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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Med.</journal-id>
<journal-title>Frontiers in Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Med.</abbrev-journal-title>
<issn pub-type="epub">2296-858X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmed.2025.1654271</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Medicine</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Anti-<italic>Porphyromonas gingivalis</italic> lipopolysaccharide antibody in rheumatoid arthritis patients with emphysema</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Oka</surname> <given-names>Shomi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Higuchi</surname> <given-names>Takashi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
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<contrib contrib-type="author">
<name><surname>Shimada</surname> <given-names>Kota</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author">
<name><surname>Fujimori</surname> <given-names>Misuzu</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Hashimoto</surname> <given-names>Atsushi</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
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<contrib contrib-type="author">
<name><surname>Komiya</surname> <given-names>Akiko</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
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<contrib contrib-type="author">
<name><surname>Saisho</surname> <given-names>Koichiro</given-names></name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
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<contrib contrib-type="author">
<name><surname>Yoshikawa</surname> <given-names>Norie</given-names></name>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
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<contrib contrib-type="author">
<name><surname>Suzuki</surname> <given-names>Michita</given-names></name>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref>
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<contrib contrib-type="author">
<name><surname>Matsui</surname> <given-names>Toshihiro</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1923839/overview"/>
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<contrib contrib-type="author">
<name><surname>Fukui</surname> <given-names>Naoshi</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff11"><sup>11</sup></xref>
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<contrib contrib-type="author">
<name><surname>Migita</surname> <given-names>Kiyoshi</given-names></name>
<xref ref-type="aff" rid="aff12"><sup>12</sup></xref>
<xref ref-type="aff" rid="aff13"><sup>13</sup></xref>
<xref ref-type="aff" rid="aff14"><sup>14</sup></xref>
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<contrib contrib-type="author">
<name><surname>Tohma</surname> <given-names>Shigeto</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Furukawa</surname> <given-names>Hiroshi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Rheumatology, NHO Tokyo National Hospital</institution>, <addr-line>Kiyose</addr-line>, <country>Japan</country></aff>
<aff id="aff2"><sup>2</sup><institution>Clinical Research Center for Allergy and Rheumatology, NHO Sagamihara National Hospital</institution>, <addr-line>Sagamihara</addr-line>, <country>Japan</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Rheumatology, NHO Sagamihara National Hospital</institution>, <addr-line>Sagamihara</addr-line>, <country>Japan</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Rheumatic Diseases, Tokyo Metropolitan Tama Medical Center</institution>, <addr-line>Fuchu</addr-line>, <country>Japan</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Rheumatology, NHO Himeji Medical Center</institution>, <addr-line>Himeji</addr-line>, <country>Japan</country></aff>
<aff id="aff6"><sup>6</sup><institution>Department of Internal Medicine, Sagami Seikyou Ganka Naika</institution>, <addr-line>Sagamihara</addr-line>, <country>Japan</country></aff>
<aff id="aff7"><sup>7</sup><institution>Department of Clinical Laboratory, NHO Sagamihara National Hospital</institution>, <addr-line>Sagamihara</addr-line>, <country>Japan</country></aff>
<aff id="aff8"><sup>8</sup><institution>Department of Orthopedics/Rheumatology, NHO Miyakonojo Medical Center</institution>, <addr-line>Miyakonojo</addr-line>, <country>Japan</country></aff>
<aff id="aff9"><sup>9</sup><institution>Tanimura Hospital</institution>, <addr-line>Nobeoka</addr-line>, <country>Japan</country></aff>
<aff id="aff10"><sup>10</sup><institution>Department of Internal Medicine, NHO Nagoya Medical Center</institution>, <addr-line>Nagoya</addr-line>, <country>Japan</country></aff>
<aff id="aff11"><sup>11</sup><institution>Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo</institution>, <addr-line>Tokyo</addr-line>, <country>Japan</country></aff>
<aff id="aff12"><sup>12</sup><institution>Clinical Research Center, NHO Nagasaki Medical Center</institution>, <addr-line>Omura</addr-line>, <country>Japan</country></aff>
<aff id="aff13"><sup>13</sup><institution>Department of Gastroenterology and Rheumatology, Fukushima Medical University School of Medicine</institution>, <addr-line>Fukushima</addr-line>, <country>Japan</country></aff>
<aff id="aff14"><sup>14</sup><institution>Department of Internal Medicine, St. Francis Hospital</institution>, <addr-line>Nagasaki</addr-line>, <country>Japan</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1040223/overview">Yonggang Qu</ext-link>, Shihezi University, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/955458/overview">M. Faizan Siddiqui</ext-link>, Osh State University, Kyrgyzstan</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1127019/overview">Mayra Mejia</ext-link>, Instituto Nacional de Enfermedades Respiratorias, Mexico</p></fn>
