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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.2019.03129</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Non-coding RNAs in Rheumatoid Arthritis: From Bench to Bedside</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Jinghua</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="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/738669/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yan</surname> <given-names>Shushan</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/678624/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yang</surname> <given-names>Jinghan</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="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/805364/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Lu</surname> <given-names>Hongying</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Xu</surname> <given-names>Donghua</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="c002"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/484565/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Wang</surname> <given-names>Zengyan</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Clinical Medicine College, Weifang Medical University</institution>, <addr-line>Weifang</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Rheumatology, The Affiliated Hospital of Weifang Medical University</institution>, <addr-line>Weifang</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Gastrointestinal and Anal Diseases Surgery, The Affiliated Hospital of Weifang Medical University</institution>, <addr-line>Weifang</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>Functional Laboratory, Clinical Medicine College of Weifang Medical University</institution>, <addr-line>Weifang</addr-line>, <country>China</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Operating Room, Zhucheng People&#x00027;s Hospital</institution>, <addr-line>Zhucheng</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Pier Luigi Meroni, Italian Auxological Institute (IRCCS), Italy</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Tatsuya Atsumi, Hokkaido University, Japan; Chary Lopez-Pedrera, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Spain</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Zengyan Wang <email>2165056469&#x00040;qq.com</email></corresp>
<corresp id="c002">Donghua Xu <email>flower322&#x00040;163.com</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Autoimmune and Autoinflammatory Disorders, a section of the journal Frontiers in Immunology</p></fn>
<fn fn-type="other" id="fn002"><p>&#x02020;These authors share first authorship</p></fn></author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>01</month>
<year>2020</year>
</pub-date>
<pub-date pub-type="collection">
<year>2019</year>
</pub-date>
<volume>10</volume>
<elocation-id>3129</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>06</month>
<year>2019</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>12</month>
<year>2019</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2020 Wang, Yan, Yang, Lu, Xu and Wang.</copyright-statement>
<copyright-year>2020</copyright-year>
<copyright-holder>Wang, Yan, Yang, Lu, Xu and Wang</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>Rheumatoid arthritis is a common systemic and autoimmune disease characterized by symmetrical and inflammatory destruction of distal joints. Its primary pathological characters are synovitis and vasculitis. Accumulating studies have implicated the critical role of non-coding RNAs (ncRNAs) in inflammation and autoimmune regulation, primarily including microRNA (miRNA), long non-coding RNA (lncRNA), and circular RNA (circRNA). NcRNAs are significant regulators in distinct physiological and pathophysiological processes. Many validated non-coding RNAs have been identified as promising biomarkers for the diagnosis and treatment of RA. This review will shed some light on RA pathogenesis and be helpful for identifying potential ncRNA biomarkers for RA.</p></abstract>
<kwd-group>
<kwd>circRNA</kwd>
<kwd>exosome</kwd>
<kwd>lncRNA</kwd>
<kwd>microRNA</kwd>
<kwd>non-coding RNA</kwd>
<kwd>rheumatoid arthritis</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="99"/>
<page-count count="9"/>
<word-count count="6455"/>
