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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2022.1034880</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Type 1 interferon suppresses expression and glucocorticoid induction of glucocorticoid-induced leucine zipper (GILZ)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Dankers</surname>
<given-names>Wendy</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/383458"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Northcott</surname>
<given-names>Melissa</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1849525"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bennett</surname>
<given-names>Taylah</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2035432"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>D&#x2019;Cruz</surname>
<given-names>Akshay</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sherlock</surname>
<given-names>Rochelle</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gearing</surname>
<given-names>Linden J.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1134397"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hertzog</surname>
<given-names>Paul</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2035027"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Russ</surname>
<given-names>Brendan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/71479"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Miceli</surname>
<given-names>Iolanda</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Scheer</surname>
<given-names>Sebastian</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/400682"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fujishiro</surname>
<given-names>Maki</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hayakawa</surname>
<given-names>Kunihiro</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1988537"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ikeda</surname>
<given-names>Keigo</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1256927"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Morand</surname>
<given-names>Eric F.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/175070"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Jones</surname>
<given-names>Sarah A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/255093"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Centre for Inflammatory Diseases, Monash University</institution>, <addr-line>Melbourne, VIC</addr-line>, <country>Australia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Centre for Innate Immunity and Infectious Diseases, Hudson Institute of Medical Research</institution>, <addr-line>Melbourne, VIC</addr-line>, <country>Australia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Institutes for Environmental and Gender Specific Medicine, Juntendo University Graduate School of Medicine</institution>, <addr-line>Chiba</addr-line>, <country>Japan</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Internal Medicine and Rheumatology, Juntendo University Urayasu Hospital</institution>, <addr-line>Chiba</addr-line>, <country>Japan</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Trine N. Jorgensen, Case Western Reserve University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Simona Ronchetti, University of Perugia, Italy; Andreia C. Lino, German Rheumatism Research Center (DRFZ), Germany</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Sarah A. Jones, <email xlink:href="mailto:Sarah.a.jones@monash.edu">Sarah.a.jones@monash.edu</email>
</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2020;These authors share first authorship</p>
</fn>
<fn fn-type="other" id="fn004">
<p>&#x2021;These authors share senior authorship</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Autoimmune and Autoinflammatory Disorders: Autoimmune Disorders, a section of the journal Frontiers in Immunology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>11</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1034880</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>09</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>10</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Dankers, Northcott, Bennett, D&#x2019;Cruz, Sherlock, Gearing, Hertzog, Russ, Miceli, Scheer, Fujishiro, Hayakawa, Ikeda, Morand and Jones</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Dankers, Northcott, Bennett, D&#x2019;Cruz, Sherlock, Gearing, Hertzog, Russ, Miceli, Scheer, Fujishiro, Hayakawa, Ikeda, Morand and Jones</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>SLE is a systemic multi-organ autoimmune condition associated with reduced