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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell Dev. Biol.</journal-id>
<journal-title>Frontiers in Cell and Developmental Biology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell Dev. Biol.</abbrev-journal-title>
<issn pub-type="epub">2296-634X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">748063</article-id>
<article-id pub-id-type="doi">10.3389/fcell.2021.748063</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cell and Developmental Biology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Potential Role of Genetics, Environmental Factors, and Gut Dysbiosis in the Aberrant Non-Coding RNA Expression to Mediate Inflammation and Osteoclastogenic/Osteogenic Differentiation in Ankylosing Spondylitis</article-title>
<alt-title alt-title-type="left-running-head">Liao et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">ncRNA in AS</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Liao</surname>
<given-names>Hsien-Tzung</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1550558/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Tsai</surname>
<given-names>Chang-Youh</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1420842/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lai</surname>
<given-names>Chien-Chih</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1421591/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hsieh</surname>
<given-names>Song-Chou</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sun</surname>
<given-names>Yi-Syuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Ko-Jen</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shen</surname>
<given-names>Chieh-Yu</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Cheng-Han</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lu</surname>
<given-names>Cheng-Hsun</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kuo</surname>
<given-names>Yu-Min</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Tzu-Hao</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chou</surname>
<given-names>Chung-Tei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yu</surname>
<given-names>Chia-Li</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Division of Allergy, Immunology and Rheumatology</institution>, <institution>Taipei Veterans General Hospital</institution>, <institution>National Yang-Ming Chiao-Tung University</institution>, <addr-line>Taipei</addr-line>, <country>Taiwan</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Division of Rheumatology, Immunology and Allergy</institution>, <institution>Department of Internal Medicine</institution>, <institution>National Taiwan University Hospital and National Taiwan University College of Medicine</institution>, <addr-line>Taipei</addr-line>, <country>Taiwan</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Division of Allergy, Immunology and Rheumatology</institution>, <addr-line>Taipei</addr-line>, <country>Taiwan</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Shin Kong Wu Ho-Su Memorial Hospital</institution>, <addr-line>Taipei</addr-line>, <country>Taiwan</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/83806/overview">Wesley H. Brooks</ext-link>, University of South Florida, United&#x20;States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/945883/overview">Hamed Shoorei</ext-link>, Birjand University of Medical Sciences,&#x20;Iran</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/289386/overview">Jeannette Kunz</ext-link>, Nazarbayev University School of Medicine, Kazakhstan</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Chang-Youh Tsai, <email>cytsai@vghtpe.gov.tw</email>; Chia-Li Yu, <email>chialiyu0717@gmail.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Epigenomics and Epigenetics, a section of the journal Frontiers in Cell and Developmental Biology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>748063</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Liao, Tsai, Lai, Hsieh, Sun, Li, Shen, Wu, Lu, Kuo, Li, Chou and Yu.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Liao, Tsai, Lai, Hsieh, Sun, Li, Shen, Wu, Lu, Kuo, Li, Chou and Yu</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Ankylosing spondylitis (AS) or radiographic axial spondyloarthritis is a chronic immune-mediated rheumatic disorder characterized by the inflammation in the axial skeleton, peripheral joints, and soft tissues (enthesis, fascia, and ligament). In addition, the extra-skeletal complications including anterior uveitis, interstitial lung diseases and aortitis are found. The pathogenesis of AS implicates an intricate interaction among HLA (HLA-B27) and non-HLA loci [endoplasmic reticulum aminopeptidase 1 (<italic>ERAP1</italic>), and interleukin-23 receptor (<italic>IL23R</italic>), gut dysbiosis, immune plasticity, and numerous environmental factors (infections, heavy metals, stress, cigarette smoking, etc.) The latter multiple non-genetic factors may exert a powerful stress on epigenetic regulations. These epigenetic regulations of gene expression contain DNA methylation/demethylation, histone modifications and aberrant non-coding RNAs (ncRNAs) expression, leading to inflammation and immune dysfunctions. In the present review, we shall discuss these contributory factors that are involved in AS pathogenesis, especially the aberrant ncRNA expression and its effects on the proinflammatory cytokine productions (TNF-&#x3b1;, IL-17 and IL-23), T&#x20;cell skewing to Th1/Th17, and osteoclastogenic/osteogenic differentiation. Finally, some potential investigatory approaches are raised for solving the puzzles in AS pathogenesis.</p>
</abstract>
<kwd-group>
<kwd>ankylosing spondylitis</kwd>
<kwd>HLA-B27</kwd>
<kwd>endoplasmic reticulum aminopeptidase</kwd>
<kwd>gut dysbiosis</kwd>
<kwd>IL-23/IL-17 axis</kwd>
<kwd>enthesitis</kwd>
<kwd>circular RNA</kwd>
<kwd>osteogenesis/osteoclastogenesis</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Ankylosing spondylitis (AS) and allied diseases, also known as radiographic axial spondyloarthritis (r-AxSpA), are a set of common immune-mediated inflammatory arthritides mainly affecting axial skeleton, particularly the sacroiliac joints, non-synovial spinal joints and enthesis (the connection between tendon and bone). Chronic pain with ankylosis of the spine and disability are the characteristics of AS/r-AxSpA. It is estimated that 0.5% of the world population are affected by AS, rendering it an important health-care and socioeconomic issue. Although the exact etiology and pathogenesis of AS/r-AxSpA remain obscure, genetic predisposition by human leukocyte antigen (HLA)-B27 subtypes is known to have a strong association with the disease. However, other genetic loci of non-major histocompatibility complex (MHC) including endoplasmic reticulum aminopeptidase (<italic>ERAP1</italic>) and interleukin 23 receptor (<italic>IL-23R</italic>), gut microbiome, local immune-metabolomics in gastrointestinal (GI) tract and joints, as well as T&#x20;cell plasticity may also be implicated in its pathogenesis (<xref ref-type="bibr" rid="B161">Voruganti and Bowness, 2020</xref>; <xref ref-type="bibr" rid="B70">Hwang et&#x20;al., 2021</xref>). In addition to musculoskeletal manifestations, the extra-articular complications such as anterior uveitis (AU), interstitial pulmonary fibrosis, osteoporosis, syndesmophyte formation, and cardiovascular diseases (e.g., aortitis) may also occur (<xref ref-type="bibr" rid="B42">El Maghraoui, 2011</xref>; <xref ref-type="bibr" rid="B150">Stolwijk et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B127">Redeker et&#x20;al., 2020</xref>). On the other hand, the effects of some environmental factors have been recognized through studying the relationships of different urinary tract infections and the contaminating inorganic compounds in the urine of AS patients. <xref ref-type="bibr" rid="B146">Shiue (2015)</xref> have reported significantly higher urine concentrations of cadmium, antimony, tungsten, uranium, and trimethylarsine in patients with AS. In a prospective cohort study, <xref ref-type="bibr" rid="B182">Zeboulon-Ktorza et&#x20;al. (2013)</xref> have demonstrated a moderate statistical significance between vaccination and an elevation of Bath ankylosing spondylitis disease activity index (BASDAI) in AS. In spite of these factors, the investigations on the prevalence and influence of multi-morbidities in the disease activity of patients with AS revealed no direct cause-effect relationship between environmental factors and aberrant epigenetic regulation. <xref ref-type="bibr" rid="B45">Fitzgerald et&#x20;al. (2020)</xref> have found that only the individual factors of metabolic syndrome are associated with more severe disease. Based on these backgrounds, we&#x2019;ll discuss consecutively the possible molecular bases underlying the development of AS from viewpoints of genetics, gut dysbiosis, aberrant epigenetic regulation, and immune dysregulation to further understand the immunopathogenesis of AS. A proposed multifactorial co-morbid model in causing AS is depicted in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>A model depicting the possible pathogenetic elements in patients with ankylosing spondylitis: Many genetic, environmental and personal factors are involved in the induction of gut dysbiosis and aberrant epigenetic regulation. Subsequently, these induced pathological changes may lead to intestinal inflammation, immunometabolomic alterations and immune dysfunction. Finally, the musculo-skeletal and extra-articular manifestations&#x20;ensue.</p>
</caption>
<graphic xlink:href="fcell-09-748063-g001.tif"/>
</fig>
</sec>
<sec id="s2">
<title>Proposed Molecular Pathogenetic Mechanisms for AS</title>
<p>At least five hypotheses to account for the molecular pathogenesis in AS patients have been proposed: 1) arthritogenic peptide stimulation, 2) unfolding protein response, 3) HLA-B&#x2a;27 homodimer formation, 4) dysfunction of endoplasmic reticulum aminopeptidase (ERAP), and 5) gut inflammation caused by microbiota dysbiosis (<xref ref-type="bibr" rid="B143">Sharip and Kunz, 2020</xref>). We&#x2019;ll first discuss in detail the link of genetics (HLA subtypes and non-HLA loci) with these hypotheses in the next section.</p>
</sec>
<sec id="s3">
<title>Implication of Genetics in the AS Pathogenesis</title>