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</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Rheumatoid arthritis (RA) is a type of chronic autoimmune disease, characterized by synovitis and vasculitis in pathology. It is a highly disabling disease due to joint deformity and loss of function (<xref ref-type="bibr" rid="B1">1</xref>). The main clinical features of RA typically are symmetrical polyarthritis with distal joint redness, swelling, and pain, especially the small joints of hands and feet (<xref ref-type="bibr" rid="B2">2</xref>). Approximately 1% of the population is affected with RA worldwide, with a higher prevalence in Europeans and Asians (<xref ref-type="bibr" rid="B3">3</xref>). Studies have implicated the significant and complex roles of genetic factor and environmental factor in the etiology of RA (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). It has been well-documented that inflammatory response and immunological disorders critically contribute to RA. However, the precise pathogenesis and etiology of RA remain to be completely elucidated (<xref ref-type="bibr" rid="B6">6</xref>). To the best of our knowledge, common laboratory tests used for RA generally include erythrocyte sedimentation rate (ESR), c-reactive protein (CRP), rheumatoid factor (RF), and anti-cyclic peptide containing citrulline (anti-CCP) antibodies (<xref ref-type="bibr" rid="B7">7</xref>). Nevertheless, they lack specificity and have low priority. As a result, identification of novel and promising biomarkers for RA is essential for its early diagnosis and treatment.</p>
<p>In human, non-protein coding genes occupy &#x0007E;70% of the genome. Accumulating data have suggested non-coding RNAs (ncRNAs) play important roles in regulating autoimmunity and inflammation (<xref ref-type="bibr" rid="B8">8</xref>). Due to increasing development of microarray sequencing techniques and bioinformatics analysis, many ncRNAs have been identified and validated in many kinds of diseases (<xref ref-type="bibr" rid="B9">9</xref>&#x02013;<xref ref-type="bibr" rid="B12">12</xref>). They can be regarded as promising biomarkers predicting the occurrence and progression of cancer, cardiovascular disease and autoimmune disease, and so on (<xref ref-type="bibr" rid="B9">9</xref>&#x02013;<xref ref-type="bibr" rid="B12">12</xref>). Different autoimmune disease has different ncRNA expression profile in diverse cells and tissues. In addition, there are still some ncRNAs dysregulated in several kinds of inflammatory or autoimmune diseases with similarities. Accumulating studies have suggested some ncRNAs are specifically expressed in RA, mainly including microRNAs (miRNAs), long non-coding RNAs (lncRNAs), and circular RNAs (circRNAs) (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). Previously, we have identified the specific profile of miRNAs and lncRNAs differentially expressed in RA, which can serve as promising markers for RA diagnosis and treatment (<xref ref-type="bibr" rid="B15">15</xref>&#x02013;<xref ref-type="bibr" rid="B17">17</xref>). Nonetheless, the modifying effects and molecular mechanism of those specifically expressed ncRNAs in RA pathogenesis have not been fully elucidated up to date.</p>
<p>In the present study, some functional ncRNAs have been listed in <xref ref-type="table" rid="T1">Table 1</xref>. The potential targets and mechanisms of them are also summarized. We aim to focus on the current knowledge of ncRNAs in RA, primarily including miRNAs, lncRNAs, and circRNAs by reviewing all currently published studies. Clarification of the expression and molecular mechanism of dysregulated ncRNAs in inflammation and autoimmunity will help to understand the pathogenesis of RA. Most importantly, identifying the targeted genes of those aberrantly expressed ncRNAs in RA will be useful for investigating promising biomarkers for its early diagnosis and efficient treatment.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Aberrant expressed ncRNAs in RA.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>NcRNAs</bold></th>
<th valign="top" align="left"><bold>Target</bold></th>
<th valign="top" align="left"><bold>Site</bold></th>
<th valign="top" align="left"><bold>Expression</bold></th>
<th valign="top" align="left"><bold>Signaling</bold></th>
<th valign="top" align="left"><bold>References</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="6"><bold>MiRNA</bold></td>
</tr>
<tr>
<td valign="top" align="left">miR-548a-3p</td>
<td valign="top" align="left">TLR4</td>
<td valign="top" align="left">Serum, PBMC</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">TLR4/NF-&#x003BA;B signaling</td>
<td valign="top" align="left">Wang et al. (<xref ref-type="bibr" rid="B15">15</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">miR-6089</td>
<td valign="top" align="left">TLR4</td>
<td valign="top" align="left">Serum, PBMC</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">TLR4 signaling</td>
<td valign="top" align="left">Xu et al. (<xref ref-type="bibr" rid="B16">16</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">miRNA-150-5p</td>
<td valign="top" align="left">MMP14/VEGF</td>
<td valign="top" align="left">Mesenchymal cell-derived exosomes</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Chen et al. (<xref ref-type="bibr" rid="B18">18</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">miR-338-5p</td>
<td valign="top" align="left">NFAT5</td>
