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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2021.635072</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Immune Response to&#xa0;<italic>Enterococcus gallinarum</italic> in Lupus Patients Is Associated With a Subset of Lupus-Associated Autoantibodies</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Bagavant</surname>
<given-names>Harini</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1017805"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Araszkiewicz</surname>
<given-names>Antonina M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ingram</surname>
<given-names>Jessica K.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1345899"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cizio</surname>
<given-names>Katarzyna</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Merrill</surname>
<given-names>Joan T.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/307961"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Arriens</surname>
<given-names>Cristina</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Guthridge</surname>
<given-names>Joel M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1330288"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>James</surname>
<given-names>Judith A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/585232"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Deshmukh</surname>
<given-names>Umesh S.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/416984"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Arthritis and Clinical Immunology, Oklahoma Medical Research Foundation</institution>, <addr-line>Oklahoma City, OK</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Departments of Medicine and Pathology, University of Oklahoma Health Sciences Center</institution>, <addr-line>Oklahoma City, OK</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Stefania Gallucci, Temple University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Martin Alexander Kriegel, Yale University, United States; Xin M. Luo, Virginia Tech, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Harini Bagavant, <email xlink:href="mailto:harini-bagavant@omrf.org">harini-bagavant@omrf.org</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Autoimmune and Autoinflammatory Disorders, a section of the journal Frontiers in Immunology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>05</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>635072</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>11</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>05</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Bagavant, Araszkiewicz, Ingram, Cizio, Merrill, Arriens, Guthridge, James and Deshmukh</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Bagavant, Araszkiewicz, Ingram, Cizio, Merrill, Arriens, Guthridge, James and Deshmukh</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Interactions between gut microbes and the immune system influence autoimmune disorders like systemic lupus erythematosus (SLE). Recently, <italic>Enterococcus gallinarum</italic>, a gram-positive commensal gut bacterium, was implicated as a candidate pathobiont in SLE. The present study was undertaken to evaluate the influence of <italic>E. gallinarum</italic> exposure on clinical parameters of SLE. Since circulating IgG antibodies to whole bacteria have been established as a surrogate marker for bacterial exposure, anti-<italic>E. gallinarum</italic> IgG antibodies were measured in banked serum samples from SLE patients and healthy controls in the Oklahoma Cohort for Rheumatic Diseases. The associations between anti-<italic>E. gallinarum</italic> antibody titers and clinical indicators of lupus were studied. Antibodies to human RNA were studied in a subset of patients. Our results show that sera from both patients and healthy controls had IgG and IgA antibodies reactive with <italic>E. gallinarum</italic>. The antibody titers between the two groups were not different. However, SLE patients with Ribosomal P autoantibodies had higher anti-<italic>E. gallinarum</italic> IgG titers compared to healthy controls. In addition to anti-Ribosomal P, higher anti-<italic>E. gallinarum</italic> titers were also significantly associated with the presence of anti-dsDNA and anti-Sm autoantibodies. In the subset of patients with anti-Ribosomal P and anti-dsDNA, the anti-<italic>E. gallinarum</italic> titers correlated significantly with antibodies to human RNA. Our data show that both healthy individuals and SLE patients were sero-reactive to <italic>E. gallinarum.</italic> In SLE patients, the immune response to <italic>E. gallinarum</italic> was associated with antibody response to a specific subset of lupus autoantigens. These findings provide additional evidence that <italic>E. gallinarum</italic> may be a pathobiont for SLE in susceptible individuals.</p>
</abstract>
<kwd-group>
<kwd>lupus</kwd>
<kwd>gut microbes</kwd>
<kwd>ribosomal P</kwd>
<kwd>microbiome</kwd>
<kwd>bacterial antibodies</kwd>
<kwd>autoantibodies</kwd>
<kwd>anti-RNA</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Institute of Arthritis and Musculoskeletal and Skin Diseases<named-content content-type="fundref-id">10.13039/100000069</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">National Institute of General Medical Sciences<named-content content-type="fundref-id">10.13039/100000057</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">Oklahoma Medical Research Foundation<named-content content-type="fundref-id">10.13039/100008907</named-content>
</contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="41"/>
<page-count count="8"/>