<corresp id="c001">&#x002A;Correspondence: Hiroshi Furukawa, <email>furukawa-tky@umin.org</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1654271</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Oka, Higuchi, Shimada, Fujimori, Hashimoto, Komiya, Saisho, Yoshikawa, Suzuki, Matsui, Fukui, Migita, Tohma and Furukawa.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Oka, Higuchi, Shimada, Fujimori, Hashimoto, Komiya, Saisho, Yoshikawa, Suzuki, Matsui, Fukui, Migita, Tohma and Furukawa</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<sec>
<title>Objective</title>
<p>Lung diseases that are chronic (emphysema [EMP], airway disease, interstitial lung disease) can complicate rheumatoid arthritis (RA) as extra-articular manifestations. Anti-<italic>Porphyromonas gingivalis</italic> (<italic>P. gingivalis</italic>) antibody (Ab) has been analyzed for the diagnosis of periodontal disease and RA patients showed increased anti-<italic>P. gingivalis</italic> Ab levels. However, amounts of anti-<italic>P. gingivalis</italic> Ab in RA complicated with chronic lung disease (CLD) are unknown. We measured anti-<italic>P. gingivalis</italic> Ab in cases of RA with CLD.</p>
</sec>
<sec>
<title>Methods</title>
<p>Anti-<italic>P. gingivalis</italic> lipopolysaccharide (LPS) Ab were measured in RA patient sera by enzyme immunoassay.</p>
</sec>
<sec>
<title>Results</title>
<p>Anti-<italic>P. gingivalis</italic> LPS Ab levels in RA with EMP were significantly lower than in RA cases without CLD (<italic>P</italic> = 0.0190, mean &#x00B1; standard deviation [SD], 32.7 &#x00B1; 64.2 [&#x00D7;10<sup>3</sup>U/mL] vs. 403.5 &#x00B1; 2552.7 [&#x00D7;10<sup>3</sup>U/mL]). Multiple logistic regression analyses revealed the independence of this association. Anti-<italic>P. gingivalis</italic> LPS Ab amounts were increased in RA without CLD (<italic>P</italic> = 0.0412) compared with healthy controls (77.6 &#x00B1; 183.7 [&#x00D7;10<sup>3</sup>U/mL]).</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Anti-<italic>P. gingivalis</italic> LPS Ab levels in RA with EMP were lower compared with RA without CLD. Citrullinated peptides were mainly generated in the lungs of RA with EMP and the oral cavity of RA without CLD, suggesting the heterogeneity of RA.</p>
</sec>
</abstract>
<kwd-group>
<kwd>rheumatoid arthritis</kwd>
<kwd>anti-<italic>Porphyromonas gingivalis</italic> antibodies</kwd>
<kwd>emphysema</kwd>
<kwd>chronic lung disease</kwd>
<kwd>citrullinated peptides</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="32"/>
<page-count count="7"/>
<word-count count="4921"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Rheumatology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Pathogenic factors of the chronic autoimmune disease rheumatoid arthritis (RA) featuring destruction of synovial joints (<xref ref-type="bibr" rid="B1">1</xref>), are poorly understood. Chronic lung diseases (CLD) (emphysema [EMP], airway disease [AD], interstitial lung disease [ILD]) (<xref ref-type="bibr" rid="B2">2</xref>), can frequently complicate RA, which results in a poor prognosis (<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>Rheumatoid arthritis patients generate many autoreactive antibodies, such as rheumatoid factor (RF) and anti-citrullinated peptide antibody (ACPA), which are thought to be pathogenic. Citrullinated peptides generated in lungs under the influence of smoking, lead to the production of ACPA. Smoking also confers a poor prognosis in RA patients (<xref ref-type="bibr" rid="B9">9</xref>). Periodontal disease, associated with infection by <italic>Porphyromonas gingivalis</italic> (<italic>P. gingivalis</italic>) has links to RA (<xref ref-type="bibr" rid="B10">10</xref>). Endogenous peptidyl-arginine-deiminase from <italic>P. gingivalis</italic> mediates oral cavity citrullinated peptide production, leading to the generation of ACPA (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>Anti-<italic>P. gingivalis</italic> antibody (Ab) analysis for the diagnosis of periodontal disease (<xref ref-type="bibr" rid="B12">12</xref>) showed anti-<italic>P. gingivalis</italic> Ab titers were decreased after treatment (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). The levels of anti-<italic>P. gingivalis</italic> whole-cell Ab highly correlated to anti-<italic>P. gingivalis</italic> lipopolysaccharide (LPS) Ab levels (<xref ref-type="bibr" rid="B15">15</xref>). Anti-<italic>P. gingivalis</italic> Ab levels are increased in atherosclerosis (<xref ref-type="bibr" rid="B16">16</xref>), hyperlipidemia (<xref ref-type="bibr" rid="B17">17</xref>), RA (<xref ref-type="bibr" rid="B10">10</xref>), and chronic kidney disease (<xref ref-type="bibr" rid="B18">18</xref>). However, treatment of periodontal disease did not alter RA disease activity (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>Serum anti-<italic>P. gingivalis</italic> Ab levels might reflect <italic>P. gingivalis</italic> infection, which increases the risk of developing some diseases. The amounts of anti-<italic>P. gingivalis</italic> LPS Ab in RA complicated with CLD could be lower than those without CLD, since citrullinated peptides might be generated in lung of RA with CLD and in oral cavity of RA without CLD, respectively. However, there are few reports on amounts of anti-<italic>P. gingivalis</italic> Ab in RA complicated by CLD. This investigation measured anti-<italic>P. gingivalis</italic> Ab in RA complicated by CLD.</p>
</sec>
<sec id="S2">
<title>Material and methods</title>
<sec id="S2.SS1">
<title>Patients</title>