life expectancy and quality of life. Glucocorticoids (GC) are heavily relied on for SLE treatment but are associated with detrimental metabolic effects. Type 1 interferons (IFN) are central to SLE pathogenesis and may confer GC insensitivity. Glucocorticoid-induced leucine zipper (GILZ) mediates many effects of GC relevant to SLE pathogenesis, but the effect of IFN on GC regulation of GILZ is unknown. We performed <italic>in vitro</italic> experiments using human PBMC to examine the effect of IFN on GILZ expression. JAK inhibitors tofacitinib and tosylate salt were used <italic>in vivo</italic> and <italic>in vitro</italic> respectively to investigate JAK-STAT pathway dependence of our observations. ChiP was performed to examine glucocorticoid receptor (GR) binding at the GILZ locus. Several public data sets were mined for correlating clinical data. High IFN was associated with suppressed GILZ and reduced GILZ relevant to GC exposure in a large SLE population. IFN directly reduced GILZ expression and suppressed the induction of GILZ by GC <italic>in vitro</italic> in human leukocytes. IFN actions on GILZ expression were dependent on the JAK1/Tyk2 pathway, as evidenced by loss of the inhibitory effect of IFN on GILZ in the presence of JAK inhibitors. Activation of this pathway led to reduced GR binding in key regulatory regions of the GILZ locus. IFN directly suppresses GILZ expression and GILZ upregulation by GC, indicating a potential mechanism for IFN-induced GC resistance. This work has important implications for the ongoing development of targeted GC-sparing therapeutics in SLE.</p>
</abstract>
<kwd-group>
<kwd>interferon</kwd>
<kwd>GILZ</kwd>
<kwd>glucocorticoid</kwd>
<kwd>STAT1</kwd>
<kwd>systemic lupus erythematosus (SLE)</kwd>
<kwd>inflammation</kwd>
<kwd>autoimmunity</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="34"/>
<page-count count="9"/>
<word-count count="4172"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>1 Introduction</title>
<p>Systemic lupus erythematosus (SLE) is a systemic autoimmune condition predominantly affecting young women. It is a clinically heterogeneous disease with the potential to affect any organ system, and ranges from mild rashes and arthritis through to severe, life threatening renal and central nervous system disease (<xref ref-type="bibr" rid="B1">1</xref>). Few treatment advances in SLE have occurred in recent decades, which has resulted in a heavy reliance on glucocorticoids (GC) for the management of SLE. Whilst utilized for their immunosuppressive and anti-inflammatory properties, GC are associated with a myriad of detrimental metabolic effects (<xref ref-type="bibr" rid="B2">2</xref>). High doses of GC are often required to gain disease control in severe SLE, potentiating adverse effects and indicating a degree of GC resistance.</p>
<p>Whilst the pathophysiology of SLE remains incompletely defined, a pivotal role for the type 1 interferon (IFN) family has emerged, as evidenced by the overexpression of interferon-stimulated genes (ISG) in 60-80% of SLE patients (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>), and more recently by the success of an IFN receptor (IFNAR) blocking agent in improving clinical disease activity in clinical trials (<xref ref-type="bibr" rid="B5">5</xref>). The IFN pathway is most likely activated in SLE patients by immune complexes containing host nucleic acids (<xref ref-type="bibr" rid="B6">6</xref>). These stimulate Toll-like receptors in plasmacytoid dendritic cells (pDCs) to produce IFN, which in turn interacts with IFNAR, activating janus kinase 1 (JAK1) and tyrosine kinase 2 (Tyk2). This subsequently leads to the phosphorylation of signal transducer and activator of transcription (STAT) proteins. STAT1, STAT2 and interferon-regulatory factor 9 (IRF9) complex to form interferon-stimulated gene factor 3 (ISGF-3) which binds to interferon-stimulated response elements (ISRE), leading the transcription of ISG (<xref ref-type="bibr" rid="B7">7</xref>). Serum IFN has been difficult to measure in SLE patients, and consequently ISG have become a widely accepted surrogate measurement (<xref ref-type="bibr" rid="B5">5</xref>).</p>