<word-count count="4042"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Regulated interactions between the immune system and microbes at mucosal surfaces play a critical role in maintaining immune homeostasis (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Under dysbiotic conditions, disruption of these interactions can manifest as a loss of immune tolerance and the development of autoimmunity. In SLE, patients show gut microbial changes with reduced microbial diversity and alterations in fecal and serum metabolites (<xref ref-type="bibr" rid="B3">3</xref>). Analyses from different patient cohorts show changes in <italic>Firmicutes</italic>/<italic>Baciteroides</italic> ratios, increase in <italic>Lactobaccillaceae</italic>, and expansion of specific bacteria like&#xa0;<italic>Ruminococcus gnavus</italic> in the gut (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>). In some studies, antibodies to these gut bacteria are associated with increased autoantibody titers and lupus disease activity. Further, inflammatory processes influence the local gut micro-environment and have the potential to modulate the microbial composition on the mucosal surface (<xref ref-type="bibr" rid="B9">9</xref>). Thus, a continual interaction between local and systemic autoimmunity, gut mucosa, and microbiota may regulate disease evolution.</p>
<p>In addition to the gut, the bacterial community in the oral environment can also influence SLE. Indeed, bacterial species of oral microbiota origin are observed in the gut of SLE patients (<xref ref-type="bibr" rid="B10">10</xref>) Commensal oral bacteria like&#xa0;<italic>Capnocytophaga</italic>&#xa0;have the potential of stimulating lupus-antigen reactive T cells and autoantibodies through molecular mimicry (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). In SLE patients, antibodies to specific periodontal pathogens like&#xa0;<italic>A. actinomycetemcomitans</italic>&#xa0;and&#xa0;<italic>P. gingivalis</italic>&#xa0;are associated with higher disease activity (<xref ref-type="bibr" rid="B13">13</xref>). IgG antibody titers against a bacterial strain indicate prior or ongoing exposure to that strain (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>). Thus, it is plausible that dysbiosis at different mucosal surfaces and the exposure of the immune system to specific commensal and/or pathogenic bacteria contribute to inflammatory responses and exacerbation of SLE.</p>
<p>The influence of gut bacteria on SLE pathogenesis have been successfully investigated in mouse models and specific bacterial strains that may be relevant in human disease have been identified (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B16">16</xref>). However, extrapolating the findings from inbred mouse strains to a highly diverse human population, in a heterogenous disease like SLE, remains a significant challenge. Recently,&#xa0;<italic>Enterococcus gallinarum</italic>, a gram-positive commensal bacteria present in the gut of lupus-prone (NZW x BXSB) F1 mice, has emerged as a candidate pathobiont for triggering SLE (<xref ref-type="bibr" rid="B16">16</xref>). Mono-colonization of the gut mucosa with&#xa0;<italic>E. gallinarum</italic>&#xa0;modulated adhesion molecules on the mucosal epithelium and allowed the migration of bacteria through the mucosa into the liver and systemic circulation in mice.&#xa0;<italic>E. gallinarum</italic>&#xa0;was also isolated from fecal samples and liver biopsies from patients with autoimmune hepatic disease and lupus patients with hepatic involvement. These patients showed a strong correlation between circulating antibodies to the bacterial RNA and human RNA, suggesting a causal relationship between the hepatic entry of&#xa0;<italic>E. gallinarum</italic>&#xa0;and SLE. However, this exciting observation was done in a limited number of SLE patients. In addition, whether <italic>E. gallinarum</italic>&#xa0;influences the clinical features of SLE in patients was unclear. To address these issues, we measured the levels of IgG and IgA antibodies to&#xa0;<italic>E. gallinarum</italic>&#xa0;(anti-<italic>Eg)&#xa0;</italic>in banked serum samples from a diverse and well-characterized cohort of SLE patients. Antibody responses to&#xa0;<italic>E. gallinarum</italic>&#xa0;were used as a surrogate marker of exposure to this bacteria,<italic>&#xa0;</italic>and the association between anti-<italic>Eg</italic>&#xa0;titers and clinical indicators of SLE was studied.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="s2_1">
<title>Study Design</title>
<p>The research was performed in accordance with the Helsinki Declaration and approved by the Oklahoma Medical Research Foundation Institutional Review Board. Banked serum samples and clinical data from SLE patients seen between May 2002 and October 2014 were obtained from the Oklahoma Rheumatic Disease Research Core Center (ORDRCC). The patients who met &#x2265;4 of the 1997 modified American College of Rheumatology Classification Criteria for SLE (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>) were evaluated for disease activity and serum autoantibody profiles. The demographics of the patients (n=303) in this study are shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 1</bold>
</xref>. Serum autoantibodies were measured using multiplex fluorescent bead-based assays. The antigens studied were dsDNA, chromatin, Ro/SSA, La/SSB, Sm, smRNP, RNP, RNP-A, RNP-68, Centromere B, Scl-70, and Ribosomal P. The antibody levels were quantified based on the fluorescence intensity for each specificity. The positive cut-off for the anti-dsDNA was set at 10 IU/mL (range 0- &gt;300) and for all other specificities was 1.2 IU/mL (range 0- &gt;8) per manufacturer&#x2019;s recommendations. Clinical assessments of SLE were performed using the hybrid SELENA- SLE Disease Activity Index (SLEDAI) (<xref ref-type="bibr" rid="B19">19</xref>) and the British Isles Lupus Assessment Group (BILAG-2004) Index (<xref ref-type="bibr" rid="B20">20</xref>). Serum samples from de-identified healthy volunteers (n=66) were studied for antibodies to&#xa0;<italic>E.&#xa0;gallinarum</italic>,&#xa0;<italic>E. faecalis</italic>, and human RNA.</p>
</sec>
<sec id="s2_2">
<title>Detection of Antibody to&#xa0;<italic>Enterococci</italic>
</title>
<p>