<p>HLA-B27 positivity is present in 85&#x2013;95% of patients with AS/r-AxSpA in different ethnicities in the world (<xref ref-type="bibr" rid="B73">Jamalyaria et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B130">Reveille, et&#x20;al., 2019</xref>). However, only 5% of HLA-B27 (&#x2b;) individuals in the general population have AS/r-AxSpA or undifferentiated spondyloarthropathy (USpA) (<xref ref-type="bibr" rid="B3">Akkoc and Khan, 2005</xref>). Nevertheless, HLA-B27 is still considered to be an important genetic factor highly associated with the development of AS. Six mechanisms have been suggested for the disease association; (A) The presentation of an arthritogenic peptide (<xref ref-type="bibr" rid="B44">Faham et&#x20;al., 2017</xref>) to CD8<sup>&#x2b;</sup> T lymphocyte enriched in the inflamed joint (<xref ref-type="bibr" rid="B55">Gracey et&#x20;al., 2020</xref>); (B) The presence of subtype HLA-B27 heavy chain, B&#x2a;27:02, with a greater tendency to fold erroneously and accumulate in endoplasmic reticulum (ER)-derived vesicles. This may lead to a response to an unfolded peptide that can activate intracellular biochemical events and upregulate proinflammatory cytokines such as interferon-&#x3b3; (IFN-&#x3b3;), IL-17 and IL-23 (<xref ref-type="bibr" rid="B75">Jeanty et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B72">Jah et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B114">Navid et&#x20;al., 2021</xref>); (C) A striking tendency of HLA-B27 heavy chains to adhere with each other, forming homodimers. These homodimers on the cell surface can be recognized by killer cell immunoglobulin-like receptor (KIR) and leukocyte immunoglobulin-like receptor (LILR) on natural killer (NK) cells (<xref ref-type="bibr" rid="B92">Lim Kam Sian et&#x20;al., 2019</xref>); (D) HLA-B27 bearing individuals show impaired intracellular killing of pathogenic microorganisms that can lead to the persistence of intracellular bacterial pathogens and consequently stimulating proinflammatory cytokine production (<xref ref-type="bibr" rid="B139">Sahlberg et&#x20;al., 2012</xref>); (E) Trimolecular complex (B27 heavy chain, &#x3b1;2 microglobulin and peptide) of HLA-B27 itself, free heavy chain, or homodimers of HLA-B27 may be recognized as neoantigens by the T&#x20;cell receptor on CD<sub>4</sub>
<sup>&#x2b;</sup> T lymphocytes in activating autoimmune responses (<xref ref-type="bibr" rid="B19">Boyle et&#x20;al., 2001</xref>), (F) HLA-B27 bearing individuals generate an altered intestinal microbiome to increase HLA-B27 subtype expression involved in the immunopathogenesis of AS. These six potential effects conferred by HLA-27 subtypes are illustrated in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The six potential mechanisms by which HLA-B27 subtypes may be involved in AS pathogenesis. <bold>(A)</bold> The presentation of arthritogenic peptides from endogenous or intestinal microbes to HLA-B27-expressing CD<sub>8</sub>
<sup>&#x2b;</sup> T&#x20;cells to elicit cellular immune responses; <bold>(B)</bold> Misfolding of HLA-B27 subtype heavy chain in macrophages and T&#x20;cells to induce endoplasmic reticulum stress (ER stress) and subsequent production of immune- and inflammation-related cytokines; <bold>(C)</bold> Homodimerization of HLA-B27 heavy chains, binding to surface KIR and ILR molecules to activate NK cells; <bold>(D)</bold> Defective bacterial killing activity of the HLA-B27 (&#x2b;) phagocytes to enhance pro-inflammatory cytokine productions; <bold>(E)</bold> Formation of a trimolecular complex of &#x201c;B27 heavy chain &#x2b; &#x3b2;2 microglobulin &#x2b; peptide&#x201d; as neoantigen to stimulate autoimmune responses of CD4<sup>&#x2b;</sup> T&#x20;cell; <bold>(F)</bold> Altered gut microbiome in HLA-B27 (&#x2b;) patients to enhance the generation of Th17 and innate like T&#x20;cells (ILC) in the alimentary tract, which then migrate to peripheral tissues to induce inflammatory reactions. KIR, kill cell immunoglobulin like receptor; ILR, immunoglobulin like receptor; IFN, interferon; TNF, tumor necrosis factor; IL, interleukin. M<italic>&#x3d5;</italic>, macrophage.</p>
</caption>
<graphic xlink:href="fcell-09-748063-g002.tif"/>
</fig>
<p>In addition to the HLA-B27 subtypes, genome-wide association studies (GWAS) have also identified more than 100 non-HLA-B27 loci associated with AS. These loci include machinery for antigen presentation (<italic>ERAP</italic>1 and <italic>ERAP</italic>2), some loci in Th17 cells (encoding <italic>IL-6R</italic>, <italic>IL-23R</italic>, <italic>TYK1</italic> and <italic>STAT3</italic>) and others in macrophages and T&#x20;cells (encoding <italic>IL-7R</italic>, <italic>CSF2</italic>, <italic>RUNX3</italic> and <italic>GPR65</italic>) (<xref ref-type="bibr" rid="B60">Hanson and Brown, 2017</xref>; <xref ref-type="bibr" rid="B81">Kavadichanda et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B173">Wordsworth et&#x20;al., 2021</xref>).</p>
<p>While over 90% of AS patients have an HLA-B&#x2a;27 haplotype, only around 5% of individuals bearing HLA-B&#x2a;27 develop AS. This implies a presence of additional risk factors to facilitate the disease development. It has been reported that strong epistatic gene-gene interactions between <italic>HLA-B27</italic> and specific <italic>ERAP1</italic> variants may work (<xref ref-type="bibr" rid="B131">Reveille, 2012</xref>). In addition, one of the major functions of ERAP1 is to trim endogenous peptides before their binding onto MHC-class I molecules. The epistatic interactions between <italic>ERAP1</italic> and <italic>HLA</italic> allele may be involved in AS pathogenesis (<xref ref-type="bibr" rid="B43">Evans et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B31">Cortes et&#x20;al., 2015</xref>). Furthermore, some reports have unveiled that ERAP1 can suppress both innate and adaptive immune responses (<xref ref-type="bibr" rid="B54">Goto et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B4">Aldhaman et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B5">Aldhamen et&#x20;al., 2015</xref>). In experiments to evaluate bone morphogenesis of the axial skeletons in <italic>ERAP1</italic> &#x2212;/&#x2212; mice, the authors have found that <italic>ERAP1</italic> &#x2212;/&#x2212; mice can serve as a useful model for AS to observe spinal ankyloses, osteoporosis and inflammation. In addition, it can reduce both T&#x3b3;1-like regulatory T&#x20;cells and tolerogenic dendritic cells (<xref ref-type="bibr" rid="B121">Pepelyayeva et&#x20;al., 2018</xref>), which are important for T&#x3b3;1 differentiation and function (<xref ref-type="bibr" rid="B162">Wakkach et&#x20;al., 2003</xref>). Finally, inflammation in the spine happens. The two ERAP genes, <italic>ERAP1</italic> and <italic>ERAP2</italic>, are ubiquitous, zinc-dependent, and multifunctional, playing a role in several HLA-class I-mediated diseases in addition to AS (<xref ref-type="bibr" rid="B103">McGonagle et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B36">de Castro et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B160">Vitulano et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B59">Hansen et&#x20;al., 2018</xref>). However, it is quite interesting that only functional polymorphisms of <italic>ERAP1</italic> affect AS risk in HLA-B27 bearing individuals (<xref ref-type="bibr" rid="B43">Evans et&#x20;al., 2011</xref>). <italic>ERAP2</italic> appears independent from HLA-B27 (<xref ref-type="bibr" rid="B136">Robinson et&#x20;al., 2015</xref>). Recently, authors discovered that a single nucleotide polymorphism (SNP), <italic>rs75862629</italic>, in the <italic>ERAP2</italic> promoter region can influence the <italic>ERAP2</italic> expression that can be counteracted by a higher expression of <italic>ERAP1</italic> (<xref ref-type="bibr" rid="B117">Paladini et&#x20;al., 2018</xref>). Furthermore, this SNP was found capable of modulating simultaneously the expression of both <italic>ERAP1</italic> an <italic>ERAP2</italic> and protecting hosts from AS in HLA-B27-positive individuals in Sardinia populations (<xref ref-type="bibr" rid="B118">Paladini et&#x20;al., 2019</xref>). In contrast, a significant association between <italic>ERAP1</italic> polymorphisms, <italic>rs30187</italic> and <italic>rs27037</italic>, conferred an increased risk for AS in East Asian population (<xref ref-type="bibr" rid="B76">Jiang et&#x20;al., 2018</xref>). A meta-analysis of <italic>ERAP1</italic> gene polymorphism unveiled that SNPs <italic>rs27044</italic> and <italic>rs30187</italic> are significantly associated with AS susceptibility in Caucasians rather than Asians (<xref ref-type="bibr" rid="B48">Gao et&#x20;al., 2020</xref>). Silencing of <italic>ERAP1</italic> suppresses HLA-B27-free heavy chain expression and Th17 responses in AS (<xref ref-type="bibr" rid="B24">Chen L. et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B113">Nakamura et&#x20;al., 2021</xref>). Moreover, the effects of <italic>ERAP1</italic> polymorphisms on the proinflammatory and anti-inflammatory cytokine expressions in AS patients have also been investigated. It was found that T allele of <italic>rs30187</italic> and C allele of <italic>rs2287987</italic> were associated with risk of HLA-B27-positive AS development by significant overexpression of proinflammatory cytokines (IL-17A, IL-17F, IL-23, TNF-&#x3b1; and IFN-&#x3b3;) and under-expression of anti-inflammatory cytokines (IL-10 and TGF-&#x3b2;) in PBMC of HLA-B27 (&#x2b;) AS patients (<xref ref-type="bibr" rid="B12">Babaie et&#x20;al., 2020</xref>)</p>
<p>On the other hand, the studies exploring the association between <italic>TNF</italic> polymorphisms and AS remain inconclusive. A meta-analysis has revealed that the A allele in <italic>TNF</italic>-238 and <italic>TNF</italic>-308, the C allele in <italic>TNF</italic>-1031, the T-allele in <italic>TNF</italic>-850 and <italic>rs769138</italic> are significantly associated with AS susceptibility in the total population (<xref ref-type="bibr" rid="B65">Hu et&#x20;al., 2021</xref>). In addition, <italic>IL-12B</italic> gene polymorphism (<xref ref-type="bibr" rid="B71">Ivanova et&#x20;al., 2019</xref>), <italic>IL-23R</italic> SNPs and <italic>IL-10</italic>-819 polymorphism (<xref ref-type="bibr" rid="B176">Xia et&#x20;al., 2018</xref>) are associated with AS pathogenesis.</p>
<p>In short summary, the aminopeptidases, ERAP1 and ERAP2, trim the peptides to a length suitable for fitting into the groove of MHC class I molecules for protection from viral infection. The epistatic interactions between HLA-B27 peptide repertoires can determine the innate immunological function of HLA-B27 such as antigen presentation to T&#x20;cells. However, the process also produces a by-product, an intracellular misfolded HLA-B27, or an HLA-B27 homodimer on the cell surface, which can elicit ER stress responses, autophagic engulfment, or innate immune responses. These aberrant interplays between HLA-B27 and ERAP1/ERAP2 result in a deviation of the physiological function from defending against infections to pathological induction of spondyloarthritis (<xref ref-type="bibr" rid="B160">Vitulano et&#x20;al., 2017</xref>). Moreover, the accumulation of misfolded HLA-B27 heavy chain along with &#x3b2;2-microglobulin and ER chaperones (calnexin, calreticululin, BiP, 94kD glucose-regulated protein) into ER-derived vesicles is different from the peptide-loading complex. These abnormal behaviors may become the unique features of HLA-B27 subtypes predisposing to AS (<xref ref-type="bibr" rid="B72">Jah et&#x20;al., 2020</xref>).</p>