<td valign="top" align="left">Synoviocytes</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Guo et al. (<xref ref-type="bibr" rid="B19">19</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">miR-708-5p</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Synoviocytes</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Wnt3a/&#x003B2;-catenin pathway</td>
<td valign="top" align="left">Wu et al. (<xref ref-type="bibr" rid="B20">20</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">miR-143-3p</td>
<td valign="top" align="left">IGF1R/IGFBP5</td>
<td valign="top" align="left">Synovium tissues</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Ras/p38 MAPK signaling</td>
<td valign="top" align="left">Yang et al. (<xref ref-type="bibr" rid="B21">21</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">miR146a/b</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Peripheral blood and joint tissues</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Churov et al. (<xref ref-type="bibr" rid="B22">22</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">miR155</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Peripheral blood and joint tissues</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Churov et al. (<xref ref-type="bibr" rid="B22">22</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">miR16</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Peripheral blood and joint tissues</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Churov et al. (<xref ref-type="bibr" rid="B22">22</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">miR223</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Peripheral blood and joint tissues</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Churov et al. (<xref ref-type="bibr" rid="B22">22</xref>)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="6"><bold>LncRNA</bold></td>
</tr>
<tr>
<td valign="top" align="left">RNA143598</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Serum</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Xu et al. (<xref ref-type="bibr" rid="B17">17</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">RNA143596</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Serum</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Xu et al. (<xref ref-type="bibr" rid="B17">17</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">HIX0032090</td>
<td valign="top" align="left">lncRNA-mRNA network</td>
<td valign="top" align="left">Serum</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">NF-&#x003BA;B signaling</td>
<td valign="top" align="left">Xu et al. (<xref ref-type="bibr" rid="B17">17</xref>); Yan et al. (<xref ref-type="bibr" rid="B23">23</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">IGHC&#x003B3;l</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Serum</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Xu et al. (<xref ref-type="bibr" rid="B17">17</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">XLOC-002730</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Serum</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Xu et al. (<xref ref-type="bibr" rid="B17">17</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">H19</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Synovium tissues</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">MAPK/PI3K pathway</td>
<td valign="top" align="left">Stuhlmuller et al. (<xref ref-type="bibr" rid="B24">24</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">LincRNA-p21</td>
<td valign="top" align="left">RELA</td>
<td valign="top" align="left">Peripheral blood</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">NF-&#x003BA;B/PKcs signaling</td>
<td valign="top" align="left">Spurlock et al. (<xref ref-type="bibr" rid="B25">25</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">C5T1lncRNA</td>
<td valign="top" align="left">C5</td>
<td valign="top" align="left">PBMC and tissues</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Messemaker et al. (<xref ref-type="bibr" rid="B26">26</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">LOC100652951</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">T cells</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Lu et al. (<xref ref-type="bibr" rid="B27">27</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">LOC100506036</td>
<td valign="top" align="left">SMPD1/NFAT1</td>
<td valign="top" align="left">T cells</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Lu et al. (<xref ref-type="bibr" rid="B27">27</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">LncRNANTT</td>
<td valign="top" align="left">PBOV1</td>
<td valign="top" align="left">Monocyte/macrophage</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">NTT/PBOV1 axis</td>
<td valign="top" align="left">Yang et al. (<xref ref-type="bibr" rid="B28">28</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">HOTAIR</td>
<td valign="top" align="left">miR-138</td>