<italic>Enterococcus gallinarum</italic>&#xa0;(ATCC#BAA-748) and&#xa0;<italic>Enterococcus faecalis</italic>&#xa0;(ATCC#19433, Type strain) were obtained from the American Type Culture Collection (ATCC, Manassas, VA). These strains are utilized extensively as control/reference strains, and their use will allow for comparisons with studies performed by other investigators in future. The bacteria were cultured in Brain Heart Infusion broth, harvested, washed extensively with PBS, and stored as pellets in single-use aliquots at -80&#xb0;C. An ELISA-based assay was used to measure antibodies to formalin-fixed whole bacteria as previously described (<xref ref-type="bibr" rid="B21">21</xref>). All sera from SLE patients and healthy controls were tested at a 1:500 dilution for anti-bacterial IgG and 1:100 dilution for anti-<italic>E. gallinarum</italic> IgA antibody titers. Serial dilutions from a pooled serum sample were included in each assay as a calibrator. A standard curve was constructed, and the titers of anti-bacterial antibody<italic>&#xa0;</italic>were calculated for each sample and expressed as units/mL.</p>
</sec>
<sec id="s2_3">
<title>Detection of Antibodies to RNA</title>
<p>Human RNA was purified from THP1 (ATCC#TIB-202), a human monocytic cell line, propagated in RPMI-1640 with 10% bovine calf serum. RNA was extracted from THP1 cells using the RNeasy Mini Kit (Qiagen, Germantown, MD). Genomic DNA contaminants in the human RNA were eliminated by RNase-free DNase1 digestion using manufacturer&#x2019;s protocols (Qiagen, Germantown, MD), followed by purification using RNeasy Mini columns (Qiagen, Germantown, MD).</p>
<p>Synthetic double-stranded RNA (poly I:C) HMW was purchased from Invivogen (San Diego, CA).</p>
<p>IgG antibodies to RNA [human RNA, and poly (I:C)] were measured using an ELISA. RNA (5&#x3bc;g/mL) dissolved in PBS with 1 mM EDTA was coated on DNA-BIND ELISA plates (Corning, Glendale, AZ) overnight at 4&#xb0;C. After blocking, the plates were incubated with serum samples (1:100 dilution) for 2 hours. Bound antibodies were detected with HRP-conjugated goat anti-human IgG (Southern Biotechnology, Birmingham, AL) and enzyme activity determined by tetramethylbenzidine substrate (Bio-Rad Laboratories, Hercules, CA). The reaction was stopped with 2.5N sulfuric acid, and the absorbance was read at 450nm.</p>
</sec>
<sec id="s2_4">
<title>Statistical Analysis</title>
<p>Graph Pad Prism 9.0 software (GraphPad Software, San Diego, CA) was used for statistical analyses. Anti-bacterial antibody titers were log<sub>10</sub> transformed. Normality tests were performed on each dataset, and non-parametric tests were used for non-Gaussian distributions. Antibody titers between two groups were compared using a t-test for normal distributions or Mann-Whitney test for non-Gaussian distributions. Antibody titers between multiple groups were compared using a one-way ANOVA test, and Sidak&#x2019;s multiple comparisons post-test determined adjusted p values. For non-Gaussian distributions, antibody reactivity in multiple groups was compared by the Kruskal-Wallis test, followed by Dunn&#x2019;s multiple comparison post-test. Correlations were determined by Pearson&#x2019;s method for normal distributions and Spearman&#x2019;s method for non-Gaussian distributions. Proportions were compared by the Chi-square test. A p-value of &lt;0.05 was considered significant. Post-hoc power calculations were performed using&#xa0;<uri xlink:href="https://epitools.ausvet.com.au/">https://epitools.ausvet.com.au/</uri>.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Higher Titers of Anti-<italic>Eg</italic> IgG&#xa0;Are Associated With Ribosomal P, dsDNA, and Sm Autoantibodies in SLE Patients</title>
<p>IgG antibody titers to formalin-fixed whole&#xa0;<italic>E. gallinarum</italic>&#xa0;bacteria were measured in sera from lupus patients (n=303) and healthy donors (n=66). Anti-<italic>Eg</italic>&#xa0;IgG were detected in all the sera tested, and the titers were not significantly different between the two groups (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). The anti-<italic>Eg</italic>&#xa0;IgG titers between SLE patients based on self-reported race/ethnicities were also not different (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1A</bold>
</xref>). Since&#xa0;<italic>E. gallinarum</italic>&#xa0;is associated with the gut mucosa, serum IgA antibody titers were also measured. No significant differences were seen in anti-<italic>Eg</italic>&#xa0;IgA titers between SLE patients and healthy donors or between patients in different racial/ethnic groups (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1B</bold>
</xref>). Anti-<italic>Eg</italic> IgG or anti-<italic>Eg</italic> IgA titers were not different between male and female patients (data not shown). No correlation was noted between age and anti-<italic>Eg</italic> IgG titers. However, anti-<italic>Eg</italic> IgA titers showed a statistically significant inverse correlation with age (Spearman r= -0.1941; p=0.0013). The anti-<italic>Eg</italic>&#xa0;IgG and IgA titers in the SLE patients showed a statistically significant, albeit modest, correlation (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). The finding that anti-<italic>Eg</italic>&#xa0;IgG and IgA titers are not different suggests a comparable exposure to&#xa0;<italic>E. gallinarum</italic>&#xa0;in all groups.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>IgG anti-<italic>Eg</italic> <bold>(A)</bold> and IgA anti-<italic>Eg</italic> <bold>(B)</bold> titers in sera from healthy controls and lupus patients. Antibody titers are plotted as units/mL and the lines show median &#xb1; interquartile ranges. Correlation between IgG and IgA anti-<italic>Eg</italic> titers in lupus patients <bold>(C)</bold>. Each data point represents one serum sample and the number of samples studied are shown in parentheses. Antibody levels were compared by Mann-Whitney test and the correlation coefficient was determined by Pearson&#x2019;s method. ns, not significant.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-12-635072-g001.tif"/>
</fig>
