doi">10.2174/156652407783220688</pub-id><pub-id pub-id-type="pmid">18331229</pub-id></element-citation></ref><ref id="bib28"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Er-Lukowiak</surname><given-names>M</given-names></name><name><surname>Hänzelmann</surname><given-names>S</given-names></name><name><surname>Rothe</surname><given-names>M</given-names></name><name><surname>Moamenpour</surname><given-names>DT</given-names></name><name><surname>Hausmann</surname><given-names>F</given-names></name><name><surname>Khatri</surname><given-names>R</given-names></name><name><surname>Hansen</surname><given-names>C</given-names></name><name><surname>Boldt</surname><given-names>J</given-names></name><name><surname>Bärreiter</surname><given-names>VA</given-names></name><name><surname>Honecker</surname><given-names>B</given-names></name><name><surname>Bea</surname><given-names>A</given-names></name><name><surname>Groneberg</surname><given-names>M</given-names></name><name><surname>Fehling</surname><given-names>H</given-names></name><name><surname>Marggraff</surname><given-names>C</given-names></name><name><surname>Cadar</surname><given-names>D</given-names></name><name><surname>Bonn</surname><given-names>S</given-names></name><name><surname>Sellau</surname><given-names>J</given-names></name><name><surname>Lotter</surname><given-names>H</given-names></name></person-group><year iso-8601-date="2023">2023</year><article-title>Testosterone affects type I/type II interferon response of neutrophils during hepatic amebiasis</article-title><source>Frontiers in Immunology</source><volume>14</volume><elocation-id>1279245</elocation-id><pub-id pub-id-type="doi">10.3389/fimmu.2023.1279245</pub-id><pub-id pub-id-type="pmid">38179044</pub-id></element-citation></ref><ref id="bib29"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Falugi</surname><given-names>F</given-names></name><name><surname>Kim</surname><given-names>HK</given-names></name><name><surname>Missiakas</surname><given-names>DM</given-names></name><name><surname>Schneewind</surname><given-names>O</given-names></name></person-group><year iso-8601-date="2013">2013</year><article-title>Role of protein a in the evasion of host adaptive immune responses by <italic>Staphylococcus aureus</italic></article-title><source>mBio</source><volume>4</volume><elocation-id>e00575-13</elocation-id><pub-id pub-id-type="doi">10.1128/mBio.00575-13</pub-id><pub-id pub-id-type="pmid">23982075</pub-id></element-citation></ref><ref id="bib30"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Flaxman</surname><given-names>A</given-names></name><name><surname>van Diemen</surname><given-names>PM</given-names></name><name><surname>Yamaguchi</surname><given-names>Y</given-names></name><name><surname>Allen</surname><given-names>E</given-names></name><name><surname>Lindemann</surname><given-names>C</given-names></name><name><surname>Rollier</surname><given-names>CS</given-names></name><name><surname>Milicic</surname><given-names>A</given-names></name><name><surname>Wyllie</surname><given-names>DH</given-names></name></person-group><year iso-8601-date="2017">2017</year><article-title>Development of persistent gastrointestinal <italic>S. aureus</italic> carriage in mice</article-title><source>Scientific Reports</source><volume>7</volume><elocation-id>12415</elocation-id><pub-id pub-id-type="doi">10.1038/s41598-017-12576-0</pub-id><pub-id pub-id-type="pmid">28963555</pub-id></element-citation></ref><ref id="bib31"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Fuseini</surname><given-names>H</given-names></name><name><surname>Cephus</surname><given-names>J-Y</given-names></name><name><surname>Wu</surname><given-names>P</given-names></name><name><surname>Davis</surname><given-names>JB</given-names></name><name><surname>Contreras</surname><given-names>DC</given-names></name><name><surname>Gandhi</surname><given-names>VD</given-names></name><name><surname>Rathmell</surname><given-names>JC</given-names></name><name><surname>Newcomb</surname><given-names>DC</given-names></name></person-group><year iso-8601-date="2019">2019</year><article-title>ERα signaling increased IL-17A production in Th17 cells by upregulating IL-23R expression, mitochondrial respiration, and proliferation</article-title><source>Frontiers in Immunology</source><volume>10</volume><elocation-id>2740</elocation-id><pub-id pub-id-type="doi">10.3389/fimmu.2019.02740</pub-id><pub-id pub-id-type="pmid">31849948</pub-id></element-citation></ref><ref id="bib32"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gagnaire</surname><given-names>J</given-names></name><name><surname>Verhoeven</surname><given-names>PO</given-names></name><name><surname>Grattard</surname><given-names>F</given-names></name><name><surname>Rigaill</surname><given-names>J</given-names></name><name><surname>Lucht</surname><given-names>F</given-names></name><name><surname>Pozzetto</surname><given-names>B</given-names></name><name><surname>Berthelot</surname><given-names>P</given-names></name><name><surname>Botelho-Nevers</surname><given-names>E</given-names></name></person-group><year iso-8601-date="2017">2017</year><article-title>Epidemiology and clinical relevance of <italic>Staphylococcus aureus</italic> intestinal carriage: a systematic review and meta-analysis</article-title><source>Expert Review of Anti-Infective Therapy</source><volume>15</volume><fpage>767</fpage><lpage>785</lpage><pub-id pub-id-type="doi">10.1080/14787210.2017.1358611</pub-id><pub-id pub-id-type="pmid">28726558</pub-id></element-citation></ref><ref id="bib33"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gries</surname><given-names>DM</given-names></name><name><surname>Pultz</surname><given-names>NJ</given-names></name><name><surname>Donskey</surname><given-names>CJ</given-names></name></person-group><year iso-8601-date="2005">2005</year><article-title>Growth in cecal mucus facilitates colonization of the mouse intestinal tract by methicillin-resistant <italic>Staphylococcus aureus</italic></article-title><source>The Journal of Infectious Diseases</source><volume>192</volume><fpage>1621</fpage><lpage>1627</lpage><pub-id pub-id-type="doi">10.1086/491737</pub-id><pub-id pub-id-type="pmid">16206077</pub-id></element-citation></ref><ref id="bib34"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gupta</surname><given-names>S</given-names></name><name><surname>Nakabo</surname><given-names>S</given-names></name><name><surname>Blanco</surname><given-names>LP</given-names></name><name><surname>O’Neil</surname><given-names>LJ</given-names></name><name><surname>Wigerblad</surname><given-names>G</given-names></name><name><surname>Goel</surname><given-names>RR</given-names></name><name><surname>Mistry</surname><given-names>P</given-names></name><name><surname>Jiang</surname><given-names>K</given-names></name><name><surname>Carmona-Rivera</surname><given-names>C</given-names></name><name><surname>Chan</surname><given-names>DW</given-names></name><name><surname>Wang</surname><given-names>X</given-names></name><name><surname>Pedersen</surname><given-names>HL</given-names></name><name><surname>Gadkari</surname><given-names>M</given-names></name><name><surname>Howe</surname><given-names>KN</given-names></name><name><surname>Naz</surname><given-names>F</given-names></name><name><surname>Dell’Orso</surname><given-names>S</given-names></name><name><surname>Hasni</surname><given-names>SA</given-names></name><name><surname>Dempsey</surname><given-names>C</given-names></name><name><surname>Buscetta</surname><given-names>A</given-names></name><name><surname>Frischmeyer-Guerrerio</surname><given-names>PA</given-names></name><name><surname>Kruszka</surname><given-names>P</given-names></name><name><surname>Muenke</surname><given-names>M</given-names></name><name><surname>Franco</surname><given-names>LM</given-names></name><name><surname>Sun</surname><given-names>H-W</given-names></name><name><surname>Kaplan</surname><given-names>MJ</given-names></name></person-group><year iso-8601-date="2020">2020</year><article-title>Sex differences in neutrophil biology modulate response to type I interferons and immunometabolism</article-title><source>PNAS</source><volume>117</volume><fpage>16481</fpage><lpage>16491</lpage><pub-id pub-id-type="doi">10.1073/pnas.2003603117</pub-id><pub-id pub-id-type="pmid">32601182</pub-id></element-citation></ref><ref id="bib35"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hackstein</surname><given-names>CP</given-names></name><name><surname>Costigan</surname><given-names>D</given-names></name><name><surname>Drexhage</surname><given-names>L</given-names></name><name><surname>Pearson</surname><given-names>C</given-names></name><name><surname>Bullers</surname><given-names>S</given-names></name><name><surname>Ilott</surname><given-names>N</given-names></name><name><surname>Akther</surname><given-names>HD</given-names></name><name><surname>Gu</surname><given-names>Y</given-names></name><name><surname>FitzPatrick</surname><given-names>MEB</given-names></name><name><surname>Harrison</surname><given-names>OJ</given-names></name><name><surname>Garner</surname><given-names>LC</given-names></name><name><surname>Mann</surname><given-names>EH</given-names></name><name><surname>Pandey</surname><given-names>S</given-names></name><name><surname>Friedrich</surname><given-names>M</given-names></name><name><surname>Provine</surname><given-names>NM</given-names></name><name><surname>Uhlig</surname><given-names>HH</given-names></name><name><surname>Marchi</surname><given-names>E</given-names></name><name><surname>Powrie</surname><given-names>F</given-names></name><name><surname>Klenerman</surname><given-names>P</given-names></name><name><surname>Thornton</surname><given-names>EE</given-names></name></person-group><year iso-8601-date="2022">2022</year><article-title>A conserved population of MHC II-restricted, innate-like, commensal-reactive T cells in the gut of humans and mice</article-title><source>Nature Communications</source><volume>13</volume><elocation-id>7472</elocation-id><pub-id pub-id-type="doi">10.1038/s41467-022-35126-3</pub-id><pub-id pub-id-type="pmid">36463279</pub-id></element-citation></ref><ref id="bib36"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Huang</surname><given-names>SS</given-names></name></person-group><year iso-8601-date="2019">2019</year><article-title>Decolonization to reduce postdischarge infection risk among MRSA carriers</article-title><source>The New England Journal of Medicine</source><volume>380</volume><fpage>638</fpage><lpage>650</lpage><pub-id pub-id-type="doi">10.1056/NEJMc1903763</pub-id></element-citation></ref><ref id="bib37"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Humphreys</surname><given-names>H</given-names></name><name><surname>Fitzpatick</surname><given-names>F</given-names></name><name><surname>Harvey</surname><given-names>BJ</given-names></name></person-group><year iso-8601-date="2015">2015</year><article-title>Gender differences in rates of carriage and bloodstream infection caused by methicillin-resistant <italic>Staphylococcus aureus</italic>: are they real, do they matter and why?