<p>Overall, 637 RA patients with chest computed tomography findings and 52 healthy controls (HCs) at Miyakonojo Medical Center, Himeji Medical Center, Nagasaki Medical Center, Tokyo National Hospital, Nagoya Medical Center, and Sagamihara National Hospital were recruited. All RA cases fulfilled the RA criteria (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>). Those with ILD, AD, EMP, or no CLD [CLD(&#x2212;)] were diagnosed using chest computed tomography as described elsewhere (<xref ref-type="bibr" rid="B23">23</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>): ILD (irregular linear opacities and honeycombing, bilateral ground-glass attenuation patterns predominantly in subpleural and basal regions), AD (centrilobular or peribronchial nodules and branching linear structures, bronchial dilatation, bronchial wall thickening, or atelectasis), EMP (low attenuation area or bullae), or CLD(&#x2212;) (no abnormalities in computed tomography images). RA patients with the other chest computed tomography patterns were excluded from this study. Steinbrocker stages were evaluated as described (<xref ref-type="bibr" rid="B26">26</xref>).</p>
<p>This study complied with the Declaration of Helsinki. The study received approval from the Research Ethics Committee of Tokyo National Hospital (190010) and Research Ethics Committees of the institutes involved. Informed written consent was attained from all participants.</p>
</sec>
<sec id="S2.SS2">
<title>Detection of serum anti-P. gingivalis LPS Ab</title>
<p>Serum anti-<italic>P. gingivalis</italic> LPS Ab was measured by a Human anti-P. gingivalis LPS Ab ELISA kit (Chondrex, Inc., Woodinville, WA, USA), as instructed by the manufacturer (<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>).</p>
</sec>
<sec id="S2.SS3">
<title>Statistical analysis</title>
<p>Rheumatoid arthritis patient clinical characteristics were compared using the Student <italic>t</italic>-test or Fisher&#x2019;s exact test with the use of a 2 &#x00D7; 2 contingency table. Anti-<italic>P. gingivalis</italic> LPS Ab amounts were compared by Student&#x2019;s <italic>t</italic>-test or Mann&#x2013;Whitney <italic>U</italic>-test. Correlations between anti-<italic>P. gingivalis</italic> LPS Ab amounts, ACPA titers, and disease activity score 28 (DAS28) were evaluated with Pearson correlation coefficient values. Independent associations of amounts of anti-<italic>P. gingivalis</italic> LPS Ab with EMP in RA were evaluated by multiple logistic regression. The associations of amounts of anti-<italic>P. gingivalis</italic> LPS Ab with EMP were evaluated when conditioned on each clinical manifestation. The associations of each clinical manifestation with EMP were evaluated when conditioned on amounts of anti-<italic>P. gingivalis</italic> LPS Ab.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Clinical characteristics of RA patient subsets</title>
<p>Comparisons of RA subset clinical characteristics were compared to those with RA cases without CLD (<xref ref-type="table" rid="T1">Table 1</xref>). Mean ages, male percentages, onset age, ever smoker percentage, and percentage of Steinbrocker stages III or IV, were higher in RA complicated with ILD or EMP. The body mass index (BMI) was lower and the age at onset as well as the mean age were higher for RA with AD. Increased RF levels were observed for RA with ILD, and ACPA levels were decreased in RA with EMP.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Clinical characteristics of RA subsets.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="center">ILD</td>
<td valign="top" align="left"></td>
<td valign="top" align="center">AD</td>
<td valign="top" align="left"></td>
<td valign="top" align="center">EMP</td>
<td valign="top" align="left"></td>
<td valign="top" align="center">CLD(&#x2212;)</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left"></td>
<td valign="top" align="left"><italic>P</italic></td>
<td valign="top" align="left"></td>
<td valign="top" align="left"><italic>P</italic></td>
<td valign="top" align="left"></td>
<td valign="top" align="left"><italic>P</italic></td>
<td valign="top" align="left"></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Number</td>
<td valign="top" align="left">167</td>
<td/>
<td valign="top" align="left">167</td>
<td/>
<td valign="top" align="left">39</td>
<td/>
<td valign="top" align="left">264</td>
</tr>
<tr>
<td valign="top" align="left">Age, years (SD)</td>
<td valign="top" align="left">69.1 (8.7)</td>
<td valign="top" align="left">2.35 &#x00D7; 10<sup>&#x2013;14</sup></td>
<td valign="top" align="left">68.0 (10.5)</td>
<td valign="top" align="left">1.81 &#x00D7; 10<sup>&#x2013;9</sup></td>
<td valign="top" align="left">66.8 (8.2)</td>
<td valign="top" align="left">0.0005</td>
<td valign="top" align="left">61.3 (11.8)</td>
</tr>
<tr>
<td valign="top" align="left">Male, <italic>n</italic> (%)</td>
<td valign="top" align="left">53 (31.7)</td>
<td valign="top" align="left">0.0016</td>
<td valign="top" align="left">28 (16.8)</td>
<td valign="top" align="left">0.7955</td>
<td valign="top" align="left">24 (61.5)</td>
<td valign="top" align="left">5.50 &#x00D7; 10<sup>&#x2013;8</sup></td>
<td valign="top" align="left">48 (18.2)</td>
</tr>
<tr>
<td valign="top" align="left">Age at onset, years (SD)</td>
<td valign="top" align="left">56.7 (14.4)</td>
<td valign="top" align="left">8.19 &#x00D7; 10<sup>&#x2013;10</sup></td>
<td valign="top" align="left">54.2 (15.6)</td>
<td valign="top" align="left">1.64 &#x00D7; 10<sup>&#x2013;5</sup></td>
<td valign="top" align="left">57.4 (11.7)</td>
<td valign="top" align="left">1.48 &#x00D7; 10<sup>&#x2013;5</sup></td>
<td valign="top" align="left">47.7 (14.2)</td>
</tr>
<tr>
<td valign="top" align="left">Steinbrocker stage III and IV, n (%)</td>
<td valign="top" align="left">68 (41.7)</td>
<td valign="top" align="left">0.0098</td>
<td valign="top" align="left">84 (52.8)</td>
<td valign="top" align="left">0.7628</td>
<td valign="top" align="left">13 (33.3)</td>
<td valign="top" align="left">0.0158</td>
<td valign="top" align="left">145 (54.7)</td>
</tr>
<tr>
