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<article article-type="brief-report" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">741867</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2021.741867</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Disruption of c-MYC Binding and Chromosomal Looping Involving Genetic Variants Associated With Ankylosing Spondylitis Upstream of the <italic>RUNX3</italic> Promoter</article-title>
<alt-title alt-title-type="left-running-head">Cohen et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Functional Polymorphisms in Ankylosing Spondylitis</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Cohen</surname>
<given-names>Carla J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1081769/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Davidson</surname>
<given-names>Connor</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="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Selmi</surname>
<given-names>Carlo</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bowness</surname>
<given-names>Paul</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/591762/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Knight</surname>
<given-names>Julian C.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wordsworth</surname>
<given-names>B. Paul</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Vecellio</surname>
<given-names>Matteo</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="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/557701/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford</institution>, <addr-line>Oxford</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>National Institute for Health Research Oxford Comprehensive Biomedical Research Centre, Botnar Research Centre, Nuffield Orthopaedic Centre</institution>, <addr-line>Oxford</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Wellcome Centre for Human Genetics, University of Oxford</institution>, <addr-line>Oxford</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Division of Rheumatology and Clinical Immunology, Humanitas Clinical and Research Center - IRCCS</institution>, <addr-line>Rozzano</addr-line>, <country>Italy</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/839505/overview">Tommaso Pippucci</ext-link>, Unit&#xe0; Genetica Medica, Policlinico Sant&#x2019;Orsola-Malpighi, Italy</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/828437/overview">Elisa Giorgio</ext-link>, University of Turin, Italy</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/904537/overview">Malte Spielmann</ext-link>, Max Planck Institute for Molecular Genetics, Germany</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Matteo Vecellio, <email>matteo.vecellio@ndorms.ox.ac.uk</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Genetics of Common and Rare Diseases, a section of the journal Frontiers in Genetics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>07</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>741867</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>12</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Cohen, Davidson, Selmi, Bowness, Knight, Wordsworth and Vecellio.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Cohen, Davidson, Selmi, Bowness, Knight, Wordsworth and Vecellio</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>
<bold>Background:</bold> Ankylosing Spondylitis (AS) is a common form of inflammatory spinal arthritis with a complex aetiology and high heritability, involving more than 100 genetic associations. These include several AS-associated single nucleotide polymorphisms (SNPs) upstream of <italic>RUNX3,</italic> which encodes the multifunctional RUNT-related transcription factor (TF) 3. The lead associated SNP <italic>rs6600247</italic> (<italic>p</italic>&#x20;&#x3d; 2.6 &#xd7; 10<sup>&#x2212;15</sup>) lies &#x223c;13kb upstream of the <italic>RUNX3</italic> promoter adjacent to a c-MYC TF binding-site. The effect of <italic>rs6600247</italic> genotype on DNA binding and chromosome looping were investigated by electrophoretic mobility gel shift assays (EMSA), Western blotting-EMSA (WEMSA) and Chromosome Conformation Capture&#x20;(3C).</p>
<p>
<bold>Results:</bold> Interrogation of ENCODE published data showed open chromatin in the region overlapping <italic>rs6600247</italic> in primary human CD14<sup>&#x2b;</sup> monocytes, in contrast to the Jurkat T&#x20;cell line or primary human T-cells. The <italic>rs6600247</italic> AS-risk allele is predicted to specifically disrupt a c-MYC binding-site. Using a 50bp DNA probe spanning <italic>rs6600247</italic> we consistently observed reduced binding to the AS-risk &#x201c;C&#x201d; allele of both purified c-MYC protein and nuclear extracts (NE) from monocyte-like U937 cells. WEMSA on U937 NE and purified c-MYC protein confirmed these differences (<italic>n</italic>&#x20;&#x3d; 3; <italic>p</italic>&#x20;&#x3c; 0.05). 3C experiments demonstrated negligible interaction between the region encompassing <italic>rs6600247</italic> and the RUNX3 promoter. A stronger interaction frequency was demonstrated between the <italic>RUNX3</italic> promoter and the previously characterised AS-associated SNP <italic>rs4648889</italic>.</p>
<p>
<bold>Conclusion:</bold> The lead SNP <italic>rs6600247,</italic> located in an enhancer-like region upstream of the <italic>RUNX3</italic> promoter, modulates c-MYC binding. However, the region encompassing <italic>rs6600247</italic> has rather limited physical interaction with the promoter of <italic>RUNX3</italic>. In contrast a clear chromatin looping event between the region encompassing <italic>rs4648889</italic> and the <italic>RUNX3</italic> promoter was observed. These data provide further evidence for complexity in the regulatory elements upstream of the <italic>RUNX3</italic> promoter and the involvement of <italic>RUNX3</italic> transcriptional regulation in&#x20;AS.</p>
</abstract>
<kwd-group>
<kwd>ankylosing spondylitis</kwd>
<kwd>single nucleotide polymorphism (SNP)</kwd>
<kwd>chromosome conformation capture (3C)</kwd>
<kwd>RUNX3</kwd>
<kwd>c-Myc</kwd>
</kwd-group>
<contract-num rid="cn001">21428 22053&#x20;22198</contract-num>
<contract-sponsor id="cn001">Versus Arthritis<named-content content-type="fundref-id">10.13039/501100012041</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<sec id="s1-1">
<title>Background</title>
<p>Ankylosing Spondylitis (AS) is a form of inflammatory spondyloarthritis predominantly affecting the axial skeleton, which is characterised pathologically by enthesitis (<xref ref-type="bibr" rid="B4">Bridgewood et&#x20;al., 2020</xref>). Extra-skeletal manifestations are also common in AS; these include inflammation of the gut (ranging from low-grade sub-clinical inflammation of the terminal ileum to overt inflammatory bowel disease - IBD), skin (psoriasis), and uveal tract (<xref ref-type="bibr" rid="B42">Stolwijk et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B32">Rizzo et&#x20;al., 2017</xref>). AS was one of the first complex diseases in which a specific genetic effect was identified when its strong association with the major histocompatibility complex (MHC) immune response gene HLA-B27 was described nearly 50&#xa0;years ago (<xref ref-type="bibr" rid="B3">Brewerton et&#x20;al., 1973</xref>) (<xref ref-type="bibr" rid="B35">Schlosstein et&#x20;al., 1973</xref>). However, it is clearly polygenic (<xref ref-type="bibr" rid="B5">Brown et&#x20;al., 1997</xref>); even the MHC association is attributable to several alleles at more than one locus (<xref ref-type="bibr" rid="B10">Cortes et&#x20;al., 2015</xref>) and more than 100&#x20;non-MHC genetic associations have now been suggested by genome-wide association studies (<xref ref-type="bibr" rid="B6">Burton et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B31">Reveille et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B17">Evans et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B9">Cortes et&#x20;al., 2013</xref>). Shared genetic susceptibility factors undoubtedly contribute to the excess occurrence of psoriasis, IBD and uveitis not only in individuals with AS but also their relatives (<xref ref-type="bibr" rid="B14">Ellinghaus et&#x20;al., 2016</xref>) (<xref ref-type="bibr" rid="B33">Robinson et&#x20;al., 2016</xref>). One of the strongest non-HLA associations with AS is with the <italic>RUNX3</italic> (Runt-related transcription factor (TF) 3) locus. RUNX3 is involved in T-cell function and plays a key role in the development of CD8<sup>&#x2b;</sup> T-cells (<xref ref-type="bibr" rid="B13">Egawa et&#x20;al., 2007</xref>). It also influences many other cells, including helper T-cells, innate lymphoid, tissue resident, mucosa and gut cells (<xref ref-type="bibr" rid="B12">Ebihara et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B2">Behr et&#x20;al., 2018</xref>). We have recently demonstrated that AS-associated non-coding single nucleotide polymorphisms (SNPs) in an enhancer-like region upstream of <italic>RUNX3</italic> affect the binding of different factors: in particular the repressive nucleosome remodelling and deacetylase (NuRD) complex binds preferentially to the risk allele, while conversely interferon regulatory factor (IRF) five to the protective allele (<xref ref-type="bibr" rid="B43">Vecellio et&#x20;al., 2021</xref>). However, the functional effects of these changes on gene transcription are still to be precisely determined. Our earlier observations were made in T-cells, but here we describe some of the functional effects of the lead AS-associated SNP in the vicinity of <italic>RUNX3</italic> (<italic>rs6600247</italic>, <italic>p</italic>&#x20;&#x3d; 2.6 &#xd7; 10<sup>&#x2212;15</sup> (<xref ref-type="bibr" rid="B9">Cortes et&#x20;al., 2013</xref>) that are more obvious in CD14<sup>&#x2b;</sup> monocyte-like cells than CD8<sup>&#x2b;</sup> T-cells. First, we evaluate the chromatin landscape surrounding <italic>rs6600247</italic> using the ENCODE database (<ext-link ext-link-type="uri" xlink:href="https://genome.ucsc.edu/ENCODE/">https://genome.ucsc.edu/ENCODE/</ext-link>). Second, we demonstrate differential allelic binding of <italic>rs6600247</italic> to the c-MYC TF. Finally, we investigate the chromosomal architecture and physical interactions between AS-associated sequences in the enhancer-like region upstream of <italic>RUNX3</italic> and its promoter, showing a probable role of chromosome looping in the regulation of <italic>RUNX3</italic>.</p>