</article-title><source>Clinical Infectious Diseases</source><volume>61</volume><fpage>1708</fpage><lpage>1714</lpage><pub-id pub-id-type="doi">10.1093/cid/civ576</pub-id><pub-id pub-id-type="pmid">26202769</pub-id></element-citation></ref><ref id="bib38"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Huyton</surname><given-names>T</given-names></name><name><surname>Göttmann</surname><given-names>W</given-names></name><name><surname>Bade-Döding</surname><given-names>C</given-names></name><name><surname>Paine</surname><given-names>A</given-names></name><name><surname>Blasczyk</surname><given-names>R</given-names></name></person-group><year iso-8601-date="2011">2011</year><article-title>The T/NK cell co-stimulatory molecule SECTM1 is an IFN “early response gene” that is negatively regulated by LPS in human monocytic cells</article-title><source>Biochimica et Biophysica Acta</source><volume>1810</volume><fpage>1294</fpage><lpage>1301</lpage><pub-id pub-id-type="doi">10.1016/j.bbagen.2011.06.020</pub-id><pub-id pub-id-type="pmid">21749909</pub-id></element-citation></ref><ref id="bib39"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Islander</surname><given-names>U</given-names></name><name><surname>Andersson</surname><given-names>A</given-names></name><name><surname>Lindberg</surname><given-names>E</given-names></name><name><surname>Adlerberth</surname><given-names>I</given-names></name><name><surname>Wold</surname><given-names>AE</given-names></name><name><surname>Rudin</surname><given-names>A</given-names></name></person-group><year iso-8601-date="2010">2010</year><article-title>Superantigenic <italic>Staphylococcus aureus</italic> stimulates production of interleukin-17 from memory but not naive T cells</article-title><source>Infection and Immunity</source><volume>78</volume><fpage>381</fpage><lpage>386</lpage><pub-id pub-id-type="doi">10.1128/IAI.00724-09</pub-id><pub-id pub-id-type="pmid">19822653</pub-id></element-citation></ref><ref id="bib40"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ivanov</surname><given-names>II</given-names></name><name><surname>Atarashi</surname><given-names>K</given-names></name><name><surname>Manel</surname><given-names>N</given-names></name><name><surname>Brodie</surname><given-names>EL</given-names></name><name><surname>Shima</surname><given-names>T</given-names></name><name><surname>Karaoz</surname><given-names>U</given-names></name><name><surname>Wei</surname><given-names>D</given-names></name><name><surname>Goldfarb</surname><given-names>KC</given-names></name><name><surname>Santee</surname><given-names>CA</given-names></name><name><surname>Lynch</surname><given-names>SV</given-names></name><name><surname>Tanoue</surname><given-names>T</given-names></name><name><surname>Imaoka</surname><given-names>A</given-names></name><name><surname>Itoh</surname><given-names>K</given-names></name><name><surname>Takeda</surname><given-names>K</given-names></name><name><surname>Umesaki</surname><given-names>Y</given-names></name><name><surname>Honda</surname><given-names>K</given-names></name><name><surname>Littman</surname><given-names>DR</given-names></name></person-group><year iso-8601-date="2009">2009</year><article-title>Induction of intestinal Th17 cells by segmented filamentous bacteria</article-title><source>Cell</source><volume>139</volume><fpage>485</fpage><lpage>498</lpage><pub-id pub-id-type="doi">10.1016/j.cell.2009.09.033</pub-id><pub-id pub-id-type="pmid">19836068</pub-id></element-citation></ref><ref id="bib41"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jaillon</surname><given-names>S</given-names></name><name><surname>Berthenet</surname><given-names>K</given-names></name><name><surname>Garlanda</surname><given-names>C</given-names></name></person-group><year iso-8601-date="2019">2019</year><article-title>Sexual dimorphism in innate immunity</article-title><source>Clinical Reviews in Allergy &amp; Immunology</source><volume>56</volume><fpage>308</fpage><lpage>321</lpage><pub-id pub-id-type="doi">10.1007/s12016-017-8648-x</pub-id><pub-id pub-id-type="pmid">28963611</pub-id></element-citation></ref><ref id="bib42"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jang</surname><given-names>KK</given-names></name><name><surname>Heaney</surname><given-names>T</given-names></name><name><surname>London</surname><given-names>M</given-names></name><name><surname>Ding</surname><given-names>Y</given-names></name><name><surname>Putzel</surname><given-names>G</given-names></name><name><surname>Yeung</surname><given-names>F</given-names></name><name><surname>Ercelen</surname><given-names>D</given-names></name><name><surname>Chen</surname><given-names>YH</given-names></name><name><surname>Axelrad</surname><given-names>J</given-names></name><name><surname>Gurunathan</surname><given-names>S</given-names></name><name><surname>Zhou</surname><given-names>C</given-names></name><name><surname>Podkowik</surname><given-names>M</given-names></name><name><surname>Arguelles</surname><given-names>N</given-names></name><name><surname>Srivastava</surname><given-names>A</given-names></name><name><surname>Shopsin</surname><given-names>B</given-names></name><name><surname>Torres</surname><given-names>VJ</given-names></name><name><surname>Keestra-Gounder</surname><given-names>AM</given-names></name><name><surname>Pironti</surname><given-names>A</given-names></name><name><surname>Griffin</surname><given-names>ME</given-names></name><name><surname>Hang</surname><given-names>HC</given-names></name><name><surname>Cadwell</surname><given-names>K</given-names></name></person-group><year iso-8601-date="2023">2023</year><article-title>Antimicrobial overproduction sustains intestinal inflammation by inhibiting enterococcus colonization</article-title><source>Cell Host &amp; Microbe</source><volume>31</volume><fpage>1450</fpage><lpage>1468</lpage><pub-id pub-id-type="doi">10.1016/j.chom.2023.08.002</pub-id><pub-id pub-id-type="pmid">37652008</pub-id></element-citation></ref><ref id="bib43"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Karpuzoglu-Sahin</surname><given-names>E</given-names></name><name><surname>Hissong</surname><given-names>BD</given-names></name><name><surname>Ansar Ahmed</surname><given-names>S</given-names></name></person-group><year iso-8601-date="2001">2001a</year><article-title>Interferon-gamma levels are upregulated by 17-beta-estradiol and diethylstilbestrol</article-title><source>Journal of Reproductive Immunology</source><volume>52</volume><fpage>113</fpage><lpage>127</lpage><pub-id pub-id-type="doi">10.1016/s0165-0378(01)00117-6</pub-id><pub-id pub-id-type="pmid">11600182</pub-id></element-citation></ref><ref id="bib44"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Karpuzoglu-Sahin</surname><given-names>E</given-names></name><name><surname>Zhi-Jun</surname><given-names>Y</given-names></name><name><surname>Lengi</surname><given-names>A</given-names></name><name><surname>Sriranganathan</surname><given-names>N</given-names></name><name><surname>Ansar Ahmed</surname><given-names>S</given-names></name></person-group><year iso-8601-date="2001">2001b</year><article-title>Effects of long-term estrogen treatment on IFN-γ, IL-2 and IL-4 gene expression and protein synthesis in spleen and thymus of normal C57BL/6 mice</article-title><source>Cytokine</source><volume>14</volume><fpage>208</fpage><lpage>217</lpage><pub-id pub-id-type="doi">10.1006/cyto.2001.0876</pub-id></element-citation></ref><ref id="bib45"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kernbauer</surname><given-names>E</given-names></name><name><surname>Ding</surname><given-names>Y</given-names></name><name><surname>Cadwell</surname><given-names>K</given-names></name></person-group><year iso-8601-date="2014">2014</year><article-title>An enteric virus can replace the beneficial function of commensal bacteria</article-title><source>Nature</source><volume>516</volume><fpage>94</fpage><lpage>98</lpage><pub-id pub-id-type="doi">10.1038/nature13960</pub-id></element-citation></ref><ref id="bib46"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kernbauer</surname><given-names>E</given-names></name><name><surname>Maurer</surname><given-names>K</given-names></name><name><surname>Torres</surname><given-names>VJ</given-names></name><name><surname>Shopsin</surname><given-names>B</given-names></name><name><surname>Cadwell</surname><given-names>K</given-names></name></person-group><year iso-8601-date="2015">2015</year><article-title>Gastrointestinal dissemination and transmission of <italic>Staphylococcus aureus</italic> following bacteremia</article-title><source>Infection and Immunity</source><volume>83</volume><fpage>372</fpage><lpage>378</lpage><pub-id pub-id-type="doi">10.1128/IAI.02272-14</pub-id><pub-id pub-id-type="pmid">25385792</pub-id></element-citation></ref><ref id="bib47"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Klein</surname><given-names>SL</given-names></name><name><surname>Flanagan</surname><given-names>KL</given-names></name></person-group><year iso-8601-date="2016">2016</year><article-title>Sex differences in immune responses</article-title><source>Nature Reviews Immunology</source><volume>16</volume><fpage>626</fpage><lpage>638</lpage><pub-id pub-id-type="doi">10.1038/nri.2016.90</pub-id><pub-id pub-id-type="pmid">27546235</pub-id></element-citation></ref><ref id="bib48"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Krismer</surname><given-names>B</given-names></name><name><surname>Weidenmaier</surname><given-names>C</given-names></name><name><surname>Zipperer</surname><given-names>A</given-names></name><name><surname>Peschel</surname><given-names>A</given-names></name></person-group><year iso-8601-date="2017">2017</year><article-title>The commensal lifestyle of <italic>Staphylococcus aureus</italic> and its interactions with the nasal microbiota</article-title><source>Nature Reviews Microbiology</source><volume>15</volume><fpage>675</fpage><lpage>687</lpage><pub-id pub-id-type="doi">10.1038/nrmicro.2017.104</pub-id><pub-id pub-id-type="pmid">29021598</pub-id></element-citation></ref><ref id="bib49"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Li</surname><given-names>F</given-names></name><name><surname>Xing</surname><given-names>X</given-names></name><name><surname>Jin</surname><given-names>Q</given-names></name><name><surname>Wang</surname><given-names>XM</given-names></name><name><surname>Dai</surname><given-names>P</given-names></name><name><surname>Han</surname><given-names>M</given-names></name><name><surname>Shi</surname><given-names>H</given-names></name><name><surname>Zhang</surname><given-names>Z</given-names></name><name><surname>Shao</surname><given-names>X</given-names></name><name><surname>Peng</surname><given-names>Y</given-names></name><name><surname>Zhu</surname><given-names>Y</given-names></name><name><surname>Xu</surname><given-names>J</given-names></name><name><surname>Li</surname><given-names>D</given-names></name><name><surname>Chen</surname><given-names>Y</given-names></name><name><surname>Wu</surname><given-names>W</given-names></name><name><surname>Wang</surname><given-names>Q</given-names></name><name><surname>Yu</surname><given-names>C</given-names></name><name><surname>Chen</surname><given-names>L</given-names></name><name><surname>Bai</surname><given-names>F</given-names></name><name><surname>Gao</surname><given-names>D</given-names></name></person-group><year iso-8601-date="2024">2024</year><article-title>Sex differences orchestrated by androgens at single-cell resolution</article-title><source>Nature</source><volume>629</volume><fpage>193</fpage><lpage>200</lpage><pub-id pub-id-type="doi">10.1038/s41586-024-07291-6</pub-id><pub-id pub-id-type="pmid">38600383</pub-id></element-citation></ref><ref id="bib50"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lu</surname><given-names>RJ</given-names></name><name><surname>Taylor</surname><given-names>S</given-names></name><name><surname>Contrepois</surname><given-names>K</given-names></name><name><surname>Kim</surname><given-names>M</given-names></name><name><surname>Bravo</surname><given-names>JI</given-names></name><name><surname>Ellenberger</surname><given-names>M</given-names></name><name><surname>Sampathkumar</surname><given-names>NK</given-names></name><name><surname>Benayoun</surname><given-names>BA</given-names></name></person-group><year iso-8601-date="2021">2021</year><article-title>Multi-omic profiling of primary mouse neutrophils predicts a pattern of sex and age-related functional regulation</article-title><source>Nature Aging</source><volume>1</volume><fpage>715</fpage><lpage>733</lpage><pub-id pub-id-type="doi">10.1038/s43587-021-00086-8</pub-id><pub-id pub-id-type="pmid">34514433</pub-id></element-citation></ref><ref id="bib51"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mamantopoulos</surname><given-names>M</given-names></name><name><surname>Ronchi</surname><given-names>F</given-names></name><name><surname>Van Hauwermeiren</surname><given-names>F</given-names></name><name><surname>Vieira-Silva</surname><given-names>S</given-names></name><name><surname>Yilmaz</surname><given-names>B</given-names></name><name><surname>Martens</surname><given-names>L</given-names></name><name><surname>Saeys</surname><given-names>Y</given-names></name><name><surname>Drexler</surname><given-names>SK</given-names></name><name><surname>Yazdi</surname><given-names>AS</given-names></name><name><surname>Raes</surname><given-names>J</given-names></name><name><surname>Lamkanfi</surname><given-names>M</given-names></name><name><surname>McCoy</surname><given-names>KD</given-names></name><name><surname>Wullaert</surname><given-names>A</given-names></name></person-group><year