<td valign="top" align="left">Ever smoker, <italic>n</italic> (%)</td>
<td valign="top" align="left">71 (45.8)</td>
<td valign="top" align="left">0.0081</td>
<td valign="top" align="left">55 (37.2)</td>
<td valign="top" align="left">0.3262</td>
<td valign="top" align="left">30 (85.7)</td>
<td valign="top" align="left">1.57 &#x00D7; 10<sup>&#x2013;9</sup></td>
<td valign="top" align="left">80 (32.3)</td>
</tr>
<tr>
<td valign="top" align="left">BMI, kg/m<sup>&#x2013;2</sup>, (SD)</td>
<td valign="top" align="left">22.9 (4.0)</td>
<td valign="top" align="left">0.0138</td>
<td valign="top" align="left">20.8 (3.7)</td>
<td valign="top" align="left">0.0064</td>
<td valign="top" align="left">21.2 (3.2)</td>
<td valign="top" align="left">0.2242</td>
<td valign="top" align="left">21.8 (3.4)</td>
</tr>
<tr>
<td valign="top" align="left">RF, IU/ml (SD)</td>
<td valign="top" align="left">501.8 (1136.2)</td>
<td valign="top" align="left">0.0071</td>
<td valign="top" align="left">366.4 (899.5)</td>
<td valign="top" align="left">0.3303</td>
<td valign="top" align="left">285.6 (527.3)</td>
<td valign="top" align="left">0.0693</td>
<td valign="top" align="left">361.0 (1079.4)</td>
</tr>
<tr>
<td valign="top" align="left">ACPA, U/ml (SD)</td>
<td valign="top" align="left">345.4 (714.3)</td>
<td valign="top" align="left">0.3345</td>
<td valign="top" align="left">342.2 (382.4)</td>
<td valign="top" align="left">0.5559</td>
<td valign="top" align="left">203.1 (251.2)</td>
<td valign="top" align="left">0.0382</td>
<td valign="top" align="left">295.2 (318.2)</td>
</tr>
<tr>
<td valign="top" align="left">DAS28</td>
<td valign="top" align="left">3.0 (1.1)</td>
<td valign="top" align="left">0.3073</td>
<td valign="top" align="left">3.2 (1.2)</td>
<td valign="top" align="left">0.0254</td>
<td valign="top" align="left">2.9 (0.9)</td>
<td valign="top" align="left">0.8735</td>
<td valign="top" align="left">2.9 (1.1)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>RA, rheumatoid arthritis; ILD, interstitial lung disease; AD, airway disease; EMP, emphysema; CLD, chronic lung disease; BMI, body mass index; RF, rheumatoid factor; ACPA, anti-citrullinated peptide antibody; SD, standard deviation; Ab, antibody; DAS, disease activity score. The average or positive number in each group is shown. Phenotype frequencies or SDs are shown in parenthesis. Differences compared with the CLD(&#x2212;) population were tested by Fisher&#x2019;s exact test using 2 &#x00D7; 2 contingency tables or Student&#x2019;s <italic>t</italic>-test.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS2">
<title>Detection of anti-P. gingivalis LPS Ab in RA</title>
<p>Anti-<italic>P. gingivalis</italic> LPS Ab was detected in RA patient sera (<xref ref-type="fig" rid="F1">Figure 1</xref>) and comparisons of titers of each RA subset with those without CLD were performed (<xref ref-type="table" rid="T2">Table 2</xref>). Anti-<italic>P. gingivalis</italic> LPS Ab levels in RA with EMP (<italic>P</italic> = 0.0190, mean &#x00B1; standard deviation [SD], 32.7 &#x00B1; 64.2 [&#x00D7;10<sup>3</sup>U/mL]) were significantly lower than those in CLD(&#x2212;)RA (403.5 &#x00B1; 2552.7 [&#x00D7;10<sup>3</sup>U/mL]).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Anti<italic>-P. gingivalis</italic> LPS antibody levels in RA patients and controls. Anti-<italic>P. gingivalis</italic> LPS antibody levels are shown. Filled circles, filled squares, filled diamonds, empty circles, and empty squares represent RA with ILD, RA with AD, RA with EMP, RA without CLD, and HCs, respectively. RA: rheumatoid arthritis, ILD: interstitial lung disease, AD: airway disease, EMP: emphysema, CLD: chronic lung disease, HCs: healthy controls, LPS: lipopolysaccharide.</p></caption>
<alt-text>Scatter plot depicting Anti-P. gingivalis antibody levels (&#x00D7;10&#x005E;3 U/mL) across five groups: ILD, AD, EMP, CLD(-), and HCs. The vertical axis ranges from 0 to 40,000. Notable outliers appear in AD and CLD(-) groups with elevated values, while other groups exhibit lower, clustered values.</alt-text>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmed-12-1654271-g001.tif"/>
</fig>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Association of anti-<italic>P. gingivalis</italic> LPS Ab with the RA subsets.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left"></td>
<td valign="top" align="center"><italic>t</italic>-test</td>
<td valign="top" align="center"><italic>U</italic>-test</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Anti-<italic>P.gingivalis</italic> Ab, X10<sup>3</sup>U/mL (SD)</td>
<td valign="top" align="center"><italic>P</italic></td>
<td valign="top" align="center"><italic>P</italic></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">ILD</td>
<td valign="top" align="left">157.5 (597.7)</td>
<td valign="top" align="center">0.1333</td>
<td valign="top" align="center">0.0009</td>
</tr>
<tr>
<td valign="top" align="left">AD</td>
<td valign="top" align="left">186.1 (1248.2)</td>
<td valign="top" align="center">0.2386</td>
<td valign="top" align="center">0.0002</td>
</tr>
<tr>
<td valign="top" align="left">EMP</td>
<td valign="top" align="left">32.7 (64.2)</td>
<td valign="top" align="center">0.0190</td>
<td valign="top" align="center">0.0005</td>
</tr>
<tr>
<td valign="top" align="left">CLD(+)</td>
<td valign="top" align="left">157.3 (925.8)</td>
<td valign="top" align="center" rowspan="2">0.1342</td>
<td valign="top" align="center" rowspan="2">3.73 &#x00D7; 10<sup>&#x2013;6</sup></td>
</tr>
<tr>
<td valign="top" align="left">CLD(-)</td>