<p>Despite their widespread use, GC have been shown to have poor ability to suppress ISG in patients with SLE except at very high doses, raising the possibility that IFN may be involved in inducing a GC resistant state (<xref ref-type="bibr" rid="B8">8</xref>). Recently, we have shown that IFN inhibits the expression of many GC induced genes, further implicating IFN in GC resistance in SLE (<xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>GC, in conjunction with the glucocorticoid receptor (GR), acts as a transcription factor, with the ability to both induce and repress gene transcription (<xref ref-type="bibr" rid="B10">10</xref>). Glucocorticoid induced leucine zipper (GILZ) is an anti-inflammatory protein which is potently induced by the ligand-bound GR (<xref ref-type="bibr" rid="B11">11</xref>). GILZ has been shown to have a multitude of immunosuppressive effects relevant to SLE pathogenesis, including B lymphocyte regulation (<xref ref-type="bibr" rid="B12">12</xref>), and GILZ-deficiency exacerbates a murine model of SLE (<xref ref-type="bibr" rid="B13">13</xref>). The effect of IFN on GILZ is previously unreported.</p>
<p>Here we provide evidence that IFN suppresses GILZ. We show that GILZ is inversely correlated with ISGs in SLE patients and that GILZ is rapidly down regulated on exposure to IFN in human leukocytes. We demonstrate that transcriptional inhibition of GILZ by IFN signaling is mediated by Jak1/Tyk2, and importantly, show that IFN impairs GC induction of GILZ by reducing GR binding at the GILZ locus. This work identifies a novel mechanism <italic>via</italic> which IFN may induce GC resistance in interferonopathies such as SLE.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>2 Methods</title>
<sec id="s2_1">
<title>2.1 PBMC isolation and cell culture</title>
<p>Whole blood samples were collected from consenting healthy volunteers. PBMC were isolated using SepMate tubes (Stemcell Technologies) and Histopaque density medium (Sigma-Aldrich). Cells were cultured at 1-2 million cells/mL in RPMI (Gibco) supplemented with 10% autologous serum and Penicillin-Streptomycin-Glutamine (Gibco). Cells were treated with 1000 IU/mL recombinant human interferon alpha 2a (IFN-&#x3b1;; Sigma-Aldrich) for 3 hours unless otherwise indicated. Where applicable, 100 nM dexamethasone (DEX) (Sigma-Aldrich) was added after 1 hour of culture. For experiments including the Jak1/Tyk2 inhibitor tosylate salt (TS, Sigma-Aldrich), cells were treated with 0.25 or 1 &#xb5;M TS for 1 hour prior to IFN-&#x3b1; addition. Studies were approved by the Monash Health human research ethics committee.</p>
</sec>
<sec id="s2_2">
<title>2.2 RT-PCR</title>
<p>RNA was extracted using TriReagent (Life Technologies) or the PureLink RNA Mini Kit (Life Technologies) and cDNA was prepared using the High-Capacity cDNA Reverse Transcription Kit (Applied Biosystems) following manufacturer&#x2019;s instructions. RT-PCR was performed using TaqMan Gene Expression Mastermix (Applied Biosystems) and expression assays (all ThermoFisher) for GILZ (assay ID Hs00608272_m1) and RSAD2 (assay ID Hs00369813_m1). Expression was normalized to 18s rRNA using the &#x2206;&#x2206;Ct method (<xref ref-type="bibr" rid="B14">14</xref>) with 18s RNA as an endogenous control. Data was acquired on a QuantStudio 6 and analyzed with QuantStudio Real-Time PCR Software.</p>
</sec>
<sec id="s2_3">
<title>2.3 Flow cytometry</title>
<p>Cultured PBMC were stained with Fixable Viability Dye eFluor506 (eBioscience) and subsequently fixed with 2% paraformaldehyde. After permeabilization (Intracellular Staining Permeabilization Wash Buffer, BioLegend), cells were stained intracellularly for GILZ (clone CFMKG15, eBioscience) or the corresponding rat IgG2a kappa isotype control (clone eBR2a, eBioscience). Data was acquired on the FACSCantoII (BD Biosciences) and analyzed using FlowJo v10.8 (BD).</p>
</sec>
<sec id="s2_4">
<title>2.4 Public data set analysis</title>
<sec id="s2_4_1">
<title>2.4.1 Data set GSE 88884</title>
<p>Baseline microarray data from 1,756 adult SLE patients enrolled in the ILLUMINATE-1 and ILLUMINATE-2 clinical trials (GSE88884), as well as microarray data from 60 healthy controls was downloaded. Data had been quartile normalized and log2 transformed (<xref ref-type="bibr" rid="B15">15</xref>). Clinical data, including prednisolone dose, SLE disease activity index (SLEDAI), complement levels and anti-dsDNA levels were kindly provided by Eli Lily. Patients were stratified into IFN over-expressing (IFN high) and normal IFN (IFN low) groups using a validated four gene ISG signature (<italic>IFI27, IFI44, ILI44L, RSAD2</italic>) (<xref ref-type="bibr" rid="B16">16</xref>). An IFN score was calculated by normalized the expression of each of the 4 genes using the mean and standard deviation (SD) of the control group, then averaging these normalized values, such that a patients IFN score represents the number of standard deviations their ISG expression is above or below the healthy control mean expression level. Patients with a combined normalized gene expression level of more than two SD from the control mean classified as IFN high. In cases where more than one probe represented a single gene, normalized probe readings were averaged.</p>