iso-8601-date="2017">2017</year><article-title>Nlrp6- and ASC-dependent inflammasomes do not shape the commensal gut microbiota composition</article-title><source>Immunity</source><volume>47</volume><fpage>339</fpage><lpage>348</lpage><pub-id pub-id-type="doi">10.1016/j.immuni.2017.07.011</pub-id><pub-id pub-id-type="pmid">28801232</pub-id></element-citation></ref><ref id="bib52"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Maret</surname><given-names>A</given-names></name><name><surname>Coudert</surname><given-names>JD</given-names></name><name><surname>Garidou</surname><given-names>L</given-names></name><name><surname>Foucras</surname><given-names>G</given-names></name><name><surname>Gourdy</surname><given-names>P</given-names></name><name><surname>Krust</surname><given-names>A</given-names></name><name><surname>Dupont</surname><given-names>S</given-names></name><name><surname>Chambon</surname><given-names>P</given-names></name><name><surname>Druet</surname><given-names>P</given-names></name><name><surname>Bayard</surname><given-names>F</given-names></name><name><surname>Guéry</surname><given-names>J-C</given-names></name></person-group><year iso-8601-date="2003">2003</year><article-title>Estradiol enhances primary antigen-specific CD4 T cell responses and Th1 development in vivo: essential role of estrogen receptor alpha expression in hematopoietic cells</article-title><source>European Journal of Immunology</source><volume>33</volume><fpage>512</fpage><lpage>521</lpage><pub-id pub-id-type="doi">10.1002/immu.200310027</pub-id><pub-id pub-id-type="pmid">12645950</pub-id></element-citation></ref><ref id="bib53"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>McGeachy</surname><given-names>MJ</given-names></name><name><surname>Cua</surname><given-names>DJ</given-names></name><name><surname>Gaffen</surname><given-names>SL</given-names></name></person-group><year iso-8601-date="2019">2019</year><article-title>The IL-17 family of cytokines in health and disease</article-title><source>Immunity</source><volume>50</volume><fpage>892</fpage><lpage>906</lpage><pub-id pub-id-type="doi">10.1016/j.immuni.2019.03.021</pub-id><pub-id pub-id-type="pmid">30995505</pub-id></element-citation></ref><ref id="bib54"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>McMurdie</surname><given-names>PJ</given-names></name><name><surname>Holmes</surname><given-names>S</given-names></name></person-group><year iso-8601-date="2013">2013</year><article-title>phyloseq: an R package for reproducible interactive analysis and graphics of microbiome census data</article-title><source>PLOS ONE</source><volume>8</volume><elocation-id>e61217</elocation-id><pub-id pub-id-type="doi">10.1371/journal.pone.0061217</pub-id><pub-id pub-id-type="pmid">23630581</pub-id></element-citation></ref><ref id="bib55"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Misawa</surname><given-names>Y</given-names></name><name><surname>Kelley</surname><given-names>KA</given-names></name><name><surname>Wang</surname><given-names>X</given-names></name><name><surname>Wang</surname><given-names>L</given-names></name><name><surname>Park</surname><given-names>WB</given-names></name><name><surname>Birtel</surname><given-names>J</given-names></name><name><surname>Saslowsky</surname><given-names>D</given-names></name><name><surname>Lee</surname><given-names>JC</given-names></name></person-group><year iso-8601-date="2015">2015</year><article-title><italic>Staphylococcus aureus</italic> colonization of the mouse gastrointestinal tract Is modulated by wall teichoic acid, capsule, and surface proteins</article-title><source>PLOS Pathogens</source><volume>11</volume><elocation-id>e1005061</elocation-id><pub-id pub-id-type="doi">10.1371/journal.ppat.1005061</pub-id><pub-id pub-id-type="pmid">26201029</pub-id></element-citation></ref><ref id="bib56"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mohammad</surname><given-names>I</given-names></name><name><surname>Starskaia</surname><given-names>I</given-names></name><name><surname>Nagy</surname><given-names>T</given-names></name><name><surname>Guo</surname><given-names>J</given-names></name><name><surname>Yatkin</surname><given-names>E</given-names></name><name><surname>Väänänen</surname><given-names>K</given-names></name><name><surname>Watford</surname><given-names>WT</given-names></name><name><surname>Chen</surname><given-names>Z</given-names></name></person-group><year iso-8601-date="2018">2018</year><article-title>Estrogen receptor α contributes to T cell-mediated autoimmune inflammation by promoting T cell activation and proliferation</article-title><source>Science Signaling</source><volume>11</volume><elocation-id>eaap9415</elocation-id><pub-id pub-id-type="doi">10.1126/scisignal.aap9415</pub-id><pub-id pub-id-type="pmid">29666308</pub-id></element-citation></ref><ref id="bib57"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mohan</surname><given-names>T</given-names></name><name><surname>Deng</surname><given-names>L</given-names></name><name><surname>Wang</surname><given-names>BZ</given-names></name></person-group><year iso-8601-date="2017">2017</year><article-title>CCL28 chemokine: an anchoring point bridging innate and adaptive immunity</article-title><source>International Immunopharmacology</source><volume>51</volume><fpage>165</fpage><lpage>170</lpage><pub-id pub-id-type="doi">10.1016/j.intimp.2017.08.012</pub-id><pub-id pub-id-type="pmid">28843907</pub-id></element-citation></ref><ref id="bib58"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Moon</surname><given-names>C</given-names></name><name><surname>Baldridge</surname><given-names>MT</given-names></name><name><surname>Wallace</surname><given-names>MA</given-names></name><name><surname>Carey-Ann</surname><given-names>D</given-names></name><name><surname>Virgin</surname><given-names>HW</given-names></name><name><surname>Stappenbeck</surname><given-names>TS</given-names></name></person-group><year iso-8601-date="2015">2015</year><article-title>Vertically transmitted faecal IgA levels determine extra-chromosomal phenotypic variation</article-title><source>Nature</source><volume>521</volume><fpage>90</fpage><lpage>93</lpage><pub-id pub-id-type="doi">10.1038/nature14139</pub-id><pub-id pub-id-type="pmid">25686606</pub-id></element-citation></ref><ref id="bib59"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Nagashima</surname><given-names>K</given-names></name><name><surname>Zhao</surname><given-names>A</given-names></name><name><surname>Atabakhsh</surname><given-names>K</given-names></name><name><surname>Bae</surname><given-names>M</given-names></name><name><surname>Blum</surname><given-names>JE</given-names></name><name><surname>Weakley</surname><given-names>A</given-names></name><name><surname>Jain</surname><given-names>S</given-names></name><name><surname>Meng</surname><given-names>X</given-names></name><name><surname>Cheng</surname><given-names>AG</given-names></name><name><surname>Wang</surname><given-names>M</given-names></name><name><surname>Higginbottom</surname><given-names>S</given-names></name><name><surname>Dimas</surname><given-names>A</given-names></name><name><surname>Murugkar</surname><given-names>P</given-names></name><name><surname>Sattely</surname><given-names>ES</given-names></name><name><surname>Moon</surname><given-names>JJ</given-names></name><name><surname>Balskus</surname><given-names>EP</given-names></name><name><surname>Fischbach</surname><given-names>MA</given-names></name></person-group><year iso-8601-date="2023">2023</year><article-title>Mapping the T cell repertoire to a complex gut bacterial community</article-title><source>Nature</source><volume>621</volume><fpage>162</fpage><lpage>170</lpage><pub-id pub-id-type="doi">10.1038/s41586-023-06431-8</pub-id><pub-id pub-id-type="pmid">37587342</pub-id></element-citation></ref><ref id="bib60"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Nakatsuji</surname><given-names>T</given-names></name><name><surname>Chen</surname><given-names>TH</given-names></name><name><surname>Narala</surname><given-names>S</given-names></name><name><surname>Chun</surname><given-names>KA</given-names></name><name><surname>Two</surname><given-names>AM</given-names></name><name><surname>Yun</surname><given-names>T</given-names></name><name><surname>Shafiq</surname><given-names>F</given-names></name><name><surname>Kotol</surname><given-names>PF</given-names></name><name><surname>Bouslimani</surname><given-names>A</given-names></name><name><surname>Melnik</surname><given-names>AV</given-names></name><name><surname>Latif</surname><given-names>H</given-names></name><name><surname>Kim</surname><given-names>J-N</given-names></name><name><surname>Lockhart</surname><given-names>A</given-names></name><name><surname>Artis</surname><given-names>K</given-names></name><name><surname>David</surname><given-names>G</given-names></name><name><surname>Taylor</surname><given-names>P</given-names></name><name><surname>Streib</surname><given-names>J</given-names></name><name><surname>Dorrestein</surname><given-names>PC</given-names></name><name><surname>Grier</surname><given-names>A</given-names></name><name><surname>Gill</surname><given-names>SR</given-names></name><name><surname>Zengler</surname><given-names>K</given-names></name><name><surname>Hata</surname><given-names>TR</given-names></name><name><surname>Leung</surname><given-names>DYM</given-names></name><name><surname>Gallo</surname><given-names>RL</given-names></name></person-group><year iso-8601-date="2017">2017</year><article-title>Antimicrobials from human skin commensal bacteria protect against <italic>Staphylococcus aureus</italic> and are deficient in atopic dermatitis</article-title><source>Science Translational Medicine</source><volume>9</volume><elocation-id>eaah4680</elocation-id><pub-id pub-id-type="doi">10.1126/scitranslmed.aah4680</pub-id><pub-id pub-id-type="pmid">28228596</pub-id></element-citation></ref><ref id="bib61"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Neupane</surname><given-names>K</given-names></name><name><surname>Rayamajhee</surname><given-names>B</given-names></name><name><surname>Acharya</surname><given-names>J</given-names></name><name><surname>Rijal</surname><given-names>N</given-names></name><name><surname>Shrestha</surname><given-names>D</given-names></name><name><surname>G C</surname><given-names>B</given-names></name><name><surname>Pant</surname><given-names>MR</given-names></name><name><surname>Shah</surname><given-names>PK</given-names></name></person-group><year iso-8601-date="2018">2018</year><article-title>Comparison of nasal colonization of methicillin-resistant <italic>Staphylococcus aureus</italic> in HIV-infected and non-HIV patients attending the national public health laboratory of central Nepal</article-title><source>Can J Infect Dis Med Microbiol</source><volume>2018</volume><elocation-id>4508757</elocation-id><pub-id pub-id-type="doi">10.1155/2018/4508757</pub-id><pub-id pub-id-type="pmid">30631385</pub-id></element-citation></ref><ref id="bib62"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Newcomb</surname><given-names>DC</given-names></name><name><surname>Cephus</surname><given-names>JY</given-names></name><name><surname>Boswell</surname><given-names>MG</given-names></name><name><surname>Fahrenholz</surname><given-names>JM</given-names></name><name><surname>Langley</surname><given-names>EW</given-names></name><name><surname>Feldman</surname><given-names>AS</given-names></name><name><surname>Zhou</surname><given-names>W</given-names></name><name><surname>Dulek</surname><given-names>DE</given-names></name><name><surname>Goleniewska</surname><given-names>K</given-names></name><name><surname>Woodward</surname><given-names>KB</given-names></name><name><surname>Sevin</surname><given-names>CM</given-names></name><name><surname>Hamilton</surname><given-names>RG</given-names></name><name><surname>Kolls</surname><given-names>JK</given-names></name><name><surname>Peebles</surname><given-names>RS</given-names><suffix>Jr</suffix></name></person-group><year iso-8601-date="2015">2015</year><article-title>Estrogen and progesterone decrease let-7f