</sec>
</sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<sec id="s2-1">
<title>Genotyping</title>
<p>DNA was extracted using the Qiagen AllPrep DNA/RNA Mini Kit (Qiagen Ltd., Manchester, United&#x20;Kingdom) and genotyped for <italic>rs6600247</italic> using TaqMan SNP assay (custom order by Life Technologies, Paisley, United&#x20;Kingdom), for the cells (obtained by the buffy coat) used in the functional studies.</p>
</sec>
<sec id="s2-2">
<title>
<italic>In Silico</italic> Investigation</title>
<p>We used the UCSC genome browser build hg19 and the Roadmap database [<ext-link ext-link-type="uri" xlink:href="https://genome.ucsc.edu/ENCODE/">https://genome.ucsc.edu/ENCODE/</ext-link>] to investigate the epigenetic landscape of <italic>rs6600247</italic> upstream of the <italic>RUNX3</italic> promoter, which is strongly associated with AS (<italic>p</italic>&#x20;&#x3d; 4.2 &#xd7; 10<sup>&#x2013;15</sup>) (<xref ref-type="bibr" rid="B9">Cortes et&#x20;al., 2013</xref>). Histone modifications and GeneHancer (a database of human regulatory elements and their inferred target genes) tracks were selected to evaluate regulatory elements and chromosome looping between promoters and enhancer regions (<xref ref-type="bibr" rid="B19">Fishilevich et&#x20;al., 2017</xref>).</p>
</sec>
<sec id="s2-3">
<title>Cell Lines, Culture and Primary Human Cell Isolation</title>
<p>Blood samples were obtained from AS patients with ethical approval (COREC <bold>06/Q1606/139)</bold> and informed patient consent. CD8<sup>&#x2b;</sup> T-cells and CD14<sup>&#x2b;</sup> monocytes were isolated from AS patients&#x2019; peripheral blood mononuclear cells (PBMCs) using a CD8<sup>&#x2b;</sup> T-cell or a CD14<sup>&#x2b;</sup> monocyte isolation kit (Miltenyi, Bisley, Surrey, United&#x20;Kingdom), respectively. Jurkat, U937, CD8<sup>&#x2b;</sup> and CD14<sup>&#x2b;</sup> cells were resuspended at 1&#xd7;10<sup>6</sup>/ml in pre-warmed Roswell Park Memorial Institute medium supplemented with 10% fetal bovine serum, penicillin/streptomycin and <sc>l</sc>-glutamine, and rested overnight. Cells were then harvested for experiments.</p>
</sec>
<sec id="s2-4">
<title>Electrophoretic Mobility Gel Shift Assay</title>
<p>The impact of <italic>rs6600247</italic>, which lies in a c-MYC binding-site (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>), was assessed by EMSA. We designed DNA probes including either the protective T or the AS-risk variant C to evaluate the disruption of a c-MYC consensus motif. The DNA probes used in EMSAs (50-bp single-stranded biotinylated DNA probe incorporating <italic>rs6600247</italic>) were mixed and annealed at room temperature for 1&#xa0;h. Probes were then incubated for 20&#xa0;min with nuclear extracts (NE) obtained either from primary CD8<sup>&#x2b;</sup> T-cells or a monocyte cell line from histiocytic lymphoma (U937) stimulated with phorbol-12-myristate-13-acetate (PMA). The sequences of the synthetic single-stranded oligonucleotides are listed below:</p>
<p>C&#x2a; s (sense): 5&#x2032;-CTC&#x200b;CAT&#x200b;GAC&#x200b;GCA&#x200b;ATT&#x200b;TGG&#x200b;GCT&#x200b;C<underline>C</underline>GTT&#x200b;ATG&#x200b;AGT&#x200b;CAG&#x200b;CTC&#x200b;AAG&#x200b;TAA-3&#x2032;; T&#x2a; s: 5&#x2032;-CTC&#x200b;CAT&#x200b;GAC&#x200b;GCA&#x200b;ATT&#x200b;TGG&#x200b;GCT&#x200b;C<underline>T</underline>GTT&#x200b;ATG&#x200b;AGT&#x200b;CAG&#x200b;CTC&#x200b;AAG&#x200b;TAA-3&#x2032;; C&#x2a; as (antisense): 5&#x2032;-TTA&#x200b;CTT&#x200b;GAG&#x200b;CTG&#x200b;ACT&#x200b;CAT&#x200b;AAC<underline>G</underline>GAG&#x200b;CCC&#x200b;AAA&#x200b;TTG&#x200b;CGT&#x200b;CAT&#x200b;GGA&#x200b;G-3&#x2032;; T&#x2a; as: 5&#x2032;-TTA&#x200b;CTT&#x200b;GAG&#x200b;CTG&#x200b;ACT&#x200b;CAT&#x200b;AAC<underline>A</underline>GAG&#x200b;CCC&#x200b;AAA&#x200b;TTG&#x200b;CGT&#x200b;CAT&#x200b;GGA&#x200b;G-3&#x2032;.</p>
<p>(Underlined base highlights the position of <italic>rs6600247</italic>).</p>
</sec>
<sec id="s2-5">
<title>Western Blotting - Electrophoretic Mobility Gel Shift Assay</title>
<p>DNA probes as for EMSA (above) were incubated with nuclear extract obtained from U937, CD8<sup>&#x2b;</sup> T-cells or purified c-MYC human recombinant protein (Abcam, ab169901 Cambridge, United&#x20;Kingdom) as previously described (<xref ref-type="bibr" rid="B1">Allen et&#x20;al., 2017</xref>) and separated on DNA retardation gels at 100&#xa0;V on ice. The samples were transferred on to nitrocellulose membranes for Western blotting (WB), then blocked with 5% milk in Tris Buffer Saline &#x2b;0.1% Tween (TBST) for 1&#xa0;h at room temperature (RT) before incubating overnight at 4&#xb0;C with the primary antibody for c-MYC (Santa Cruz Biotechnology sc-40, Dallas, Texas United&#x20;States). Secondary goat anti-rabbit antibody (1:10,000 dilution) was added (1&#xa0;h RT) and the membranes washed before Horse Radish peroxidase substrate (Thermo Fisher Scientific, Waltham, Massachusetts, United&#x20;States) added for imaging. ImageJ (NIH) was used for quantifying WEMSA bands (<xref ref-type="bibr" rid="B36">Schneider et&#x20;al., 2012</xref>).</p>
</sec>
<sec id="s2-6">
<title>Chromosome Conformation Capture</title>
<p>Chromosome conformation capture (3C) was performed as previously described (<xref ref-type="bibr" rid="B26">Miele et&#x20;al., 2006</xref>). Briefly, libraries were prepared as follows: 1.5 &#xd7; 10<sup>7</sup> of U937 or Jurkat cells were cross-linked with formaldehyde at 1% of the final volume. <italic>Glycine</italic> [0.125M] was used to quench cross-linking and cells were lysed in cold lysis buffer on ice using a Dounce homogenizer (Sigma Aldrich, Gillingham, United&#x20;Kingdom). Cells were resuspended in specific restriction enzyme buffer (10&#xa0;&#x3bc;L were kept as undigested control). The remaining samples were digested overnight at 37&#xb0;C with 500 units of Sac1 (New England Biolabs, Hitchin, United&#x20;Kingdom). Digestion was stopped by the addition of 10% sodium dodecyl sulfate incubated at 65&#xb0;C for 30&#xa0;min. T4 ligase (Ambion, Thermo Fisher Scientific, Waltham, Massachusetts, United&#x20;States) was used to perform ligation for 4&#xa0;h at 16&#xb0;C. Proteinase K was added prior to reversal of cross-linking at 65&#xb0;C overnight. Proteinase K was added to the undigested and digested controls saved earlier. DNA was purified using phenol-chloroform extraction, followed by ethanol precipitation. 3C template was resuspended in 500&#xa0;ul H<sub>2</sub>O, while undigested and digested controls in 50&#xa0;ul. The quality of the chromatin samples was assessed on agarose gels. Bacterial Artificial Chromosome (BAC) preparations were performed similarly as genomic controls. 3C PCR primers were designed along the same strand and same orientation to accomplish specific amplification across 3C ligation junctions. Full list of primers is available in <xref ref-type="sec" rid="s11">Supplementary Table S1</xref> and their genomic position relative to <italic>RUNX3</italic> is shown in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>
</p>
<p>We interrogated a genomic region upstream the <italic>RUNX3</italic> distal promoter, including few AS-associated SNPs in U937 (monocyte-like) and Jurkat (T-lymphocyte-like) cell lines. The bait was placed at the distal promoter (P2) with amplification primers at the AS-associated SNPs <italic>rs6600247</italic> and <italic>rs4648889</italic> along with three intergenic regions.</p>
</sec>
<sec id="s2-7">
<title>Quantitative Real-Time Polymerase Chain Reaction</title>