<td valign="top" align="left">Chondrocytes</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">NF-&#x003BA;B signaling</td>
<td valign="top" align="left">Zhang et al. (<xref ref-type="bibr" rid="B29">29</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">lncRNA S5645.1</td>
<td valign="top" align="left">miR-152/miR-20</td>
<td valign="top" align="left">Peripheral blood and tissues</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Jiang et al. (<xref ref-type="bibr" rid="B30">30</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">lncRNA XR_006437.1</td>
<td valign="top" align="left">XR_006437.1-miRNA-mRNA network</td>
<td valign="top" align="left">Peripheral blood and tissues</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Jiang et al. (<xref ref-type="bibr" rid="B30">30</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">lncRNA J01878</td>
<td valign="top" align="left">J01878-miRNA-mRNA network</td>
<td valign="top" align="left">Peripheral blood and tissues</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Jiang et al. (<xref ref-type="bibr" rid="B30">30</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">lncRNA GAPLINC</td>
<td valign="top" align="left">miR-382-5p/miR-575</td>
<td valign="top" align="left">Fibroblast-Like synoviocytes</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">GAPLINC-related pathways</td>
<td valign="top" align="left">Mo et al. (<xref ref-type="bibr" rid="B31">31</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">ZFAS1</td>
<td valign="top" align="left">miR-27a</td>
<td valign="top" align="left">Fibroblast-Like synoviocytes</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Ye et al. (<xref ref-type="bibr" rid="B32">32</xref>)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="6"><bold>CircRNA</bold></td>
</tr>
<tr>
<td valign="top" align="left">circ_102594</td>
<td valign="top" align="left">circRNA-miRNA ceRNA network</td>
<td valign="top" align="left">PBMC</td>
<td valign="top" align="left">Down</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Zheng et al. (<xref ref-type="bibr" rid="B14">14</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">circ_103334</td>
<td valign="top" align="left">circRNA-miRNA ceRNA network</td>
<td valign="top" align="left">PBMC</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Zheng et al. (<xref ref-type="bibr" rid="B14">14</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">circ_104194</td>
<td valign="top" align="left">circRNA-miRNA ceRNA network</td>
<td valign="top" align="left">PBMC</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Zheng et al. (<xref ref-type="bibr" rid="B14">14</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">circ_104593</td>
<td valign="top" align="left">circRNA-miRNA ceRNA network</td>
<td valign="top" align="left">PBMC</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Zheng et al. (<xref ref-type="bibr" rid="B14">14</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">circRNA_003524</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">PBMC</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Ouyang et al. (<xref ref-type="bibr" rid="B33">33</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">circRNA_103047</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">PBMC</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Ouyang et al. (<xref ref-type="bibr" rid="B33">33</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">circRNA_104871</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">PBMC</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Ouyang et al. (<xref ref-type="bibr" rid="B33">33</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">circRNA_101873</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">PBMC</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Ouyang et al. (<xref ref-type="bibr" rid="B33">33</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">circ_0001859</td>
<td valign="top" align="left">ATF2</td>
<td valign="top" align="left">Synovium tissues</td>
<td valign="top" align="left">Up</td>
<td valign="top" align="left">miR-204/211/ATF2</td>
<td valign="top" align="left">Li et al. (<xref ref-type="bibr" rid="B34">34</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap></sec>
<sec id="s2">
<title>MiRNAs</title>