microRNA expression and increase IL-23/IL-23 receptor signaling and IL-17A production in patients with severe asthma</article-title><source>The Journal of Allergy and Clinical Immunology</source><volume>136</volume><fpage>1025</fpage><lpage>1034</lpage><pub-id pub-id-type="doi">10.1016/j.jaci.2015.05.046</pub-id><pub-id pub-id-type="pmid">26242299</pub-id></element-citation></ref><ref id="bib63"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Nowak</surname><given-names>JE</given-names></name><name><surname>Borkowska</surname><given-names>BA</given-names></name><name><surname>Pawlowski</surname><given-names>BZ</given-names></name></person-group><year iso-8601-date="2017">2017</year><article-title>Sex differences in the risk factors for <italic>Staphylococcus aureus</italic> throat carriage</article-title><source>American Journal of Infection Control</source><volume>45</volume><fpage>29</fpage><lpage>33</lpage><pub-id pub-id-type="doi">10.1016/j.ajic.2016.07.013</pub-id><pub-id pub-id-type="pmid">27671360</pub-id></element-citation></ref><ref id="bib64"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Palanza</surname><given-names>P</given-names></name><name><surname>Gioiosa</surname><given-names>L</given-names></name><name><surname>Parmigiani</surname><given-names>S</given-names></name></person-group><year iso-8601-date="2001">2001</year><article-title>Social stress in mice: gender differences and effects of estrous cycle and social dominance</article-title><source>Physiology &amp; Behavior</source><volume>73</volume><fpage>411</fpage><lpage>420</lpage><pub-id pub-id-type="doi">10.1016/s0031-9384(01)00494-2</pub-id><pub-id pub-id-type="pmid">11438369</pub-id></element-citation></ref><ref id="bib65"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Palaszynski</surname><given-names>KM</given-names></name><name><surname>Smith</surname><given-names>DL</given-names></name><name><surname>Kamrava</surname><given-names>S</given-names></name><name><surname>Burgoyne</surname><given-names>PS</given-names></name><name><surname>Arnold</surname><given-names>AP</given-names></name><name><surname>Voskuhl</surname><given-names>RR</given-names></name></person-group><year iso-8601-date="2005">2005</year><article-title>A yin-yang effect between sex chromosome complement and sex hormones on the immune response</article-title><source>Endocrinology</source><volume>146</volume><fpage>3280</fpage><lpage>3285</lpage><pub-id pub-id-type="doi">10.1210/en.2005-0284</pub-id><pub-id pub-id-type="pmid">15905317</pub-id></element-citation></ref><ref id="bib66"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Parkos</surname><given-names>CA</given-names></name><name><surname>Colgan</surname><given-names>SP</given-names></name><name><surname>Madara</surname><given-names>JL</given-names></name></person-group><year iso-8601-date="1994">1994</year><article-title>Interactions of neutrophils with epithelial cells</article-title><source>Journal of the American Society of Nephrology</source><volume>5</volume><fpage>138</fpage><lpage>152</lpage><pub-id pub-id-type="doi">10.1681/ASN.V52138</pub-id></element-citation></ref><ref id="bib67"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Pauli</surname><given-names>NT</given-names></name><name><surname>Kim</surname><given-names>HK</given-names></name><name><surname>Falugi</surname><given-names>F</given-names></name><name><surname>Huang</surname><given-names>M</given-names></name><name><surname>Dulac</surname><given-names>J</given-names></name><name><surname>Henry Dunand</surname><given-names>C</given-names></name><name><surname>Zheng</surname><given-names>NY</given-names></name><name><surname>Kaur</surname><given-names>K</given-names></name><name><surname>Andrews</surname><given-names>SF</given-names></name><name><surname>Huang</surname><given-names>Y</given-names></name><name><surname>DeDent</surname><given-names>A</given-names></name><name><surname>Frank</surname><given-names>KM</given-names></name><name><surname>Charnot-Katsikas</surname><given-names>A</given-names></name><name><surname>Schneewind</surname><given-names>O</given-names></name><name><surname>Wilson</surname><given-names>PC</given-names></name></person-group><year iso-8601-date="2014">2014</year><article-title><italic>Staphylococcus aureus</italic> infection induces protein a-mediated immune evasion in humans</article-title><source>The Journal of Experimental Medicine</source><volume>211</volume><fpage>2331</fpage><lpage>2339</lpage><pub-id pub-id-type="doi">10.1084/jem.20141404</pub-id><pub-id pub-id-type="pmid">25348152</pub-id></element-citation></ref><ref id="bib68"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Piewngam</surname><given-names>P</given-names></name><name><surname>Zheng</surname><given-names>Y</given-names></name><name><surname>Nguyen</surname><given-names>TH</given-names></name><name><surname>Dickey</surname><given-names>SW</given-names></name><name><surname>Joo</surname><given-names>HS</given-names></name><name><surname>Villaruz</surname><given-names>AE</given-names></name><name><surname>Glose</surname><given-names>KA</given-names></name><name><surname>Fisher</surname><given-names>EL</given-names></name><name><surname>Hunt</surname><given-names>RL</given-names></name><name><surname>Li</surname><given-names>B</given-names></name><name><surname>Chiou</surname><given-names>J</given-names></name><name><surname>Pharkjaksu</surname><given-names>S</given-names></name><name><surname>Khongthong</surname><given-names>S</given-names></name><name><surname>Cheung</surname><given-names>GYC</given-names></name><name><surname>Kiratisin</surname><given-names>P</given-names></name><name><surname>Otto</surname><given-names>M</given-names></name></person-group><year iso-8601-date="2018">2018</year><article-title>Pathogen elimination by probiotic bacillus via signalling interference</article-title><source>Nature</source><volume>562</volume><fpage>532</fpage><lpage>537</lpage><pub-id pub-id-type="doi">10.1038/s41586-018-0616-y</pub-id><pub-id pub-id-type="pmid">30305736</pub-id></element-citation></ref><ref id="bib69"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Pokhrel</surname><given-names>S</given-names></name><name><surname>Triplett</surname><given-names>KD</given-names></name><name><surname>Daly</surname><given-names>SM</given-names></name><name><surname>Joyner</surname><given-names>JA</given-names></name><name><surname>Sharma</surname><given-names>G</given-names></name><name><surname>Hathaway</surname><given-names>HJ</given-names></name><name><surname>Prossnitz</surname><given-names>ER</given-names></name><name><surname>Hall</surname><given-names>PR</given-names></name></person-group><year iso-8601-date="2020">2020</year><article-title>Complement receptor 3 contributes to the sexual dimorphism in neutrophil killing of <italic>Staphylococcus aureus</italic></article-title><source>Journal of Immunology</source><volume>205</volume><fpage>1593</fpage><lpage>1600</lpage><pub-id pub-id-type="doi">10.4049/jimmunol.2000545</pub-id><pub-id pub-id-type="pmid">32769122</pub-id></element-citation></ref><ref id="bib70"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ramanan</surname><given-names>D</given-names></name><name><surname>Tang</surname><given-names>MS</given-names></name><name><surname>Bowcutt</surname><given-names>R</given-names></name><name><surname>Loke</surname><given-names>P</given-names></name><name><surname>Cadwell</surname><given-names>K</given-names></name></person-group><year iso-8601-date="2014">2014</year><article-title>Bacterial sensor Nod2 prevents inflammation of the small intestine by restricting the expansion of the commensal bacteroides vulgatus</article-title><source>Immunity</source><volume>41</volume><fpage>311</fpage><lpage>324</lpage><pub-id pub-id-type="doi">10.1016/j.immuni.2014.06.015</pub-id><pub-id pub-id-type="pmid">25088769</pub-id></element-citation></ref><ref id="bib71"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Robertson</surname><given-names>SJ</given-names></name><name><surname>Lemire</surname><given-names>P</given-names></name><name><surname>Maughan</surname><given-names>H</given-names></name><name><surname>Goethel</surname><given-names>A</given-names></name><name><surname>Turpin</surname><given-names>W</given-names></name><name><surname>Bedrani</surname><given-names>L</given-names></name><name><surname>Guttman</surname><given-names>DS</given-names></name><name><surname>Croitoru</surname><given-names>K</given-names></name><name><surname>Girardin</surname><given-names>SE</given-names></name><name><surname>Philpott</surname><given-names>DJ</given-names></name></person-group><year iso-8601-date="2019">2019</year><article-title>Comparison of co-housing and littermate methods for microbiota standardization in mouse models</article-title><source>Cell Reports</source><volume>27</volume><fpage>1910</fpage><lpage>1919</lpage><pub-id pub-id-type="doi">10.1016/j.celrep.2019.04.023</pub-id><pub-id pub-id-type="pmid">31067473</pub-id></element-citation></ref><ref id="bib72"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Sargsian</surname><given-names>S</given-names></name><name><surname>Chen</surname><given-names>Z</given-names></name><name><surname>Lee</surname><given-names>SC</given-names></name><name><surname>Robertson</surname><given-names>A</given-names></name><name><surname>Thur</surname><given-names>RS</given-names></name><name><surname>Sproch</surname><given-names>J</given-names></name><name><surname>Devlin</surname><given-names>JC</given-names></name><name><surname>Tee</surname><given-names>MZ</given-names></name><name><surname>Er</surname><given-names>YX</given-names></name><name><surname>Copin</surname><given-names>R</given-names></name><name><surname>Heguy</surname><given-names>A</given-names></name><name><surname>Pironti</surname><given-names>A</given-names></name><name><surname>Torres</surname><given-names>VJ</given-names></name><name><surname>Ruggles</surname><given-names>KV</given-names></name><name><surname>Lim</surname><given-names>YAL</given-names></name><name><surname>Bethony</surname><given-names>J</given-names></name><name><surname>Loke</surname><given-names>P</given-names></name><name><surname>Cadwell</surname><given-names>K</given-names></name></person-group><year iso-8601-date="2022">2022</year><article-title>Clostridia isolated from helminth-colonized humans promote the life cycle of trichuris species</article-title><source>Cell Reports</source><volume>41</volume><elocation-id>111725</elocation-id><pub-id pub-id-type="doi">10.1016/j.celrep.2022.111725</pub-id><pub-id pub-id-type="pmid">36450245</pub-id></element-citation></ref><ref id="bib73"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Sasidhar</surname><given-names>MV</given-names></name><name><surname>Itoh</surname><given-names>N</given-names></name><name><surname>Gold</surname><given-names>SM</given-names></name><name><surname>Lawson</surname><given-names>GW</given-names></name><name><surname>Voskuhl</surname><given-names>RR</given-names></name></person-group><year iso-8601-date="2012">2012</year><article-title>The XX sex chromosome complement in mice is associated with increased spontaneous lupus compared with XY</article-title><source>Annals of the Rheumatic Diseases</source><volume>71</volume><fpage>1418</fpage><lpage>1422</lpage><pub-id pub-id-type="doi">10.1136/annrheumdis-2011-201246</pub-id><pub-id pub-id-type="pmid">22580585</pub-id></element-citation></ref><ref id="bib74"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Schiering</surname><given-names>C</given-names></name><name><surname>Wincent</surname><given-names>E</given-names></name><name><surname>Metidji</surname><given-names>A</given-names></name><name><surname>Iseppon</surname><given-names>A</given-names></name><name><surname>Li</surname><given-names>Y</given-names></name><name><surname>Potocnik</surname><given-names>AJ</given-names></name><name><surname>Omenetti</surname><given-names>S</given-names></name><name><surname>Henderson</surname><given-names>CJ</given-names></name><name><surname>Wolf</surname><given-names>CR</given-names></name><name><surname>Nebert</surname><given-names>DW</given-names></name><name><surname>Stockinger</surname><given-names>B</given-names></name></person-group><year iso-8601-date="2017">2017</year><article-title>Feedback