</sec>
<sec id="s4">
<title>Roles of Hazard HLA Allele-Associated Gut Dysbiosis and Its Metabolites in the Pathogenesis of AS</title>
<p>Sufficient evidence has demonstrated the pathogenic roles of gut microbiome in inflammatory arthritides including SpA. Human gut is colonized with bacteria, viruses, and fungi, which actively interact with each others (<xref ref-type="bibr" rid="B87">Li M. et&#x20;al., 2019</xref>). More than 100 trillion bacteria reside in the mammalian gut to establish a symbiotic relationship. This intimate association can influence many aspects of the host&#x2019;s metabolism, physiology and immunity. Accordingly, intestinal dysbiosis may play an important role in the development of AS by altering intestinal permeability, stimulating immune responses, and exerting molecular mimicry (<xref ref-type="bibr" rid="B180">Yang et&#x20;al., 2016</xref>).</p>
<p>To determine whether AS patients&#x2019; guts carry a distinct microbial signature from that in the healthy individuals, 16S ribosomal RNA sequences of microbiome in the terminal ileum were analyzed. A higher abundance of five families of bacteria (<italic>Lachnospiraceae</italic>, <italic>Rumincoccaceae</italic>, <italic>Rikenellaceae</italic>, <italic>Porphyromonadaceae</italic>, and <italic>Bacteroidaceae</italic>) were reported (<xref ref-type="bibr" rid="B32">Costello et&#x20;al., 2015</xref>). In addition, a quantitative metagenomic study based on the shotgun sequencing of the gut microbial DNA in Chinese AS patients has revealed the increases in <italic>Prevotella melaninogenica</italic>, <italic>Prevotella copei</italic>, and <italic>Prevotella</italic> spp. C561, but a decrease in <italic>Bacteroides</italic> spp. In addition, <italic>Bifidobacterium</italic> genus, which is commonly used in probiotics, was found accumulated in AS patients (<xref ref-type="bibr" rid="B170">Wen et&#x20;al., 2017</xref>). An amplicon gene sequencing study on 16S ribosomal RNA disclosed the genus <italic>Dializer</italic> as a microbial marker for disease activity in SpA (<xref ref-type="bibr" rid="B157">Tito et&#x20;al., 2017</xref>). Recently, by using real-time polymerase chain reaction (PCR) to analyze intestinal microbiota in stool samples, investigators have found that the total quantity of bacteria is decreased in patients with AS. The intestinal dysbiosis is associated with a more severe articular disease as evidenced by the findings that <italic>Bifidobacterium</italic> and <italic>Lactobacillus</italic> were increased in active AS patients (<xref ref-type="bibr" rid="B22">Cardoneanu et&#x20;al., 2021</xref>). Besides, gut microbiota and mycobiota in AS patients were detected by 16S rRNA gene and ITS2-based DNA sequencing. It revealed that <italic>Proteobacteria</italic> was increased and <italic>Bacteroides</italic> was decreased. This abnormality was resulted from enrichment of <italic>Escherichia</italic>-<italic>Shigella</italic>, <italic>Veillonella</italic>, <italic>Lachnospiraceae</italic> NK4A136 group, and reduction of <italic>Prevotella</italic> strain 9, <italic>Megamona</italic>, and <italic>Fusobacterium</italic>. On the other hand, the mycobiota in alimentary tract of AS patients, as shown by 16S rRNA gene analyses, exhibited higher expression of <italic>Ascomycota</italic> (especially the class of <italic>Dothudeomycetes</italic>) and lower expression of <italic>Basidiomycota</italic>, mainly because of a decrease in <italic>Agaricales</italic> (<xref ref-type="bibr" rid="B88">Li X. et&#x20;al., 2019</xref>). These results may imply that decreased ITS2/16s biodiversity ratios and altered bacterial-fungal inter-kingdom networks somewhat contribute to the pathogenesis of AS. The gut dysbiosis in AS may cause bowel inflammation as reflected by increased fecal calprotectin levels (<xref ref-type="bibr" rid="B83">Klinberg et&#x20;al., 2019</xref>).</p>
<p>Since HLA-B27-associated SpA is relevant to an altered gut microbiota and bowel inflammation, it is interesting to search for the cause-effect relationships among HLA-B27, gut dysbiosis and host/bacterial metabolites. Sufficient evidence indicates HLA alleles (HLA-B27 and HLA-DRB1) can affect gut microbiota as reported in rat models of SpA and RA (<xref ref-type="bibr" rid="B9">Asquith et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B52">Gill et&#x20;al., 2018</xref>) as well as human AS and RA (<xref ref-type="bibr" rid="B10">Asquith et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B177">Xu and Yin, 2019</xref>). The HLA-B27-induced gut dysbiosis and zonulin upregulation may change microbiota-derived metabolites and antigens. These changes can further alter vascular barrier of gut epithelium (<xref ref-type="bibr" rid="B29">Ciccia et&#x20;al., 2017</xref>) and deregulate intestinal immune system to activate IL-23/IL-17, IFN, TNF-&#x3b1; and IL-1 expression (<xref ref-type="bibr" rid="B52">Gill et&#x20;al., 2018</xref>) in AS patients. In rat model of SpA, both microbial and host metabolites are altered. These metabolites include amino acid, carbohydrate, xenobiotics and medium-chain fatty acid. Thus, upregulation of histidine, tyrosine, supermidine, N-acetylmuramate and glycerate can be found in HLA-B27/&#x3b2;2m rats. The HLA-B27 presentation is also associated with altered host expression of microbial metabolite receptor genes such as <italic>FFAR2</italic>, <italic>FFAR3</italic> and <italic>NIACR1</italic> (<xref ref-type="bibr" rid="B9">Asquith et&#x20;al., 2017</xref>). The studies on fecal signatures of AS patients with either gender have further revealed differences in steroid metabolites (<xref ref-type="bibr" rid="B62">He et&#x20;al., 2019</xref>). These experiments have shown that male-specific fecal signatures include cholestan-3-ol, tocopherol, stigmastan-3,5-diene, cholest-3-ene, cholest-4-en-6-one and 1-heptatriacotanol. In contrast, the female-specific fecal signatures are ergost-5-en-3-ol acetate and D-myo-inositol. These results may indicate gender-attributed fecal signature differences between males and females, reflecting AS gender features. Metagenome-wide association study on the alterations in the gut composition has disclosed that AS subjects harbor more bacterial species associated with carbohydrate metabolism and glycan biosynthesis in their feces than normal individuals. They also express bacterial profiles with less liability to degrade xenobiotics biologically or to synthesize and transport vitamins (<xref ref-type="bibr" rid="B69">Huang et&#x20;al., 2020</xref>). To understand thoroughly the molecular mechanisms linking intestinal microbial dysbiosis, intestinal inflammation and Th17 immunity in patients with AS, <xref ref-type="bibr" rid="B17">Berlingberg et&#x20;al. (2021)</xref> conducted LC-MS-based metabolomic screening and shotgun metagenomic measurements in paired colon biopsies and fecal specimens. The authors also showed significant alterations in metabolites in tryptophan pathway that can increase indole-3-acetate (IAA) and indole-3-acetaldehyde (I3Ald) in AxSpA. The shotgun metagenomics confirmed abundance of numerous enzymes involved in tryptophan metabolism such as indole pyruvate decarboxylase. These enzymes can enhance significantly the generation of IAA and I3Ald to facilitate tryptophan synthesis. Tryptophan and its metabolites in this particular gut microbiome may disturb immune functions and further expedite the development of AxSpA. Moreover, gut microbiome may evolve together with the human hosts and provide them with a myriad of molecules such as microbe-associated molecular patterns (MAMPs) to augment intestinal inflammatory processes. In association with damage-associated molecular patterns (DAMPs), the inflammatory processes may be triggered further in the already ongoing pathological status such as HLA-B27-associated acute anterior uveitis (<xref ref-type="bibr" rid="B137">Rosenbaum and Asquith, 2018</xref>; <xref ref-type="bibr" rid="B98">Lu Yang et&#x20;al., 2021</xref>). These data support that the invisible &#x201c;essential organs&#x201d; can communicate with each other and &#x201c;talk&#x201d; across with host immune cells in healthy individuals as well as in AS patients. The effects of HLA-B27 risk alleles on gut microbiota and metabolomic changes in patients with AS are depicted in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>The effect of HLA-B27 risk alleles on gut dysbiosis, ensuing microbial and host metabolomic changes and immune dysregulation in the host. The dysbiosis may result in the alteration of gut epithelial barrier and its permeability, release of microbe-associated molecular pattern (MAMPs), damage-associated molecular patterns (DAMPs) from hosts, and microbial as well as host-derived metabolites. All of these molecules can elicit abnormal innate and adaptive immune responses in patients with AS.</p>
</caption>
<graphic xlink:href="fcell-09-748063-g003.tif"/>
</fig>
</sec>
<sec id="s5">
<title>Immune Dysfunctions in Patients With AS</title>
<p>Many studies have shown that various immune-related cells, <italic>via</italic> their secreting cytokines and molecules, may play crucial roles in AS pathogenesis (<xref ref-type="bibr" rid="B105">Mei et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B94">Liu et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B101">Madej et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B152">Sveaas et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B165">Wang et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B180">Yang et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B166">Wang et&#x20;al., 2018</xref>). These data indicate that both innate and adaptive immune cells are involved in AS pathogenesis. The innate immune cells include dendritic cells, macrophages and natural killer cells. The adaptive immune cells include helper T, Treg, CD8<sup>&#x2b;</sup>T, and B&#x20;cells (<xref ref-type="bibr" rid="B134">Rezaiemanesh, et&#x20;al., 2018</xref>). Much evidence has demonstrated that certain phenotypes of resting and activated macrophages expressing scavenger receptor, CD163, can link between immune alterations of the gut and synovial inflammation in AS (<xref ref-type="bibr" rid="B13">Baeten et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B148">Slobodin et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B154">Talpin et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B174">Wright et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B133">Rezaiemanesh et&#x20;al., 2017</xref>). The abnormal polarization of macrophages induced by IL-4 was found in AS patients (<xref ref-type="bibr" rid="B93">Lin et&#x20;al., 