<p>Total RNA from CD8<sup>&#x2b;</sup> and CD14<sup>&#x2b;</sup> cells was isolated with TRIzol (Invitrogen, Paisley, United&#x20;Kingdom) and reverse transcribed with Superscript III (Invitrogen, Thermo Fisher Scientific, 168 Third Avenue, Waltham, Massachusetts, United&#x20;States) to synthesise cDNA as previously described (<xref ref-type="bibr" rid="B44">Vecellio et&#x20;al., 2018</xref>). The specific primers were: <italic>RUNX3</italic> sense (s): 5&#x2032;-ACTCAG CAC CAC AAG CCA CT-3&#x2032;; <italic>RUNX3</italic> antisense (as): 5&#x2032;-GTC GGA GAA TGG GTT CAG TT-3&#x2032;. Quantitative PCR was performed in triplicate and the 2&#x2212;&#x394;Ct method was used to calculate the expression of <italic>RUNX3</italic> relative to &#x3b2;-actin (ID Assay qHsaCED0036269, Bio-Rad Laboratories, Kidlington, United&#x20;Kingdom).</p>
</sec>
<sec id="s2-8">
<title>Historical Controls and RUNX3 Expression</title>
<p>
<italic>RUNX3</italic> transcription in AS cases and controls was evaluated from previously published data derived from RNA-seq in PBMCs from 72 AS cases and 62 healthy controls and stratified for <italic>rs6600247</italic> (<xref ref-type="bibr" rid="B24">Li et&#x20;al., 2017</xref>).</p>
</sec>
</sec>
<sec id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Genomic Landscape Interrogation Suggests a Regulatory Role for <italic>rs6600247</italic>
</title>
<p>
<xref ref-type="fig" rid="F1">Figure&#x20;1A</xref> shows the genomic landscape at the <italic>RUNX3</italic> locus, with the lead AS-associated SNP <italic>rs6600247</italic> lying &#x223c;13kb upstream of the distal promoter while the regulatory SNP <italic>rs4648889</italic> is physically closer to the promoter. SNP <italic>rs6600247</italic> is situated within a region of open chromatin, defined by a peak for dnase I hypersensitvity (DHS - indicative of regions of open chromatin) (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>), and a peak of H3K4Me1 histone modification. This sequence also binds the transcription factor c-MYC (ENCODE Factorbook (<ext-link ext-link-type="uri" xlink:href="http://www.factorbook.org/human/chipseq/tf/">http://www.factorbook.org/human/chipseq/tf/</ext-link>) (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>). Taken together, these data suggest an enhancer-type element surrounding <italic>rs6600247</italic>, so we sought to determine a regulatory role of this SNP. The DHS peak overlapping <italic>rs6600247</italic> is seen specifically in CD14<sup>&#x2b;</sup> monocytes (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>). For this reason, we conducted our functional experiments in U937 cells, a pro-monocytic, human myeloid leukaemia cell line, exhibiting monocyte-like features.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Genomic landscape interrogation suggests a regulatory role for <italic>rs6600247</italic>. UCSC Genome Browser analysis of the <italic>RUNX3</italic> locus at chr1:25,177,797&#x2013;25,409,807. The green and orange vertical lines show the location of SNP <italic>rs4648889</italic> and <italic>rs6600247</italic>. <italic>RUNX3</italic> gene location (blue) is from the UCSC genes database. Two tracks show transcription factor binding by ChIP (Txn Facto ChIP E3 and Txn Factor ChIP). GeneHancer track shows human regulatory elements and their inferred target genes. ENCODE layered H3K27ac, H3K4Me1 and H3K4me3 tracks (from 7&#xa0;cell lines) show enrichment of these marks, indicating promoter and enhancer regions. CD14<sup>&#x2b;</sup> H3K4me1, CD14<sup>&#x2b;</sup> H3K4me3 and CD14<sup>&#x2b;</sup> H3K27ac show enrichment and peaks called specifically in CD14<sup>&#x2b;</sup> monocytes (ENCODE). Dnase clusters show DNase-I hypersensitivity clusters (ENCODE); <bold>(B)</bold> Zoomed Genome Browser view (chr1:25,303,971&#x2013;25,306,641) upstream of the promoter of <italic>RUNX3</italic> showing a peak for H3K4Me1 enrichment overlapping <italic>rs6600247</italic> (vertical line; Layered tracks and ENCODE histone tracks as in <bold>(A)</bold>. Additional datasets displayed are ENCODE transcription factor Chip-seq peaks and DNaseI HS peaks that directly overlap <italic>rs6600247</italic>, ENCODE dnase I HS for CD14<sup>&#x2b;</sup> monocytes and vertebrate conservation.</p>
</caption>
<graphic xlink:href="fgene-12-741867-g001.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>
<italic>rs6600247</italic> AS-Risk C Allele Alters c-MYC Binding to Deoxyribonucleic Acid</title>
<p>We analysed the DNA sequence at <italic>rs6600247</italic> and found that the SNP lies within a c-MYC consensus binding motif (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>). We hypothesised that binding of c-MYC protein to a DNA sequence containing the risk allele C would be reduced. The results of EMSA assessing the relative c-MYC protein binding to the C or T alleles are shown in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>. We first incubated probes with recombinant c-MYC purified protein, and observed a specific DNA/protein complex with both alleles but markedly less to the AS-risk allele C than the protective T allele. (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>; lane 3-4, <italic>n</italic>&#x20;&#x3d; 3). We then incubated the same probes with NE from U937 (monocyte-like cells) and observed a major protein/DNA complex binding to the protective T allele, but none with the C allele (<xref ref-type="fig" rid="F2">Figure&#x20;2C</xref>, lanes 3-4, <italic>n</italic>&#x20;&#x3d; 3). In both cases, successful competition with a 100-fold excess of unlabelled probe confirmed the specificity of the complex (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>, lane 5-6 and <xref ref-type="fig" rid="F2">Figure&#x20;2C</xref> lane 5&#x2013;6). We next used WEMSA to quantitate the relative binding of c-MYC to each allele of <italic>rs6600247.</italic> Markedly less c-MYC enrichment was seen with the C risk vs T allele using either c-MYC purified protein or U937 NE (<xref ref-type="fig" rid="F2">Figures 2D,E</xref>, relative band intensities <italic>p</italic>&#x20;&#x3d; 0.01 and <italic>p</italic>&#x20;&#x3d; 0.05, respectively, two-sample <italic>t</italic>&#x20;test). We also repeated these experiments using CD8<sup>&#x2b;</sup> T-cells and Jurkat NE, showing no differential binding between the two alleles (<xref ref-type="sec" rid="s11">Supplementary Figure&#x20;S1</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<italic>rs6600247</italic> risk allele affects C-Myc binding. <bold>(A)</bold> C-Myc binding motif analyzed using the MEME program and the location of <italic>rs6600247</italic> risk allele; <bold>(B)</bold> EMSA using c-MYC purified protein with or without specific competitor (Comp 100x), <italic>n</italic>&#x20;&#x3d; 4, allele (C or T) of <italic>rs6600247</italic> included in the 50bp biotinylated double-stranded DNA probe is given below the image; horizontal arrow indicates specific protein-DNA complex formation; <bold>(C)</bold> EMSA using nuclear extract (N.E.) from U937 cells stimulated with phorbol 12-myristate 13-acetate (PMA) with or without specific competitor (Comp 100x), <italic>n</italic>&#x20;&#x3d; 4; <italic>rs6600247</italic> allele and complex formation indicated as in <bold>(B,D)</bold> WEMSA using C-Myc purified protein and blotted with an antibody against C-Myc; <bold>(E)</bold> WEMSA using U937 nuclear extract and blotted with an antibody against C-Myc. The blot is representative of <italic>n</italic>&#x20;&#x3d; 3 experiments. Binding in <bold>(D,E)</bold> was quantified using ImageJ software and is representative of three different experiments, demonstrating that the risk allele for rs6600247 shows fewer binding properties for C-Myc.</p>
</caption>
<graphic xlink:href="fgene-12-741867-g002.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>The <italic>RUNX3</italic> Promoter Interacts With the <italic>rs4648889</italic> Region Rather Than <italic>rs6600247</italic>
</title>
<p>We used 3C to test plausible chromosome looping interactions between the AS-associated SNP <italic>rs6600247</italic> and the <italic>RUNX3</italic> distal promoter. <xref ref-type="fig" rid="F3">Figure&#x20;3A</xref> shows the RUNX3 genomic region interrogated, the location of the primers and Sac1 restriction sites. Baits were designed to capture Sac1 fragments containing <italic>rs6600247,</italic> three intergenic fragments with H3K4me1 enrichment, and additionally with a previously-studied AS-associated SNP <italic>rs4648889</italic>. There was very low interaction frequency between <italic>rs6600247</italic> and the distal <italic>RUNX3</italic> promoter, either in U937 or Jurkat cells. A stronger interaction frequency was observed between the distal promoter and the region encompassing the AS-associated SNP <italic>rs4648889</italic> (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>) confirming its functional&#x20;role.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Chromosome looping investigation demonstrates interaction between the <italic>RUNX3</italic> promoter and region encompassing <italic>rs4648889</italic> rather than <italic>rs6600247</italic>. <bold>(A)</bold> Location of the <italic>RUNX3</italic> genomic region chr1:25,289,567&#x2013;25,306,400. Tracks shown as in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>, with the addition of 3C-qPCR primers and SacI enzyme cutting sites. Bait fragment is located at <italic>RUNX3</italic> distal promoter (P2); AS-associated SNPs primers used in these experiments are named as follows: SNP889 (for <italic>rs4648889</italic>), Int5, Int6, Int7 (for intergenic regions 5, 6 and 7) and SNP247 (for <italic>rs6600247</italic>); <bold>(B)</bold> Results of the 3C-qPCR analysis showing Increased relative interaction frequency between <italic>RUNX3</italic> P2 and the region encompassing <italic>rs4648889,</italic> with a modest interaction with the <italic>rs6600247</italic> region. Theses interactions were seen in both U937 (red) and Jurkat (black) cell&#x20;lines.</p>