control of AHR signalling regulates intestinal immunity</article-title><source>Nature</source><volume>542</volume><fpage>242</fpage><lpage>245</lpage><pub-id pub-id-type="doi">10.1038/nature21080</pub-id><pub-id pub-id-type="pmid">28146477</pub-id></element-citation></ref><ref id="bib75"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Schloss</surname><given-names>PD</given-names></name><name><surname>Schubert</surname><given-names>AM</given-names></name><name><surname>Zackular</surname><given-names>JP</given-names></name><name><surname>Iverson</surname><given-names>KD</given-names></name><name><surname>Young</surname><given-names>VB</given-names></name><name><surname>Petrosino</surname><given-names>JF</given-names></name></person-group><year iso-8601-date="2012">2012</year><article-title>Stabilization of the murine gut microbiome following weaning</article-title><source>Gut Microbes</source><volume>3</volume><fpage>383</fpage><lpage>393</lpage><pub-id pub-id-type="doi">10.4161/gmic.21008</pub-id><pub-id pub-id-type="pmid">22688727</pub-id></element-citation></ref><ref id="bib76"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Schurz</surname><given-names>H</given-names></name><name><surname>Salie</surname><given-names>M</given-names></name><name><surname>Tromp</surname><given-names>G</given-names></name><name><surname>Hoal</surname><given-names>EG</given-names></name><name><surname>Kinnear</surname><given-names>CJ</given-names></name><name><surname>Möller</surname><given-names>M</given-names></name></person-group><year iso-8601-date="2019">2019</year><article-title>The X chromosome and sex-specific effects in infectious disease susceptibility</article-title><source>Human Genomics</source><volume>13</volume><elocation-id>2</elocation-id><pub-id pub-id-type="doi">10.1186/s40246-018-0185-z</pub-id><pub-id pub-id-type="pmid">30621780</pub-id></element-citation></ref><ref id="bib77"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Seybold</surname><given-names>U</given-names></name><name><surname>Kourbatova</surname><given-names>EV</given-names></name><name><surname>Johnson</surname><given-names>JG</given-names></name><name><surname>Halvosa</surname><given-names>SJ</given-names></name><name><surname>Wang</surname><given-names>YF</given-names></name><name><surname>King</surname><given-names>MD</given-names></name><name><surname>Ray</surname><given-names>SM</given-names></name><name><surname>Blumberg</surname><given-names>HM</given-names></name></person-group><year iso-8601-date="2006">2006</year><article-title>Emergence of community-associated methicillin-resistant <italic>Staphylococcus aureus</italic> USA300 genotype as a major cause of health care-associated blood stream infections</article-title><source>Clinical Infectious Diseases</source><volume>42</volume><fpage>647</fpage><lpage>656</lpage><pub-id pub-id-type="doi">10.1086/499815</pub-id><pub-id pub-id-type="pmid">16447110</pub-id></element-citation></ref><ref id="bib78"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Shao</surname><given-names>TY</given-names></name><name><surname>Ang</surname><given-names>WXG</given-names></name><name><surname>Jiang</surname><given-names>TT</given-names></name><name><surname>Huang</surname><given-names>FS</given-names></name><name><surname>Andersen</surname><given-names>H</given-names></name><name><surname>Kinder</surname><given-names>JM</given-names></name><name><surname>Pham</surname><given-names>G</given-names></name><name><surname>Burg</surname><given-names>AR</given-names></name><name><surname>Ruff</surname><given-names>B</given-names></name><name><surname>Gonzalez</surname><given-names>T</given-names></name><name><surname>Khurana Hershey</surname><given-names>GK</given-names></name><name><surname>Haslam</surname><given-names>DB</given-names></name><name><surname>Way</surname><given-names>SS</given-names></name></person-group><year iso-8601-date="2019">2019</year><article-title>Commensal candida albicans positively calibrates systemic Th17 immunological responses</article-title><source>Cell Host &amp; Microbe</source><volume>25</volume><fpage>404</fpage><lpage>417</lpage><pub-id pub-id-type="doi">10.1016/j.chom.2019.02.004</pub-id><pub-id pub-id-type="pmid">30870622</pub-id></element-citation></ref><ref id="bib79"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Spitzer</surname><given-names>JA</given-names></name><name><surname>Zhang</surname><given-names>P</given-names></name></person-group><year iso-8601-date="1996">1996</year><article-title>Gender differences in neutrophil function and cytokine-induced neutrophil chemoattractant generation in endotoxic rats</article-title><source>Inflammation</source><volume>20</volume><fpage>485</fpage><lpage>498</lpage><pub-id pub-id-type="doi">10.1007/BF01487041</pub-id><pub-id pub-id-type="pmid">8894713</pub-id></element-citation></ref><ref id="bib80"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Squier</surname><given-names>C</given-names></name><name><surname>Rihs</surname><given-names>JD</given-names></name><name><surname>Risa</surname><given-names>KJ</given-names></name><name><surname>Sagnimeni</surname><given-names>A</given-names></name><name><surname>Wagener</surname><given-names>MM</given-names></name><name><surname>Stout</surname><given-names>J</given-names></name><name><surname>Muder</surname><given-names>RR</given-names></name><name><surname>Singh</surname><given-names>N</given-names></name></person-group><year iso-8601-date="2002">2002</year><article-title><italic>Staphylococcus aureus</italic> rectal carriage and its association with infections in patients in a surgical intensive care unit and a liver transplant unit</article-title><source>Infection Control and Hospital Epidemiology</source><volume>23</volume><fpage>495</fpage><lpage>501</lpage><pub-id pub-id-type="doi">10.1086/502095</pub-id><pub-id pub-id-type="pmid">12269445</pub-id></element-citation></ref><ref id="bib81"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Steinert</surname><given-names>M</given-names></name><name><surname>Ramming</surname><given-names>I</given-names></name><name><surname>Bergmann</surname><given-names>S</given-names></name></person-group><year iso-8601-date="2020">2020</year><article-title>Impact of von willebrand factor on bacterial pathogenesis</article-title><source>Frontiers in Medicine</source><volume>7</volume><elocation-id>543</elocation-id><pub-id pub-id-type="doi">10.3389/fmed.2020.00543</pub-id><pub-id pub-id-type="pmid">33015097</pub-id></element-citation></ref><ref id="bib82"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tacconelli</surname><given-names>E</given-names></name><name><surname>Foschi</surname><given-names>F</given-names></name></person-group><year iso-8601-date="2017">2017</year><article-title>Does gender affect the outcome of community-acquired <italic>Staphylococcus aureus</italic> bacteraemia?</article-title><source>Clinical Microbiology and Infection</source><volume>23</volume><fpage>23</fpage><lpage>25</lpage><pub-id pub-id-type="doi">10.1016/j.cmi.2016.09.011</pub-id><pub-id pub-id-type="pmid">27665701</pub-id></element-citation></ref><ref id="bib83"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tai</surname><given-names>P</given-names></name><name><surname>Wang</surname><given-names>J</given-names></name><name><surname>Jin</surname><given-names>H</given-names></name><name><surname>Song</surname><given-names>X</given-names></name><name><surname>Yan</surname><given-names>J</given-names></name><name><surname>Kang</surname><given-names>Y</given-names></name><name><surname>Zhao</surname><given-names>L</given-names></name><name><surname>An</surname><given-names>X</given-names></name><name><surname>Du</surname><given-names>X</given-names></name><name><surname>Chen</surname><given-names>X</given-names></name><name><surname>Wang</surname><given-names>S</given-names></name><name><surname>Xia</surname><given-names>G</given-names></name><name><surname>Wang</surname><given-names>B</given-names></name></person-group><year iso-8601-date="2008">2008</year><article-title>Induction of regulatory T cells by physiological level estrogen</article-title><source>Journal of Cellular Physiology</source><volume>214</volume><fpage>456</fpage><lpage>464</lpage><pub-id pub-id-type="doi">10.1002/jcp.21221</pub-id><pub-id pub-id-type="pmid">17654501</pub-id></element-citation></ref><ref id="bib84"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tam</surname><given-names>K</given-names></name><name><surname>Torres</surname><given-names>VJ</given-names></name></person-group><year iso-8601-date="2019">2019</year><article-title><italic>Staphylococcus aureus</italic> secreted toxins and extracellular enzymes</article-title><source>Microbiology Spectrum</source><volume>7</volume><elocation-id>2018</elocation-id><pub-id pub-id-type="doi">10.1128/microbiolspec.gpp3-0039-2018</pub-id><pub-id pub-id-type="pmid">30873936</pub-id></element-citation></ref><ref id="bib85"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Taneja</surname><given-names>V</given-names></name></person-group><year iso-8601-date="2018">2018</year><article-title>Sex hormones determine immune response</article-title><source>Frontiers in Immunology</source><volume>9</volume><elocation-id>1931</elocation-id><pub-id pub-id-type="doi">10.3389/fimmu.2018.01931</pub-id><pub-id pub-id-type="pmid">30210492</pub-id></element-citation></ref><ref id="bib86"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>van Belkum</surname><given-names>A</given-names></name><name><surname>Verkaik</surname><given-names>NJ</given-names></name><name><surname>de Vogel</surname><given-names>CP</given-names></name><name><surname>Boelens</surname><given-names>HA</given-names></name><name><surname>Verveer</surname><given-names>J</given-names></name><name><surname>Nouwen</surname><given-names>JL</given-names></name><name><surname>Verbrugh</surname><given-names>HA</given-names></name><name><surname>Wertheim</surname><given-names>HFL</given-names></name></person-group><year iso-8601-date="2009">2009</year><article-title>Reclassification of <italic>Staphylococcus aureus</italic> nasal carriage types</article-title><source>The Journal of Infectious Diseases</source><volume>199</volume><fpage>1820</fpage><lpage>1826</lpage><pub-id pub-id-type="doi">10.1086/599119</pub-id><pub-id pub-id-type="pmid">19419332</pub-id></element-citation></ref><ref id="bib87"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Vázquez-Martínez</surname><given-names>ER</given-names></name><name><surname>García-Gómez</surname><given-names>E</given-names></name><name><surname>Camacho-Arroyo</surname><given-names>I</given-names></name><name><surname>González-Pedrajo</surname><given-names>B</given-names></name></person-group><year iso-8601-date="2018">2018</year><article-title>Sexual dimorphism in bacterial infections</article-title><source>Biology of Sex Differences</source><volume>9</volume><elocation-id>27</elocation-id><pub-id pub-id-type="doi">10.1186/s13293-018-0187-5</pub-id><pub-id pub-id-type="pmid">29925409</pub-id></element-citation></ref><ref id="bib88"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>von Eiff</surname><given-names>C</given-names></name><name><surname>Becker</surname><given-names>K</given-names></name><name><surname>Machka</surname><given-names>K</given-names></name><name><surname>Stammer</surname><given-names>H</given-names></name><name><surname>Peters</surname><given-names>G</given-names></name></person-group><year iso-8601-date="2001">2001</year><article-title>Nasal carriage as a source of <italic>Staphylococcus aureus</italic> bacteremia: study group</article-title><source>The New England Journal of Medicine</source><volume>344</volume><fpage>11</fpage><lpage>16</lpage><pub-id pub-id-type="doi">10.1056/NEJM200101043440102</pub-id><pub-id pub-id-type="pmid">11136954</pub-id></element-citation></ref><ref id="bib89"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Weber</surname><given-names>N</given-names></name><name><surname>Liou</surname><given-names>D</given-names></name><name><surname>Dommer</surname><given-names>J</given-names></name><name><surname>MacMenamin</surname><given-names>P</given-names></name><name><surname>Quiñones</surname><given-names>M</given-names></name><name><surname>Misner</surname><given-names>I</given-names></name><name><surname>Oler</surname><given-names>AJ</given-names></name><name><surname>Wan</surname><given-names>J</given-names></name><name><surname>Kim</surname><given-names>L</given-names></name><name><surname>Coakley