2015</xref>). Besides, the studies on immune dysfunctions of T&#x20;cell subpopulations are prosperous. These results revealed increased frequency of Th2 (<xref ref-type="bibr" rid="B179">Yang et&#x20;al., 2004</xref>) and Th17 (<xref ref-type="bibr" rid="B74">Jandus et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B144">Shen et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B178">Xueyi et&#x20;al., 2013</xref>), abnormal form of HLA-B27 expression on CD4<sup>&#x2b;</sup> T&#x20;cells (<xref ref-type="bibr" rid="B20">Boyle et&#x20;al., 2004</xref>), defective function of CD24<sup>&#x2b;</sup>CD38<sup>&#x2b;</sup> regulatory B&#x20;cells (<xref ref-type="bibr" rid="B25">Chen M. et&#x20;al., 2016</xref>), and expansion of CD4<sup>&#x2b;</sup>CD28<sup>high</sup> Treg cells (<xref ref-type="bibr" rid="B27">Ciccia et&#x20;al., 2010</xref>). Recently, two molecules on T lymphocytes, T&#x20;cell immunoglobulin and mucin-domain-containing molecule 3 (Tim-3) and programmed death-1 (PD-1) for negative regulation of immune responses, attracted investigators to focus on AS pathogenesis (<xref ref-type="bibr" rid="B190">Zhou et&#x20;al., 2015</xref>). PD-1 expression in T&#x20;cells was reported to inversely relate to the spinal radiologic changes in Taiwanese patients with AS (<xref ref-type="bibr" rid="B23">Chen et&#x20;al., 2011</xref>). Tim-3 polymorphism could result in down-regulation of the expression of itself and be involved in AS susceptibility (<xref ref-type="bibr" rid="B164">Wang et&#x20;al., 2014</xref>). Furthermore, other investigations revealed a decreased expression of PD-1 on CD8<sup>&#x2b;</sup> T&#x20;cells in AS patients. The deficiency may activate immune responses in AS patients (<xref ref-type="bibr" rid="B41">Duan et&#x20;al., 2017</xref>). More recent investigations have disclosed that Tim-3<sup>&#x2b;</sup>CD8<sup>&#x2b;</sup> and PD-1<sup>&#x2b;</sup>CD8<sup>&#x2b;</sup> T&#x20;cells can produce more IL-10 than other subsets.</p>
<p>Another studies have revealed that either low percentage (<xref ref-type="bibr" rid="B175">Wu et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B187">Zhao et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B178">Xueyi et&#x20;al., 2013</xref>) or functional impairment (<xref ref-type="bibr" rid="B57">Guo et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B166">Wang et&#x20;al., 2018</xref>) in CD4<sup>&#x2b;</sup> Treg may be present in AS patients. On the contrary, meta-analyses have unveiled that only the proportions of CD4<sup>&#x2b;</sup>CD25<sup>&#x2b;</sup>FOXP3<sup>&#x2b;</sup> Treg, CD4<sup>&#x2b;</sup>CD25<sup>high</sup>CD127<sup>high</sup> cells, or CD4<sup>&#x2b;</sup>CD25<sup>&#x2b;</sup>CD127<sup>low</sup> cells in peripheral blood of AS patients are significantly decreased (<xref ref-type="bibr" rid="B86">Lai et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B89">Li M. et&#x20;al., 2020</xref>).</p>
<p>Several studies have been published in recent years demonstrating the pivotal role of gut-microbiota and IL-23/IL-17 axis in the AS pathogenesis (<xref ref-type="bibr" rid="B74">Jandus et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B109">Milanez et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B105">Mei et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B183">Zeng et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B7">Appel et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B147">Singh, et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B11">Babaie et&#x20;al., 2018</xref>). Enthesis inflammation (enthesitis) was demonstrated to be IL-23-dependent (<xref ref-type="bibr" rid="B145">Sherlock et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B14">Benham et&#x20;al., 2014</xref>) and likewise IL-17-dependent (<xref ref-type="bibr" rid="B141">Shabgah et&#x20;al., 2017</xref>). Moreover, investigations from the blood samples of AS patients revealed the abundance of Th17 (<xref ref-type="bibr" rid="B144">Shen et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B184">Zhang et&#x20;al., 2012</xref>), Th22 (<xref ref-type="bibr" rid="B184">Zhang et&#x20;al., 2012</xref>) and &#x3b3;/&#x3b4; T&#x20;cells (<xref ref-type="bibr" rid="B82">Kenna et&#x20;al., 2012</xref>) with high levels of IL-17 in the circulation (<xref ref-type="bibr" rid="B171">Wendling et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B105">Mei et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B93">Lin et&#x20;al., 2015</xref>). The innate lymphoid cells (ILCs) can stimulate inflammation in the gut with respect to AS. NK<italic>p</italic>44<sup>&#x2b;</sup> ILC3 cells were found expanded in the intestine, synovial fluid, bone marrow and peripheral blood of patients with AS to produce IL-17, IL-22 (<xref ref-type="bibr" rid="B28">Ciccia et&#x20;al., 2015</xref>), and granulocyte-macrophage colony-stimulating factor (GM-CSF) but not IL-17A in the inflamed joints (<xref ref-type="bibr" rid="B18">Blijdorp et&#x20;al., 2019</xref>). The intraepithelial lymphocytes (IELs) are another T&#x20;cell subpopulation within the intestinal epithelium in close contact with bacteria that can be affected by intestinal microbiota. The total number of IELs is significantly decreased in AS due to a decrease in TCR &#x3b2;<sup>&#x2b;</sup> IELs. These IELs can secrete increased amount of IL-1&#x3b2;, IL-17A and IFN-&#x3b3; in Crohn&#x2019;s disease and significantly enhance the amount of TNF-&#x3b1; in AS (<xref ref-type="bibr" rid="B128">Regner et&#x20;al., 2018</xref>). All of these results may suggest a correlation between altered microbiota and IEL function in&#x20;AS.</p>
<p>The pathogenesis of AS is characterized by a predilection of adaptive immunity toward IL-23/IL-17 axis with the presence of a polarization stimulator for Th17 response. As a result, the IL-17 and TNF-&#x3b1; production are enhanced. However, failure of IL-23 blockade in the treatment of spinal polyenthesitis but not peripheral enthesitis has ever been encountered (<xref ref-type="bibr" rid="B104">McGonagle et&#x20;al., 2021</xref>). Thus, the importance of IL-23 pathway in AS pathogenesis awaits further evaluations. A recent study has even demonstrated high levels of IL-7 mRNA and peptide in the peripheral type SpA (<xref ref-type="bibr" rid="B135">Rihl et&#x20;al., 2008</xref>). IL-7 belongs to a hematopoietin cytokine family with a molecular weight of 17.4&#xa0;kDa (<xref ref-type="bibr" rid="B151">Sutherland et&#x20;al., 1989</xref>). It can stimulate Th17 cells, innate immune cells like &#x3b3;/&#x3b4; T&#x20;cells (<xref ref-type="bibr" rid="B108">Michel et&#x20;al., 2012</xref>) and mucosa-associated invariant T (MAIT) cells (<xref ref-type="bibr" rid="B155">Tang et&#x20;al., 2013</xref>) to produce proinflammatory cytokines including IL-17. In addition, these innate-like T&#x20;cells rather than Th17 cells have been proved to be the main source of IL-17A (<xref ref-type="bibr" rid="B159">Venken and Elewaut, 2015</xref>; <xref ref-type="bibr" rid="B37">Debusschere et&#x20;al., 2016</xref>). It appears that IL-7 is more important than IL-23 in the polarization of type 17 (IL-17) signature because IL-7 receptor is present in the key cells of innate immunity that are essential for the polarization of type 3 (IL-3) response and SpA (<xref ref-type="bibr" rid="B53">Gon&#xe7;alves and Duarte, 2019</xref>). The immune dysfunctions in patients with AS are illustrated in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>A diversity of immune cell dysfunctions with excessive innate (IL-1&#x3b2;, IL-6, TNF-&#x3b1;) and adaptive (IFN-&#x3b3; and IL-17A) cytokine production in patients with AS. IL-7 released from gut innate-like lymphoid cells (ILC) can stimulate Th17 &#x3b3;/&#x3b4;T and MAIT (mucosa-associated invariant T) to produce IL-17A. In addition, the intra-epithelial lymphocytes (IELs) are the T&#x20;cells within intestinal epithelium which can also excrete IL-17A and other proinflammatory cytokines (IL-1&#x3b2;, TNF-&#x3b1;, and IFN-&#x3b3;) to mediate tissue inflammation. Furthermore, both regulatory T&#x20;cell (Treg) and regulatory B&#x20;cell (Breg) hypofunctions may also participate in the immune dyregulation in AS patients.</p>
</caption>
<graphic xlink:href="fcell-09-748063-g004.tif"/>
</fig>
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<sec id="s6">
<title>Pathogenesis of Enthesitis in AS Patients</title>
<p>Enthesis is regarded as the region where tendon attaches to bone. In broad sense, the entheseal tissues include fibrocartilage, bursa, fat pad, deeper fascia, adjacent trabecular bone networks and enthesis. These tissues play an anchorage between mobile organs and stress resistance (<xref ref-type="bibr" rid="B15">Benjamin and McGonagle, 2009</xref>). It has been recognized that enthesitis become the primary pathological process underlying SpA-associated skeletal inflammation (<xref ref-type="bibr" rid="B168">Watad et&#x20;al., 2018</xref>). Normal entheseal tissues contain group 3 NK<italic>p</italic>44<sup>&#x2b;</sup> ILCs, &#x3b3;/&#x3b4; T&#x20;cells, conventional CD4<sup>&#x2b;</sup> and CD8<sup>&#x2b;</sup> T&#x20;cells, and cells of myeloid lineage. These cells are capable of producing prostaglandins, different growth factors and proinflammatory cytokines (TNF-&#x3b1; and IL-17) for physiological tissue repair and homeostasis (<xref ref-type="bibr" rid="B129">Reinhardt et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B33">Cuthbert et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B34">Cuthbert et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B169">Watad et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B138">Russel et&#x20;al., 2021</xref>). In pathological condition, the IL-23-dependent &#x3b3;/&#x3b4; T&#x20;cells can produce IL-17 that accumulates in the enthesis, aortic valve and ciliary body to cause the extra-skeletal manifestations in patient with AS (<xref ref-type="bibr" rid="B129">Reinhardt et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B21">Bridgewood et&#x20;al., 2020</xref>).</p>