</sec>
<sec id="s2_4_2">
<title>2.4.2 Other datasets</title>
<p>Microarray data from GSE123549, GSE138064 and GSE16251 was downloaded, and GILZ expression analyzed by averaging all expressed GILZ probes within each dataset. ChIP-seq data from GSE99887, GSE107584 and GSE43036 was directly loaded into the UCSC Genome Browser (human genome version Hg19) using the &#x2018;custom tracks&#x2019; functionality.</p>
</sec>
</sec>
<sec id="s2_5">
<title>2.5 Tofacitinib treated mice</title>
<p>cDNA extracted from the kidneys of NZB/NZW F1 mice treated with or without tofacitinib and dexamethasone was analyzed for the expression of GILZ as previously described (<xref ref-type="bibr" rid="B17">17</xref>). GILZ expression was then normalized using the &#x2206;&#x2206;Ct method (<xref ref-type="bibr" rid="B14">14</xref>) with &#x3b2;-actin as the endogenous control. Primers used were: &#x3b2;-actin forward (5&#x2019;-CATCCGTAAAGACCTCTATGCCAAC-3&#x2019;), &#x3b2;-actin reverse (5&#x2019;-ATGGAGCCACCGATCCACA-3&#x2019;), GILZ forward (5&#x2019;- CAGCAGCCACTCAAACCAGC-3&#x2019;) and GILZ reverse (5&#x2019;- ACCACATCCCCTCCAAGCAG-3&#x2019;).</p>
</sec>
<sec id="s2_6">
<title>2.6 Chromatin immunoprecipitation</title>
<p>Samples were prepared for ChIP using the TruChIP Chromatin Shearing Kit (Covaris) following the High Cell Protocol. For each condition 20 million PBMC per condition were fixed in 1% formaldehyde for 7.5 minutes and frozen as dry cell pellets. The next day, nuclei were isolated and chromatin sheared in the Covaris S220 sonicator for 15 minutes. After sonication ChIP was performed overnight at 4&#xb0;C in Covaris IP Dilution Buffer with 20 uL protein A magnetic beads while rotating. Half of each sample was ChIPped with 5 &#xb5;g anti-GR antibody (clone G-5, Santa Cruz BioTechnologies) and the other half with 5 &#xb5;g mouse IgG2b isotype control antibody (Cell Signaling Technology). Beads were then washed with low salt buffer (50 mM HEPES pH 7.5, 150 mM NaCl, 1 mM EDTA, 1% Triton X-100, 0.1% sodium deoxycholate), high salt buffer (50 mM HEPES pH 7.5, 500 mM NaCl, 1 mM EDTA, 1% Triton X-100, 0.1% sodium deoxycholate), lithium chloride buffer (10 mM Tris-HCl pH 8.0, 1 mM EDTA, 0.5% sodium deoxycholate, 0.5% NP-40, 250 mM LiCl) and then TE buffer (10 mM Tris-HCl pH 8.0, 1 mM EDTA, pH 8.0). DNA was then eluted in elution buffer (1% SDS, 100mM NaHCO3). Crosslinks were reversed by adding NaCl to a final concentration of 0.2 M and incubation overnight at 66&#xb0;C. Proteins were digested by protease K, and DNA purified with phenol/chloroform extraction follow by ethanol precipitation. Enrichment of GR binding at GILZ loci was determined with RT-PCR using the SYBR Green Mastermix (Life Technologies) and primers shown in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>, with enrichment calculated as % of the total input control.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Primer sequences for ChIP-qPCR studies of the GILZ locus.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Region</th>
<th valign="top" align="center">Forward</th>
<th valign="top" align="center">Reverse</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">A</td>
<td valign="top" align="left">CTGCAGAACGAACCCAAAGC</td>
<td valign="top" align="left">TTCCCTTCAACTCCAGCTGG</td>
</tr>
<tr>
<td valign="top" align="left">Z</td>
<td valign="top" align="left">GAAGGAGCAAGAGGGGCAG</td>
<td valign="top" align="left">ACTGATTCATGGGTACTGGCC</td>
</tr>
<tr>
<td valign="top" align="left">K</td>
<td valign="top" align="left">TTGGAAGCCGCCTAAGAACC</td>
<td valign="top" align="left">TTTCTCCTCCCCGTCCTCC</td>
</tr>
<tr>
<td valign="top" align="left">L</td>
<td valign="top" align="left">GCACTTGGAACCACAAACCC</td>
<td valign="top" align="left">GGTGCAGGGCTCAAACAATG</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_7">
<title>2.7 Western blot</title>
<p>Cells were lysed in RIPA buffer (150 mM NaCl, 1% IgePal, 5 g/L sodium deoxycholate, 0.1% SDS, 50 mM Tris-HCl pH 8.0, 1x protease inhibitor, 1x phosphatase inhibitor) and protein amount quantified with the BCA Protein Assay Kit (Pierce). 27.5 &#xb5;g protein was run on a NuPage 4-12% Bis-Tris protein gel (Invitrogen) in Laemmli buffer and 1x NuPage Sample Reducing Agent (Invitrogen), and subsequently blotted onto a PVDF membrane. Membranes were stained for &#x3b2;-actin (Sigma-Aldrich), phosphorylated STAT1 (Thermo Fisher), or total STAT1 (Thermo Fisher) overnight at 4&#xb0;C in TBS-T, followed by secondary staining with goat-anti-mouse-HRP antibody (Cayman Chemical). Western blots were analysed with ECL Western blotting reagents (GE Healthcare) on the ImageQuant LAS 4000 (GE Healthcare).</p>