McCarthy</surname><given-names>M</given-names></name><name><surname>Ezeji</surname><given-names>S</given-names></name><name><surname>Noble</surname><given-names>K</given-names></name><name><surname>Hurt</surname><given-names>DE</given-names></name></person-group><year iso-8601-date="2018">2018</year><article-title>Nephele: a cloud platform for simplified, standardized and reproducible microbiome data analysis</article-title><source>Bioinformatics</source><volume>34</volume><fpage>1411</fpage><lpage>1413</lpage><pub-id pub-id-type="doi">10.1093/bioinformatics/btx617</pub-id><pub-id pub-id-type="pmid">29028892</pub-id></element-citation></ref><ref id="bib90"><element-citation publication-type="book"><person-group person-group-type="author"><name><surname>Wickham</surname><given-names>H</given-names></name></person-group><year iso-8601-date="2016">2016</year><source>Ggplot2: Elegant Graphics for Data Analysis</source><publisher-loc>Berlin, Germany</publisher-loc><publisher-name>Springer-Verlag</publisher-name></element-citation></ref><ref id="bib91"><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Yasuda</surname><given-names>H</given-names></name><name><surname>Sonoda</surname><given-names>A</given-names></name><name><surname>Yamamoto</surname><given-names>M</given-names></name><name><surname>Kawashima</surname><given-names>Y</given-names></name><name><surname>Takishita</surname><given-names>Y</given-names></name><name><surname>Morita</surname><given-names>A</given-names></name><name><surname>Tsutsumi</surname><given-names>T</given-names></name><name><surname>Tsuchiya</surname><given-names>M</given-names></name><name><surname>Sato</surname><given-names>EF</given-names></name></person-group><year iso-8601-date="2019">2019</year><article-title>17-β-estradiol enhances neutrophil extracellular trap formation by interaction with estrogen membrane receptor</article-title><source>Archives of Biochemistry and Biophysics</source><volume>663</volume><fpage>64</fpage><lpage>70</lpage><pub-id pub-id-type="doi">10.1016/j.abb.2018.12.028</pub-id><pub-id pub-id-type="pmid">30590021</pub-id></element-citation></ref><ref id="bib92"><element-citation publication-type="preprint"><person-group person-group-type="author"><name><surname>Zhou</surname><given-names>C</given-names></name><name><surname>Pawline</surname><given-names>MB</given-names></name><name><surname>Pironti</surname><given-names>A</given-names></name><name><surname>Morales</surname><given-names>SM</given-names></name><name><surname>Perault</surname><given-names>AI</given-names></name><name><surname>Ulrich</surname><given-names>RJ</given-names></name><name><surname>Podkowik</surname><given-names>M</given-names></name><name><surname>Lejeune</surname><given-names>A</given-names></name><name><surname>DuMont</surname><given-names>A</given-names></name><name><surname>Stubbe</surname><given-names>FX</given-names></name><name><surname>Korman</surname><given-names>A</given-names></name><name><surname>Jones</surname><given-names>DR</given-names></name><name><surname>Schluter</surname><given-names>J</given-names></name><name><surname>Richardson</surname><given-names>AR</given-names></name><name><surname>Fey</surname><given-names>PD</given-names></name><name><surname>Drlica</surname><given-names>K</given-names></name><name><surname>Cadwell</surname><given-names>K</given-names></name><name><surname>Torres</surname><given-names>VJ</given-names></name><name><surname>Shopsin</surname><given-names>B</given-names></name></person-group><year iso-8601-date="2024">2024</year><article-title>Microbiota and Metabolic Adaptation Shape <italic>Staphylococcus aureus</italic> Virulence and Antimicrobial Resistance during Intestinal Colonization</article-title><source>bioRxiv</source><pub-id pub-id-type="doi">10.1101/2024.05.11.593044</pub-id></element-citation></ref></ref-list></back><sub-article article-type="editor-report" id="sa0"><front-stub><article-id pub-id-type="doi">10.7554/eLife.101606.3.sa0</article-id><title-group><article-title>eLife Assessment</article-title></title-group><contrib-group><contrib contrib-type="author"><name><surname>Takeda</surname><given-names>Kiyoshi</given-names></name><role specific-use="editor">Reviewing Editor</role><aff><institution>Osaka University</institution><country>Japan</country></aff></contrib></contrib-group><kwd-group kwd-group-type="evidence-strength"><kwd>Compelling</kwd></kwd-group><kwd-group kwd-group-type="claim-importance"><kwd>Fundamental</kwd></kwd-group></front-stub><body><p>This <bold>fundamental</bold> study highlights potential mechanisms underlying the sex-dependent bias in susceptibility to gut colonization by Methicillin-resistant <italic>Staphylococcus aureus</italic> (MRSA). The evidence supporting the conclusion is <bold>compelling</bold>. The work will interest biologists who study intestinal infection and immunity.</p></body></sub-article><sub-article article-type="referee-report" id="sa1"><front-stub><article-id pub-id-type="doi">10.7554/eLife.101606.3.sa1</article-id><title-group><article-title>Reviewer #1 (Public review):</article-title></title-group><contrib-group><contrib contrib-type="author"><anonymous/><role specific-use="referee">Reviewer</role></contrib></contrib-group></front-stub><body><p>Summary:</p><p>Lejeune et al. demonstrated sex-dependent differences in the susceptibility to MRSA infection. The authors demonstrated the role of the microbiota and sex hormones as potential determinants of susceptibility. Moreover, the authors showed that Th17 cells and neutrophils contribute to the sex hormone-dependent protection in female mice.</p><p>Strengths:</p><p>The role of microbiota was examined in various models (germ-free, co-housing, microbiota transplantation). The identification of responsible immune cells was achieved using several genetic knockouts and cell-specific depletion models. The involvement of sex hormones was clarified using ovariectomy and the FCG model.</p><p>Weaknesses:</p><p>The specific microbial species/strains responsible for the protection, as well as the mechanisms by which these bacteria regulate sex hormone-mediated protection, remain unclear. However, this does not diminish the conceptual significance of the study.</p><p>Comments on revisions:</p><p>The authors have adequately addressed my previous concerns, and the revised manuscript shows significant improvement.</p></body></sub-article><sub-article article-type="referee-report" id="sa2"><front-stub><article-id pub-id-type="doi">10.7554/eLife.101606.3.sa2</article-id><title-group><article-title>Reviewer #3 (Public review):</article-title></title-group><contrib-group><contrib contrib-type="author"><anonymous/><role specific-use="referee">Reviewer</role></contrib></contrib-group></front-stub><body><p>Summary:</p><p>Using a mouse model of <italic>Staphylococcus aureus</italic> gut colonization Lejeune et al demonstrate that the microbiome, immune system, and sex are important contributing factors for whether this important human pathogen persists in the gut. The work begins by describing differential gut clearance of <italic>S. aureus</italic> in female B6 mice bred at NYU compared to those from Jackson Laboratories (JAX). NYU female mice cleared <italic>S. aureus</italic> from the gut but NYU male mice and mice of both sexes from JAX exhibited persistent gut colonization. Further experimentation demonstrated that differences between staphylococcal gut clearance in NYU and JAX female mice were attributed to the microbiome. However, NYU male and female mice harbor similar microbiomes, supporting the conclusion that the microbiome cannot account for the observed sex-dependent clearance of <italic>S. aureus</italic> gut colonization. To identify factors responsible for female clearance of <italic>S. aureus</italic>, the authors performed RNAseq on intestinal epithelia cells and cells enriched within the lamina propria. This analysis revealed sex-dependent transcriptional responses in both tissues. Genes associated with immune cell function and migration were distinctly expressed between the sexes. To determine which immune cell types contribute to <italic>S. aureus</italic> clearance Lejeune et al employed genetic and antibody-mediated immune cell depletion. This experiment demonstrated that CD4+ IL17+ cells and neutrophils promote elimination of <italic>S. aureus</italic> from the gut. Subsequent experiments, including the use of the 'four core genotype model' were conducted to discern between the roles of sex chromosomes and sex hormones. This work demonstrated that sex-chromosome linked genes are not responsible for clearance, increasing the likelihood that hormones play a dominant role in controlling <italic>S. aureus</italic> gut colonization.</p><p>Strengths:</p><p>A strength of the work is the rigorous experimental design. Appropriate controls were executed and, in most cases, multiple approaches were conducted to strengthen the authors' conclusions. The conclusions are supported by the data.</p><p>The following suggestions are offered to improve an already strong piece of scholarship.</p><p>Weaknesses:</p><p>The correlation between female sex hormones and elimination of <italic>S. aureus</italic> from the gut could be further validated by quantifying sex hormones produced in the four core genotype mice in response to colonization. Additionally, and this may not be feasible, but according to the proposed model administering female sex hormones to male mice should decrease colonization. Finally, knowing whether the quantity of IL-17a CD4+ cells change in the OVX mice has the potential to discern whether the abundance/migration of the cells or their activation is promoted by female sex hormones.</p><p>In the Discussion the authors highlight previous work establishing a link between immune cells and sex hormone receptors, but whether the estrogen (and progesterone) receptor is differentially expressed in response to <italic>S. aureus</italic> colonization could be assessed in the RNAseq dataset. Differential expression of known X and Y chromosome linked genes were discussed but specific sex hormones or sex hormone receptors, like the estrogen receptor were not. This potential result could be highlighted.</p><p>Comments on revisions:</p><p>The authors have adequately addressed my comments. I have only one minor adjustment: the Esr1 mice should be included the Materials and Methods.</p></body></sub-article><sub-article article-type="author-comment" id="sa3"><front-stub><article-id pub-id-type="doi">10.7554/eLife.101606.3.sa3</article-id><title-group><article-title>Author response</article-title></title-group><contrib-group><contrib contrib-type="author"><name><surname>Lejeune</surname><given-names>Alannah</given-names></name><role specific-use="author">Author</role><aff><institution>New York University Langone Medical Center</institution><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Zhou</surname><given-names>Chunyi</given-names></name><role specific-use="author">Author</role><aff><institution>New York University Langone Medical Center</institution><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Ercelen</surname><given-names>Defne</given-names></name><role specific-use="author">Author</role><aff><institution>New York University Langone Medical Center</institution><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Putzel</surname><given-names>Gregory</given-names></name><role specific-use="author">Author</role><aff><institution>New York University Langone Medical Center</institution><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Yao</surname><given-names>Xiaomin</given-names></name><role specific-use="author">Author</role><aff><institution>New York University Langone Medical Center</institution><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Guy</surname><given-names>Alyson R</given-names></name><role specific-use="author">Author</role><aff><institution>New York University Langone Medical Center</institution><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Pawline</surname><given-names>Miranda</given-names></name><role specific-use="author">Author</role><aff><institution>New York University Langone Medical Center</institution><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Podkowik</surname><given-names>Magdalena</given-names></name><role specific-use="author">Author</role><aff><institution>New York University Langone Medical Center</institution><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Pironti</surname><given-names>Alejandro</given-names></name><role specific-use="author">Author</role><aff><institution>New York University Langone Medical Center</institution><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Torres</surname><given-names>Victor J</given-names></name><role specific-use="author">Author</role><aff><institution>St. Jude Children and Research Hospital</institution><addr-line><named-content content-type="city">Memphis</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Shopsin</surname><given-names>Bo</given-names></name><role specific-use="author">Author</role><aff><institution>New York University Langone Medical Center</institution><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Cadwell</surname><given-names>Ken</given-names></name><role specific-use="author">Author</role><aff><institution>University of Pennsylvania</institution><addr-line><named-content content-type="city">Philadelphia</named-content></addr-line><country>United States</country></aff></contrib></contrib-group></front-stub><body><p>The following is the authors’ response to the original reviews.