<p>Altered microbiota associated with abnormal immune responses to commensal micro-organisms may also contribute to the occurrence of enthesitis-related arthritis (<xref ref-type="bibr" rid="B149">Stoll et&#x20;al., 2014</xref>). The &#x201c;danger signals&#x201d;from exogenous intestinal microbial adjuvants or pathogen-associated molecular patterns (PAMPs) can destroy &#x201c;self-molecules&#x201d; within the cells. Alternatively, the damage-associated molecular patterns (DAMPs) from highly biomechanically stressed entheses can disturb &#x201c;fine tuning&#x201d; of cytokine production in homeostatic entheseal tissues. The net-effect of these processes may serve as key drives for the onset, evolution, sustenance, flare-up, and eventual outcomes of r-AxSpA (<xref ref-type="bibr" rid="B142">Sharif et&#x20;al., 2020</xref>). The cellular and molecular bases for enthesitis in AS patients are illustrated in <xref ref-type="fig" rid="F5">Figure&#x20;5</xref>.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Dissection of immune-related cells in normal enthesis and AS enthesitis. In normal enthesis, many different cell populations may release physiological amount of prostaglandins (PGs), TNF-&#x3b1;, IL-17 and various growth factor (GFs) to maintain tissue repair and homeostasis in these biomedical stressed-entheses. However, in HLA-B27 risk allele (&#x2b;) AS patients, the aberrant IL-17 production can cause inflammation in enthesis (enthesitis) as well as extra-articular manifestations such as aortitis, acute anterior uveitis, and interstitial lung fibrosis. PAMP, pathogen-associated molecular pattern; DAMP, damage-associated molecular pattern; NKP44, Natural cytotoxicity triggering receptor 2 or CD336.</p>
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<graphic xlink:href="fcell-09-748063-g005.tif"/>
</fig>
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<sec id="s7">
<title>Pathogenesis of Osteoporosis and Osteogenesis in AS Patients</title>
<p>A mystery of skeletal damage in patients with AS is the consequence of bone destruction followed by the new bone formation. The inflammation-induced osteoporosis in the spine and peripheral bones is quite common in the early stage of AS. It can cause trabecular bone weakness and lead to an increase in spinal fracture rate (<xref ref-type="bibr" rid="B35">Davey-Ranasinghe and Deodhar, 2013</xref>). Enhanced expression of IL-17 in the serum and synovial fluid has been reported implicating in the bone loss of AS patients (<xref ref-type="bibr" rid="B2">Akg&#xf6;l et&#x20;al., 2014</xref>). However, another puzzle of proinflammatory cytokine, IL-17 family, effecting on the bone metabolism, arises since IL-17A can enhance both bone loss and osteogenesis.</p>
<p>Investigations have unraveled that IL-17 can activate osteoclasts (OCs) to express RANK ligand (RANKL), which then reciprocally stimulates OCs themselves by RNAK-RANKL interaction and induces bone absorption (<xref ref-type="bibr" rid="B116">Page and Miossec, 2005</xref>; <xref ref-type="bibr" rid="B110">Miossec, 2009</xref>). IL-17A-stimulated miR214 expression in OCs is an important inhibitor for bone formation in AS patients (<xref ref-type="bibr" rid="B163">Wang et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B188">Zhao et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B97">Liu et&#x20;al., 2020</xref>). Nevertheless, adding of exogenous IL-17A into cultured normal primary bone-derived cells (BdCs) promotes OC activity and differentiation as evidenced by increased alkaline phosphatase (ALP) activity through JAK2/STAT3 pathway (<xref ref-type="bibr" rid="B77">Jo et&#x20;al., 2018a</xref>; <xref ref-type="bibr" rid="B166">Wang et&#x20;al., 2018</xref>).</p>
<p>On the other hand, abnormal bone remodeling with excessive new bone formation can cause syndesmophytes or even &#x201c;bamboo spine&#x201d; to limit the spinal motility in AS patients. Many studies have revealed that higher bone morphogenetic proteins (BMP), lower Dickkopf-1 (DKK-1) levels (<xref ref-type="bibr" rid="B91">Liao et&#x20;al., 2018</xref>), and increased ALP activity (<xref ref-type="bibr" rid="B79">Jo et&#x20;al., 2019</xref>) in serum are parallel to the accelerated osteogenesis in the BdCs derived from AS patients (AS-BdCs) (<xref ref-type="bibr" rid="B78">Jo et&#x20;al., 2018b</xref>; Kang et&#x20;al., 2018). For investigating the relevance of ALP to the regulation of osteoblast (OB) differentiation in AS patients, ALP was inhibited in AS-BdC culture. A remarkable suppression of the master transcriptional factor in OB, RUNX2, was observed. This implies that RUNX2 can regulate promoter activity of ALP through a positive ALP-RUNX2 feedback mechanism (<xref ref-type="bibr" rid="B79">Jo et&#x20;al., 2019</xref>). To further identify the role of HLA-B27 in syndesmophyte formation in AS, the mesenchymal stem cells (MSCs) obtained from enthesis of AS patients were studied. The results demonstrated that HLA-B27-mediated activation of the SXBP1/RARB/TNAP (tissue non-specific alkaline phosphatase) axis is essential in the development of syndesmophyte in AS patients (<xref ref-type="bibr" rid="B95">Liu C.-H. et&#x20;al., 2019</xref>). Furthermore, the expression of miR-146a is up-regulated and <italic>DKK1</italic> is down-regulated respectively in capsular tissue of the hip in AS patients. Therefore, a negative correlation was displayed between the expressions of miR-146a and <italic>DKK1</italic>. Further investigations disclosed that miR-146a could inhibit <italic>DKK1</italic> expression by directly targeting 3&#x2032;-UTR region of <italic>DKK1</italic> (<xref ref-type="bibr" rid="B38">Di et&#x20;al., 2018</xref>). In addition, the level of miR-17-5p is significantly elevated in fibroblasts and ligament tissues, which is assumed to be targeting the 3&#x2032;-UTR of ankylosis protein homolog (ANKH). This may subsequently increase osteogenesis in AS patients. Down-regulation of miR-17-5p slowed AS progression <italic>via</italic> regulation of DKK1 and VEGF. These findings have verified the role of miR-17-5p-ANKH axis in regulating heterotropic ossification in AS patients (<xref ref-type="bibr" rid="B125">Qin et&#x20;al., 2019</xref>).</p>
<p>The transgenic SpA-associated and non-SpA-associated HLA-B27 subtypes in <italic>Drosophila</italic> revealed an antagonistic interaction of HLA-B27 against activin receptor-like kinase-2 (ALK2). This antagonistic interaction may exert inhibitory effects on TGF-&#x3b2;1BMP signaling pathway at the cross-road between inflammation and ossification and become a putative mechanism for HLA-B27-mediated SpA development (<xref ref-type="bibr" rid="B56">Grandon et&#x20;al., 2019</xref>). The molecular basis underlying the dilemma in inflammation-mediated bone metabolism in AS patients is shown in <xref ref-type="fig" rid="F6">Figure&#x20;6</xref>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>The aberrant IL-17A production during inflammation in AS patients causing a coexistence of osteoporosis in early stage of disease and new bone formation (syndesmophyte) in late stage of disease. IL-17A can activate osteoclasts (OCs) <italic>via</italic> stimulating miR-24 expression to suppress bone formation and subsequently result in osteoporosis. On the other hand, IL-17A can also stimulate Wnt/&#x3b2;-catenin, ALP/TNAP and abnormal ncRNAs expression to impede DKK1 pathways in bone-derived cells (BdC), enthesitis-derived mesenchymal stem cells (MSCs), connective tissue cells (CTCs) and ligament fibroblasts (FB). These activated cells can then induce osteogenesis and syndesmophyte formation. JAK, Janus kinase; STAT, signal transducer and activator of transcription; ANKH, Progressive ankylosis protein homolog (ANK ilosis H omolog).</p>
</caption>
<graphic xlink:href="fcell-09-748063-g006.tif"/>
</fig>
<p>In addition to the above mentioned factors contributing to AS pathogenesis, it is believed that the environmental factors might affect the hereditable epigenetic regulation of the down-stream gene expression in developing human diseases. These may include infectious, autoimmune/inflammatory, or neoplastic diseases. Recently, (<xref ref-type="bibr" rid="B49">Ghafouri-Fard et&#x20;al., 2021a</xref>), have unveiled the interaction between ncRNAs and Toll-like receptors (TLRs) in transducing both MyD88-dependent and TRIF-dependent signaling cascades to induce human inflammatory and autoimmune disorders. Furthermore, the same group have found in the literature that both miRs and lncRNAs can regulate bone development processes including osteogenesis. Both intramembranous and endochondrial ossification of osteogenesis were observed (<xref ref-type="bibr" rid="B50">Ghafouri-Fard et&#x20;al., 2021b</xref>). miRs were found to exert their actions through both Wnt/&#x3b2;-catenin and TGF-&#x3b2;/BMP pathways whereas lncRNAs worked as molecular sponge for binding miRs to directly affect these pathways and osteogenic transcription factors. The examples include MALAT1/miR-30, MALAT1/miR-214, LEF1-AS1/miR-24-3P, MCF2L-AS1/miR-33a, MSC-AS1/miR-140-5P, and KCNQ1OT1/miR-214. It is quite interesting that nuclear factor-kappa B (NF-&#x3ba;B) represents a group of inducible transcription factors (TFs) to regulate gene expression implicated in the immune responses. NF-&#x3ba;B can functionally interact with ncRNAs to construct an intricate NF-&#x3ba;B-miRs-lncRNAs network in regulating down-stream gene expression in different aspects. This type of network interactions among miR-146a/b, MALAT1, NKILA and NF-&#x3ba;B have been reported in the pathogenesis of some inflammatory conditions (<xref ref-type="bibr" rid="B51">Ghafouri-Fard et&#x20;al., 2021c</xref>). Collectively, these data can provide some clues to support the interactions among environmental factors, gut dysbiosis, aberrant ncRNA expression and inflammation/autoimmunity in the development of AS. We are going to discuss in detail the aberrant epigenetic regulation in AS pathogenesis in the next section.</p>
</sec>
<sec id="s8">
<title>Aberrant Epigenetic Regulation in AS</title>
<p>Epigenetics is a study on the heritable changes in gene expression which takes place without an alteration in DNA sequence but with modulations of chromatin-associated molecules caused by environmental factors. These environmental factors include dietary nutrition, lifestyle, exercise/physical activity, drugs/toxins and other miscellaneous contributory factors (<xref ref-type="bibr" rid="B1">Abdul et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B63">Heinbockel and Csoka, 2018</xref>; <xref ref-type="bibr" rid="B102">Martin and Fry, 2018</xref>). In general, epigenetic study may include DNA methylation, histone acetylation/deacetylation and circular RNA (cRNA) regulation (<xref ref-type="bibr" rid="B16">Berlingberg and Kuhn, 2020</xref>).</p>