<p>MiRNAs are evolutionarily conserved and usually have a length of 18&#x02013;25 nucleotides, which regulate the expression of targeted genes at the post-transcriptional level by promoting the degradation of mRNA or repressing its translation (<xref ref-type="bibr" rid="B7">7</xref>). Accumulated studies have suggested the critical role of miRNAs in several kinds of autoimmune diseases, such as systemic lupus erythematosus (SLE), RA and Sj&#x000F6;gren&#x00027;s syndrome (<xref ref-type="bibr" rid="B35">35</xref>). However, the expression and function of those aberrantly expressed miRNAs may be different in diverse autoimmune diseases. MiRNAs play a pivotal role in the regulation of multiple physiological and pathological processes, including cell cycle, stem cell maintenance, organ development, angiogenesis, and carcinogenesis (<xref ref-type="bibr" rid="B36">36</xref>). A number of well-established miRNAs have been regarded as candidate biomarkers for RA due to their critical role in regulating inflammation and autoimmunity (<xref ref-type="bibr" rid="B37">37</xref>). They are widely expressed in various cells, tissues, or microsomes and contribute to the pathogenesis of RA (<xref ref-type="bibr" rid="B37">37</xref>). Besides, some miRNAs are differentially expressed in response to TNF inhibitor treatment and other conventional therapies (<xref ref-type="bibr" rid="B38">38</xref>). Accordingly, miRNA can serve as predictive factor for the clinical response to biological therapies among RA patients.</p>
<p>As shown in <xref ref-type="table" rid="T1">Table 1</xref>, a variety of miRNAs are differentially expressed and dysregulated in RA, which can negatively regulate targeted genes, such as those genes encoding cytokines, chemokines, and inflammation-related signaling molecules, and thus participate in the pathogenesis of RA (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>). Moreover, it has been well-established some nanovesicles-delivered miRNAs specially expressed in RA and exert modifying effects on inflammation and autoimmunity, such as exosomes-encapsulated miRNAs (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). Exosomes are cell-derived vesicles encapsulating functional molecules such as RNAs, DNAs, proteins, and lipids (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>). Exosomes usually mediate intracellular communication by delivering functional RNAs from donor to receipted cells, including ncRNAs of miRNAs, lncRNAs as well as circRNAs (<xref ref-type="fig" rid="F1">Figure 1</xref>). Mounting data have implicated exosomes and their encapsulated functional ncRNAs have been recognized as potential biomarkers for RA, especially exosome-encapsulated miRNAs (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B43">43</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Signaling pathway of ncRNAs in RA. NcRNAs (miRNA, lncRNA, circRNA) are involved in regulating inflammation and autoimmunity, such as immune cell activation, differentiation, and polarization. Some ncRNAs are encapsulated in nanovesicles and exert critical effects on inflammatory and immune cells, and some can function as ceRNA by sponging miRNAs in RA. NcRNAs participate in RA inflammation and autoimmune disorders primarily through TLR4/NF-&#x003BA;B, MAPK/PI3K, and Wnt3a/&#x003B2;-catenin signaling pathways, and so on.</p></caption>
<graphic xlink:href="fimmu-10-03129-g0001.tif"/>
</fig>
<p>Growing data have revealed that many free miRNAs and exosome-delivered miRNAs are closely associated with RA (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>). The molecular mechanism of differentially expressed miRNAs in RA has been widely investigated by many published studies, particularly regarding their altering effects on inflammation and autoimmunity (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B46">46</xref>&#x02013;<xref ref-type="bibr" rid="B48">48</xref>). Toll-like receptors (TLRs), such as TLR2 and TLR4, are vital pattern recognition receptors (PRRs) functioning as a bridge linking immunomodulation and inflammatory response in many autoimmune diseases, including RA (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B50">50</xref>). Mechanisms of different TLRs in immune and inflammatory cells have been extensively investigated (<xref ref-type="fig" rid="F1">Figure 1</xref>). Our previous study has demonstrated that miR-6089 inhibits inflammatory response via targeting TLR4 (<xref ref-type="bibr" rid="B16">16</xref>). It has been well-documented signaling pathways of TLRs/NF-&#x003BA;B, cytokines, and chemokines as well as Wnt signal play vital roles in regulating inflammatory response and immunological reaction that are involved in RA pathogenesis (<xref ref-type="fig" rid="F1">Figure 1</xref>) (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B46">46</xref>&#x02013;<xref ref-type="bibr" rid="B48">48</xref>). The study by Guo et al. has shown that the proliferation, apoptosis and migration of fibroblast-like synoviocytes in RA can be affected by miR-338-5p via targeting NFAT5 (<xref ref-type="bibr" rid="B19">19</xref>). MiR-708-5p can promote the apoptosis of fibroblast-like synoviocytes and alleviate RA through Wnt3a/&#x003B2;-catenin pathway (<xref ref-type="bibr" rid="B20">20</xref>). MAPK signaling is also well-documented in regulating miRNAs in RA (<xref ref-type="fig" rid="F1">Figure 1</xref>) (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B51">51</xref>). Our previous study has demonstrated that exosome-delivered miR-548a-3p regulates macrophages-mediated inflammation through TLR4/NF-&#x003BA;B signaling pathway in RA (<xref ref-type="bibr" rid="B15">15</xref>). Therefore, miR-548a-3p may serve as a promising marker for RA, because it can alleviate inflammation in RA. The miR-548a-3p/TLR4/NF-&#x003BA;B axis will offer new therapeutic strategies for RA. Taken together, the differentially expressed miRNAs in peripheral circulation or extracellular vesicles or synovium tissues in RA would be identified as important biological targets for the diagnosis and treatment of RA patients. Nevertheless, more pre-clinical or clinical experiments are warranted for more investigations.</p></sec>