</sec>
<sec id="s2_8">
<title>2.8 Patient and public involvement</title>
<p>Patients and members of the public were not involved in the design of these studies.</p>
</sec>
<sec id="s2_9">
<title>2.9 Statistical analysis</title>
<p>Data was tested for normality using the Shapiro-Wilk test. Normally distributed data was then analysed for statistically significant differences using the Student&#x2019;s T-test or ANOVA with Tukey&#x2019;s post-test for two or more conditions, respectively. Non-normally distributed data was tested using the Mann-Whitney test for two conditions. For comparing to a normalized control value of 1, a one-sample t-test was used. Correlation was assessed using Spearman&#x2019;s correlation. Results were considered statistically significant if p&lt;0.05. Data was analysed using GraphPad Prism v9.1.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>3 Results</title>
<p>First, we analysed the relationship between GILZ mRNA expression and ISGs in a large cohort of SLE patients (GSE88884, n=1,796). As expected, SLE patients had over-expression of ISGs compared to healthy control subjects (median [IQR] normalized expression level -0.19 [-0.65- 0.43] vs 4.70 [2.00-5.44], p&lt;0.0001) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). GILZ mRNA expression was lower in IFN-high SLE patients (n=1317) compared to IFN-low SLE patients (n=439) (0.10 [-0.36 - 0.56] vs 0.26[-0.12 &#x2013; 0.61], p=0.0003) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>), despite higher GC use in the IFN high group (IFN high median [range] prednisolone dose 10 (0&#x2013;125)mg/day vs IFN low 5 (0&#x2013;40)mg/day, p&lt;0.001, data not shown). There was a weak negative correlation between IFN score and GILZ expression in this cohort (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). Patients with high disease activity (SLEDAI score &gt;/=10) had modest suppression of GILZ expression compared to patients with lower disease activity (SLEDAI&lt;10) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1D</bold>
</xref>). Similarly, patients with low complement levels had lower GILZ expression (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1E, F</bold>
</xref>). We previously published mouse model data showing GILZ deletion exacerbates clinical severity of disease without affecting autoantibody production (<xref ref-type="bibr" rid="B13">13</xref>), and likewise here we observed no difference in GILZ expression between patients with and without anti-dsDNA antibodies (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1G</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>PBMC from SLE patients with high IFN score and higher disease activity express less GILZ. <bold>(A)</bold> IFN score in PBMC of healthy controls and SLE patients. <bold>(B)</bold> GILZ expression in PBMC of SLE patients with low (n=439) or high IFN (n=1317)score. <bold>(C)</bold> Correlation between IFN score (expressed as STD from mean healthy control expression level) and GILZ mRNA expression. <bold>(D&#x2013;G)</bold> GILZ expression in PBMC of SLE patients, categorized by SLEDAI <bold>(D)</bold>, C3 and C4 complement activity <bold>(E&#x2013;F)</bold> and anti-dsDNA status <bold>(G)</bold>. All data originated from GSE88884 (n=1,756 SLE patients, n=50 healthy controls). *p&lt;0.05, ****p&lt;0.0001. ns, Not significant.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1034880-g001.tif"/>
</fig>
<p>To verify whether these correlations were directly linked to type I IFN, we tested the effect of IFN on GILZ expression in <italic>ex vivo</italic> healthy human PBMC. We found that recombinant human IFN&#x3b1; reduced GILZ expression in a time- and dose-dependent manner (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). We also analysed the effects of IFN on GILZ expression in a variety of conditions from several publicly available datasets. Splenocytes from IFN&#x3b1; transgenic mice (GSE123549) had lower GILZ expression than control cells (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). Patients with multiple sclerosis treated with therapeutic recombinant interferon-&#x3b2; had suppressed GILZ expression compared to patients who did not receive this treatment (GSE138064) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Type I IFN inhibits GILZ expression in human and mouse. <bold>(A)</bold> Healthy PBMC were treated with 1000 IU IFN&#x3b1; for 1 or 3 hours (left panel), or with 100 IU or 1000 IU for 3 hours (right panel), after which GILZ expression was analysed by qPCR. n=3-5, pooled from at least three independent experiments. <bold>(B)</bold> GILZ expression in splenocytes from WT or IFN&#x3b1;-overexpressing mice (GSE123549, n=2). <bold>(C)</bold> GILZ expression in PBMC from MS patients, before and 4 or 24 hours after injection of 500 &#xb5;g IFN&#x3b2; (GSE138064, n=25-26). *p&lt;0.05, **p&lt;0.01, ***p&lt;0.001. ns, Not significant.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1034880-g002.tif"/>