</caption>
<graphic xlink:href="fgene-12-741867-g003.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>
<italic>rs6600247</italic> Genotype has No Effect on <italic>RUNX3</italic> Expression</title>
<p>Primary CD14<sup>&#x2b;</sup> monocytes and CD8<sup>&#x2b;</sup> T-cells from AS patients were used to evaluate <italic>RUNX3</italic> mRNA expression stratified on <italic>rs6600247</italic> genotype (<italic>n</italic>&#x20;&#x3d; 5 each genotype) (<xref ref-type="fig" rid="F4">Figures 4A,B</xref>). There was a non-significant trend for lower expression in CD14<sup>&#x2b;</sup> monocytes with the AS-risk CC genotype compared to protective TT and heterozygous TC genotypes (TT vs CC: 4.6&#x20;&#xb1; 1.8 vs 2.0&#x20;&#xb1; 0.4; TT vs CT: 4.6&#x20;&#xb1; 1.8 vs 1.8&#x20;&#xb1; 0.2; CC vs CT: 2.0&#x20;&#xb1; 0.4 vs 1.8&#x20;&#xb1; 0.2, results are expressed as mean&#x20;&#xb1; standard error mean). We also analysed historical RNA-seq data (<xref ref-type="bibr" rid="B24">Li et&#x20;al., 2017</xref>) obtained from AS case PBMCs measuring <italic>RUNX3</italic> mRNA expression, stratified on <italic>rs6600247</italic>: there was no apparent influence from this SNP on <italic>RUNX3</italic> expression (<xref ref-type="fig" rid="F4">Figure&#x20;4C</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>
<italic>rs6600247</italic> genotype shows no regulatory effect on RUNX3 expression <italic>RUNX3</italic> expression levels measured by qRT-PCR in freshly isolated <bold>(A)</bold> CD14<sup>&#x2b;</sup> monocytes and <bold>(B)</bold> CD8<sup>&#x2b;</sup> T-cells from 15 AS patients stratified according to <italic>rs6600247</italic> genotype. Statistical analysis performed with Welch&#x2019;s two-sample <italic>t</italic>&#x20;test; <bold>(C)</bold> Expression of <italic>RUNX3</italic> in an historical RNA-seq dataset (<xref ref-type="bibr" rid="B24">Li et&#x20;al., 2017</xref>) obtained from PBMCs, stratified on <italic>rs6600247</italic>.</p>
</caption>
<graphic xlink:href="fgene-12-741867-g004.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>In this study, we have demonstrated that the lead AS-associated SNP in the <italic>RUNX3</italic> region, <italic>rs6600247,</italic> affects the binding of c-MYC to the region of DNA 13&#xa0;kb upstream of the <italic>RUNX3</italic> promoter, which lies in a region of open chromatin in CD14<sup>&#x2b;</sup> monocytes. Further, this region showed enrichment for H3K4Me1 modification in the absence of H3K4me3 or H3K27ac enrichment, suggesting a weak or poised enhancer (<xref ref-type="bibr" rid="B20">Gasperini et&#x20;al., 2020</xref>). Although GWAS have identified hundreds of genetic variants associated with AS (<xref ref-type="bibr" rid="B9">Cortes et&#x20;al., 2013</xref>), only a very small portion of these have been investigated to define causal variants. Cell type and stimulation conditions must be taken carefully in consideration in identifying causal SNPs, as both impact on chromatin interaction and gene regulation (<xref ref-type="bibr" rid="B39">Shi et&#x20;al., 2021</xref>).</p>
<p>Recent findings have shown that RUNX3 is highly expressed in monocytes where it has a role in transcriptional repression, metabolic regulation, and in tuning the function of CD14<sup>&#x2b;</sup> monocytes. (<xref ref-type="bibr" rid="B30">Puig-Kr&#xf6;ger et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B16">Estecha et&#x20;al., 2012</xref>). Expression of RUNX3 has been found also in CD11c &#x2b; mature intestinal macrophages, suggesting a role for this TF in macrophage maturation (<xref ref-type="bibr" rid="B8">Corbin et&#x20;al., 2020</xref>). Further, both RUNX3 and another TF, ID2 (Inhibitor of DNA binding 2), are required for the differentiation of epidermal Langerhans cells from monocytes (<xref ref-type="bibr" rid="B18">Fainaru et&#x20;al., 2004</xref>).</p>
<p>The interaction between RUNX3 and c-MYC has previously been investigated in T-cell lymphoma (<xref ref-type="bibr" rid="B37">Selvarajan et&#x20;al., 2017</xref>). Double immunofluorescence revealed co-localization of both proteins in the tumour nuclei. In addition, several binding-sites for c-MYC were identified in the RUNX3 enhancer region. Additional evidence for this interaction stems from colorectal cancer studies where upregulation of RUNX3 by Bone Morphogenetic Protein (BMP) reduces c-MYC expression, thereby exerting c-MYC tumour-suppressor activity (<xref ref-type="bibr" rid="B23">Lee et&#x20;al., 2010</xref>). Recently, it has been demonstrated that two super-enhancers located at 59 and 70&#xa0;kb upstream of the RUNX3 transcription start site are required for both RUNX3 and MYC expression and function (<xref ref-type="bibr" rid="B21">Hosoi et&#x20;al., 2021</xref>). Other studies also indicate a key role of c-MYC in monocyte/macrophage activation, as it is involved in the regulation of different alternative activation genes (<xref ref-type="bibr" rid="B29">Pello et&#x20;al., 2012</xref>).</p>
<p>Our EMSA/WEMSA experiments confirmed c-MYC binding at the <italic>rs6600247</italic> locus, with the AS-risk allele disrupting the binding motif and consequently reducing formation of the c-MYC-DNA complex. Altogether, these observations are consistent with the hypothesis that c-MYC can bind the <italic>RUNX3</italic> promoter and/or regulatory elements upstream of the promoter thereby potentially playing a role in the regulation of <italic>RUNX3</italic>. The processes involved in transcriptional regulation are complex and this finding does not exclude the possibility of other TFs being involved.</p>
<p>The genome is organized in a very dynamic way and TFs mediate chromosome loops to bring enhancers and promoters together (<xref ref-type="bibr" rid="B11">de Wit and de Laat, 2012</xref>; <xref ref-type="bibr" rid="B28">Palstra and Grosveld, 2012</xref>). 3C and related techniques are the classic approach to demonstrating interactions between target genes and enhancers or enhancer-like regions. Here we demonstrate the presence of chromatin loop between a SNP overlapping a regulatory region and the distal promoter of <italic>RUNX3</italic> using 3C followed by qPCR. This method has been used extensively to demonstrate interactions between various regulatory regions in different cell types and it allows one to quantitate the interaction frequency (<xref ref-type="bibr" rid="B34">Sati and Cavalli, 2017</xref>; <xref ref-type="bibr" rid="B25">McCord et&#x20;al., 2020</xref>).</p>
<p>We accept that recent findings highlight the fact that contact frequencies from 3C assays sometimes do not correspond to 3D proximity (<xref ref-type="bibr" rid="B46">Williamson et&#x20;al., 2014</xref>), but taken together with the functional data presented here and other recently published findings (<xref ref-type="bibr" rid="B45">Vecellio et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B44">Vecellio et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B43">Vecellio et&#x20;al., 2021</xref>) we are confident in our results. However, we are aware that other higher throughput techniques have been developed (eg. 4C, 5C, Hi-C) that might give a more general overview of the regulation of the <italic>RUNX3</italic> locus and the genetic interactions of the SNPs in this region. These will be incorporated into our ongoing genome-wide studies of chromatin interactions and the regulatory effects of AS-associated genetic variants.</p>
<p>Here, we have demonstrated physical interactions between the distal promoter of <italic>RUNX3</italic> and <italic>rs4648889</italic> SNP, which we have previously functionally characterized (<xref ref-type="bibr" rid="B45">Vecellio et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B43">Vecellio et&#x20;al., 2021</xref>). Conversely, there was a very low interaction frequency with <italic>rs6600247</italic> that suggests no functional role for this SNP in chromosome looping in the particular context of CD8<sup>&#x2b;</sup> T-cells or monocytes. As previously shown, in a &#x223c;15&#xa0;kb linkage disequilibrium (LD) block upstream the promoter of <italic>RUNX3</italic>, there are 22&#x20;<italic>RUNX3</italic> SNPs that are strongly associated with AS (<italic>p</italic>&#x20;&#x2264; 10<sup>&#x2013;14</sup>) (<xref ref-type="bibr" rid="B45">Vecellio et&#x20;al., 2016</xref>). The SNP analysed in this work, <italic>rs6600247</italic> (<italic>p</italic>&#x20;&#x3d; 1.3 &#xd7; 10<sup>&#x2013;14</sup>), is in complete LD with <italic>rs4648889</italic> (&#x223c;2&#xa0;kb upstream of the <italic>RUNX3</italic> promoter). Conditional analysis established the primacy of the <italic>rs4648889</italic> association with AS at <italic>RUNX3</italic> (<xref ref-type="bibr" rid="B45">Vecellio et&#x20;al., 2016</xref>), while not excluding additional functional roles for other SNPs in LD with it. The functional experiments described here and in previous publications (<xref ref-type="bibr" rid="B45">Vecellio et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B44">Vecellio et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B43">Vecellio et&#x20;al., 2021</xref>) represent an approach to identifying more precisely which SNPs in this LD block actually have a functional impact on the <italic>RUNX3</italic> regulatory element and its role in the pathogenesis of&#x20;AS.</p>