<sec id="s3">
<title>LncRNAs</title>
<p>LncRNA is a newly identified non-coding RNA widely expressed in various tissues of the human body, which consists of more than 200 nucleotides in length (<xref ref-type="bibr" rid="B17">17</xref>). According to the structure and function of lncRNA, lncRNAs can be divided into five categories: sense, antisense, bidirectional, intronic, and intergenic (<xref ref-type="bibr" rid="B52">52</xref>). Some lncRNAs exert oncogenic properties in cancer (<xref ref-type="bibr" rid="B53">53</xref>), while some can inhibit the development and progression of malignancies due to distinct expression and biological effects in cancer cells (<xref ref-type="bibr" rid="B54">54</xref>). Accumulating studies have implicated that a variety of lncRNAs are found to be differentially expressed and confer effects on immune cells in several kinds of autoimmune diseases, including RA (<xref ref-type="bibr" rid="B55">55</xref>&#x02013;<xref ref-type="bibr" rid="B58">58</xref>). Different autoimmune diseases have specific lncRNA expression profiles, which may be also specifically expressed in different cells and tissues. Besides, the lncRNA expression profile in RA can be influenced by different therapy strategies demonstrated by Guo et al. (<xref ref-type="bibr" rid="B59">59</xref>). Furthermore, it has been reported that a number of lncRNAs are dysregulated and associated with organ damage in systemic lupus erythematosus (SLE) compared with RA (<xref ref-type="bibr" rid="B60">60</xref>), which suggests a critical role of ncRNA in regulating specific organ damage in autoimmune diseases. LncRNA H19, Hotair, lincRNA-p21, C5T1, LOC100652951, and LOC100506036 have been verified to be dysregulated in T cells, peripheral blood mononuclear cells (PBMCs), exosomes, and synovial cells in RA, which are associated with inflammation and immune reaction in RA (<xref ref-type="table" rid="T1">Table 1</xref>) (<xref ref-type="bibr" rid="B24">24</xref>&#x02013;<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B61">61</xref>). The lncRNA expression profile in RA is different in diverse types of immune cell, such as B cells, nature killer (NK) cells, and T cells, which suggests immune cell-type specificity of lncRNA expression (<xref ref-type="bibr" rid="B62">62</xref>). Identification of aberrantly expressed lncRNAs in RA and exploration of the underlying molecular mechanisms will offer a new direction to understand the pathogenesis of RA.</p>
<p>The regulatory mechanism of lncRNAs is complicated and needs to be investigated by more functional and mechanical experiments. T lymphocytes-mediated autoimmune response plays an important role in the development of RA (<xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B64">64</xref>). Moreover, the abnormally expressed lncRNAs in T cells can influence their function and facilitate or suppress immune and inflammatory reactions in RA, such as lncRNA FAM66C, LOC100652951, and LOC100506036 (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B64">64</xref>, <xref ref-type="bibr" rid="B65">65</xref>). PBMC and exosome-derived Hotair are demonstrated to affect the migration of activated macrophages and the expression of MMP-2 and MMP-13 in RA (<xref ref-type="bibr" rid="B61">61</xref>). An lncRNA NTT/PBOV1 axis has been elucidated by a published study, which is capable of regulating monocyte differentiation in RA (<xref ref-type="bibr" rid="B28">28</xref>). LncRNA HOTAIR is documented to alleviate RA by targeting miR-138 and inhibit the activation of NF-&#x003BA;B pathway in LPS-treated chondrocytes, suggesting an lncRNA-miRNA interaction in RA pathogenesis (<xref ref-type="bibr" rid="B29">29</xref>). In our previous study, five lncRNAs are reported to be significantly up-regulated in serum samples of RA patients, including RNA143598, RNA143596, HIX0032090, IGHC&#x003B3;l, and XLOC-002730 (<xref ref-type="bibr" rid="B17">17</xref>) (<xref ref-type="table" rid="T1">Table 1</xref>). Some of these aberrantly expressed lncRNAs are associated with the disease course, anti-CCP antibody level and disease activity of RA (<xref ref-type="bibr" rid="B17">17</xref>). The bioinformatics analysis indicates that classic signaling pathways of TLRs, cytokines, NF-&#x003BA;B, and IRF3/IRF7 that are most likely involved in RA with regard to lncRNAs regulation (<xref ref-type="bibr" rid="B17">17</xref>). More interestingly, HIX0032090 has been demonstrated to participate in RA pathogenesis by functioning as a competitive endogenous RNA (ceRNA) for miRNA in our recently published study (<xref ref-type="bibr" rid="B23">23</xref>). Nevertheless, more future studies are warranted to elucidate the molecular mechanism of those dysregulated lncRNAs in RA initiation and progression. Taken together, these available data have suggested the immune cell specificity of lncRNA expressed in RA.</p>