<td valign="top" align="left">403.5 (2552.7)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>RA, rheumatoid arthritis; ILD, interstitial lung disease; AD, airway disease; EMP, emphysema; CLD, chronic lung disease; SD, standard deviation; LPS, lipopolysaccharide; Ab, antibody. The mean of each group is shown. SDs are shown in parentheses. Differences compared with the CLD(&#x2212;) population were tested with the Student&#x2019;s <italic>t</italic>-test or Mann&#x2013;Whitney <italic>U</italic>-test.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The correlation of anti-<italic>P. gingivalis</italic> LPS Ab titers, ACPA levels, and DAS28 were showed in <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>. The weak correlation of anti-<italic>P. gingivalis</italic> LPS Ab amounts and DAS28 was detected in the RA patients (correlation coefficient 0.09, 95% confidence interval [CI] 0.00&#x2013;0.17, <italic>P</italic> = 0.0470), especially in CLD(&#x2212;)RA (correlation coefficient 0.14, 95% CI 0.02&#x2013;0.26, <italic>P</italic> = 0.0225).</p>
<p>The effects of smoking on anti-<italic>P. gingivalis</italic> LPS Ab titers were analyzed and the results were shown in <xref ref-type="supplementary-material" rid="DS2">Supplementary Table 2</xref>. Anti-<italic>P. gingivalis</italic> LPS Ab titers were not different between ever and never smoker groups, though anti-<italic>P. gingivalis</italic> LPS Ab titers in RA with EMP (<italic>P</italic> = 0.0003, mean &#x00B1; SD, 18.9 &#x00B1; 16.4 [&#x00D7;10<sup>3</sup>U/mL]) were significantly lower than CLD(&#x2212;)RA (240.2 &#x00B1; 1088.6 [&#x00D7;10<sup>3</sup>U/mL]) in never smoker group. The effects of smoking on ACPA titers were also analyzed (<xref ref-type="supplementary-material" rid="DS3">Supplementary Table 3</xref>), and no association was detected in this subgroup analysis.</p>
</sec>
<sec id="S3.SS3">
<title>Anti-P. gingivalis LPS Ab is independently related to EMP in RA</title>
<p>Multiple logistic regression analysis was performed to omit the impact of patient clinical characteristics on anti-<italic>P. gingivalis</italic> LPS Ab linked to EMP in RA (<xref ref-type="table" rid="T3">Table 3</xref>). Univariate analysis demonstrated anti-<italic>P. gingivalis</italic> LPS Ab was significantly linked to EMP (<italic>P</italic> = 0.0123, odds ratio [OR] 0.99, 95% CI 0.98&#x2013;1.00) and this persisted to be significant when conditioned on age (<italic>P</italic><sub><italic>adjusted</italic></sub> = 0.0172, OR 0.99, 95% CI 0.99&#x2013;1.00), sex (<italic>P</italic><sub><italic>adjusted</italic></sub> = 0.0243, OR 0.99, 95% CI 0.99&#x2013;1.00), age at onset (<italic>P</italic><sub><italic>adjusted</italic></sub> = 0.0221, OR 0.99, 95% CI 0.99&#x2013;1.00), Steinbrocker stage (<italic>P</italic><sub><italic>adjusted</italic></sub> = 0.0141, OR 0.99, 95% CI 0.98&#x2013;1.00), smoking status (<italic>P</italic><sub><italic>adjusted</italic></sub> = 0.0231, OR 0.99, 95% CI 0.99&#x2013;1.00), BMI (<italic>P</italic><sub><italic>adjusted</italic></sub> = 0.0135, OR 0.99, 95% CI 0.98&#x2013;1.00), RF (<italic>P</italic><sub><italic>adjusted</italic></sub> = 0.0164, OR 0.99, 95% CI 0.98&#x2013;1.00), or ACPA (<italic>P</italic><sub><italic>adjusted</italic></sub> = 0.0193, OR 0.99, 95% CI 0.99&#x2013;1.00), respectively. Thus, these data suggested that anti-<italic>P. gingivalis</italic> LPS Ab was independently associated with EMP in RA.</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Multiple logistic regression analysis of anti-<italic>P. gingivalis</italic> LPS Ab and each clinical manifestation for RA with EMP.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="center" colspan="2">Unconditioned</td>
<td valign="top" align="center"></td>
<td valign="top" align="center" colspan="3">OR and <italic>P</italic> values of anti-<italic>P. gingivalis</italic> LPS Ab when conditioned on each clinical manifestation</td>
<td valign="top" align="center" colspan="3">OR and <italic>P</italic> values of each clinical manifestation when conditioned on anti-<italic>P. gingivalis</italic> LPS Ab</td>
</tr>
<tr>
<td valign="top" align="left">&#x00A0;</td>
<td valign="top" align="center">&#x00A0;</td>
<td valign="top" align="center">&#x00A0;</td>
<td valign="top" align="center">&#x00A0;</td>
<td valign="top" align="left" colspan="3">&#x00A0;</td>
<td valign="top" align="left" colspan="3">&#x00A0;</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="center">OR</td>
<td valign="top" align="center">95%CI</td>
<td valign="top" align="center"><italic>P</italic></td>
<td valign="top" align="center">OR<sub><italic>adjusted</italic></sub></td>
<td valign="top" align="center">95%CI</td>
<td valign="top" align="center"><italic>P</italic><sub><italic>adjusted</italic></sub></td>
<td valign="top" align="center">OR<sub><italic>adjusted</italic></sub></td>
<td valign="top" align="center">95%CI</td>
<td valign="top" align="center"><italic>P</italic><sub><italic>adjusted</italic></sub></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Anti-<italic>P. gingivalis</italic> LPS Ab</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">(0.98&#x2013;1.00)</td>
<td valign="top" align="center">0.0123</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">NA</td>
<td valign="top" align="center">NA</td>
</tr>
<tr>
<td valign="top" align="left">Age, years</td>
<td valign="top" align="center">1.05</td>
<td valign="top" align="center">(1.02&#x2013;1.09)</td>
<td valign="top" align="center">0.0060</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">(0.99&#x2013;1.00)</td>
<td valign="top" align="center">0.0172</td>
<td valign="top" align="center">1.05</td>
<td valign="top" align="center">(1.01&#x2013;1.09)</td>
<td valign="top" align="center">0.0099</td>
</tr>
<tr>
<td valign="top" align="left">Male</td>
<td valign="top" align="center">7.15</td>
<td valign="top" align="center">(3.50&#x2013;14.63)</td>
<td valign="top" align="center">7.12 &#x00D7; 10<sup>&#x2013;8</sup></td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">(0.99&#x2013;1.00)</td>
<td valign="top" align="center">0.0243</td>
<td valign="top" align="center">6.85</td>