<p>Clearly the presence of an enhancer-promoter loop alone does not ensure activation of a target gene but it provides a platform where transcription factors can bind and regulate gene/s (<xref ref-type="bibr" rid="B15">Espinola et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B22">Ing-Simmons et&#x20;al., 2021</xref>). Here, we have confirmed that the genomic regulatory element upstream of the <italic>RUNX3</italic> promoter has potentially important cell-type-specific functional effects. We show that the <italic>rs6600247</italic> AS-risk allele affects c-MYC binding in monocytes, suggesting that c-MYC/RUNX3 modulated pathways could have a role in the pathophysiology of AS. Nevertheless, the region encompassing <italic>rs6600247</italic> has no significant physical interaction with the distal <italic>RUNX3</italic> promoter, thereby confirming that <italic>rs4648889</italic> appears to be the cardinal genetic variant associated with AS at the <italic>RUNX3</italic>&#x20;locus.</p>
<p>Further studies are required to identify additional higher order chromatin interactions at this locus. For example, HiChIP has been used to delineate promoter-enhancer interactions in keratinocytes and CD8<sup>&#x2b;</sup> T-cell lines exploring psoriasis and psoriatic arthritis disease-associated SNPs and similar methods could be explored in AS (<xref ref-type="bibr" rid="B40">Shi et&#x20;al., 2020a</xref>; <xref ref-type="bibr" rid="B41">Shi et&#x20;al., 2020b</xref>). It is also critical that cell-type and -context specificity are crucial for TF binding and activity, and can also influence chromatin looping data (<xref ref-type="bibr" rid="B27">Nancy et&#x20;al., 2021</xref>). While we have presented here and elsewhere evidence for the involvement of CD8<sup>&#x2b;</sup> T-cells and monocytes in the pathogenesis of AS other cell types must also be considered. These include numerous types found in bone and cartilage, various other components of the immune system and also cells in the gut where chronic low-grade inflammation is a feature of AS in around two-thirds of cases (<xref ref-type="bibr" rid="B7">Ciccia et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B38">Shao et&#x20;al., 2021</xref>). In the future targeted <italic>RUNX3</italic> enhancer element genomic editing strategies could be used to elucidate their effects on RUNX3 (and other gene) expression and downstream cellular signaling.</p>
<p>In conclusion, this work provides new insights into the complex transcriptional regulation of <italic>RUNX3</italic> and the role that AS-associated SNPs may play in this process. We highlight the importance of functional studies in determining which disease associated SNPs are primarily involved in the pathogenesis of such diseases and the importance of interrogating their role in the appropriate cellular context.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by COREC 06/Q1606/139 and OXREC B 07/Q1605/35. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>CC, MV, JK and BW conceived and designed the experiments. MV and CC performed the experiments. MV, CC and CD analysed the data. MV, CC, JK and BW drafted the manuscript, and all the authors revised the final version prior submission.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>MV work was supported by Versus Arthritis grant 21428. CC work was supported by Versus Arthritis grant 22053. CD work was supported by Versus Arthritis grant 22198. JK work was supported by the NIHR Oxford Biomedical Research Centre. BW work was supported by the NIHR Oxford Biomedical Research Centre and by the NIHR Oxford Musculoskeletal Biomedical Research Unit. The study received support from the National Institute for Health Research (NIHR) Oxford Biomedical Research Centre (BRC) (PB). The views expressed are those of the author(s) and not necessarily those of the NHS, the NIHR or the Department of Health.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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="s10">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2021.741867/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fgene.2021.741867/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.XLSX" id="SM1" mimetype="application/XLSX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Image1.pdf" id="SM2" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Allen</surname>
<given-names>E. K.</given-names>
</name>
<name>
<surname>Randolph</surname>
<given-names>A. G.</given-names>
</name>
<name>
<surname>Bhangale</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Dogra</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Ohlson</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Oshansky</surname>
<given-names>C. M.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>SNP-mediated Disruption of CTCF Binding at the IFITM3 Promoter Is Associated with Risk of Severe Influenza in Humans</article-title>. <source>Nat. Med.</source> <volume>23</volume> (<issue>8</issue>), <fpage>975</fpage>&#x2013;<lpage>983</lpage>. <comment>Epub 2017/07/18</comment>. <pub-id pub-id-type="doi">10.1038/nm.4370</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Behr</surname>
<given-names>F. M.</given-names>
</name>
<name>
<surname>Chuwonpad</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Stark</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>van Gisbergen</surname>
<given-names>K. P. J.&#x20;M.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Armed and Ready: Transcriptional Regulation of Tissue-Resident Memory CD8 T&#x20;Cells</article-title>. <source>Front. Immunol.</source> <volume>9</volume>, <fpage>1770</fpage>. <comment>Epub 2018/08/23</comment>. <pub-id pub-id-type="doi">10.3389/fimmu.2018.01770</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brewerton</surname>
<given-names>D. A.</given-names>
</name>
<name>
<surname>Hart</surname>
<given-names>F. D.</given-names>
</name>
<name>
<surname>Nicholls</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Caffrey</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>James</surname>
<given-names>D. C. O.</given-names>
</name>
<name>
<surname>Sturrock</surname>
<given-names>R. D.</given-names>
</name>
</person-group> (<year>1973</year>). <article-title>Ankylosing Spondylitis and HL-A 27</article-title>. <source>The Lancet</source> <volume>301</volume> (<issue>7809</issue>), <fpage>904</fpage>&#x2013;<lpage>907</lpage>. <comment>Epub 1973/04/28</comment>. <pub-id pub-id-type="doi">10.1016/s0140-6736(73)91360-3</pub-id> </citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bridgewood</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Sharif</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Sherlock</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Watad</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>McGonagle</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Interleukin&#x2010;23 Pathway at the Enthesis: The Emerging story of Enthesitis in Spondyloarthropathy</article-title>. <source>Immunol. Rev.</source> <volume>294</volume> (<issue>1</issue>), <fpage>27</fpage>&#x2013;<lpage>47</lpage>. <comment>Epub 2020/01/21</comment>. <pub-id pub-id-type="doi">10.1111/imr.12840</pub-id> </citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brown</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Kennedy</surname>
<given-names>L. G.</given-names>
</name>
<name>
<surname>MacGregor</surname>
<given-names>A. J.</given-names>
</name>
<name>
<surname>Darke</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Duncan</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Shatford</surname>
<given-names>J.&#x20;L.</given-names>
</name>
<etal/>
</person-group> (<year>1997</year>). <article-title>Susceptibility to Ankylosing Spondylitis in Twins the Role of Genes, HLA, and the Environment</article-title>. <source>Arthritis Rheum.</source> <volume>40</volume> (<issue>10</issue>), <fpage>1823</fpage>&#x2013;<lpage>1828</lpage>. <comment>Epub 1997/10/23</comment>. <pub-id pub-id-type="doi">10.1002/art.1780401015</pub-id> </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Burton</surname>
<given-names>P. R.</given-names>
</name>
<name>
<surname>Clayton</surname>
<given-names>D. G.</given-names>
</name>
<name>
<surname>Burton</surname>
<given-names>P. R.</given-names>
</name>
<name>
<surname>Clayton</surname>
<given-names>D. G.</given-names>
</name>
<name>
<surname>Cardon</surname>
<given-names>L. R.</given-names>
</name>
<name>
<surname>Craddock</surname>
<given-names>N.</given-names>
</name>
<etal/>