<p>Mounting evidence has suggested lncRNA, the same as pseudogenes, circRNAs and competing mRNAs, can function as ceRNA based on a lncRNA-miRNA-mRNA network in autoimmune disease, vascular disease, cancer, and so on (<xref ref-type="table" rid="T1">Table 1</xref> and <xref ref-type="fig" rid="F2">Figure 2</xref>) (<xref ref-type="bibr" rid="B66">66</xref>&#x02013;<xref ref-type="bibr" rid="B70">70</xref>). LncRNA may facilitate the expression and function of the targeted mRNA by sponging miRNA, and thus participates in regulating immune cell activity and function (<xref ref-type="bibr" rid="B71">71</xref>). Jiang et al. have found that three lncRNAs, namely S5645.1, XR_006437.1 and J01878, can serve as promising biomarkers for RA via ceRNA network (<xref ref-type="bibr" rid="B30">30</xref>). It has also been demonstrated that lncRNA GAPLINC enhances cell proliferation, migration, and generation of proinflammatory cytokines by sponging miR-382-5p and miR-575 in fibroblast-like synoviocytes (<xref ref-type="bibr" rid="B31">31</xref>). Similarly, ZFAS1, a newly identified lncRNA in RA, is shown to modulate fibroblast-like synoviocytes migration and invasion by targeting miR-27a as a sponge (<xref ref-type="bibr" rid="B32">32</xref>). As mentioned above, an lncRNA HOTAIR-miR-138-NF-&#x003BA;B axis has also been established in chondrocytes in RA (<xref ref-type="bibr" rid="B29">29</xref>). Accordingly, lncRNA may function through ceRNA mechanism by sponging one or more miRNAs in immune cell or parenchymal cell, such as chondrocytes (<xref ref-type="fig" rid="F2">Figure 2</xref>). Identification of lncRNA-miRNA-mRNA ceRNA network provides new insight into the pathogenesis of RA. Key molecules and signaling pathway in this network will serve as ideal diagnostic and therapeutic targets for RA.</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Functional role of ncRNAs as ceRNA. A number of miRNAs, lncRNAs, circRNAs, pseudogenes, and competing mRNAs can act as ceRNA and promote the expression of targeted mRNAs via sponging miRNAs. CeRNA network is a crucial mechanism of ncRNAs involved in RA pathogenesis.</p></caption>
<graphic xlink:href="fimmu-10-03129-g0002.tif"/>
</fig></sec>
<sec id="s4">
<title>CircRNAs</title>
<p>Circular RNA (circRNA) is an endogenous non-coding RNA, the most representative characteristic of which is the covalently closed RNA circle without 5&#x02032; end caps or 3&#x02032; poly (1) tails (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B72">72</xref>). This circular structure is usually stable with the half-life larger than 48 h (<xref ref-type="bibr" rid="B73">73</xref>). CircRNAs are primarily divided into three types of circRNA including exonic circRNAs (ecircRNAs), circular intronic RNAs (ciRNAs), and exon-intron circRNAs (EIciRNAs) (<xref ref-type="bibr" rid="B74">74</xref>). The production of circRNAs in cells is usually attributed to exon skipping and circularization driven by intron pairing or RNA binding protein (<xref ref-type="bibr" rid="B74">74</xref>). Apart from mammals, numerous circRNAs have been demonstrated to be expressed in fungi, plants, and protists (<xref ref-type="bibr" rid="B75">75</xref>&#x02013;<xref ref-type="bibr" rid="B78">78</xref>). Most importantly, the expression of circRNAs is in a tissue-specific manner (<xref ref-type="bibr" rid="B79">79</xref>). Usually, circRNAs can be found in peripheral blood, exosomes, and tissues. Similar to lncRNA, circRNA can also serve as miRNA sponge, which can combine with miRNAs and thereby insulate them from the natural mRNAs (<xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B80">80</xref>&#x02013;<xref ref-type="bibr" rid="B83">83</xref>) (<xref ref-type="fig" rid="F2">Figure 2</xref>). Available data have revealed ecircRNA confers critical effects on several pathological and physiological processes mainly through ceRNA mechanism in cytoplasm (<xref ref-type="bibr" rid="B74">74</xref>). However, circRNAs of ciRNAs and EIciRNAs usually regulate the targeted genes in nucleus (<xref ref-type="bibr" rid="B84">84</xref>&#x02013;<xref ref-type="bibr" rid="B86">86</xref>). CircRNAs serve as miRNAs sponge and facilitate the expression of targeted mRNAs by inhibiting the effect of miRNA (<xref ref-type="bibr" rid="B82">82</xref>, <xref ref-type="bibr" rid="B87">87</xref>). CeRNA is also an essential way for circRNA in regulations of autoimmunity and inflammation (<xref ref-type="bibr" rid="B88">88</xref>, <xref ref-type="bibr" rid="B89">89</xref>) (<xref ref-type="fig" rid="F2">Figure 2</xref>). However, there are few publications elucidating the ceRNA regulatory mechanism of circRNA in RA up till now.</p>