</fig>
<p>Since GILZ is an important target for the immunosuppressive actions of GC, we next analysed the effect of IFN on GC-induced GILZ induction in SLE patients from dataset GSE88884. Overall, we noted that IFN-high patients receive more GC (median [IQR] dose 9.5[2.5-15]mg vs 5.0 (0&#x2013;10)mg, p&lt;0.0001)(<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>), but had lower GILZ expression as discussed above (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>), suggesting impaired GC-induced GILZ expression in IFN-high patients. When matched for GC dose, IFN-high patients had lower GILZ expression that IFN-low patients (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). We verified this effect <italic>ex vivo</italic> in human PBMC, showing that IFN&#x3b1; reduced GC induction of GILZ at both the mRNA and protein level (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3C, D</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Type I IFN inhibits DEX-induced GILZ. <bold>(A)</bold> Daily prednisolone dose in SLE patients with low or high IFN score (GSE88884, n=1756). <bold>(B)</bold> GILZ expression in PBMC of SLE patients stratified by daily prednisolone dose (GSE88884, n=1756). <bold>(C, D)</bold> Healthy PBMC were treated with IFN&#x3b1;, DEX or both, after which GILZ mRNA expression was analysed by qPCR <bold>(C)</bold>, and GILZ protein level was analysed by flow cytometry in the same samples <bold>(D)</bold> GILZ protein level is represented as MFI normalized against the control MFI for each donor. n=9, pooled from three independent experiments. *p&lt;0.05, **p&lt;0.01, ****p&lt;0.0001. #symbol indicates significance of difference from control (untreated) cells, # p&lt;0.05, ## p&lt;0.01, ### p &lt;0.001, ####p&lt;0.0001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1034880-g003.tif"/>
</fig>
<p>We next investigated the mechanisms behind IFN regulation of GILZ. In mice treated with tofacitinib, a pan JAK inhibitor, GILZ expression was elevated to a level comparable to dexamethasone (Dex) treatment. The effect of tofacitinib and Dex was not additive. (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). Moreover, when healthy human PBMC were pre-treated with a JAK1/Tyk2 inhibitor (<xref ref-type="bibr" rid="B18">18</xref>), STAT1 phosphorylation by IFN&#x3b1; was inhibited in a dose-dependent manner confirming its efficiency at inhibiting downstream IFNAR signaling (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). We confirmed the expression of the ISG RSAD2 was inhibited by TS treatment (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). Importantly, the inhibitory effect of IFN&#x3b1; on GILZ and DEX-induced GILZ was released by treatment with TS, demonstrating that JAK1/Tyk2 mediates inhibitory IFN signaling acting on GILZ expression. (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>JAK1/Tyk2 signaling is involved in IFN-mediated inhibition of GILZ. <bold>(A)</bold> Kidneys from lupus-prone BWF1 mice treated with tofacitinib, DEX or both were analysed for GILZ expression by qPCR (n=9-15). <bold>(B&#x2013;D)</bold> Healthy human PBMC were treated with the Jak1/Tyk2 inhibitor tosylate salt (TS) before exposure to IFN&#x3b1;, DEX or both. Expression of pSTAT1 and STAT1 was analysed by western blot <bold>(B)</bold>, and RSAD2 <bold>(C)</bold> and GILZ <bold>(D)</bold> by qPCR. n=9-11, pooled from three independent experiments. *p&lt;0.05, **p&lt;0.01, ***p&lt;0.001, ****p&lt;0.0001. ns, Not significant.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1034880-g004.tif"/>
</fig>
<p>Finally, we examined the <italic>TSC22D3</italic> locus, the gene encoding GILZ protein, for potential transcription factor binding sites regulating its expression (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5A, B</bold>