<p>DNA methylation is an epigenetic modification with addition of methyl groups to cysteine or adenine residue to control gene transcription (<xref ref-type="bibr" rid="B39">Dor and Cedar, 2018</xref>). Many factors can affect DNA methylation such as age, sex, smoking, medications, alcohol and nutrition-diet (<xref ref-type="bibr" rid="B172">Whyte et&#x20;al., 2019</xref>). DNA methyltransferase 1 (DNMT1) is an enzyme that regulates methylation of cytosine residues. Decreased DNMT1 expression can increase gene expression. Previous studies have shown that the expression level of DNMT1 in AS patients is significantly down-regulated which is associated with hypermethylation of the promoter region of <italic>DNMT1</italic> (<xref ref-type="bibr" rid="B8">Aslani et&#x20;al., 2016</xref>). These results suggest that the dysregulation of DNMT1 expression <italic>via</italic> altered methylation level of the other target genes may contribute to AS pathogenesis. Recently, the genome-wide DNA methylation profile analysis identified many altered DNA methylation sites in the peripheral blood mononuclear cells (PBMCs) of AS patients. These sites include hypermethylation of <italic>HLA-DQB1</italic> (<xref ref-type="bibr" rid="B61">Hao et&#x20;al., 2017</xref>), hypermethylation of CpG3 and CpG5 in B-cell chronic lymphocytic leukemia/lymphoma 11B (<italic>BCL11B</italic>) (<xref ref-type="bibr" rid="B80">Karami et&#x20;al., 2017</xref>), and hypermethylation of GTPase-related genes (<xref ref-type="bibr" rid="B30">Coit et&#x20;al., 2019</xref>). However, HLA-B27 bearing patients with AS were found to have some hypomethylated DNA promoters in HCP5 tubulin folding cofactor A (<italic>TBCA</italic>) and phospholipase D family member 6 (<italic>PLD6</italic>) (<xref ref-type="bibr" rid="B30">Coit et&#x20;al., 2019</xref>).</p>
<p>To elucidate the epigenetic regulation of immune dysfunctions in AS, the DNA methylation profile of blood cells was analyzed. Hypermethylation of the promoter in interferon regulatory factor 8 (<italic>IRF8</italic>) (<xref ref-type="bibr" rid="B26">Chen et&#x20;al., 2019</xref>) and 2CpG islands of IL-12B (<italic>IL12B-1</italic> and <italic>IL12B-2</italic>) (<xref ref-type="bibr" rid="B186">Zhang et&#x20;al., 2019</xref>) were found. Both IFN-&#x3b3; and IL-12 are crucial cytokines in suppressing Th17 cell proliferation and differentiation, which contribute in consequence to reduce severity of AS. Further investigations disclosed that hypermethylated miR-34b promoter leads to upregulation of miR-34b, thus inhibiting the IL-12B gene expression and alleviating disease activity of AS (<xref ref-type="bibr" rid="B107">Meng et&#x20;al., 2021</xref>).</p>
<p>On the other hand, histone modification allows activation (euchromatin) and deactivation (heterochomatin) of chromatin by two enzymes, histone acetyltransferase (HATs) and histone deacetylase (HDACs) (<xref ref-type="bibr" rid="B6">Allis and Jenuwein, 2016</xref>). In PBMC study, decrease in and imbalance between HAT and HDAC activities were present in AS patients, compared to the healthy controls (<xref ref-type="bibr" rid="B158">Toussirot et&#x20;al., 2013</xref>). The aberrant DNA methylation and histone modifications in PBMC are depicted in <xref ref-type="fig" rid="F7">Figure&#x20;7</xref>.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>The contribution of aberrant epigenetic regulations in AS pathogenesis including histone modiciations, DNA methylation and ncRNA expression. Decreased both HATs and HDACs expression, and therefore imbalanced HATs/HDACs ratio are found in AS. Moreover, hypermethylation of HLA-DQB1, CpG3 and CpG5 isolates of BCLIIB (B&#x20;cell chronic lymphocytic leukemia IIB) and GTPase-related genes are found. In contrast, DNA methyltransferase (DNMT1) promoter region hypermethylation was found in AS patients. This can cause hypermethylation in the promoter region of IFN-&#x3b3; and IL-12 and conversely enhance IL-17 production. On the contrary, hypermehtylation of miR-34b promoter increase IL-12 production to suppress IL-17 expression. The abnormal ncRNA expressions in the intracellular and extracellular parts with their modes of action are presented in <xref ref-type="table" rid="T1">Tables 1</xref>&#x2013;<xref ref-type="table" rid="T3">3</xref>.</p>
</caption>
<graphic xlink:href="fcell-09-748063-g007.tif"/>
</fig>
<sec id="s8-1">
<title>The Characteristics of Non-Coding RNAs and Their Roles in the Pathogenesis of and Clinical Applications in AS Patients</title>
<p>ncRNAs are single-stranded RNAs composed of microRNAs (miRs, with 20-24 nucleotides) and long non-coding RNAs (lncRNAs, with more than 24 nucleotides and less than 300 nucleotides). They regulate gene expression and therefore are involved in physiological and pathophysiological processes. They exist in the cells, extracellular fluid and cell-derived exosomes in a stable form. In addition, lncRNAs can act as sponge for modulating miR functions. Accordingly, ncRNA expression profiles can serve as biomarkers for disease activity, pathogenesis, prognosis and therapeutic monitoring of the diseases (<xref ref-type="bibr" rid="B111">Mohammadi et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B16">Berlingberg and Kuhn, 2020</xref>; <xref ref-type="bibr" rid="B112">Motta et&#x20;al., 2020</xref>). Besides their molecular stability, the characteristic tissue specificity, easy obtainability from different biological fluids (plasma, saliva, urine, synovial fluid and other tissue fluid), and powerful discrimination render ncRNA profiling a useful tool in studying autoimmune, inflammatory and neoplastic diseases (<xref ref-type="bibr" rid="B119">Park et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B120">Pauley et&#x20;al., 2009</xref>). Therefore, we will discuss in detail the contribution of ncRNAs to the deranged T&#x20;cell responses, inflammation, altered bone homeostasis and monitoring of disease activity in&#x20;AS.</p>
<p>
<xref ref-type="bibr" rid="B85">Lai et&#x20;al. (2013)</xref> discovered that three ncRNAs, miR-16, miR-221 and let-7i, were over-expressed in T&#x20;cells from AS patients (AS-T). TLR-4 has been confirmed to be the target molecule of let-7i in AS-T cells. In addition, increased expression of let-7i enhanced IFN-&#x3b3; production in AS patients. miR-221 and let-7i were also associated with disease activity of lumbar spine (as calculated by BASRI) in AS. <xref ref-type="bibr" rid="B66">Huang et&#x20;al. (2014)</xref> found that significant higher expression of miR-29 in PBMCs of AS patients, although not correlated to disease activity, could be used as a useful diagnostic biomarker in new bone formation. The same authors also found that the mRNA levels of miR-29a, <italic>DKK-1</italic>, &#x3b2;-catenin and <italic>RUNX2</italic> were significantly higher whereas that of <italic>GSK-3b</italic> was significantly lower in AS patients (<xref ref-type="bibr" rid="B67">Huang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B68">Huang et&#x20;al., 2019</xref>). These data imply that miR-29 might become a useful marker for new bone formation in AS patients as evidenced by its ability to regulate <italic>DKK-1</italic> in <italic>Wnt</italic> signaling pathway.</p>
<p>
<xref ref-type="bibr" rid="B46">Fogel et&#x20;al. (2019)</xref> investigated the miR expression in both CD14<sup>&#x2b;</sup> monocytes and CD4<sup>&#x2b;</sup> T lymphocytes from AS patients. The group found downregulated miR-361-3p, miR-223-3p, miR-384, and miR-16-5p in monocytes and upregulated miR-16-1-3p, miR-28-5p, miR-199a-5p, and miR-126-3p in T lymphocytes that might contribute to AS pathophysiology. Li X et&#x20;al. (2019) reported elevated expression of miR-17-5p, miR-27a, miR-29a and miR-126-3p in PBMCs of axial SpA, which might be regarded as useful diagnostic markers in AS. Furthermore, <xref ref-type="bibr" rid="B181">Yang et&#x20;al. (2019)</xref> provided evidence that miR-335-5p, miR-27a and miR-218 would predispose syndesmophyte formation in AS patients. Recently, <xref ref-type="bibr" rid="B115">Ni and Leng, 2020</xref> have found that miR-495 in PBMC, whole blood, and serum is downregulated because its promoter region is highly methylated in AS patients. Besides, the miR-495 expression is negatively associated with programmed cell death protein 10, <italic>PDCD10</italic>. This may indicate <italic>PDCD10</italic> expression can be targeted by miR-495 in AS. Bioinformatic analyses and signaling pathway studies have revealed that miR-495 can down-regulate &#x3b2;-catenin and TGF-&#x3b2;1. The intracellular ncRNA expressions in immune cells (PBMCs, T&#x20;cells or monocytes), their modes of action and clinical applications in AS are summarized in <xref ref-type="table" rid="T1">Table&#x20;1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Intracellular ncRNA expressions, their modes of action and clinical applications in the immune cells of patients with AS.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Cell/Body fluid&#xa0;</th>
<th align="center">ncRNA</th>
<th align="center">Mode of action</th>
<th align="center">Biomarker</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="3" align="left">T&#x20;cell</td>
<td align="left">miR-16&#x2191;</td>
<td rowspan="3" align="left">IFN-&#x3b3;&#x2191;</td>
<td rowspan="3" align="left">Disease activity in lumbar spine</td>
<td rowspan="3" align="left">
<xref ref-type="bibr" rid="B85">Lai et&#x20;al. (2013)</xref>
</td>
</tr>
<tr>
<td align="left">miR-221&#x2191;</td>
</tr>
<tr>
<td align="left">lncRNA let-7i&#x2191;</td>
</tr>
<tr>
<td rowspan="4" align="left">PBMC&#xa0;</td>
<td rowspan="4" align="left">miR-29&#x2191;</td>
<td align="left">DKK-1&#x2191;</td>
<td align="left">Disease activity</td>
<td align="left">
<xref ref-type="bibr" rid="B66">Huang et&#x20;al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left">&#x3b2;-catenin&#x2191;</td>
<td align="left">Diagnostic biomarker for new bone formation</td>
<td align="left">
<xref ref-type="bibr" rid="B67">Huang et&#x20;al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">RUNX2&#x2191;</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">GSK-3&#x3b2;&#x2193;</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td rowspan="4" align="left">CD<sub>14</sub>
<sup>&#x2b;</sup> M<italic>&#x3d5;</italic>
</td>
<td align="left">miR-361-3p&#x2193;</td>
<td rowspan="4" align="left">AS pathogenesis</td>
<td rowspan="4" align="left"/>
<td rowspan="4" align="left">
<xref ref-type="bibr" rid="B46">Fogel et&#x20;al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">miR-223-3p&#x2193;</td>
</tr>
<tr>
<td align="left">miR-484&#x2193;</td>
</tr>
<tr>
<td align="left">miR-16-5p&#x2193;</td>
</tr>
<tr>
<td rowspan="4" align="left">CD<sub>4</sub>
<sup>&#x2b;</sup> T&#xa0;</td>
<td align="left">miR-16-1-3p&#x2191;</td>
<td rowspan="4" align="left"/>
<td rowspan="4" align="left"/>
<td rowspan="4" align="left"/>
</tr>
<tr>
<td align="left">miR-28-5p&#x2191;</td>
</tr>
<tr>
<td align="left">miR-199a-5p&#x2191;</td>
</tr>
<tr>
<td align="left">miR-126-3p&#x2191;</td>
</tr>
<tr>
<td rowspan="4" align="left">PBMC</td>
<td align="left">miR-17-5p&#x2191;</td>
<td rowspan="4" align="left"/>
<td rowspan="4" align="left">Diagnostic biomarker</td>
<td rowspan="4" align="left">
<xref ref-type="bibr" rid="B87">Li et&#x20;al. (2019a)</xref>
</td>
</tr>
<tr>
<td align="left">miR-27a&#x2191;</td>
</tr>
<tr>
<td align="left">miR-29a&#x2191;</td>
</tr>
<tr>
<td align="left">miR-126-3p&#x2191;</td>
</tr>
<tr>
<td rowspan="3" align="left">PBMC</td>
<td align="left">miR-335-5p</td>
<td rowspan="3" align="left"/>
<td rowspan="3" align="left">New bone formation</td>
<td rowspan="3" align="left">
<xref ref-type="bibr" rid="B181">Yang et&#x20;al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">miR-27a</td>