<p>Patients were stratified into groups based on the presence or absence of autoantibodies to different lupus-associated antigens. The anti-<italic>Eg</italic>&#xa0;titers between each autoantibody-positive and -negative group were compared (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). As shown in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>, higher anti-<italic>Eg</italic>&#xa0;IgG titers were associated with antibodies to Ribosomal P (p=0.0059), dsDNA (p=0.0093), and Sm (p=0.0315).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Association between lupus autoantibodies and anti-bacterial IgG titers in SLE patients.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" colspan="3" align="left">Autoantibody specificity</th>
<th valign="top" colspan="3" align="center">anti-<italic>E. gallinarum</italic> IgG</th>
<th valign="top" align="center">&#xa0;</th>
<th valign="top" align="center">&#xa0;</th>
<th valign="top" colspan="3" align="center">anti-<italic>E. faecalis</italic> IgG</th>
<th valign="top" align="center">&#xa0;</th>
<th valign="top" align="center">&#xa0;</th>
<th valign="top" colspan="5" align="center">anti-<italic>S. gordonii</italic> IgG</th>
</tr>
<tr>
<th valign="top" align="center">Median<sup>@</sup>
</th>
<th valign="top" align="center">IQR*</th>
<th valign="top" align="center">p value<sup>#</sup>
</th>
<th valign="top" colspan="2" align="center">&#xa0;</th>
<th valign="top" align="center">Median</th>
<th valign="top" align="center">IQR</th>
<th valign="top" align="center">p value</th>
<th valign="top" colspan="2" align="center">&#xa0;</th>
<th valign="top" align="center">Median</th>
<th valign="top" colspan="2" align="center">IQR</th>
<th valign="top" colspan="2" align="center">p value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Ribosomal P</td>
<td valign="top" align="center">Neg</td>
<td valign="top" colspan="2" align="center">4732</td>
<td valign="top" align="center">5319</td>
<td valign="top" align="center">
<bold>
<italic>
<underline>0.0059</underline>
</italic>
</bold>
</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">6823</td>
<td valign="top" align="center">7462</td>
<td valign="top" align="center">0.1419</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">9311</td>
<td valign="top" colspan="2" align="center">8072</td>
<td valign="top" colspan="2" align="center">&gt;0.9999</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Pos</td>
<td valign="top" colspan="2" align="center">7745</td>
<td valign="top" align="center">6381</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">11066</td>
<td valign="top" align="center">15642</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">10666</td>
<td valign="top" colspan="2" align="center">4987</td>
<td valign="top" colspan="2" align="center"/>
</tr>
<tr>
<td valign="top" align="left">dsDNA</td>
<td valign="top" align="center">Neg</td>
<td valign="top" colspan="2" align="center">4688</td>
<td valign="top" align="center">5097</td>
<td valign="top" align="center">
<bold>
<italic>
<underline>0.0093</underline>
</italic>
</bold>
</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">6546</td>
<td valign="top" align="center">7228</td>
<td valign="top" align="center">
<bold>
<italic>
<underline>0.0001</underline>
</italic>
</bold>
</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">9099</td>
<td valign="top" colspan="2" align="center">7276</td>
<td valign="top" colspan="2" align="center">0.1568</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Pos</td>
<td valign="top" colspan="2" align="center">7015</td>
<td valign="top" align="center">7184</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">11776</td>
<td valign="top" align="center">16919</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">12823</td>
<td valign="top" colspan="2" align="center">8371</td>
<td valign="top" colspan="2" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Sm</td>
<td valign="top" align="center">Neg</td>
<td valign="top" colspan="2" align="center">4699</td>
<td valign="top" align="center">5066</td>
<td valign="top" align="center">
<bold>
<italic>
<underline>0.0315</underline>
</italic>
</bold>
</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">6310</td>
<td valign="top" align="center">6997</td>
<td valign="top" align="center">
<bold>
<italic>
<underline>0.0004</underline>
</italic>
</bold>
</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">9099</td>
<td valign="top" colspan="2" align="center">7589</td>
<td valign="top" colspan="2" align="center">0.6758</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Pos</td>
<td valign="top" colspan="2" align="center">7047</td>
<td valign="top" align="center">7766</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">11749</td>
<td valign="top" align="center">14055</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">10789</td>
<td valign="top" colspan="2" align="center">6987</td>
<td valign="top" colspan="2" align="center"/>
</tr>
<tr>
<td valign="top" align="left">chromatin</td>
<td valign="top" align="center">Neg</td>
<td valign="top" colspan="2" align="center">4688</td>
<td valign="top" align="center">5137</td>
<td valign="top" align="center">0.0694</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">6252</td>
<td valign="top" align="center">6974</td>
<td valign="top" align="center">
<bold>
<italic>
<underline>0.0021</underline>
</italic>
</bold>
</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">9226</td>
<td valign="top" colspan="2" align="center">6701</td>
<td valign="top" colspan="2" align="center">&gt;0.9999</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Pos</td>
<td valign="top" colspan="2" align="center">6124</td>
<td valign="top" align="center">6775</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">9954</td>
<td valign="top" align="center">13121</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">10447</td>
<td valign="top" colspan="2" align="center">7539</td>
<td valign="top" colspan="2" align="center"/>
</tr>
<tr>
<td valign="top" align="left">SSA</td>
<td valign="top" align="center">Neg</td>
<td valign="top" colspan="2" align="center">4909</td>
<td valign="top" align="center">5336</td>
<td valign="top" align="center">0.7944</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">7129</td>
<td valign="top" align="center">7363</td>
<td valign="top" align="center">&gt;0.9999</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">9727</td>
