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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">87</journal-id>
      <journal-id journal-id-type="index">urn:lsid:arphahub.com:pub:A116C711-4C18-5A38-8F1E-5E97753A8A64</journal-id>
      <journal-title-group>
        <journal-title xml:lang="en">Folia Medica</journal-title>
        <abbrev-journal-title xml:lang="en">FM</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="ppub">0204-8043</issn>
      <issn pub-type="epub">1314-2143</issn>
      <publisher>
        <publisher-name>Plovdiv Medical University</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.3897/folmed.68.e193784</article-id>
      <article-id pub-id-type="publisher-id">193784</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Research Article</subject>
        </subj-group>
        <subj-group subj-group-type="scientific_subject">
          <subject>Biology</subject>
          <subject>Diagnostic medicine</subject>
          <subject>Immunology</subject>
          <subject>Internal Diseases</subject>
          <subject>Neurology</subject>
          <subject>Pathophysiology</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Increased interleukin-6 and hepcidin-25 are associated with restless legs syndrome in rheumatoid arthritis patients</article-title>
      </title-group>
      <contrib-group content-type="authors">
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Avramov</surname>
            <given-names>Krasimir</given-names>
          </name>
          <email xlink:type="simple">kavramov@pathophysiology.info</email>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Terziyska</surname>
            <given-names>Snezhana</given-names>
          </name>
          <xref ref-type="aff" rid="A2">2</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Yakov</surname>
            <given-names>Ivan</given-names>
          </name>
          <xref ref-type="aff" rid="A2">2</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Georgiev</surname>
            <given-names>Todor</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-3220-6703</uri>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Draganova</surname>
            <given-names>Aneliya</given-names>
          </name>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Terziyski</surname>
            <given-names>Kiril</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0003-1314-7039</uri>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="A1">
        <label>1</label>
        <addr-line content-type="verbatim">Department of Pathophysiology, Medical University of Plovdiv, Plovdiv, Bulgaria</addr-line>
        <institution>Department of Pathophysiology, Medical University of Plovdiv</institution>
        <addr-line content-type="city">Plovdiv</addr-line>
        <country>Bulgaria</country>
      </aff>
      <aff id="A2">
        <label>2</label>
        <addr-line content-type="verbatim">Department of Rheumatology, Trimontium MHAT, Plovdiv, Bulgaria</addr-line>
        <institution>Department of Rheumatology, MHAT "Trimontium"</institution>
        <addr-line content-type="city">Plovdiv</addr-line>
        <country>Bulgaria</country>
      </aff>
      <author-notes>
        <fn fn-type="corresp">
          <p><bold>Corresponding author</bold>: Krasimir Avramov, Department of Pathophysiology, Medical University of Plovdiv, Plovdiv, Bulgaria; Email: <email xlink:type="simple">kavramov@pathophysiology.info</email></p>
        </fn>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>08</day>
        <month>06</month>
        <year>2026</year>
      </pub-date>
      <volume>68</volume>
      <issue>3</issue>
      <elocation-id>e193784</elocation-id>
      <uri content-type="arpha" xlink:href="http://openbiodiv.net/EA866846-3CBD-533B-812D-ED6DC892EEBA">EA866846-3CBD-533B-812D-ED6DC892EEBA</uri>
      <history>
        <date date-type="received">
          <day>31</day>
          <month>03</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>28</day>
          <month>04</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>Krasimir Avramov, Snezhana Terziyska, Ivan Yakov, Todor Georgiev, Aneliya Draganova, Kiril Terziyski</copyright-statement>
        <license license-type="creative-commons-attribution" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
          <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
        </license>
      </permissions>
      <abstract>
        <label>Abstract</label>