<td valign="top" align="center">(3.28&#x2013;14.27)</td>
<td valign="top" align="center">2.87 &#x00D7; 10<sup>&#x2013;7</sup></td>
</tr>
<tr>
<td valign="top" align="left">Age at onset, year</td>
<td valign="top" align="center">1.06</td>
<td valign="top" align="center">(1.03&#x2013;1.09)</td>
<td valign="top" align="center">9.59 &#x00D7; 10<sup>&#x2013;5</sup></td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">(0.99&#x2013;1.00)</td>
<td valign="top" align="center">0.0221</td>
<td valign="top" align="center">1.05</td>
<td valign="top" align="center">(1.02&#x2013;1.08)</td>
<td valign="top" align="center">0.0004</td>
</tr>
<tr>
<td valign="top" align="left">Steinbrocker stage</td>
<td valign="top" align="center">0.60</td>
<td valign="top" align="center">(0.45&#x2013;0.82)</td>
<td valign="top" align="center">0.0011</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">(0.98&#x2013;1.00)</td>
<td valign="top" align="center">0.0141</td>
<td valign="top" align="center">0.62</td>
<td valign="top" align="center">(0.45&#x2013;0.85)</td>
<td valign="top" align="center">0.0028</td>
</tr>
<tr>
<td valign="top" align="left">Ever smoker</td>
<td valign="top" align="center">12.37</td>
<td valign="top" align="center">(4.63&#x2013;33.04)</td>
<td valign="top" align="center">5.29 &#x00D7; 10<sup>&#x2013;7</sup></td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">(0.99&#x2013;1.00)</td>
<td valign="top" align="center">0.0231</td>
<td valign="top" align="center">12.15</td>
<td valign="top" align="center">(4.50&#x2013;32.81)</td>
<td valign="top" align="center">8.45 &#x00D7; 10<sup>&#x2013;7</sup></td>
</tr>
<tr>
<td valign="top" align="left">BMI, kg/m<sup>&#x2013;2</sup></td>
<td valign="top" align="center">0.94</td>
<td valign="top" align="center">(0.84&#x2013;1.04)</td>
<td valign="top" align="center">0.2186</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">(0.98&#x2013;1.00)</td>
<td valign="top" align="center">0.0135</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">(0.86&#x2013;1.07)</td>
<td valign="top" align="center">0.4371</td>
</tr>
<tr>
<td valign="top" align="left">RF (IU/ml)</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">(1.00&#x2013;1.00)</td>
<td valign="top" align="center">0.0059</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">(0.98&#x2013;1.00)</td>
<td valign="top" align="center">0.0164</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">(1.00&#x2013;1.00)</td>
<td valign="top" align="center">0.0166</td>
</tr>
<tr>
<td valign="top" align="left">ACPA (U/ml)</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">(1.00&#x2013;1.00)</td>
<td valign="top" align="center">0.0463</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">(0.99&#x2013;1.00)</td>
<td valign="top" align="center">0.0193</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">(1.00&#x2013;1.00)</td>
<td valign="top" align="center">0.0939</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>RA, rheumatoid arthritis; EMP, emphysema; OR, odds ratio; CI, confidence interval; BMI, body mass index; RF, rheumatoid factor; ACPA, anti-citrullinated peptide antibody; NA, not assessed; LPS, lipopolysaccharide; Ab, antibody. In the left column, <italic>P</italic>, OR, and 95%CI were calculated by univariate logistic regression analysis for RA with EMP. In the center column, <italic>P</italic><sub><italic>adjusted</italic></sub>, and OR<sub><italic>adjusted</italic></sub>, and 95%CI of anti-<italic>P. gingivalis</italic> LPS antibody were calculated by multivariate logistic regression analysis for RA with EMP, when conditioned on each clinical manifestation (for example, anti-<italic>P. gingivalis</italic> antibody and age). In the right column, <italic>P</italic><sub><italic>adjusted</italic></sub>, and OR<sub><italic>adjusted</italic></sub>, and 95%CI of each clinical manifestation were calculated by multivariate logistic regression analysis for RA with EMP, when conditioned on anti-<italic>P. gingivalis</italic> LPS antibody.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS4">
<title>Comparison of anti-P. gingivalis LPS Ab between RA subsets and controls</title>
<p>Measurement of anti-<italic>P. gingivalis</italic> LPS Ab indicated increased levels in RA patients without CLD, and overall RA patients, compared with HCs (<xref ref-type="table" rid="T4">Table 4</xref>). Thus, compared with HCs, higher anti-<italic>P. gingivalis</italic> LPS Ab amounts were noted in overall RA cases, especially CLD(&#x2212;)RA.</p>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>A comparison of anti-<italic>P. gingivalis</italic> LPS Ab between RA subsets and controls.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left"><italic>t</italic>-test</td>
<td valign="top" align="left"><italic>U</italic>-test</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left"><italic>P</italic></td>
<td valign="top" align="left"><italic>P</italic></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">ILD</td>
<td valign="top" align="left">0.1320</td>
<td valign="top" align="left">0.5779</td>
</tr>
<tr>
<td valign="top" align="left">AD</td>
<td valign="top" align="left">0.2787</td>
<td valign="top" align="left">0.7351</td>
</tr>
<tr>
<td valign="top" align="left">EMP</td>
<td valign="top" align="left">0.1066</td>
<td valign="top" align="left">0.4272</td>
</tr>
<tr>
<td valign="top" align="left">CLD(+)</td>
<td valign="top" align="left">0.1432</td>
<td valign="top" align="left">0.7559</td>
</tr>
<tr>
<td valign="top" align="left">CLD(-)</td>
<td valign="top" align="left">0.0412</td>
<td valign="top" align="left">0.0061</td>
</tr>
<tr>
<td valign="top" align="left">Overall RA</td>
<td valign="top" align="left">0.0161</td>
<td valign="top" align="left">0.1658</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left"><bold>Anti-<italic>P.gingivalis</italic> Ab, X10<sup>3</sup>U/mL (SD)</bold></td>