<td valign="top" colspan="2" align="center">7899</td>
<td valign="top" colspan="2" align="center">&gt;0.9999</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Pos</td>
<td valign="top" colspan="2" align="center">5929</td>
<td valign="top" align="center">5920</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">7870</td>
<td valign="top" align="center">10458</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">8750</td>
<td valign="top" colspan="2" align="center">9456</td>
<td valign="top" colspan="2" align="center"/>
</tr>
<tr>
<td valign="top" align="left">SSB</td>
<td valign="top" align="center">Neg</td>
<td valign="top" colspan="2" align="center">5012</td>
<td valign="top" align="center">5537</td>
<td valign="top" align="center">0.8708</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">7396</td>
<td valign="top" align="center">8432</td>
<td valign="top" align="center">&gt;0.9999</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">9705</td>
<td valign="top" colspan="2" align="center">8260</td>
<td valign="top" colspan="2" align="center">&gt;0.9999</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Pos</td>
<td valign="top" colspan="2" align="center">5861</td>
<td valign="top" align="center">7253</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">5702</td>
<td valign="top" align="center">8419</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">8318</td>
<td valign="top" colspan="2" align="center">6387</td>
<td valign="top" colspan="2" align="center"/>
</tr>
<tr>
<td valign="top" align="left">SmRNP</td>
<td valign="top" align="center">Neg</td>
<td valign="top" colspan="2" align="center">4819</td>
<td valign="top" align="center">5368</td>
<td valign="top" align="center">0.0694</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">6026</td>
<td valign="top" align="center">6439</td>
<td valign="top" align="center">
<bold>
<italic>
<underline>&lt;0.0001</underline>
</italic>
</bold>
</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">9099</td>
<td valign="top" colspan="2" align="center">6924</td>
<td valign="top" colspan="2" align="center">0.2978</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Pos</td>
<td valign="top" colspan="2" align="center">5834</td>
<td valign="top" align="center">6642</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">10889</td>
<td valign="top" align="center">12498</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">10789</td>
<td valign="top" colspan="2" align="center">8304</td>
<td valign="top" colspan="2" align="center"/>
</tr>
<tr>
<td valign="top" align="left">RNP</td>
<td valign="top" align="center">Neg</td>
<td valign="top" colspan="2" align="center">4909</td>
<td valign="top" align="center">5433</td>
<td valign="top" align="center">0.111</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">6310</td>
<td valign="top" align="center">7317</td>
<td valign="top" align="center">
<bold>
<italic>
<underline>0.0018</underline>
</italic>
</bold>
</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">9099</td>
<td valign="top" colspan="2" align="center">7477</td>
<td valign="top" colspan="2" align="center">0.4678</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Pos</td>
<td valign="top" colspan="2" align="center">6209</td>
<td valign="top" align="center">6868</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">10889</td>
<td valign="top" align="center">13194</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">10789</td>
<td valign="top" colspan="2" align="center">8183</td>
<td valign="top" colspan="2" align="center"/>
</tr>
<tr>
<td valign="top" align="left">RNP A</td>
<td valign="top" align="center">Neg</td>
<td valign="top" colspan="2" align="center">4909</td>
<td valign="top" align="center">5389</td>
<td valign="top" align="center">0.086</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">6397</td>
<td valign="top" align="center">7316</td>
<td valign="top" align="center">
<bold>
<italic>
<underline>0.0034</underline>
</italic>
</bold>
</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">9162</td>
<td valign="top" colspan="2" align="center">7571</td>
<td valign="top" colspan="2" align="center">0.7906</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Pos</td>
<td valign="top" colspan="2" align="center">6368</td>
<td valign="top" align="center">7101</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">10889</td>
<td valign="top" align="center">13312</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">10568</td>
<td valign="top" colspan="2" align="center">7738</td>
<td valign="top" colspan="2" align="center"/>
</tr>
<tr>
<td valign="top" align="left">RNP 68</td>
<td valign="top" align="center">Neg</td>
<td valign="top" colspan="2" align="center">4977</td>
<td valign="top" align="center">5828</td>
<td valign="top" align="center">0.7646</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">6653</td>
<td valign="top" align="center">7158</td>
<td valign="top" align="center">
<bold>
<italic>
<underline>0.0073</underline>
</italic>
</bold>
</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">9247</td>
<td valign="top" colspan="2" align="center">7606</td>
<td valign="top" colspan="2" align="center">&gt;0.9999</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Pos</td>
<td valign="top" colspan="2" align="center">6209</td>
<td valign="top" align="center">5262</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">12445</td>
<td valign="top" align="center">11464</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">12078</td>
<td valign="top" colspan="2" align="center">8895</td>
<td valign="top" colspan="2" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Centromere B</td>
<td valign="top" align="center">Neg</td>
<td valign="top" colspan="2" align="center">7047</td>
<td valign="top" align="center">7766</td>
<td valign="top" align="center">0.7947</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">7261</td>
<td valign="top" align="center">7678</td>
<td valign="top" align="center">&gt;0.9999</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">9311</td>
<td valign="top" colspan="2" align="center">7917</td>