</p><disp-quote content-type="editor-comment"><p><bold>Reviewer #1 (Public review):</bold></p><p>Summary:</p><p>Lejeune et al. demonstrated sex-dependent differences in the susceptibility to MRSA infection. The authors demonstrated the role of the microbiota and sex hormones as potential determinants of susceptibility. Moreover, the authors showed that Th17 cells and neutrophils contribute to sex hormone-dependent protection in female mice.</p><p>Strengths:</p><p>The role of microbiota was examined in various models (gnotobiotic, co-housing, microbiota transplantation). The identification of responsible immune cells was achieved using several genetic knockouts and cell-specific depletion models. The involvement of sex hormones was clarified using ovariectomy and the FCG model.</p><p>Weaknesses:</p><p>The mechanisms by which specific microbiota confer female-specific protection remain unclear.</p></disp-quote><p>We thank the reviewer for highlighting the strengths of the manuscript including the models and techniques we employ. We agree that the relationship between the microbiota and sex-dependent protection is less developed compared with other aspects of the study. As detailed below, we are attempting to identify specific microbes that confer femalespecific protection and links with sex hormones. We have promising but preliminary results. Thus, in our revised manuscript, we added new data on the host response as suggested by the detailed comments from the Reviewers. We also elaborate on the potential role of the microbiota in the discussion section.</p><disp-quote content-type="editor-comment"><p><bold>Reviewer #1 (Recommendations for the authors):</bold></p><p>(1) The authors nicely showed that the transfer of the protective phenotype by FMT requires the female sex in recipients (Figure 2E). However, it remains unclear whether the female sex is required to develop protective microbiota in donor mice, as only the female NYU donor-male Jax recipient combination was tested. What happens if the microbiota from male NYU mice is transplanted into female Jax mice? If sex hormones act only on the downstream of the microbiota, such mice would show the protective phenotype. However, if sex hormones are required to establish a protective microbiota, the transplantation of microbiota from male NYU mice will not confer protection in recipient female Jax mice.</p></disp-quote><p>The Reviewer’s comment is well taken. We have not conducted the suggested experiment of FMT from male NYU mice to JAX female mice yet because we are pursuing an in vitro approach that we hope will eventually provide a more definitive answer. We observed that stool from female NYU mice and not JAX mice inhibits MRSA when cultured under anaerobic conditions, and this inhibitory activity is eliminated by filtration (Author response image 1A). We also observed that stool from male NYU mice inhibits MRSA growth to a similar extent as stool from female NYU mice (Author response image 1B). This result suggests that the protective role of sex hormones is downstream of the microbiota. We are in the process of identifying the specific microbiota member to support this conclusion.</p><fig id="sa3fig1" position="float"><label>Author response image 1.</label><caption><title>Stool from NYU mice inhibits MRSA growth <italic>in vitro</italic>.</title><p>(A) MRSA CFU/mL in media (TSB) following culture with unfiltered or filtered stool homogenate from female NYU or JAX mice. Stool homogenate or TSB alone was added in a 1:1 ratio to 1x106 CFU/mL MRSA and cultured anaerobically for up to 24 hours. (B) MRSA CFU/mL in TSB following culture with unfiltered stool homogenate from NYU male or female mice. Stool homogenate or TSB alone was added in a 1:1 ratio to 1x106 CFU/mL MRSA. 3 experimental replicates performed; stool taken from 6 individual mice per condition. Mean MRSA burden ± SEM. Area under the curve analysis + One way ANOVA with Sidak’s multiple comparisons test. ns: not significant.</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-101606-sa3-fig1-v1.tif"/></fig><disp-quote content-type="editor-comment"><p>(2) The results clearly showed the involvement of the specific microbiota in NYU mice in the sex-dependent bias in susceptibility to MRSA. However, the mechanisms by which specific microbiota promotes female sex-mediated protection need to be better described. Is this simply attributed to the different Th17 cell numbers in NYU and Jax mice (i.e., increased commensalspecific Th17 cells in NYU like Taconic mice)? Or is it possible that NYU microbiota impacts the regulation of sex hormones or their downstream signaling? What about the level of sex hormones in NYU and Jax mice? Are these levels equivalent or different? Do NYU and Jax microbiotas regulate the expression of sex hormone receptors in immune cells differently?</p></disp-quote><p>These are great questions. We do not observe baseline differences in Th17 cells like JAX versus Taconic mice (Figure 5B), suggesting that the mechanism is different. However, it is quite possible that an antigen-specific T cells, or Th17 cell specifically, is present at low levels and expands rapidly upon MRSA colonization. We have added this possibility to the discussion in the revised manuscript. To address the Reviewer’s question about the effect of the microbiota on sex hormones, we first sought to determine which sex hormone is necessary. Using estrogen receptor knockouts (<italic>Esr1-/-</italic>), we were able to implicate estrogen and have added this important finding to the manuscript (Fig 6C). Then, we measured levels of estradiol in stool samples but did not observe a difference between NYU and JAX female mice (Author response image 2). We provide the results below but did not add it to the revised manuscript because we found it difficult to draw a conclusion without more extensive profiling as well as quantification of the receptor on specific immune cell subsets and cell-type specific knockouts. Also, see our response to Reviewer #3 regarding receptor expression. Although we have yet to explain the role of the microbiota, we hope the Reviewer agrees that we have promising yet preliminary results and that the new experiments we added to the manuscript have further strengthened the mechanism on the host-side.</p><fig id="sa3fig2" position="float"><label>Author response image 2.</label><caption><title>Estradiol levels in stool samples prior to MRSA inoculation.</title><p>(A) Estradiol levels in stool samples collected prior to MRSA inoculation in male and female mice bred at NYU or purchased from Jackson Labs. Frozen stool samples were normalized by weight and processed using the DetectX Estradiol ELISA Kit (Arbor Assays).</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-101606-sa3-fig2-v1.tif"/></fig><disp-quote content-type="editor-comment"><p>(3) The authors claimed that Th17-mediated recruitment of neutrophils likely promotes the clearance of MRSA in female NYU mice. However, the experimental evidence supporting this claim could be stronger. The authors should show the neutrophil recruitment in the gut mucosa in female and male NYU mice. Also, the levels of neutrophils between NYU and Jax female mice should be examined. To further strengthen the link between Th17 and neutrophils, it would be ideal to analyze neutrophil recruitment in mice lacking Th17 cells (i.e., Rag2-/-, anti-CD4 treated, Rorgt-/- mice).</p></disp-quote><p>We agree and now include a more detailed analyses of neutrophils. We found that the number of neutrophils in the intestine were not higher in NYU female mice compared with NYU male mice, with or without MRSA. Instead, we show that neutrophils in NYU female mice display higher levels of surface CD11b, a sign of activation, compared to males following inoculation with MRSA . We have added these findings to the revised manuscript (Fig5 H and I). IL-17 can activate neutrophils and increase their antimicrobial activity. Consistent with this possibility, we now show that female mice lacking the IL-17 receptor lose the enhanced colonization resistance. Based on these findings, we have modified this aspect of the conclusion, and thank the reviewer for the helpful suggestion.</p><disp-quote content-type="editor-comment"><p><bold>Reviewer #2 (Public review):</bold></p><p>The current study by Lejeune et al. investigates factors that allow for persistent MRSA infection in the GI tract. They developed an intriguing model of intestinal MRSA infection that does not use the traditional antibiotic approach, thereby allowing for a more natural infection that includes the normal intestinal microbiota. This model is more akin to what might be expected to be observed in a healthy human host. They find that biological sex plays a clear role in bacterial persistence during infection but only in mice bred at an NYU Facility and not those acquired from Jackson Labs. This clearly indicates a role for the intestinal microbiome in affecting female bacterial persistence but not male persistence which was unaffected by the origin of the mice and thus the microbiome. Through a series of clever microbiome-specific transfer experiments, they determine that the NYU-specific microbiome plays a role in this sexual dimorphism but is not solely responsible. Additional experiments indicate that Th17 cells, estrogen, and neutrophils also participate in the resistance to persistent infection. Notably, they assess the role of sex chromosomes (X/Y) using the established four core genotype model and find that these chromosomes appear to play little role in bacterial persistence.</p><p>Overall, the paper nicely adds to the growing body of literature investigating how biological sex impacts the immune system and the burden of infectious disease. The conclusions are mostly supported by the data although there are some aspects of the data that could be better addressed and clarified.</p></disp-quote><p>We thank the Reviewer for appreciating our contribution and these supportive comments. We have added several experiments to fill-in gaps and text revisions to increase clarity and acknowledge limitations.</p><disp-quote content-type="editor-comment"><p>(1) There is something of a disconnect between the initial microbiome data and the later data that analyzes sex hormones and chromosomes. While there are clearly differences in microbial species across the two sites (NYU and JAX) how these bacterial species might directly interact with immune cells to induce female-specific responses is left unexplored. At the very least it would help to try and link these two distinct pieces of data to try and inform the reader how the microbiome is regulating the sex-specific response. Indeed, the reader is left with no clear exploration of the microbiota's role in the persistence of the infection and thus is left wanting.