        <p><bold>Introduction</bold>: Restless legs syndrome (<abbrev xlink:title="Restless legs syndrome">RLS</abbrev>) is a frequent yet underrecognized comorbidity in rheumatoid arthritis (<abbrev xlink:title="rheumatoid arthritis">RA</abbrev>), potentially driven by inflammation-mediated disturbances in iron metabolism.</p>
        <p><bold>Aim</bold>: This study investigated the relationship between inflammatory markers and iron homeostasis in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients with and without <abbrev xlink:title="Restless legs syndrome">RLS</abbrev>.</p>
        <p><bold>Methods</bold>: This monocentric cross-sectional study included 32 <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients, 12 of whom had <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> and 20 who did not. <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> was diagnosed using ICSD-3 criteria, and severity was measured using <abbrev xlink:title="International Restless Legs Syndrome Study Group">IRLSSG</abbrev> scores. Clinical data, disease activity (DAS28-<abbrev xlink:title="C-reactive protein">CRP</abbrev>), reported sleep parameters, and laboratory markers (<abbrev xlink:title="interleukin 6">IL-6</abbrev>, <abbrev xlink:title="tumor necrosis factor α">TNF-α</abbrev>, serum iron, ferritin, and hepcidin-25) were analyzed. Between-group comparisons and receiver operating characteristic (<abbrev xlink:title="receiver operating characteristic">ROC</abbrev>) analyses were performed.</p>
        <p><bold>Results</bold>: The prevalence of <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> in our cohort was 37.5%. Compared to <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients without <abbrev xlink:title="Restless legs syndrome">RLS</abbrev>, those with <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> demonstrated significantly prolonged reported sleep latency (42.5 vs. 25.0 min, <italic>p</italic>&lt;0.001, δ=0.86); higher disease activity (DAS28-<abbrev xlink:title="C-reactive protein">CRP</abbrev> 4.64 vs. 3.82, <italic>p</italic>=0.0029, δ=0.64); elevated <abbrev xlink:title="interleukin 6">IL-6</abbrev> (13.55 vs. 2.84 pg/mL, <italic>p</italic>=0.0022, δ=0.66); and hepcidin-25 levels (640 vs. 455 pg/mL, <italic>p</italic>=0.0382, δ=0.48) and lower serum iron (15.35 vs. 19.30 µmol/L, <italic>p</italic>=0.0292, δ=−0.47). Ferritin and <abbrev xlink:title="tumor necrosis factor α">TNF-α</abbrev> did not differ significantly. <abbrev xlink:title="receiver operating characteristic">ROC</abbrev> analysis showed strong discrimination for reported sleep latency (AUC 0.93), <abbrev xlink:title="interleukin 6">IL-6</abbrev> (AUC 0.83), and DAS28-<abbrev xlink:title="C-reactive protein">CRP</abbrev> (AUC 0.82).</p>
        <p><bold>Conclusions</bold>: <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients with <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> demonstrate a distinct biological profile characterized by heightened inflammatory activity and functional iron deficiency. The <abbrev xlink:title="interleukin 6">IL-6</abbrev>–hepcidin–iron axis emerges as a central mechanistic pathway linking systemic inflammation to <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> pathophysiology. These findings support the concept that the magnitude of inflammatory activation, rather than its mere presence, contributes to <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> development in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> and highlight potential targets for improved diagnostic and therapeutic strategies.</p>
      </abstract>
      <kwd-group>
        <label>Keywords</label>
        <kwd>restless legs syndrome</kwd>
        <kwd>rheumatoid arthritis</kwd>
        <kwd>interleukin-6</kwd>
        <kwd>hepcidin</kwd>
        <kwd>iron metabolism</kwd>
        <kwd>inflammation</kwd>
      </kwd-group>
      <funding-group>
        <funding-statement>Medical University of Plovdiv: project № P-2990/2023</funding-statement>
      </funding-group>
    </article-meta>
    <notes>
      <sec sec-type="Citation" id="sec1">
        <title>Citation</title>
        <p>Avramov K, Terziyska S, Yakov I, Georgiev T, Draganova A, Terziyski K. Increased interleukin-6 and hepcidin-25 are associated with restless legs syndrome in rheumatoid arthritis patients. Folia Med (Plovdiv) 2026;68(3):е193784. <ext-link ext-link-type="doi" xlink:href="10.3897/folmed.68.e193784">doi: 10.3897/folmed.68.e193784</ext-link>.</p>