<td valign="top" colspan="2" align="center">&gt;0.9999</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Pos</td>
<td valign="top" colspan="2" align="center">6531</td>
<td valign="top" align="center">10186</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">7295</td>
<td valign="top" align="center">12884</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">11429</td>
<td valign="top" colspan="2" align="center">9627</td>
<td valign="top" colspan="2" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Scl 70</td>
<td valign="top" align="center">Neg</td>
<td valign="top" colspan="2" align="center">5000</td>
<td valign="top" align="center">5608</td>
<td valign="top" align="center">0.1727</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">7295</td>
<td valign="top" align="center">7983</td>
<td valign="top" align="center">&gt;0.9999</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">9397</td>
<td valign="top" colspan="2" align="center">7866</td>
<td valign="top" colspan="2" align="center">&gt;0.9999</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Pos</td>
<td valign="top" colspan="2" align="center">13032</td>
<td valign="top" align="center">12903</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">7063</td>
<td valign="top" align="center">12541</td>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center">14655</td>
<td valign="top" colspan="2" align="center">10246</td>
<td valign="top" colspan="2" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#xa0;</td>
<td valign="top" align="left">&#xa0;</td>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" colspan="2" align="center"/>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>@</sup>Antibody Units/ml; *IQR, interquartile range; <sup>#</sup>adjusted p value.</p>
<p>Bold and underlined values indicate statistical significance (p&lt;0.05).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Lupus patients positive for anti-Ribosomal P, anti-dsDNA, and anti-Sm show significantly higher anti-<italic>Eg</italic> IgG titers <bold>(A)</bold>. SLE patients were stratified into autoantibody positive and autoantibody negative groups based on their reactivity to each antigen. The anti-<italic>Eg</italic> IgG titers were compared between the different groups using ANOVA, followed by Sidak&#x2019;s multiple comparison&#x2019;s post-test. The data from autoantibodies that failed to show significant association with anti-<italic>Eg</italic> IgG titers are shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 2</bold>
</xref>. A comparison of anti-<italic>Eg</italic> IgG titers in healthy controls with patients positive for Ribosomal P, anti-dsDNA, and anti-Sm using ANOVA followed by Sidak&#x2019;s multiple comparison post-test <bold>(B)</bold>. Adjusted p values &lt; 0.05 reaching statistical significance are shown.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-12-635072-g002.tif"/>
</fig>
<p>A comparison between patients positive for anti-Ribosomal P, anti-dsDNA, or anti-Sm antibodies with healthy controls showed that anti-Ribosomal P reactivity in patients was consistently associated with higher anti-<italic>Eg</italic> IgG titers (adjusted p value = 0.0178; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). Compared to healthy controls, higher anti-<italic>Eg</italic> IgG was also seen in patients with anti-dsDNA or anti-Sm following pair-wise analyses (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>).</p>
<p>Statistical significance was not reached in comparisons of anti-<italic>Eg</italic>&#xa0;IgG titers between the other autoantibody-positive and -negative groups (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;2</bold>
</xref>) or between autoantibody positive patients and healthy controls (data not shown).</p>
<p>SLE patient categorization based on disease activity measures, including SLEDAI scores or BILAG indices, or clinical subsets failed to correlate with anti-<italic>Eg</italic>&#xa0;IgG titers. Similarly, the anti-<italic>Eg</italic>&#xa0;IgA titers failed to show association with the presence or absence of autoantibody specificity (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;3</bold>
</xref>), disease activity measures or clinical subsets (data not shown).</p>
</sec>
<sec id="s3_2">
<title>Higher Antibody Titers to Gut Commensal Bacteria <italic>E. Faecalis</italic> and&#xa0;<italic>S. Gordonii</italic> Are Not Associated With the Presence of Anti-Ribosomal P Antibodies</title>
<p>To determine whether exposure to other Enterococci also shows associations with lupus autoantibodies, we measured IgG antibodies to&#xa0;<italic>E. faecalis,&#xa0;</italic>a commensal bacterium represented in the gut microbiome. Anti-<italic>E. faecalis</italic>&#xa0;IgG titers were not significantly different between healthy donors and SLE patients (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;4A</bold>
</xref>). Further, anti-<italic>Eg</italic>, and anti-<italic>E. faecalis</italic>&#xa0;IgG titers in patients showed a significant correlation (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;4B</bold>
</xref>), suggesting comparable exposure to the immune system and the possibility of cross-reactive antibodies.</p>
<p>Further analysis showed that anti-<italic>E. faecalis</italic>&#xa0;IgG titers were significantly higher in patients positive for antibodies to dsDNA, Sm, chromatin, and RNP autoantigens. However, the anti-<italic>E. faecalis</italic>&#xa0;titers between anti-Ribosomal P positive and negative patients failed to reach statistical significance (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). A <italic>post hoc</italic> analysis showed that in this experiment, sample sizes gave &gt;80% power to detect a significant difference in a two-tailed statistical test with a confidence level of 0.95. Thus, the negative result was likely not due to insufficient power, suggesting that the anti-Ribosomal P positivity and anti-<italic>Eg</italic> association is specific compared to <italic>E. faecalis</italic>-directed immune responses.</p>