</xref>). We identified DHS linkages (<xref ref-type="bibr" rid="B19">19</xref>) predicting physical looping of the chromatin between sections of the <italic>TSC22D3</italic> locus (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). The presence of multiple loops indicated a putative enhancer region around 15kB downstream of the <italic>TSC22D3</italic> gene, which is confirmed by the presence of H3K27Ac peaks in this region (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). Interestingly, by analyzing public datasets GSE99887, GSE107584 and GSE43036, we found multiple overlapping binding sites for STAT1 and GR in this potential enhancer region and in the TSC22D3 promoter region (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). Therefore, we conducted ChIP in the human B cell line L363 to demonstrate GR binding at several of these sites in response to GC treatment and determine how this was affected by the presence of IFN. Regions A and Z, which are located around the promoter of <italic>TSC22D3</italic> isoform 1, showed minimal or no impact of IFN on GR binding (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5C, D</bold>
</xref>). However, Regions K and L, located in the novel enhancer region of the <italic>TSC22D3</italic> locus, showed a consistent but not significant reduction in Dex-induced GR binding when IFN was present (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5E, F</bold>
</xref>). This supports the concept that IFN directly interferes with GC-induced GILZ expression by activating STAT competition for GR binding sites at the GILZ locus.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>DEX-induced GR binding at a putative GILZ enhancer is reduced after IFN&#x3b1; pre-treatment. <bold>(A)</bold> DHS linkage predictions are mapped to indicate potential looping regulatory regions connected to the GILZ promoter (<xref ref-type="bibr" rid="B19">19</xref>). <bold>(B)</bold> ChIP-seq data of STAT1 binding in CD14+ monocytes treated with IFN&#x3b3; (GSE99887), H3K27Ac histone acetylation and GR binding in THP1 cells treated with 100 nM DEX (GSE43036) and GR binding in SUP-B15 cells treated with 100 nM DEX (GSE107584). <bold>(C&#x2013;F)</bold> ChIP for GR in L363 cells treated with DEX or IFN&#x3b1; and DEX. Enrichment was assessed in regions <bold>(C)</bold> A, <bold>(D)</bold> Z,<bold>(E)</bold> K and <bold>(F)</bold> L as indicated in figure B. n=3 from three independent experiments. ns, Not significant.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1034880-g005.tif"/>
</fig>
</sec>
<sec id="s4" sec-type="discussion">
<title>4 Discussion</title>
<p>Glucocorticoids have formed a central part of SLE management for over seven decades. IFN has been shown to play a central role in SLE pathogenesis but GC are poor at suppressing the IFN pathway, and this is likely to play a role in GC resistance (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). In this study we have shown that GILZ, an anti-inflammatory GC-induced protein, is suppressed by IFN. We provide evidence that downregulation of GILZ by IFN is JAK1/Tyk2 pathway dependent, and that the presence of IFN results in reduced GR binding in key regulatory regions of the <italic>TSC22D3</italic> gene, blunting GILZ induction by GC. Paired with the existing knowledge that GILZ regulates multiple other components of the immune system relevant to SLE pathogenesis, this work provides evidence that IFN regulation of GILZ may be a key mechanism involved in GC resistance in SLE.</p>
<p>Our work shows that IFN is associated with suppressed GILZ in multiple conditions, including <italic>in vitro</italic> studies of human PBMC, as well as <italic>in vivo</italic> in SLE patients, in patients with MS taking therapeutic IFN, and in IFN-overexpressing mice. While ability for IFN to downregulate GILZ expression has not before been reported, our group has previously shown that patients with active SLE have reduced GILZ expression in B lymphocytes and plasmablasts compared with healthy controls (<xref ref-type="bibr" rid="B12">12</xref>). Given the known association of active SLE with high IFN (<xref ref-type="bibr" rid="B20">20</xref>), this data is consistent with the concept that IFN downregulates GILZ in SLE.</p>
<p>Previous studies have alluded to a possible role for IFN in causing GC resistance. Patients with SLE have a blunted response to GC, as measured by a reduction in cortisol suppression post GC treatment compared to control subjects (<xref ref-type="bibr" rid="B21">21</xref>). A similar phenomenon has also been reported in patients receiving therapeutic IFN&#x3b1; treatment for hepatitis C (<xref ref-type="bibr" rid="B22">22</xref>). Clinically, patients with SLE often require high doses of GC to control their disease compared to patients with autoimmune conditions such as rheumatoid arthritis, in which IFN does not play a central role. Here we have shown that IFN suppresses GILZ induction by GC, and that the presence of IFN leads to reduced GR binding in