      </sec>
    </notes>
  </front>
  <body>
    <sec sec-type="Introduction" id="sec2">
      <title>Introduction</title>
      <p>Rheumatoid arthritis (<abbrev xlink:title="rheumatoid arthritis">RA</abbrev>) is a chronic autoimmune disease that affects up to 1% of adults worldwide.<sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup> Besides progressive joint destruction, <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> is accompanied by systemic complications and comorbidities such as depression, cardiovascular disease, anemia, and sleep disturbances.<sup>[<xref ref-type="bibr" rid="B2">2</xref>]</sup> The latter are not trivial complaints—population-based cohorts show that <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients have a significantly higher risk of sleep disorders than age- and sex-matched controls.<sup>[<xref ref-type="bibr" rid="B3">3</xref>,<xref ref-type="bibr" rid="B4">4</xref>]</sup> Although studies show considerable methodological heterogeneity, it is persistently reported that at least one-third of <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients have sleep problems.<sup>[<xref ref-type="bibr" rid="B3">3</xref>]</sup> Sleep impairment exacerbates systemic inflammation and pain, contributes to fatigue, depression, and disability, and worsens the quality of life.<sup>[<xref ref-type="bibr" rid="B5">5</xref>]</sup> This initiates a vicious, self-reinforcing cycle that drives progressive disease exacerbation and may impair effective therapeutic control.<sup>[<xref ref-type="bibr" rid="B6">6</xref>,<xref ref-type="bibr" rid="B7">7</xref>]</sup> The timely recognition of disturbed sleep is therefore critical for an effective and holistic approach to <abbrev xlink:title="rheumatoid arthritis">RA</abbrev>.<sup>[<xref ref-type="bibr" rid="B5">5</xref>,<xref ref-type="bibr" rid="B7">7</xref>]</sup></p>
      <p>Among sleep disorders, restless legs syndrome (<abbrev xlink:title="Restless legs syndrome">RLS</abbrev>) is particularly relevant.<sup>[<xref ref-type="bibr" rid="B4">4</xref>,<xref ref-type="bibr" rid="B8">8</xref>,<xref ref-type="bibr" rid="B9">9</xref>]</sup><abbrev xlink:title="Restless legs syndrome">RLS</abbrev> is a neurological sensorimotor disorder characterized by an urge to move the legs associated with unpleasant sensations, which worsen at rest or at night and cause distress and disrupted sleep.<sup>[<xref ref-type="bibr" rid="B10">10</xref>]</sup> In the general population the prevalence is 5%–10%.<sup>[<xref ref-type="bibr" rid="B11">11</xref>]</sup> In rheumatoid arthritis, the burden is much higher.</p>
      <p>Meta-analyses confirm the trend—pooled data show an <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> prevalence of 26.6% in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev>.<sup>[<xref ref-type="bibr" rid="B12">12</xref>]</sup>. Nonetheless, most rheumatology studies focus on pain and disease activity or other major and well-recognized comorbidities, and <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> remains overlooked. Because <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> sensations can mimic arthritic pain, misdiagnosis may lead to inadequately addressed issues or unnecessary medication changes. Moreover, early detection and treatment of <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> in rheumatic diseases improves quality of life.<sup>[<xref ref-type="bibr" rid="B9">9</xref>,<xref ref-type="bibr" rid="B13">13</xref>-<xref ref-type="bibr" rid="B15">15</xref>]</sup></p>
      <p>The pathophysiological basis for increased prevalence of <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> has a strong theoretical foundation. It has been repeatedly shown that <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> pathogenesis is fundamentally intertwined with iron dysmetabolism.<sup>[<xref ref-type="bibr" rid="B16">16</xref>]</sup> Specifically, it is the impaired iron compartmentalization in the central nervous system rather than an absolute systemic iron deficiency that is more closely associated with the neurotransmitter signaling abnormalities in <abbrev xlink:title="Restless legs syndrome">RLS</abbrev>.<sup>[<xref ref-type="bibr" rid="B17">17</xref>]</sup> In <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients, pathological processes exist that increase the vulnerability to iron mishandling by the responsible systems. <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> is recognized as a prototypical autoimmune disease marked by chronic inflammation, which predisposes to anemia of chronic disease.