</tr>
<tr>
<td align="left">miR-218</td>
</tr>
<tr>
<td rowspan="3" align="left">PBMC/Serum&#x002A;</td>
<td rowspan="3" align="left">miR-495&#x2193;</td>
<td align="left">PDCD<sub>10</sub>&#x2191;</td>
<td rowspan="3" align="left">New bone formation</td>
<td rowspan="3" align="left">
<xref ref-type="bibr" rid="B115">Ni and Leng, (2020)</xref>
</td>
</tr>
<tr>
<td align="left">&#x3b2;-catenin&#x2191;</td>
</tr>
<tr>
<td align="left">TGF-&#x3b2;<sub>1</sub>&#x2191;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>M<italic>&#x3d5;</italic>, macrophage; PBMC, peripheral blood mononuclear cell; CD, cluster of differentiation; IFN, interferon; RUNX, Runt related transcriptional factor; PDCD, programmed cell death protein; GSK, glycogen synthase kinase; TGF, transforming growth factor; DKK, Dickkopf related protein. &#x002A; also appearing in serum.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The extracellular ncRNAs may include those in circulatory tissue fluid (serum, plasma, etc.) and tissue-derived (exosomes) ones. <xref ref-type="bibr" rid="B124">Qian et&#x20;al. (2016)</xref> unraveled that serum miR-146a and miR-155 were significantly upregulated in AS. Moreover, the serum level of miR-155 is associated with disease activity and the severity of thoracolumbar kyphosis secondary to AS. <xref ref-type="bibr" rid="B123">Prajzlerov&#xe1; et&#x20;al. (2017)</xref> found that miR-625-3p can reflect disease activity in AS with spinal involvement. Moreover, miR-29a-3p, miR-146a-5p and miR-222-3p are involved in extracellular matrix formation and inflammation, and are associated with spinal changes and disease activity (BASDAI) in AS patients. These dysregulated miRs are also suggestive of their potential as biomarkers for disease progression. <xref ref-type="bibr" rid="B122">Perez-Sanchez et&#x20;al. (2018)</xref> unclosed that higher expression levels of miR-146a-5p, miR-125a-5p, miR-151a-3p and miR-22-3p and lower expression levels of miR-150-5p and miR-451a were present in the AS plasma. Bioinformatic analysis has revealed that these six miRs target proinflammatory and bone remodeling genes. Besides, miR-125a-5p, miR-151a-3p, miR-150-5p and miR-451a expression are related to the presence of syndesmophytes in AS. Accordingly, these six plasma miR signature can become gorgeous non-invasive biomarkers for AS diagnosis. Recently, <xref ref-type="bibr" rid="B132">Reyes-Loyola et&#x20;al. (2019)</xref> assessed plasma levels of ncRNAs in Mexican AS patients. They found plasma lnc let-7 was higher in patients and might serve as a diagnostic biomarker in Mexican AS patients. On the other hand, plasma miR-16 level is inversely correlated to ASDAS-CRP score and MMP-1 level, thus, serving as disease activity marker. Li Y et&#x20;al. (2020) have further found that plasma lncRNA MEG3 is downregulated and negatively correlated to the levels of IL-1&#x3b2;, IL-6 and TNF-&#x3b1; in AS patients, and can block the inflammatory response of the immune cells in AS patients. Conversely, plasma miR-146a was upregulated and positively correlated to the proinflammatory IL-1&#x3b2;, IL-6 and TNF-&#x3b1;. The authors also clarified that over expression of miR-146a could revert the inhibitory effect of abnormal MEG3 expression on inflammatory cytokines. These data imply that lncRNA MEG3 plays an anti-inflammatory role <italic>via</italic> targeting miR-146a and thus can provide a new potential therapeutic role for AS treatment. In further elucidation of the molecular mechanism for the therapeutic potential of lncRNA MEG3, <xref ref-type="bibr" rid="B100">Ma et&#x20;al. (2020)</xref> found that the expression levels of <italic>MEG3</italic> and sclerostin (<italic>SOST</italic>) are decreased but lncRNA let-7 is increased in AS patients. Their results confirmed that <italic>MEG3</italic> can interact with (sponge) let-7i in AS fibroblast and promotes <italic>SOST</italic> expression to restrain the progression of AS. This would provide a new treatment modality in AS. <xref ref-type="bibr" rid="B47">Fotoh et&#x20;al. (2020)</xref> discovered a higher expression of miR-125a and a lower expression of miR-451a in the plasma from active Egyptian AS patients. Interestingly, both miRs were able to distinguish AS patients with a structural damage and could be used as sensitive diagnostic, prognostic and disease burden biomarkers for AS patients. The extracellular (serum or plasma) ncRNA expression, their modes of action and clinical application in AS patients are listed in <xref ref-type="table" rid="T2">Table&#x20;2</xref>.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Extracellular (serum, plasma) ncRNA expressions, their modes of action and clinical applications in patients with AS.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Source</th>
<th align="center">ncRNA</th>
<th align="center">Mode of action</th>
<th align="center">Biomarker</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="4" align="left">Serum</td>
<td align="left">miR-146a&#x2191;</td>
<td rowspan="2" align="left"/>
<td rowspan="2" align="left">Disease activity and kyphosis</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B124">Qian et&#x20;al. (2016)</xref>
</td>
</tr>
<tr>
<td align="left">miR-155&#x2191;</td>
</tr>
<tr>
<td rowspan="2" align="left">miR-625-3p</td>
<td rowspan="2" align="left"/>
<td align="left">Disease activity and</td>
<td rowspan="2" align="left">Prajzlerov&#xe1; et&#x20;al. (2017)</td>
</tr>
<tr>
<td align="left">Spine involvement</td>
</tr>
<tr>
<td rowspan="3" align="left">Serum</td>
<td align="left">miR-29a-3p</td>
<td rowspan="3" align="left">Extracellular matrix formation and inflammation</td>
<td rowspan="3" align="left">Disease activity and disease progression&#xa0;</td>
<td rowspan="3" align="left"/>
</tr>
<tr>
<td align="left">miR-146a-5p</td>
</tr>
<tr>
<td align="left">miR-222-3p</td>
</tr>
<tr>
<td rowspan="6" align="left">Plasma</td>
<td align="left">miR-146a-3p&#x2191;</td>
<td rowspan="6" align="left">Target inflammatory and bone remodeling</td>
<td rowspan="6" align="left">Diagnostic and new bone formation</td>
<td rowspan="6" align="left">Perez-Sanchez et&#x20;al. (2018)</td>
</tr>
<tr>
<td align="left">miR-125a-5p&#x2191;</td>
</tr>
<tr>
<td align="left">miR-151a-3p&#x2191;</td>
</tr>
<tr>
<td align="left">miR-22-3p&#x2191;</td>
</tr>
<tr>
<td align="left">miR-150-5p&#x2193;</td>
</tr>
<tr>
<td align="left">miR-451a&#x2193;</td>
</tr>
<tr>
<td rowspan="2" align="left">Plasma (Mexico)</td>
<td align="left">lncRNA let-7&#x2191;&#xa0;</td>
<td rowspan="2" align="left">MMP-1&#x2191;, CRP&#x2191;</td>
<td align="left">Diagnostic</td>
<td rowspan="2" align="left">Reyes-Loyola et&#x20;al. (2019)</td>
</tr>
<tr>
<td align="left">miR-16&#x2193;</td>
<td align="left">Disease activity</td>
</tr>
<tr>
<td rowspan="2" align="left">Plasma</td>
<td align="left">lncRNA MEG<sub>3</sub>&#x2193;</td>
<td align="left">IL-1&#x3b2;&#x2191;, IL-6&#x2191;</td>
<td rowspan="2" align="left">Disease activity</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B90">Li et&#x20;al. (2020b)</xref>
</td>
</tr>
<tr>
<td align="left">miR-146a&#x2191;</td>
<td align="left">TNF-&#x3b1;&#x2191;</td>
</tr>
<tr>
<td rowspan="2" align="left">Plasma (Egypt)</td>
<td align="left">miR-125a&#x2191;</td>
<td rowspan="2" align="left">Structural damage</td>
<td rowspan="2" align="left">Diagnostic, prognostic and disease burden</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B47">Fotoh et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">miR-451a&#x2193;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>IL, interleukin; MMP, matrix metalloprotein; CRP, C-reactive protein; TNF, tumor necrosis factor.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In summary, these aberrant soluble extracellular ncRNAs expression in AS patients can be divided into three categories in clinical practice as shown below;<list list-type="simple">
<list-item>
<p>1) Biomarkers for disease diagnosis: lncRNA let-7, miR-146a-3P, miR-125a-5P, miR-151a-3P, miR-22-3P, miR-150-5P, and miR-451a.</p>
</list-item>
<list-item>
<p>2) Biomarkers for disease activity: miR-146a, miR-155, miR-625-3P, miR-29a-3P, miR-146a-5P, miR-222-3P, and lncRNA-MEG.</p>
</list-item>
<list-item>
<p>3) Biomarkers for both diagnosis and disease activity: miR-16a, miR-146a, miR-125a, and miR-451a</p>
</list-item>
</list>
</p>
</sec>
<sec id="s8-2">
<title>The Role of ncRNAs in Enthesitis and Ligament Inflammation</title>
<p>Enthesis is the characteristic sites where pathological processes occur in AS patients, causing enthesitis. To reflect ossifications more realistically in the ligaments of AS patients, the epigenetic regulation of the cultured ligament-derived fibroblasts were analyzed for osteogenic differentiation. <xref ref-type="bibr" rid="B185">Zhang et&#x20;al. (2017)</xref> compared miR, lncRNA and mRNA profiles in hip joint ligament tissues from AS patients. The authors identified that miR-17-5p and miR-27b-3p could increase the potentials of osteogenic differentiation in ligament fibroblasts of the hip joint. <xref ref-type="bibr" rid="B156">Tang et&#x20;al. (2018)</xref> isolated ligament fibroblasts from AS patients and induced them to differentiate into osteoblast (OB). During osteogenic differentiation, miR-124, &#x3b2;-catenin, osteorix and <italic>RUNX2</italic> expression gradually increased, while that of GSK-3&#x3b2; gradually declined. <xref ref-type="bibr" rid="B189">Zhao et&#x20;al. (2020)</xref> have demonstrated that miR-204-5p can negatively regulate <italic>NOTCH</italic> 2 expression in osteogenic differentiation in the ligament fibroblasts derived from AS patients <italic>in&#x20;vitro</italic>. These results may provide a therapeutic basis for the effective treatment for patients with AS. In the OBs isolated from murine model of AS, <xref ref-type="bibr" rid="B99">Ma et&#x20;al. (2019)</xref> found that miR-96 expressed at a high level while sclerostin (<italic>SOST</italic>) expressed at a low level. Actually, miR-96 was observed to target and negatively regulate <italic>SOST</italic>. Furthermore, the over-expressed miR-96 activated the <italic>Wnt</italic> signaling pathway and increased proinflammatory cytokines (IL-6, TNF-&#x3b1;, and IL-10), ALP activity, calcium nodule formation and OB viability. These results indicated that the overexpression of miR-96 can enhance OB differentiation and subsequent bone formation in AS mice <italic>via Wnt</italic> signaling pathway. In contrast (<xref ref-type="bibr" rid="B96">Liu W. et&#x20;al., 2019</xref>), showed that mesenchymal stem cells (MSCs) derived from AS patients exhibited a strong capacity to inhibit osteoclastogenesis and secreted more CXCL5. Further studies showed that down-regulation of miR-4284 in AS-MSCs resulted in increased CXCL5, indicating that osteoclastogenesis may be markedly suppressed <italic>via</italic> miR- 4284/CXCL5 axis. By experiments with human fibroblast-like synovial cells (HFLSs) isolated from AS tissues, <xref ref-type="bibr" rid="B40">Du et&#x20;al. (2019)</xref> showed that miR-495 and dishevelled 2 (DVL-2) molecule were negatively correlated with each other in AS. Both molecules can inhibit inflammation by down-regulating proinflammatory cytokines, IL-1, IL-6 and TNF-&#x3b1; and facilitate bone differentiation by up-regulating osteoprotegerin (OPG) and RANKL levels in HFLS. Besides, miR-495 and siRNA, si-DVL-2, enhanced expression of <italic>wnt3a</italic>, <italic>RUNX2</italic> and &#x3b2;-catenin and reduced &#x3b2;-catenin phosphorylation. Collectively, miR-495 depresses inflammatory responses and promotes bone differentiation of HFLSs <italic>via</italic> Wnt/&#x3b2;-catenin/RUNX-2 pathway by targeting DVL-2.</p>