</p></disp-quote><p>We agree. This comment is similar to Reviewer #1’s feedback. As mentioned above, we are attempting to clarify the association between sex differences and the microbiota and have included preliminary results for the Reviewers. However, addressing this disconnect will require substantially more investigation. Instead, we have added insightful new data that elaborate on aspects of the host response. We hope the Reviewer agrees that revised manuscript is stronger and that further delineation of the microbiota can be addressed by future studies.</p><disp-quote content-type="editor-comment"><p>(2) While the authors make a reasonable case that Th17 T cells are important for controlling infection (using RORgt knockout mice that cannot produce Th17 cells), it is not clear how these cells even arise during infection since the authors make most of the observations 2 days postinfection which is longer before a normal adaptive immune response would be expected to arise. The authors acknowledge this, but their explanation is incomplete. The increase in Th17 cells they observe is predicated on mitogenic stimulation, so they are not specific (at least in this study) for MRSA. It would be helpful to see a specific restimulation of these cells with MRSA antigens to determine if there are pre-existing, cross-reactive Th17 cells specific for MRSA and microbiota species which could then link these two as mentioned above.</p></disp-quote><p>We acknowledge that this is a limitation of our study. Although an experiment demonstrating pre-existing, cross-reactive T cells would help support our conclusion, aspects of MRSA biology may make the results of this experiment difficult to interpret. We have consulted with an expert on MRSA virulence factors, co-lead author Dr. Victor Torres, about the feasibility of this experiment. MRSA possess superantigens, such as Staphylococcal enterotoxin B, which bind directly to specific Vβ regions of T-cell receptors (TCR) and major histocompatibility complex (MHC) class II on antigen-presenting cells, resulting in hyperactivation of T lymphocytes and monocytes/macrophages. Additionally, other MRSA virulence factors, such as α-hemolysin and LukED, induce cell death of lymphocytes. MRSA’s enterotoxins are heat stable, so heat-inactivation of the bacterium may not help in this matter. For these reasons, it is unlikely that we can perform a simple restimulation of lymphocytes with MRSA antigens.</p><p>A study by Shao et al. provides an example of a host commensal species inducing Th17 cells with cross-reactivity against MRSA. Upon intestinal colonization, the intestinal fungus <italic>Candida albicans</italic> influences T cell polarization towards a Th17 phenotype in the spleen and peripheral lymph nodes which provided protection to the host against systemic candidemia. Interestingly, this induction of protective Th17 cells, increased IL-17 and responsiveness in circulating Ly6G+ neutrophils also protected mice from intravenous infection with MRSA, indicating that T cell activation and polarization by intestinal <italic>C. albicans</italic> leads to non-specific protective responses against extracellular pathogens.</p><p>Shao TY, Ang WXG, Jiang TT, Huang FS, Andersen H, Kinder JM, Pham G, Burg AR, Ruff B, Gonzalez T, Khurana Hershey GK, Haslam DB, Way SS. Commensal Candida albicans Positively Calibrates Systemic Th17 Immunological Responses. Cell Host &amp; Microbe. 2019 Mar 13;25(3):404-417.e6. doi: 10.1016/j.chom.2019.02.004. PMID: 30870622; PMCID: PMC6419754.</p><p>We have added a brief version of the above discussion in the revised manuscript. Also, as mentioned earlier, we have added new data strengthening the axis between Th17 and neutrophils, including showing that IL-17 receptor is necessary and that neutrophils display signs of heightened activation in female mice during MRSA colonization.</p><disp-quote content-type="editor-comment"><p>(3) The ovariectomy experiment demonstrates a role for ovarian hormones; however, it lacks a control of adding back ovarian hormones (or at least estrogen) so it is not entirely obvious what is causing the persistence in this experiment. This is especially important considering the experiments demonstrating no role for sex chromosomes thus demonstrating that hormonal effects are highly important. Here it leaves the reader without a conclusive outcome as to the exact hormonal mechanism.</p></disp-quote><p>This is a great suggestion. Rather than adding back ovarian hormones, we performed the more direct experiment and tested whether the estrogen receptor (ERα, encoded by <italic>Esr1</italic>) is necessary for the enhanced colonization resistance. Indeed, we observed that <italic>Esr1-/-</italic> female mice have increased MRSA burden compared to <italic>Esr1+/-</italic> littermates. We have added this new result (Figure 6C) and thank the Reviewer for their guidance.</p><disp-quote content-type="editor-comment"><p>1. The discussion is underdeveloped and is mostly a rehash of the results. It would greatly enhance the manuscript if the authors would more carefully place the results in the context of the current state of the field including a more enhanced discussion of the role of estrogen, microbiome, and T cells and how the field might predict these all interact and how they might be interacting in the current study as well.</p></disp-quote><p>Author response: We thank the Reviewer for their feedback in improving the scholarship on the manuscript. We have expanded on the literature and the mechanistic model in both the discussion section and other parts to provide better context for our findings.</p><disp-quote content-type="editor-comment"><p><bold>Reviewer #3 (Public review):</bold></p><p>Summary:</p><p>Using a mouse model of <italic>Staphylococcus aureus</italic> gut colonization, Lejeune et al. demonstrate that the microbiome, immune system, and sex are important contributing factors for whether this important human pathogen persists in the gut. The work begins by describing differential gut clearance of <italic>S. aureus</italic> in female B6 mice bred at NYU compared to those from Jackson Laboratories (JAX). NYU female mice cleared <italic>S. aureus</italic> from the gut but NYU male mice and mice of both sexes from JAX exhibited persistent gut colonization. Further experimentation demonstrated that differences between staphylococcal gut clearance in NYU and JAX female mice were attributed to the microbiome. However, NYU male and female mice harbor similar microbiomes, supporting the conclusion that the microbiome cannot account for the observed sex-dependent clearance of S. aureus gut colonization. To identify factors responsible for female clearance of <italic>S. aureus</italic>, the authors performed RNAseq on intestinal epithelial cells and cells enriched within the lamina propria. This analysis revealed sexdependent transcriptional responses in both tissues. Genes associated with immune cell function and migration were distinctly expressed between the sexes. To determine which immune cell types contribute to <italic>S. aureus</italic> clearance Lejeune et al employed genetic and antibody-mediated immune cell depletion. This experiment demonstrated that CD4+ IL17+ cells and neutrophils promote the elimination of <italic>S. aureus</italic> from the gut. Subsequent experiments, including the use of the 'four core genotype model' were conducted to discern between the roles of sex chromosomes and sex hormones. This work demonstrated that sex-chromosome-linked genes are not responsible for clearance, increasing the likelihood that hormones play a dominant role in controlling <italic>S. aureus</italic> gut colonization.</p><p>Strengths:</p><p>A strength of the work is the rigorous experimental design. Appropriate controls were executed and, in most cases, multiple approaches were conducted to strengthen the authors' conclusions. The conclusions are supported by the data.</p><p>The following suggestions are offered to improve an already strong piece of scholarship.</p><p>Weaknesses:</p><p>The correlation between female sex hormones and the elimination of <italic>S. aureus</italic> from the gut could be further validated by quantifying sex hormones produced in the four core genotype mice in response to colonization. Additionally, and this may not be feasible, but according to the proposed model administering female sex hormones to male mice should decrease colonization. Finally, knowing whether the quantity of IL-17a CD4+ cells change in the OVX mice has the potential to discern whether abundance/migration of the cells or their activation is promoted by female sex hormones.</p><p>In the Discussion, the authors highlight previous work establishing a link between immune cells and sex hormone receptors, but whether the estrogen (and progesterone) receptor is differentially expressed in response to <italic>S. aureus</italic> colonization could be assessed in the RNAseq dataset. Differential expression of known X and Y chromosome-linked genes were discussed but specific sex hormones or sex hormone receptors, like the estrogen receptor, were not. This potential result could be highlighted.</p></disp-quote><p>We appreciate the comment on the scholarship and thank the Reviewer for the insightful suggestions to improve this manuscript. We apologize for not including references that address some of the Reviewer’s questions. Other research groups have compared the levels of hormones between XX and XY males and females in the four core genotypes model and have found similar levels of circulating testosterone in adult XX and XY males. No difference was found in circulating estradiol levels in XX vs XY- females when tested at 4-6 or 79 months of age.</p><p>Karen M. Palaszynski, Deborah L. Smith, Shana Kamrava, Paul S. Burgoyne, Arthur P. Arnold, Rhonda R. Voskuhl, A Yin-Yang Effect between Sex Chromosome Complement and Sex Hormones on the Immune Response. Endocrinology, Volume 146, Issue 8, 1 August 2005, Pages 3280–3285, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1210/en.2005-0284">https://doi.org/10.1210/en.2005-0284</ext-link></p><p>Sasidhar MV, Itoh N, Gold SM, Lawson GW, Voskuhl RR. The XX sex chromosome complement in mice is associated with increased spontaneous lupus compared with XY. Ann Rheum Dis. 2012 Aug;71(8):1418-22. doi: 10.1136/annrheumdis-2011-201246. Epub 2012 May 12. PMID: 22580585; PMCID: PMC4452281.</p><p>Administering female sex hormones to males is a good idea. We did not observe an effect of injecting males with estrogen on MRSA colonization (data not shown), perhaps due to the dose or timing, or because it is not sufficient (i.e., additional hormones and factors may be required). Therefore, we analyzed the necessity of estrogen signaling and found that <italic>Esr1-/-</italic> female mice impairs colonization resistance to MRSA. We have added this new experiment to the revised manuscript (Fig6 C).</p><p>Examination of the levels of estrogen, progesterone, and androgen receptors in our cecalcolonic lamina propria RNA-seq dataset is an excellent idea. We observed a significant increase in the G-protein coupled estrogen receptor 1 (<italic>Gper1</italic>) and a non-significant increase in Estrogen receptor alpha (Esr1) following MRSA inoculation in the immune cell compartment. This analysis has been added to the revised manuscript (Supplemental Fig6).</p><disp-quote content-type="editor-comment"><p><bold>Reviewer #3 (Recommendations for the authors)</bold></p><p>Minor editing issues:</p><p>The topic sentence of the last paragraph in the Results section states - 'male sex defining gene sex determining region Y (Sry) has been moved from the Y chromosome to an autosome'. 'Sex defining gene' and sex-determining region seems redundant in this context. A sex-defining gene would presumably be located within a sex-determining region.</p><p>Bold the letter 'F' in the Figure 5 legend.</p><p>It's not clear from the Figure 6E legend when the IL-17A+ CD4+ cells were quantified, 2 dpi?</p><p>In the third sentence of the second paragraph of the Discussion, the two references are merged together.</p></disp-quote><p>We thank the Reviewer for pointing out these editing issues. They have been addressed in the revised manuscript.</p></body></sub-article></article>