</person-group> (<year>2007</year>). <article-title>Association Scan of 14,500 Nonsynonymous SNPs in Four Diseases Identifies Autoimmunity Variants</article-title>. <source>Nat. Genet.</source> <volume>39</volume> (<issue>11</issue>), <fpage>1329</fpage>&#x2013;<lpage>1337</lpage>. <comment>Epub 2007/10/24</comment>. <pub-id pub-id-type="doi">10.1038/ng.2007.17</pub-id> </citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ciccia</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Rizzo</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Triolo</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Subclinical Gut Inflammation in Ankylosing Spondylitis</article-title>. <source>Curr. Opin. Rheumatol.</source> <volume>28</volume> (<issue>1</issue>), <fpage>89</fpage>&#x2013;<lpage>96</lpage>. <comment>Epub 2015/11/26</comment>. <pub-id pub-id-type="doi">10.1097/bor.0000000000000239</pub-id> </citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Corbin</surname>
<given-names>A. L.</given-names>
</name>
<name>
<surname>Gomez-Vazquez</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Berthold</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Attar</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Arnold</surname>
<given-names>I. C.</given-names>
</name>
<name>
<surname>Powrie</surname>
<given-names>F. M.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>IRF5 Guides Monocytes toward an Inflammatory CD11c&#x2b; Macrophage Phenotype and Promotes Intestinal Inflammation</article-title>. <source>Sci. Immunol.</source> <volume>5</volume> (<issue>47</issue>). <pub-id pub-id-type="doi">10.1126/sciimmunol.aax6085</pub-id> </citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cortes</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Cortes</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Hadler</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Pointon</surname>
<given-names>J.&#x20;P.</given-names>
</name>
<name>
<surname>Robinson</surname>
<given-names>P. C.</given-names>
</name>
<name>
<surname>Karaderi</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Identification of Multiple Risk Variants for Ankylosing Spondylitis through High-Density Genotyping of Immune-Related Loci</article-title>. <source>Nat. Genet.</source> <volume>45</volume> (<issue>7</issue>), <fpage>730</fpage>&#x2013;<lpage>738</lpage>. <comment>Epub 2013/06/12</comment>. <pub-id pub-id-type="doi">10.1038/ng.2667</pub-id> </citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cortes</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Pulit</surname>
<given-names>S. L.</given-names>
</name>
<name>
<surname>Leo</surname>
<given-names>P. J.</given-names>
</name>
<name>
<surname>Pointon</surname>
<given-names>J.&#x20;J.</given-names>
</name>
<name>
<surname>Robinson</surname>
<given-names>P. C.</given-names>
</name>
<name>
<surname>Weisman</surname>
<given-names>M. H.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Major Histocompatibility Complex Associations of Ankylosing Spondylitis Are Complex and Involve Further Epistasis with ERAP1</article-title>. <source>Nat. Commun.</source> <volume>6</volume>, <fpage>7146</fpage>. <comment>Epub 2015/05/23</comment>. <pub-id pub-id-type="doi">10.1038/ncomms8146</pub-id> </citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>de Wit</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>de Laat</surname>
<given-names>W.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>A Decade of 3C Technologies: Insights into Nuclear Organization</article-title>. <source>Genes Dev.</source> <volume>26</volume> (<issue>1</issue>), <fpage>11</fpage>&#x2013;<lpage>24</lpage>. <comment>Epub 2012/01/05</comment>. <pub-id pub-id-type="doi">10.1101/gad.179804.111</pub-id> </citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ebihara</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Ryu</surname>
<given-names>S. H.</given-names>
</name>
<name>
<surname>Plougastel-Douglas</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Levanon</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Runx3 Specifies Lineage Commitment of Innate Lymphoid Cells</article-title>. <source>Nat. Immunol.</source> <volume>16</volume> (<issue>11</issue>), <fpage>1124</fpage>&#x2013;<lpage>1133</lpage>. <comment>Epub 2015/09/29</comment>. <pub-id pub-id-type="doi">10.1038/ni.3272</pub-id> </citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Egawa</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Tillman</surname>
<given-names>R. E.</given-names>
</name>
<name>
<surname>Naoe</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Taniuchi</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Littman</surname>
<given-names>D. R.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>The Role of the Runx Transcription Factors in Thymocyte Differentiation and in Homeostasis of Naive T&#x20;Cells</article-title>. <source>J.&#x20;Exp. Med.</source> <volume>204</volume> (<issue>8</issue>), <fpage>1945</fpage>&#x2013;<lpage>1957</lpage>. <comment>Epub 2007/07/25</comment>. <pub-id pub-id-type="doi">10.1084/jem.20070133</pub-id> </citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ellinghaus</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Jostins</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Jostins</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Spain</surname>
<given-names>S. L.</given-names>
</name>
<name>
<surname>Cortes</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bethune</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Analysis of Five Chronic Inflammatory Diseases Identifies 27 New Associations and Highlights Disease-specific Patterns at Shared Loci</article-title>. <source>Nat. Genet.</source> <volume>48</volume> (<issue>5</issue>), <fpage>510</fpage>&#x2013;<lpage>518</lpage>. <comment>Epub 2016/03/15</comment>. <pub-id pub-id-type="doi">10.1038/ng.3528</pub-id> </citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Espinola</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>G&#xf6;tz</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Bellec</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Messina</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Fiche</surname>
<given-names>J.-B.</given-names>
</name>
<name>
<surname>Houbron</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Cis-regulatory Chromatin Loops Arise before TADs and Gene Activation, and Are Independent of Cell Fate during Early Drosophila Development</article-title>. <source>Nat. Genet.</source> <volume>53</volume> (<issue>4</issue>), <fpage>477</fpage>&#x2013;<lpage>486</lpage>. <comment>Epub 2021/04/03</comment>. <pub-id pub-id-type="doi">10.1038/s41588-021-00816-z</pub-id> </citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Estecha</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Aguilera-Montilla</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>S&#xe1;nchez-Mateos</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Puig-Kr&#xf6;ger</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>RUNX3 Regulates Intercellular Adhesion Molecule 3 (ICAM-3) Expression during Macrophage Differentiation and Monocyte Extravasation</article-title>. <source>PloS one</source> <volume>7</volume> (<issue>3</issue>), <fpage>e33313</fpage>. <comment>Epub 2012/04/06</comment>. <pub-id pub-id-type="doi">10.1371/journal.pone.0033313</pub-id> </citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Evans</surname>
<given-names>D. M.</given-names>
</name>
<name>
<surname>Spencer</surname>
<given-names>C. C.</given-names>
</name>
<name>
<surname>Pointon</surname>
<given-names>J.&#x20;J.</given-names>
</name>
<name>
<surname>Su</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Harvey</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Kochan</surname>
<given-names>G.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Interaction between ERAP1 and HLA-B27 in Ankylosing Spondylitis Implicates Peptide Handling in the Mechanism for HLA-B27 in Disease Susceptibility</article-title>. <source>Nat. Genet.</source> <volume>43</volume> (<issue>8</issue>), <fpage>761</fpage>&#x2013;<lpage>767</lpage>. <comment>Epub 2011/07/12</comment>. <pub-id pub-id-type="doi">10.1038/ng.873</pub-id> </citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fainaru</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Woolf</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Lotem</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Yarmus</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Brenner</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Goldenberg</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2004</year>). <article-title>Runx3 Regulates Mouse TGF-&#x3b2;-Mediated Dendritic Cell Function and its Absence Results in Airway Inflammation</article-title>. <source>Embo J.</source> <volume>23</volume> (<issue>4</issue>), <fpage>969</fpage>&#x2013;<lpage>979</lpage>. <comment>Epub 2004/02/07</comment>. <pub-id pub-id-type="doi">10.1038/sj.emboj.7600085</pub-id> </citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fishilevich</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Nudel</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Rappaport</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Hadar</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Plaschkes</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Iny Stein</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>GeneHancer: Genome-wide Integration of Enhancers and Target Genes in GeneCards</article-title>. <source>Database : J.&#x20;Biol. databases curation</source> <volume>2017</volume>, <fpage>bax028</fpage>. <pub-id pub-id-type="doi">10.1093/database/bax028</pub-id> </citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gasperini</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Tome</surname>