<td valign="top" align="left"></td>
</tr>
<tr>
<td valign="top" align="left">Overall RA</td>
<td valign="top" align="left">259.5 (1793.3)</td>
<td rowspan="2"/>
</tr>
<tr>
<td valign="top" align="left">HC (<italic>n</italic> = 52)</td>
<td valign="top" align="left">77.6 (183.7)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>RA, rheumatoid arthritis; ILD, interstitial lung disease; AD, airway disease; EMP, emphysema; CLD, chronic lung disease; HCs, healthy controls; SD, standard deviation; LPS, lipopolysaccharide; Ab, antibody. Differences compared with the HC group were tested with the Student&#x2019;s <italic>t</italic>-test or Mann&#x2013;Whitney <italic>U</italic>-test. SDs are shown in parentheses.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>In this study, it was revealed that anti-<italic>P. gingivalis</italic> LPS Ab amounts reported for RA with EMP were lower compared with RA without CLD and this association was independent. Additionally, higher anti-<italic>P. gingivalis</italic> LPS Ab amounts were observed for RA cases without CLD compared with HCs. In RA without CLD, citrullinated peptides are mainly generated in the oral cavity under the influence of periodontal disease, leading to the production of ACPA. In RA with CLD, especially with EMP, citrullinated peptides are mainly generated in the lung under the influence of smoking leading to the production of ACPA. These findings indicate the pathogenesis of RA might be heterogeneous. It was reported that the endogenous peptidyl-arginine-deiminase of <italic>P. gingivalis</italic> develops citrullinated peptides as autoantigens of ILD, leading to the production of ACPA (<xref ref-type="bibr" rid="B30">30</xref>). However, our data did not support that hypothesis. RA without CLD, &#x201C;oral cavity RA&#x201D;, would be partially overlapped with younger age onset RA populations and RA patients with CLD, &#x201C;lung RA&#x201D;, would be partially overlapped with elder age onset RA populations. The precise information of these heterogeneous features of RA should be investigated and would help to establish personalized medicine of RA.</p>
<p>In previous studies, increased amounts of anti-<italic>P. gingivalis</italic> Ab were reported for RA cases compared to HCs (<xref ref-type="bibr" rid="B10">10</xref>). We confirmed increased amounts of anti-<italic>P. gingivalis</italic> Ab in RA cases, <italic>per se</italic>, and they were extremely elevated in the CLD(&#x2212;)RA group. Because few studies of anti-<italic>P. gingivalis</italic> Ab amounts in RA with CLD have been reported, our study results could not be precisely compared with previous reports. Amounts of anti-<italic>P. gingivalis</italic> Ab in cases with EMP or bronchitis were reported to be comparable (<xref ref-type="bibr" rid="B31">31</xref>). However, significantly lower amounts of anti-<italic>P. gingivalis</italic> Ab were reported for RA with EMP than for RA without CLD in this study. Because a similar pathogenesis is suspected to be involved in periodontal disease and EMP (<xref ref-type="bibr" rid="B32">32</xref>), these two disorders might have a similar role in RA pathogenesis in patients without CLD or with EMP, respectively.</p>
<p>Amounts of anti-<italic>P. gingivalis</italic> Ab in RA might be influenced by clinical manifestations. However, the relationship between anti-<italic>P. gingivalis</italic> Ab levels and EMP remained significant, even after clinical manifestation effects were adjusted for multiple logistic regression analyses. Thus, the amount of anti-<italic>P. gingivalis</italic> Ab measured was independently linked to EMP in RA.</p>
<p>It was known that ILD and AD resulted in a poor prognosis in RA (<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>). The coexistence of EMP and ILD conferred a poorer prognosis in RA (<xref ref-type="bibr" rid="B8">8</xref>). However, few studies on the prognosis of RA patients with EMP were conducted. Thus, the precise characterization of the RA subpopulation with EMP should be performed.</p>
<p>This study reports previously unknown findings related to anti-<italic>P. gingivalis</italic> Ab amounts in RA cases with EMP including low levels in RA complicated by EMP. However, anti-<italic>P. gingivalis</italic> Ab amounts in RA with other CLD including AD and ILD were lower than CLD(&#x2212;)RA, when examined with <italic>U</italic>-test. The stratified analyses of anti-<italic>P. gingivalis</italic> LPS Ab or ACPA titers on smoking status were conducted, and anti-<italic>P. gingivalis</italic> LPS Ab titers in RA with EMP were lower than CLD(&#x2212;)RA in never smoker group. However, anti-<italic>P. gingivalis</italic> Ab amounts in RA with other CLD including AD and ILD were lower than CLD(&#x2212;)RA, when examined with <italic>U</italic>-test. ACPA titers in ever smoker group were higher than those in never smoker group in CLD(&#x2212;)RA, when examined with <italic>U</italic>-test. The correlations of anti-<italic>P. gingivalis</italic> LPS Ab titers with ACPA or DAS28 were also analyzed and the correlation of anti-<italic>P. gingivalis</italic> LPS Ab titers and DAS28 was found in the RA patients. Since considerable variations of anti-<italic>P. gingivalis</italic> LPS Ab titers between individuals were detected in this study and sample size of the present study was modest, statistical powers were not enough for these subgroup analyses. Study limitations included the modest sample size and the fact that only Japanese populations were included. Thus, large-scale studies of different ethnic populations should be undertaken. Information on periodontal disease reported for patients with RA was not attained here; thus, putative direct correlations between periodontal disease and EMP in RA patients require further examination.