<p>We have previously reported that in SLE patients, high titer antibodies to pathogenic periodontal but not commensal bacteria are associated with increased disease activity indices (<xref ref-type="bibr" rid="B13">13</xref>).&#xa0;<italic>Streptococcus gordonii</italic>&#xa0;is a gram-positive commensal bacterium present in dental plaque and also found in the gut mucosa. Anti-<italic>S. gordonii</italic>&#xa0;IgG titers failed to show significant associations with any of the lupus autoantibody specificities (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
</sec>
<sec id="s3_3">
<title>Reactivity to Ribosomal P and dsDNA Links Anti-Human RNA and Anti-<italic>Eg</italic> Antibodies in SLE Patients</title>
<p>A close association was reported between anti-Ribosomal P and anti-dsDNA in SLE patients (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>) and is replicated in our SLE patients (65% of anti-Ribosomal P positive patients are also anti-dsDNA positive). However, since ribosomes are closely bound to RNA, we postulated that the lack of immunoregulation in SLE patients would favor the presence of antibodies to human RNA in anti-Ribosomal P positive patients. To test this hypothesis, we purified RNA from a human monocytic cell line as a substrate to measure anti-human RNA in SLE patients who were Ribosomal P antibody positive (n=26) or randomly selected Ribosomal P negative (n=33). Patients positive for anti-Ribosomal P had higher anti-human RNA titers than anti-Ribosomal P negative patients (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). Further, anti-human RNA titers in anti-Ribosomal P positive patients showed a modest but significant correlation with anti-<italic>Eg</italic>&#xa0;IgG antibody (Spearman r= 0.422, p=0.0319) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Anti-human RNA IgG antibodies in anti-Ribosomal P <bold>(A)</bold> and anti-dsDNA <bold>(C)</bold> negative and positive patients. All samples were tested at a 1:100 serum dilution and results are shown as absorbance at 450nm. Antibody levels were compared using non-parametric Mann-Whitney test. Number of samples are shown in parentheses. Correlation between anti-human RNA IgG and anti-<italic>Eg</italic> IgG titers in patients positive for anti-Ribosomal P <bold>(B)</bold> and anti-dsDNA <bold>(D)</bold>. OD, optical density.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-12-635072-g003.tif"/>
</fig>
<p>Anti-RNA antibodies in SLE patients also react with viral dsRNA and synthetic dsRNA (<xref ref-type="bibr" rid="B24">24</xref>). To investigate whether anti-RNA reactivity was skewed by RNA binding protein contaminants co-purified in the human RNA preparation, the same sera were screened for antibodies to synthetic dsRNA (poly I:C) coated on an ELISA plate. Anti-dsRNA reactivity was higher in Ribosomal P antibody-positive patients (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;5A</bold>
</xref>). The anti-human RNA and anti-dsRNA titers showed a strong correlation, Spearman r=0.782, p=2.57x10<sup>-13</sup>, n=59 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;5B</bold>
</xref>), thereby confirming the reactivity to the nucleotide backbone.</p>
<p>Higher anti-RNA antibody titers are associated with higher disease activity (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>) and a diversified autoantibody repertoire. Therefore, the association of anti-human RNA with anti-<italic>Eg</italic>&#xa0;titers might not be unique to Ribosomal P positivity. To investigate whether other autoantibody specificities also showed a similar relationship, patients were stratified into autoantibody-positive and -negative groups, and the correlation between anti-<italic>Eg</italic>&#xa0;and anti-human RNA titers in each group was studied (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;4</bold>
</xref>). In addition to anti-Ribosomal P, anti-human RNA titers were also higher in patients positive for anti-dsDNA (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). Further, anti-<italic>Eg</italic>&#xa0;IgG also showed modest but significant correlations with anti-human RNA titers in anti-dsDNA positive patients (r=0.492, p=0.0146). (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;4</bold>
</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>The present study was prompted by a novel report describing the possible role of the pathobiont <italic>E. gallinarum</italic>&#xa0;in SLE pathogenesis (<xref ref-type="bibr" rid="B16">16</xref>). Since the Manfredo-Vieira et&#xa0;al. study was done in a limited number of lupus patients (n=15), we sought to investigate the role of <italic>E. gallinarum</italic>&#xa0;in a larger cohort of SLE patients (n=303). Furthermore, we also expanded the investigation into evaluating the association between <italic>E. gallinarum</italic>&#xa0;and multiple autoantibody specificities and SLE clinical parameters.</p>
<p>Using banked serum samples from a well-characterized cohort of SLE patients, our study demonstrates that IgG and IgA antibodies to&#xa0;<italic>E. gallinarum</italic> were present in lupus patients and healthy controls. Despite the differences in the numbers and characteristics of the patient populations, ELISA methodologies, and the specific bacterial strains, both studies showed comparable IgG and IgA anti-<italic>Eg</italic> titers between healthy controls and SLE patients. In our analysis, although anti-<italic>Eg</italic>&#xa0;titers did not correlate with either of the two disease activity indices (SLEDAI and BILAG), higher titers of anti-<italic>Eg</italic>&#xa0;IgG in patients were significantly associated with the presence of autoantibodies to Ribosomal P proteins, dsDNA, and Sm. In addition, only anti-<italic>Eg</italic>, but not anti-<italic>E. faecalis</italic> or anti-<italic>S. gordonii</italic> IgG antibody titers showed the strongest association with anti-Ribosomal P. Considered collectively, both studies suggest an involvement of <italic>E. gallinarum</italic>, and potentially other closely related enterococci, in SLE pathogenesis (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B16">16</xref>). The analysis of gut microbiome in SLE patients from Guangzhou Province in China showed enrichment of the genus <italic>Enterococcus</italic> (<xref ref-type="bibr" rid="B3">3</xref>). Interestingly at species level, while this study reported an increase in <italic>bacterium Te59R</italic> (closely related <italic>via</italic> the 16S rRNA sequence to <italic>Enterococcus faecium)</italic>, it did not mention the detection of <italic>E. gallinarum</italic> in SLE patients. Whether lack of <italic>E. gallinarum</italic> reporting in this study is due to differences in patient demographics or/and methodology needs to be investigated in future.</p>