<given-names>J.&#x20;M.</given-names>
</name>
<name>
<surname>Shendure</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Towards a Comprehensive Catalogue of Validated and Target-Linked Human Enhancers</article-title>. <source>Nat. Rev. Genet.</source> <volume>21</volume> (<issue>5</issue>), <fpage>292</fpage>&#x2013;<lpage>310</lpage>. <comment>Epub 2020/01/29</comment>. <pub-id pub-id-type="doi">10.1038/s41576-019-0209-0</pub-id> </citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hosoi</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Niibori-Nambu</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Nah</surname>
<given-names>G. S. S.</given-names>
</name>
<name>
<surname>Bahirvani</surname>
<given-names>A. G.</given-names>
</name>
<name>
<surname>Mok</surname>
<given-names>M. M. H.</given-names>
</name>
<name>
<surname>Sanda</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Super-enhancers for RUNX3 Are Required for Cell Proliferation in EBV-Infected B&#x20;Cell Lines</article-title>. <source>Gene</source> <volume>774</volume>, <fpage>145421</fpage>. <comment>Epub 2021/01/15</comment>. <pub-id pub-id-type="doi">10.1016/j.gene.2021.145421</pub-id> </citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ing-Simmons</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Vaid</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Bing</surname>
<given-names>X. Y.</given-names>
</name>
<name>
<surname>Levine</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Mannervik</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Vaquerizas</surname>
<given-names>J.&#x20;M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Independence of Chromatin Conformation and Gene Regulation during Drosophila Dorsoventral Patterning</article-title>. <source>Nat. Genet.</source> <volume>53</volume> (<issue>4</issue>), <fpage>487</fpage>&#x2013;<lpage>499</lpage>. <comment>Epub 2021/04/03</comment>. <pub-id pub-id-type="doi">10.1038/s41588-021-00799-x</pub-id> </citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>C. W. L.</given-names>
</name>
<name>
<surname>Ito</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Ito</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Role of RUNX3 in Bone Morphogenetic Protein Signaling in Colorectal Cancer</article-title>. <source>Cancer Res.</source> <volume>70</volume> (<issue>10</issue>), <fpage>4243</fpage>&#x2013;<lpage>4252</lpage>. <comment>Epub 2010/05/06</comment>. <pub-id pub-id-type="doi">10.1158/0008-5472.can-09-3805</pub-id> </citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Haynes</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Pennisi</surname>
<given-names>D. J.</given-names>
</name>
<name>
<surname>Anderson</surname>
<given-names>L. K.</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Thomas</surname>
<given-names>G. P.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Epigenetic and Gene Expression Analysis of Ankylosing Spondylitis-Associated Loci Implicate Immune Cells and the Gut in the Disease Pathogenesis</article-title>. <source>Genes Immun.</source> <volume>18</volume> (<issue>3</issue>), <fpage>135</fpage>&#x2013;<lpage>143</lpage>. <comment>Epub 2017/06/18</comment>. <pub-id pub-id-type="doi">10.1038/gene.2017.11</pub-id> </citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McCord</surname>
<given-names>R. P.</given-names>
</name>
<name>
<surname>Kaplan</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Giorgetti</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Chromosome Conformation Capture and beyond: Toward an Integrative View of Chromosome Structure and Function</article-title>. <source>Mol. Cel.</source> <volume>77</volume> (<issue>4</issue>), <fpage>688</fpage>&#x2013;<lpage>708</lpage>. <comment>Epub 2020/02/01</comment>. <pub-id pub-id-type="doi">10.1016/j.molcel.2019.12.021</pub-id> </citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Miele</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Gheldof</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Tabuchi</surname>
<given-names>T. M.</given-names>
</name>
<name>
<surname>Dostie</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Dekker</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Mapping Chromatin Interactions by Chromosome Conformation Capture</article-title>. <source>Current. Protocols. in. Mol. Biol.</source> <volume>21</volume>, <fpage>21.11</fpage> <pub-id pub-id-type="doi">10.1002/0471142727.mb2111s74</pub-id> </citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nancy</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Yan</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Hui</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Paul</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Liye</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>From the Genetics of Ankylosing Spondylitis to New Biology and Drug Target Discovery</article-title>. <source>Front. Immunol.</source> <volume>12</volume>, <fpage>624632</fpage>. <comment>Epub 2021/03/09</comment>. <pub-id pub-id-type="doi">10.3389/fimmu.2021.624632</pub-id> </citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Palstra</surname>
<given-names>R.-J.</given-names>
</name>
<name>
<surname>Grosveld</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Transcription Factor Binding at Enhancers: Shaping a Genomic Regulatory Landscape in Flux</article-title>. <source>Front. Gene</source> <volume>3</volume>, <fpage>195</fpage>. <comment>Epub 2012/10/13</comment>. <pub-id pub-id-type="doi">10.3389/fgene.2012.00195</pub-id> </citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pello</surname>
<given-names>O. M.</given-names>
</name>
<name>
<surname>De Pizzol</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Mirolo</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Soucek</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zammataro</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Amabile</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Role of C-MYC in Alternative Activation of Human Macrophages and Tumor-Associated Macrophage Biology</article-title>. <source>Blood</source> <volume>119</volume> (<issue>2</issue>), <fpage>411</fpage>&#x2013;<lpage>421</lpage>. <comment>Epub 2011/11/10</comment>. <pub-id pub-id-type="doi">10.1182/blood-2011-02-339911</pub-id> </citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Puig-Kr&#xf6;ger</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Aguilera-Montilla</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Mart&#xed;nez-Nu&#xf1;ez</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Dom&#xed;nguez-Soto</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>S&#xe1;nchez-Cabo</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Mart&#xed;n-Gayo</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>The Novel RUNX3/p33 Isoform Is Induced upon Monocyte-Derived Dendritic Cell Maturation and Downregulates IL-8 Expression</article-title>. <source>Immunobiology</source> <volume>215</volume> (<issue>9-10</issue>), <fpage>812</fpage>&#x2013;<lpage>820</lpage>. <comment>Epub 2010/07/10</comment>. <pub-id pub-id-type="doi">10.1016/j.imbio.2010.05.018</pub-id> </citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Reveille</surname>
<given-names>J.&#x20;D.</given-names>
</name>
<name>
<surname>Reveille</surname>
<given-names>J.&#x20;D.</given-names>
</name>
<name>
<surname>Sims</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Danoy</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Evans</surname>
<given-names>D. M.</given-names>
</name>
<name>
<surname>Leo</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>Genome-wide Association Study of Ankylosing Spondylitis Identifies Non-MHC Susceptibility Loci</article-title>. <source>Nat. Genet.</source> <volume>42</volume> (<issue>2</issue>), <fpage>123</fpage>&#x2013;<lpage>127</lpage>. <comment>Epub 2010/01/12</comment>. <pub-id pub-id-type="doi">10.1038/ng.513</pub-id> </citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rizzo</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ferrante</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Guggino</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Ciccia</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Gut Inflammation in Spondyloarthritis</article-title>. <source>Best Pract. Res. Clin. Rheumatol.</source> <volume>31</volume> (<issue>6</issue>), <fpage>863</fpage>&#x2013;<lpage>876</lpage>. <comment>Epub 2018/12/05</comment>. <pub-id pub-id-type="doi">10.1016/j.berh.2018.08.012</pub-id> </citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Robinson</surname>
<given-names>P. C.</given-names>
</name>
<name>
<surname>Leo</surname>