</p>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>We investigated anti-<italic>P. gingivalis</italic> LPS Ab in RA with or without CLD. Anti-<italic>P. gingivalis</italic> LPS Ab levels in RA with EMP were lower compared with RA without CLD. Multiple logistic regression analyses showed the independence of this association. Anti-<italic>P. gingivalis</italic> LPS Ab amounts were increased in RA without CLD compared with healthy controls. Citrullinated peptides were mainly generated in the lung of RA with CLD, &#x201C;lung RA&#x201D;, and in the oral cavity of RA without CLD, &#x201C;oral cavity RA&#x201D;. RA without CLD would be partially overlapped with younger age onset RA populations and RA patients with CLD would be partially overlapped with elder age onset RA populations. These data suggested the heterogeneity of RA and the precise information of these heterogeneous features of RA would help to establish personalized medicine of RA.</p>
</sec>
</body>
<back>
<sec id="S6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in this study are included in this article/<xref ref-type="supplementary-material" rid="DS1">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="S7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by this study complied with the Declaration of Helsinki. The study received approval from the Research Ethics Committee of Tokyo National Hospital (190010) and Research Ethics Committees of the institutes involved. Informed written consent was attained from all participants. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="S8" sec-type="author-contributions">
<title>Author contributions</title>
<p>SO: Data curation, Investigation, Writing &#x2013; original draft, Formal analysis. TH: Writing &#x2013; review &#x0026; editing, Investigation. KSh: Resources, Writing &#x2013; review &#x0026; editing. MF: Resources, Writing &#x2013; review &#x0026; editing. AH: Writing &#x2013; review &#x0026; editing, Resources. AK: Resources, Writing &#x2013; review &#x0026; editing. KSa: Writing &#x2013; review &#x0026; editing, Resources. NY: Writing &#x2013; review &#x0026; editing, Resources. MS: Resources, Writing &#x2013; review &#x0026; editing. TM: Resources, Writing &#x2013; review &#x0026; editing. NF: Writing &#x2013; review &#x0026; editing, Resources. KM: Resources, Writing &#x2013; review &#x0026; editing. ST: Supervision, Conceptualization, Writing &#x2013; review &#x0026; editing, Funding acquisition, Resources. HF: Formal analysis, Writing &#x2013; review &#x0026; editing, Data curation, Resources, Conceptualization, Investigation, Funding acquisition.</p>
</sec>
<sec id="S9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This study was supported by Grants-in-Aid for Scientific Research (B, C) (26293123, 15K09543, 18K08402, 22591090) and Young Scientists (B) (24791018) from the Japan Society for the Promotion of Science, Grants-in-Aid for Clinical Research from the National Hospital Organization, Health and Labor Science Research Grants from the Ministry of Health, Labor, and Welfare of Japan, Grants-in-Aid of the Practical Research Project for Allergic Diseases and Immunology (Research on Allergic Diseases and Immunology) from the Japan Agency for Medical Research and Development, and Research Grants from The Nakatomi Foundation, Bristol-Myers K.K., Mitsui Sumitomo Insurance Welfare Foundation, Takeda Science Foundation, Daiwa Securities Health Foundation, and the Japan Research Foundation for Clinical Pharmacology. An RA Clinical Investigation Grant was received from Bristol-Myers Squibb Co. The following pharmaceutical companies provided research grants: Astellas Pharma Inc., Merck Sharp and Dohme Inc., Abbott Japan Co., Ltd., Eisai Co., Ltd., Chugai Pharmaceutical Co., Ltd., Mitsubishi Tanabe Pharma Corporation, Pfizer Japan Inc., Teijin Pharma Limited, and Takeda Pharmaceutical Company Limited.</p>
</sec>
<sec id="S10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>HF and the following funders are supported wholly, or partly, by the following. The Takeda Science Foundation is supported by endowments from the Takeda Pharmaceutical Company. The Nakatomi Foundation was established by Hisamitsu Pharmaceutical Co, and the Japan Research Foundation for Clinical Pharmacology is related to Daiichi Sankyo. The Mitsui Sumitomo Insurance Welfare Foundation was established by Mitsui Sumitomo Insurance Co., Ltd, and The Daiwa Securities Health Foundation was established by Daiwa Securities Group Inc. HF received research grants from Bristol-Myers Squibb Co and honoraria from Daiichi Sankyo Co., Ajinomoto Co., Inc., Ltd., Pfizer Japan Inc., Dainippon Sumitomo Pharma Co., Ltd., Luminex Japan Corporation Ltd, Ayumi Pharmaceutical Corporation, and Takeda Pharmaceutical Company. ST received research grants from Astellas Pharma Inc., Abbott Japan Co., Ltd., Eisai Co., Ltd., Chugai Pharmaceutical Co., Ltd., Merck Sharp and Dohme Inc., Mitsubishi Tanabe Pharma Corporation, Takeda Pharmaceutical Company Limited, Teijin Pharma Limited, and Pfizer Japan Inc. and honoraria from Astellas Pharma Inc., Asahi Kasei Pharma Corporation, Chugai Pharmaceutical Co., Ltd., AbbVie GK., Ono Pharmaceutical Co., Ltd., Pfizer Japan Inc., and Mitsubishi Tanabe Pharma Corporation.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S11" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="S12" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="S13" 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/fmed.2025.1654271/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmed.2025.1654271/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.pdf" id="DS1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_2.pdf" id="DS2" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_3.pdf" id="DS3" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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