regulatory regions of the <italic>TSC22D3</italic> locus, providing a mechanism <italic>via</italic> which IFN impairs a key GC immunoregulatory function. GILZ has been shown to mediate many of the anti-inflammatory effects of GC <italic>via</italic> inhibition of the key pro-inflammatory transcription factor NF-&#x3ba;B (<xref ref-type="bibr" rid="B23">23</xref>), as well as interactions with other mediators of inflammation such as transcription factor AP-1 (<xref ref-type="bibr" rid="B24">24</xref>) and inhibition of extracellular signal-related kinase (ERK) and PI3K-Akt signaling pathways (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). GILZ has also been reported to have several cellular effects that are relevant to SLE pathogenesis, including a crucial role in B lymphocyte regulation (<xref ref-type="bibr" rid="B12">12</xref>) and effects on arthritis and leukocyte recruitment (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>). A predominance of Th17 cells and deficient or defective T regulatory cells have been reported in SLE (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>), and GILZ has been shown to both regulate the proliferation of Th17 cells (<xref ref-type="bibr" rid="B31">31</xref>), and favor T regulatory cell differentiation (<xref ref-type="bibr" rid="B32">32</xref>). Given GILZ has such key roles in mediating GC related anti-inflammatory effects, the reduced ability for GC to induce GILZ in high IFN states is likely to contribute to GC resistance in SLE.</p>
<p>Our findings suggest that the inhibition of GILZ by IFN occurs <italic>via</italic> the Jak/STAT pathway, as inhibition of this pathway ameliorated the effect of IFN on GC induction of GILZ. We also showed that inhibition of Tyk1/Jak2 with tofacitinib in lupus-prone mice produced an increase in GILZ expression, suggesting this pathway has an inhibitory effect on GILZ transcription. Consistent with this, anifrolumab, a therapeutic agent which inhibits the IFNAR receptor, and subsequently prevents the activation of Tyk1 and Jak2, was recently shown to have significant steroid-sparing effects in patients with active SLE in a successful phase 3 clinical trial (<xref ref-type="bibr" rid="B5">5</xref>). It will be valuable to assess potential restoration of GILZ expression by anifrolumab.</p>
<p>Previous studies have reported that the GR can directly interact with STAT proteins (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>). In our study, IFN seems to reduce binding of the GR at potential regulatory regions of the <italic>TSC22D3</italic> locus, which indicates that the GC/GR transcription factor and transcription factors downstream of Tyk1/Jak2, such as the STAT proteins or the ISGF-3 complex, are competitively binding at the GILZ locus or directly interact with each other to regulate GILZ transcription. Further work, including determining the functional role of the potential regulatory regions, is needed to delineate the mechanisms at play.</p>
<p>In conclusion, our work shows that in the presence of IFN, GC have reduced ability to induce expression of the key anti-inflammatory protein GILZ, and that blocking the function of IFN by targeting the JAK-STAT pathway restores GILZ induction by GC. GC resistance in SLE is problematic as higher doses of GC are required to control disease activity but cause detrimental metabolic effects. This work provides a mechanism by which IFN may induce GC resistance in SLE and highlights pathways which may be targeted in the development of steroid-sparing agents.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by Monash Health HREC. The patients/participants provided their written informed consent to participate in this study. The animal study was reviewed and approved by Juntendo University Animal Ethics Committee.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>WD, MN, PH, EM, and SJ contributed to conception and design of the study. WD, MN, TB, AD&#x2019;C, RS, LG, BR, IM, and SS conducted experiments and analyzed data. MF, KH, and KI provided data from experiments. WD and MN wrote the manuscript. WD, MN, EM, and SJ revised the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s8" sec-type="acknowledgement">
<title>Acknowledgments</title>
<p>Work included in this manuscript was supported by grants from the Lupus Research Alliance (EM) and National Health and Medical Research Council of Australia (EM, MN, and SJ). Some data included in this manuscript were presented at the American College of Rheumatology congress, 2020 (abstract #0304).</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
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