<given-names>P. J.</given-names>
</name>
<name>
<surname>Leo</surname>
<given-names>P. J.</given-names>
</name>
<name>
<surname>Pointon</surname>
<given-names>J.&#x20;J.</given-names>
</name>
<name>
<surname>Harris</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Cremin</surname>
<given-names>K.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>The Genetic Associations of Acute Anterior Uveitis and Their Overlap with the Genetics of Ankylosing Spondylitis</article-title>. <source>Genes Immun.</source> <volume>17</volume> (<issue>1</issue>), <fpage>46</fpage>&#x2013;<lpage>51</lpage>. <comment>Epub 2015/11/27</comment>. <pub-id pub-id-type="doi">10.1038/gene.2015.49</pub-id> </citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sati</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Cavalli</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Chromosome Conformation Capture Technologies and Their Impact in Understanding Genome Function</article-title>. <source>Chromosoma</source> <volume>126</volume> (<issue>1</issue>), <fpage>33</fpage>&#x2013;<lpage>44</lpage>. <comment>Epub 2016/05/01</comment>. <pub-id pub-id-type="doi">10.1007/s00412-016-0593-6</pub-id> </citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schlosstein</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Terasaki</surname>
<given-names>P. I.</given-names>
</name>
<name>
<surname>Bluestone</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Pearson</surname>
<given-names>C. M.</given-names>
</name>
</person-group> (<year>1973</year>). <article-title>High Association of an HL-A Antigen, W27, with Ankylosing Spondylitis</article-title>. <source>N. Engl. J.&#x20;Med.</source> <volume>288</volume> (<issue>14</issue>), <fpage>704</fpage>&#x2013;<lpage>706</lpage>. <comment>Epub 1973/04/05</comment>. <pub-id pub-id-type="doi">10.1056/nejm197304052881403</pub-id> </citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schneider</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Rasband</surname>
<given-names>W. S.</given-names>
</name>
<name>
<surname>Eliceiri</surname>
<given-names>K. W.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>NIH Image to ImageJ: 25&#x20;Years of Image Analysis</article-title>. <source>Nat. Methods</source> <volume>9</volume> (<issue>7</issue>), <fpage>671</fpage>&#x2013;<lpage>675</lpage>. <comment>Epub 2012/08/30</comment>. <pub-id pub-id-type="doi">10.1038/nmeth.2089</pub-id> </citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Selvarajan</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Osato</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Nah</surname>
<given-names>G. S. S.</given-names>
</name>
<name>
<surname>Yan</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Chung</surname>
<given-names>T.-H.</given-names>
</name>
<name>
<surname>Voon</surname>
<given-names>D. C.-C.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>RUNX3 Is Oncogenic in Natural killer/T-Cell Lymphoma and Is Transcriptionally Regulated by MYC</article-title>. <source>Leukemia</source> <volume>31</volume> (<issue>10</issue>), <fpage>2219</fpage>&#x2013;<lpage>2227</lpage>. <comment>Epub 2017/01/26</comment>. <pub-id pub-id-type="doi">10.1038/leu.2017.40</pub-id> </citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shao</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Fan</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Targeting Chondrocytes for Arresting Bony Fusion in Ankylosing Spondylitis</article-title>. <source>Nat. Commun.</source> <volume>12</volume> (<issue>1</issue>), <fpage>6540</fpage>. <comment>Epub 2021/11/13</comment>. <pub-id pub-id-type="doi">10.1038/s41467-021-26750-6</pub-id> </citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Ray-Jones</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Ding</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Duffus</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Fu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Gaddi</surname>
<given-names>V. P.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Chromatin Looping Links Target Genes with Genetic Risk Loci for Dermatological Traits</article-title>. <source>J.&#x20;Invest. Dermatol.</source> <comment>Epub 2021/02/20</comment>. <pub-id pub-id-type="doi">10.1016/j.jid.2021.01.015</pub-id> </citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Rattray</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Barton</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bowes</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Orozco</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Using Functional Genomics to advance the Understanding of Psoriatic Arthritis</article-title>. <source>Rheumatology (Oxford)</source> <volume>59</volume> (<issue>11</issue>), <fpage>3137</fpage>&#x2013;<lpage>3146</lpage>. <comment>Epub 2020/08/12</comment>. <pub-id pub-id-type="doi">10.1093/rheumatology/keaa283</pub-id> </citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Rattray</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Orozco</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>HiChIP-Peaks: a HiChIP Peak Calling Algorithm</article-title>. <source>Bioinformatics</source> <volume>36</volume> (<issue>12</issue>), <fpage>3625</fpage>&#x2013;<lpage>3631</lpage>. <comment>Epub 2020/03/25</comment>. <pub-id pub-id-type="doi">10.1093/bioinformatics/btaa202</pub-id> </citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stolwijk</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>van Tubergen</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Castillo-Ortiz</surname>
<given-names>J.&#x20;D.</given-names>
</name>
<name>
<surname>Boonen</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Prevalence of Extra-articular Manifestations in Patients with Ankylosing Spondylitis: a Systematic Review and Meta-Analysis</article-title>. <source>Ann. Rheum. Dis.</source> <volume>74</volume> (<issue>1</issue>), <fpage>65</fpage>&#x2013;<lpage>73</lpage>. <comment>Epub 2013/09/04</comment>. <pub-id pub-id-type="doi">10.1136/annrheumdis-2013-203582</pub-id> </citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vecellio</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Cohen</surname>
<given-names>C. J.</given-names>
</name>
<name>
<surname>Cortes</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Bonham</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Functional Genomic Analysis of a RUNX3 Polymorphism Associated with Ankylosing Spondylitis</article-title>. <source>Arthritis Rheumatol.</source> <volume>73</volume> (<issue>6</issue>), <fpage>980</fpage>&#x2013;<lpage>990</lpage>. <comment>Epub 2020/12/29</comment>. <pub-id pub-id-type="doi">10.1002/art.41628</pub-id> </citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vecellio</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Cortes</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Roberts</surname>
<given-names>A. R.</given-names>
</name>
<name>
<surname>Ellis</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Cohen</surname>
<given-names>C. J.</given-names>
</name>
<name>
<surname>Knight</surname>
<given-names>J.&#x20;C.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Evidence for a Second Ankylosing Spondylitis-Associated RUNX3 Regulatory Polymorphism</article-title>. <source>RMD open</source> <volume>4</volume> (<issue>1</issue>), <fpage>e000628</fpage>. <comment>Epub 2018/03/14</comment>. <pub-id pub-id-type="doi">10.1136/rmdopen-2017-000628</pub-id> </citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vecellio</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Roberts</surname>
<given-names>A. R.</given-names>
</name>
<name>
<surname>Cohen</surname>
<given-names>C. J.</given-names>
</name>
<name>
<surname>Cortes</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Knight</surname>
<given-names>J.&#x20;C.</given-names>
</name>
<name>
<surname>Bowness</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>The Genetic Association ofRUNX3with Ankylosing Spondylitis Can Be Explained by Allele-specific Effects on IRF4 Recruitment that Alter Gene Expression</article-title>. <source>Ann. Rheum. Dis.</source> <volume>75</volume> (<issue>8</issue>), <fpage>1534</fpage>&#x2013;<lpage>1540</lpage>. <comment>Epub 2015/10/11</comment>. <pub-id pub-id-type="doi">10.1136/annrheumdis-2015-207490</pub-id> </citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Williamson</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Berlivet</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Eskeland</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Boyle</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Illingworth</surname>
<given-names>R. S.</given-names>
</name>
<name>
<surname>Paquette</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Spatial Genome Organization: Contrasting Views from Chromosome Conformation Capture and Fluorescence <italic>In Situ</italic> Hybridization</article-title>. <source>Genes Dev.</source> <volume>28</volume> (<issue>24</issue>), <fpage>2778</fpage>&#x2013;<lpage>2791</lpage>. <comment>Epub 2014/12/17</comment>. <pub-id pub-id-type="doi">10.1101/gad.251694.114</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>