<sup>[<xref ref-type="bibr" rid="B18">18</xref>]</sup> Chronic inflammation in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> upregulates <abbrev xlink:title="interleukin 6">IL-6</abbrev><sup>[<xref ref-type="bibr" rid="B19">19</xref>]</sup>, which in turn stimulates hepcidin production<sup>[<xref ref-type="bibr" rid="B20">20</xref>,<xref ref-type="bibr" rid="B21">21</xref>]</sup>, resulting in iron sequestration, which may precipitate <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> in susceptible individuals<sup>[<xref ref-type="bibr" rid="B13">13</xref>]</sup>. Furthermore, <abbrev xlink:title="interleukin 6">IL-6</abbrev> is a key mediator of both <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> pathogenesis and sleep regulation.<sup>[<xref ref-type="bibr" rid="B22">22</xref>,<xref ref-type="bibr" rid="B23">23</xref>]</sup> While <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> is increasingly recognized as a frequent comorbidity of <abbrev xlink:title="rheumatoid arthritis">RA</abbrev>, few studies have investigated the specific biological pathways linking <abbrev xlink:title="rheumatoid arthritis">RA</abbrev>-associated inflammation, iron metabolism, and <abbrev xlink:title="Restless legs syndrome">RLS</abbrev>. Building on evidence that hepcidin is altered<sup>[<xref ref-type="bibr" rid="B24">24</xref>-<xref ref-type="bibr" rid="B26">26</xref>]</sup> in idiopathic <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> and that <abbrev xlink:title="interleukin 6">IL-6</abbrev> drives hepcidin expression and anemia in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev><sup>[<xref ref-type="bibr" rid="B20">20</xref>,<xref ref-type="bibr" rid="B27">27</xref>]</sup>, we hypothesized that <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients with <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> would exhibit altered iron metabolism in relation to systemic inflammation. Demonstrating such differences would provide mechanistic insight into <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev>. To our knowledge, no previous research has compared hepcidin, <abbrev xlink:title="interleukin 6">IL-6</abbrev>, and iron status in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients with and without <abbrev xlink:title="Restless legs syndrome">RLS</abbrev>.</p>
    </sec>
    <sec sec-type="Aim" id="sec3">
      <title>Aim</title>
      <p>The aim of this study was to investigate the association of inflammatory and iron metabolism biomarkers with the presence of <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> in patients with <abbrev xlink:title="rheumatoid arthritis">RA</abbrev>.</p>
    </sec>
    <sec sec-type="materials|methods" id="sec4">
      <title>Materials and methods</title>
      <p>This is a monocentric cross-sectional observational study. During primary or routine clinic visits, patients underwent a comprehensive examination by an experienced rheumatologist, including assessment of disease activity using the Disease Activity Score 28–C-reactive protein (<abbrev xlink:title="Disease Activity Score 28–C-reactive protein">DAS28–CRP</abbrev>) score. Inclusion criteria for patients in the study were an age between 18 and 70 years and patients diagnosed with rheumatoid arthritis, classified according to the 2010 ACR/EULAR classification criteria. The exclusion criteria were severe anemia (Hb&lt;80 g/L); heart failure class II, III, or IV according to the New York Heart Association (<abbrev xlink:title="New York Heart Association">NYHA</abbrev>) functional classification or heart failure with reduced ejection fraction; chronic kidney disease stage &gt;IIIb; liver cirrhosis; Parkinsonian syndrome or Parkinson’s disease; stroke in the acute or subacute phase or prior stroke with residual deficits (modified Rankin scale, <abbrev xlink:title="modified Rankin scale">mRS</abbrev>≥2); treatment with dopamine agonists, antipsychotics, or lithium; and pregnancy. Forty-three newly diagnosed patients and patients with established diagnoses of <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> were considered for screening. However, only 32 matched the criteria and signed the informed consent. Among these, 12 patients fulfilled criteria for restless legs syndrome and 20 served as controls without <abbrev xlink:title="Restless legs syndrome">RLS</abbrev>. Demographic data (age and sex), body‑mass index (<abbrev xlink:title="body‑mass index">BMI</abbrev>), and disease duration were extracted from the clinical records. Clinical laboratory testing like complete blood count with differential, rheumatoid factor, serum iron, ferritin, C-reactive protein, and erythrocyte sedimentation rate was performed locally in the clinic’s laboratory.</p>