<p>CircRNAs are suggested in regulating diverse immune disorders due to their various forms of epigenetic modification, for instance, miRNA sponge and miRNA reservoir (<xref ref-type="bibr" rid="B74">74</xref>, <xref ref-type="bibr" rid="B79">79</xref>, <xref ref-type="bibr" rid="B83">83</xref>). Accumulated data have implicated the vital role of circRNAs in multiple kinds of diseases, such as cancer, neurologic disorders and cardiovascular diseases (<xref ref-type="bibr" rid="B74">74</xref>, <xref ref-type="bibr" rid="B90">90</xref>&#x02013;<xref ref-type="bibr" rid="B92">92</xref>). The critical role of circRNAs in antiviral immunity has been well-documented, which offers potential therapeutic strategies for antiviral therapy by targeting circRNAs (<xref ref-type="bibr" rid="B93">93</xref>&#x02013;<xref ref-type="bibr" rid="B95">95</xref>). The study by Ma et al. shows the evidence that circARSP91 promotes cancer immune surveillance by regulating NK cells in liver cancer, suggesting a critical role of circRNA in tumor immunity (<xref ref-type="bibr" rid="B96">96</xref>). In addition, circRNA Malat-1 has been suggested as a key regulator in alloimmune rejection by promoting dendritic cells to induce T cell exhaustion and regulatory T cell generation, which implicates the pivotal role of circRNA in adaptive immunity (<xref ref-type="bibr" rid="B97">97</xref>). Taken together, circRNA plays critical roles not only in innate immunity but adaptive immunity.</p>
<p>During the past few years, the role of circRNAs in RA has drawn more and more attention. There is specific circRNA expression profile in RA as demonstrated by microarray chip analysis (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B98">98</xref>). As shown in <xref ref-type="table" rid="T1">Table 1</xref>, many circRNAs have been documented to be aberrantly expressed in RA, such as circRNA_092516, circRNA_003524, circRNA_103047, and circRNA_101873. CircRNAs can be up-regulated or down-regulated in peripheral blood or tissues in RA. Interaction between miRNA and circRNA is also revealed in RA, which implicates the circRNA-miRNA network in autoimmune regulation (<xref ref-type="bibr" rid="B99">99</xref>). It has been shown that has-circ-0001859 is identified in synovial tissues, which regulates synovial inflammation via sponging miR-204/211 and targeting ATF1 (<xref ref-type="bibr" rid="B34">34</xref>). Accordingly, circRNAs can regulate RA through ceRNA network (<xref ref-type="fig" rid="F2">Figure 2</xref>). Nevertheless, little is known about the downstream signaling pathway of circRNA in regulating autoimmunity and inflammation. More studies are warranted to elucidate this issue in future. It is also prospective to investigate novel diagnostic and therapeutic strategies for RA by targeting circRNAs.</p></sec>
<sec id="s5">
<title>Conclusions and Future Directions</title>
<p>In the last few years, ncRNAs have been regarded as hot points in many scientific fields worldwide. Role of ncRNAs in regulating inflammation and autoimmunity has drawn widely attention. Although specific expression profiles of miRNAs, lncRNAs and circRNAs in RA have been well-documented in many currently published studies, the molecular mechanism behind ncRNAs regulation in RA is not very clear yet. Those aberrantly expressed ncRNAs participate in the pathogenesis of RA primarily by regulating autoimmunity and inflammation. Up to now, Wnt3a/&#x003B2;-catenin, TLR/NF-&#x003BA;B, and MAPK signaling pathways have been well-established in regulating the differentially expressed ncRNAs in RA. Most interestingly, elucidation of the lncRNA/circRNA-miRNA-mRNA ceRNA network sheds light on the pathogenesis of RA. Researchers are encouraged to investigate novel strategies for the early diagnosis and treatment of RA by targeting ncRNAs and relevant key signaling pathways in the future.</p></sec>
<sec id="s6">
<title>Author Contributions</title>
<p>JW, SY, HL, and JY carried out literature research and reviewed all articles. JW, SY, and HL wrote the paper. ZW and DX edited the article.</p>
<sec>
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec>
</sec>
</body>
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<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This work was supported by grants from the National Natural Science Foundation, China (81601408), Natural Science Foundation for Young Scholars, Shandong, China (ZR2019QH012 and ZR2016HQ12), and Science and Technology Development Program, Weifang, China (2019YX020, 2019GX031, and 2017YX019).</p>
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