<p>Ribosomal P proteins are three highly conserved phosphorylated proteins on the 60s subunit of ribosomes and are a target for autoantibodies (<xref ref-type="bibr" rid="B25">25</xref>). Ribosomal P autoantibodies occur in a minority of lupus patients and in patients with autoimmune hepatitis (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). In the present cohort, anti-Ribosomal P reactivity was seen in only 8.6% of the patients. Although anti-Ribosomal P antibodies are most frequently reported with neuropsychiatric lupus (<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>), they also identify a subgroup of patients at high risk of hepatic involvement. Studies by Stafford, Reichlin and colleagues showed that anti-Ribosomal P antibodies, if present, in healthy adults and children are masked and only detected following affinity purification on ribosome coated columns (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B31">31</xref>). Thus, it is important to note that anti-Ribosomal P reactivity is highly specific for disease states, predominantly SLE, and is not detectable in sera from healthy individuals as reported in multiple studies (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B32">32</xref>&#x2013;<xref ref-type="bibr" rid="B35">35</xref>).</p>
<p>Ribosomal P protein is expressed on the cell membrane and can bind to sera from lupus patients (<xref ref-type="bibr" rid="B36">36</xref>). Ribosomal P antibodies can penetrate live hepatoma cells and block protein synthesis leading to cellular injury (<xref ref-type="bibr" rid="B37">37</xref>). Furthermore, we also noted higher anti-human RNA antibody titers in patients positive for anti-Ribosomal P. Considering that <italic>E. gallinarum</italic>&#xa0;was detected in liver biopsies from lupus patients and anti-<italic>Eg</italic> IgG was unique in its association with antibodies to Ribosomal P, it can be surmised that <italic>E. gallinarum</italic>&#xa0;mediated hepatic and/or systemic inflammation may contribute to anti-Ribosomal P autoimmune responses in some SLE patients. Whether this occurs through molecular mimicry or intermolecular epitope spreading will be tested in future studies by longitudinal analysis of serum samples from lupus patients and by developing experimental mouse model systems.</p>
<p>We have previously reported associations between the lupus autoantibodies and higher titers to the dental plaque bacteria&#xa0;<italic>A. actinomycetemcomitans</italic>&#xa0;and&#xa0;<italic>P. gingivalis</italic>&#xa0;implicated in periodontal disease (<xref ref-type="bibr" rid="B13">13</xref>). It is interesting to note that the antibodies to these oral pathogens were not different in patients with or without Ribosomal P reactivity. <italic>A. actinomycetemcomitans</italic> and <italic>P. gingivalis&#xa0;</italic>secrete virulence factors, invade the periodontal tissues, migrate to distant organs and cause inflammation (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>). In contrast,&#xa0;<italic>E. gallinarum</italic>&#xa0;is a commensal gut resident bacterium that can translocate to the liver. Taken together, these results suggest that the mechanism(s) of how periodontal and gut bacteria influence lupus might be different.</p>
<p>Some limitations of the present study include the unavailability of stool samples for microbiome analysis, a lack of patient medication history, and the absence of demographic data on the healthy controls. However, this study reinforces previous reports by our group and others (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>) that in retrospective studies of large and diverse patient cohorts, evaluating serum antibodies to pathogenic and commensal bacteria is a valuable tool to investigate the interaction between the microbial environment and autoimmunity. These data provide a rationale for performing metagenomic analyses of mucosal microbial communities in diverse SLE patient cohorts.</p>
</sec>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by Oklahoma Medical Research Foundation Institutional Review Board. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>HB designed and performed experiments, analysed the data, and wrote the manuscript. AA, JI, and KC performed experiments and analysed data. JM, CA, and JJ contributed to study design, acquisition of clinical data, data analysis, and writing of the manuscript. JG contributed to study design, critical review of data analysis, and writing of the manuscript. UD conceived of the idea, designed experiments, and wrote the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by National Institute of Allergy and Infectious Disease (UM1AI144292), National Institute of Arthritis, Musculoskeletal and Skin Diseases (P30AR073750), and National Institute of General Medical Sciences (U54GM104938) of the National Institutes of Health; the Oklahoma Center for the Advancement of Science and Technology (HR15-145); and Institutional Funds from the Oklahoma Medical Research Foundation. JI was supported by the Jeff Metcalf fellowship grant. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health or the United States government.</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>Assistance from the OMRF Rheumatology Center of Excellence, ORDRCC Phenotyping Core, Clinical Characterization, and Biorepository Core is gratefully acknowledged.</p>
</ack>
<sec id="s10" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fimmu.2021.635072/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2021.635072/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
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