<p>In addition to miRs and lncRNAs, circular RNAs (circRNAs) are a particular class of endogenous ncRNAs with a covalently closed circular structure (<xref ref-type="bibr" rid="B64">Hsu and Coca-Prados, 1979</xref>; <xref ref-type="bibr" rid="B58">Hansen et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B106">Memczak et&#x20;al., 2013</xref>). Different from the linear RNAs, circRNAs lack free 3&#x2032;-end poly A tail and 5&#x2032;-end cap which prevent them from being degraded by nucleic acid endonuclease (<xref ref-type="bibr" rid="B126">Qu et&#x20;al., 2015</xref>). Accordingly, the closed circular structure of circRNAs makes them extremely stable in the extracellular milieu and able to regulate the expression of target miRs by their sponge effects in human diseases (<xref ref-type="bibr" rid="B140">SanterBar and Thum, 2019</xref>; <xref ref-type="bibr" rid="B167">Wang et&#x20;al., 2019</xref>). <xref ref-type="bibr" rid="B84">Kou et&#x20;al. (2020)</xref> analyzed the circRNA expression profile of the spinal ligament tissue in AS patients. The authors found 57 circRNAs were up-regulated and 66 were down-regulated which were mainly involved in the regulation of biological processes of peptidyl-serine phosphorylation and immune system relevant to AS pathogenesis. In addition, the circRNA-miR interactions may provide new clues for understanding the mechanisms, diagnosis and potential molecular targets for the treatment in AS patients.</p>
<p>Another interesting findings by <xref ref-type="bibr" rid="B153">Tabrizi et&#x20;al. (2017)</xref> were from the investigations on expression levels of the maturing microprocessor complex of miR in PBMCs from AS patients. It is believed that major enzymes responsible for miR maturation are Dicer, Drosha, and Drosha assistant DGCR8. Their results revealed that both Dicer and DGCR8 mRNA expression were down-regulated whereas Drosha mRNA expression was not influenced in AS. These data suggest that the down-regulated miR maturation components may probably contribute to the pathogenesis of AS. The intracellular expression of ncRNAs in ligament-derived fibroblasts of AS patients and their modes of action are summarized in <xref ref-type="table" rid="T3">Table&#x20;3</xref>.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Intracellular expressions of ncRNAs in ligament-derived fibroblast, osteoblasts, bone marrow-derived mesenchymal stem cells (MSCs) and human fibroblast-like synovial cells (HFLSs) from AS patients.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Source</th>
<th align="center">ncRNA</th>
<th align="center">Mode of action</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">Fibroblast</td>
<td align="left">miR-17-5p&#x2191;</td>
<td rowspan="2" align="left">Osteogenic differentiation&#x2191;</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B185">Zhang et&#x20;al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">miR-27b-3p&#x2191;</td>
</tr>
<tr>
<td rowspan="4" align="left">Fibroblast</td>
<td rowspan="4" align="left">miR-124&#x2191;</td>
<td align="left">&#x3b2;-catenin&#x2191;</td>
<td rowspan="4" align="left">
<xref ref-type="bibr" rid="B156">Tang et&#x20;al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">Osterix&#x2191;</td>
</tr>
<tr>
<td align="left">RUNX2&#x2191;</td>
</tr>
<tr>
<td align="left">GSK-3&#x3b2;&#x2193;</td>
</tr>
<tr>
<td rowspan="2" align="left">Fibroblast</td>
<td rowspan="2" align="left">miR-204-5p&#x2191;</td>
<td align="left">Notch 2 expression&#x2193;</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B189">Zhao et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">Ostoegenic differentiation&#x2191;</td>
</tr>
<tr>
<td rowspan="9" align="left">Murine AS osteoblast</td>
<td rowspan="9" align="left">miR-96&#x2191;</td>
<td align="left">IL-6&#x2191;</td>
<td rowspan="9" align="left">
<xref ref-type="bibr" rid="B99">Ma et&#x20;al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">TNF-&#x3b1;&#x2191;</td>
</tr>
<tr>
<td align="left">IL-10&#x2191;</td>
</tr>
<tr>
<td align="left">
<italic>Wnt</italic> signaling&#x2191;</td>
</tr>
<tr>
<td align="left">ALP&#x2191;</td>
</tr>
<tr>
<td align="left">Calcium&#x2191;</td>
</tr>
<tr>
<td align="left">Osteoblast viability&#x2191;</td>
</tr>
<tr>
<td align="left">
<italic>SOST</italic>&#x2191;</td>
</tr>
<tr>
<td align="left">New bone formation&#x2191;</td>
</tr>
<tr>
<td rowspan="3" align="left">MSC</td>
<td rowspan="3" align="left">miR-4284&#x2193;</td>
<td align="left">Osteoclastogenesis&#x2193;</td>
<td rowspan="3" align="left">Liu W et&#x20;al. (2019)</td>
</tr>
<tr>
<td align="left">Osteogenesis&#x2191;</td>
</tr>
<tr>
<td align="left">CXCL5&#x2191;</td>
</tr>
<tr>
<td rowspan="7" align="left">HFLS</td>
<td align="left">miR-495&#x2191;</td>
<td align="left">Inflammation&#x2193;</td>
<td rowspan="7" align="left">
<xref ref-type="bibr" rid="B40">Du et&#x20;al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">DVL-2&#x2193;</td>
<td align="left">IL-1&#x2193;</td>
</tr>
<tr>
<td align="left"/>
<td align="left">IL-6&#x2193;</td>
</tr>
<tr>
<td align="left"/>
<td align="left">TNF-&#x3b1;&#x2193;</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Osteoprotegerin&#x2191;</td>
</tr>
<tr>
<td align="left"/>
<td align="left">Wnt/&#x3b2;-catenin/<italic>RUNX2</italic>&#x2191;</td>
</tr>
<tr>
<td align="left"/>
<td align="left">RANKL&#x2191;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>RUNX, Runt related transcriptional factor; TNF, tumor necrosis factor; IL, interleukin; ALP, alkaline phosphotase; <italic>Wnt</italic>, wingless and Int-1; <italic>SOST</italic>, sclerostin gene; CXCL, ligand for cysteine-X-cysteine chemokine; RANKL, Receptor activator of nuclear factor kappa-&#x392;&#xa0;ligand; GSK, glycogen synthase kinase. DVL, segment polarity protein dishevelled homolog.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s9">
<title>Conclusion and Perspectives</title>
<p>Genetic and environmental factors intriguingly interact with each other in affecting epigenetic modifications in patients with AS. More than 100 genes have been identified to contribute to AS susceptibility. Among them, HLA-B27 subtypes, polymorphic ERAP, and IL-23R mutation seem to be significantly associated. It is also conceivable that the microtrauma in the entheses may trigger the onset of AS. Besides, the arthritogenic peptides (misfolded HLA-B27 antigen and HLA-B27 homodimer), gut dysbiosis, abnormal intestinal metabolomic products, and immune plasticity can also induce soft tissue, articular and extra-articular inflammation. The inflammation-induced osteoporosis, the subsequent osteogenesis, and finally the new bone formation may cause skeletal disability. Extra-musculoskeletal manifestations of AS include mainly anterior uveitis, aortitis and interstitial fibrosis of the upper lungs. The florid immune dysfunctions of innate and adaptive immune responses resulted from the abnormal IL-23/IL-17 axis is paramount crucial. Nevertheless, the aberrant presentations of up-stream epigenetic regulatory mechanisms are the culprits of similar importance for the abnormal immune regulation in AS. That is to say, these abnormalities of ncRNAs (i.e.,&#x20;miRs, lncRNAs and circRNAs) and microRNA maturing microprocessor complex (Dicer and Drosha) in PBMCs, serum/plasma and tissues play a crucial role in disrupting innate and adaptive immune responses implicated in multiple pathological processes in patients with AS. Although, the molecular mechanisms for these characteristic pathogenic events including enthesitis, osteoporosis, osteogenesis, anterior uveitis, aotitis and interstitial lung fibrosis have been discussed in detail above, the real causes of AS pathogenesis remain elusive. Some perspective investigations helpful for the understanding of this complicated epigenetic regulation are suggested: <list list-type="simple">
<list-item>
<p>1) A molecular basis for the induction of gut dysbiosis by HLA-B27 subtypes with its subsequent abnormal epigenetic regulation and immune dysregulation should be clarified.</p>
</list-item>
<list-item>
<p>2) Clinically applicable serum ncRNAs as biomarkers for measuring disease activity and assessing therapeutic response in AS patients should be identified on the level of high sensitivity and specificity, compared to the nonspecific serum CRP and stool calprotectin currently available.</p>
</list-item>
<list-item>
<p>3) The role of aberrant ncRNA expression with subsequent abnormal immune responses in stressful enthesis induced by denatured hyaluronan-I needs to be explored.</p>
</list-item>
<list-item>
<p>4) Molecular and cellular bases for the absence of rheumatoid factors in AS patients that may be relevant to deranged ncRNA expression need to be unveiled</p>
</list-item>
<list-item>
<p>5) The production of anti-CD74 autoantibody with its immunopathogical roles in AS patients that may be relevant to aberrant ncRNA expression should also be delineated.</p>
</list-item>
</list>
</p>
</sec>
</body>
<back>
<sec id="s10">
<title>Author Contributions</title>
<p>C-LY and C-YT supervised the writing of the manuscript. C-YT and H-TL prepared the manuscript and wrote the draft together. T-HL and S-CH prepared the figure drafts. C-YS, C-HW, H-TL, C-HL, C-CL, Y-MK, Y-SS, K-JL, and C-TC actively participated in the discussions and suggestions for the manuscript. All authors have read and agreed the final version of the manuscript.</p>
</sec>
<sec id="s11">
<title>Funding</title>
<p>This work is supported partially by grants from Taipei Veterans General Hospital (V108-C-203) and the Ministry of Science and Technology, Executive Yuan (MOST-107-2314-B-075-051-MY3), Taiwan.</p>
</sec>
<sec sec-type="COI-statement" id="s12">
<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 sec-type="disclaimer" id="s13">
<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>
<ack>
<p>The authors thank all of the individuals who participated in this investigation.</p>
</ack>
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