      <p>All procedures performed in this study were conducted in accordance with the ethical standards of the institutional and/or national research committee and with the Declaration of Helsinki and its later amendments.</p>
      <sec sec-type="Evaluation of restless legs syndrome and sleep variables" id="sec5">
        <title>Evaluation of restless legs syndrome and sleep variables</title>
        <p><abbrev xlink:title="Restless legs syndrome">RLS</abbrev> was diagnosed using the International Classification of Sleep Disorders, 3rd edition<sup>[<xref ref-type="bibr" rid="B28">28</xref>]</sup> and severity was assessed with the International Restless Legs Syndrome Study Group (<abbrev xlink:title="International Restless Legs Syndrome Study Group">IRLSSG</abbrev>) criteria and questionnaire. Patients were interviewed about the presence of an urge to move the legs, symptom onset or worsening during rest, relief with movement, and circadian variation, and other potential secondary causes were excluded. During application of the <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> diagnostic criteria, the clinical interview incorporated a structured and exhaustive differential diagnostic framework to systematically exclude established <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> mimics. <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> severity was quantified with the <abbrev xlink:title="International Restless Legs Syndrome Study Group">IRLSSG</abbrev> rating scale (scores 0–40). Daytime sleepiness was assessed by the Epworth Sleepiness Scale (<abbrev xlink:title="Epworth Sleepiness Scale">ESS</abbrev>). All participants reported their usual subjective sleep duration (hours/night) and time to fall asleep.</p>
      </sec>
      <sec sec-type="Measurement of hepcidin and selected cytokines" id="sec6">
        <title>Measurement of hepcidin and selected cytokines</title>
        <p>Fasting venous blood samples were collected between 07:00 and 09:00 h after an overnight fast. Serum concentrations of <abbrev xlink:title="interleukin 6">IL-6</abbrev> and <abbrev xlink:title="tumor necrosis factor α">TNF-α</abbrev> were measured using an automated chemiluminescent immunoassay (<abbrev xlink:title="chemiluminescent immunoassay">CLIA</abbrev>) on the MAGLUMI platform (Snibe, China), following the manufacturer’s protocol. The assay is based on a two-step sandwich principle using magnetic microbeads coated with monoclonal antibodies and ABEI-labeled detection antibodies, with signal intensity directly proportional to analyte concentration. Serum hepcidin-25 levels were determined using a sandwich enzyme-linked immunosorbent assay (<abbrev xlink:title="enzyme-linked immunosorbent assay">ELISA</abbrev>) kit (EH3222, FineTest, Wuhan, China). The assay employs immobilized capture antibodies and enzyme-labeled detection antibodies, generating a colorimetric signal proportional to hepcidin concentration. Hepcidin-25 was successfully quantified in 27 patients. Samples from 5 patients were excluded due to insufficient serum volume for reliable measurement. We measured hepcidin-25 in the cohort of <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients since it is the biologically active form of hepcidin. This avoids the interpretation of concentrations of hepcidin involving degradation products.<sup>[<xref ref-type="bibr" rid="B29">29</xref>]</sup></p>
      </sec>
      <sec sec-type="Statistical analysis" id="sec7">
        <title>Statistical analysis</title>
        <p>Continuous variables are expressed as mean ± standard deviation or median (interquartile range) when non‑normally distributed. Categorical variables are expressed as frequencies and percentages. Differences between <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients with and without <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> were analyzed using the independent‑sample <italic>t</italic> test or Mann–Whitney U test for continuous variables and the chi‑square test for categorical variables. Effect size was estimated with Cliff’s delta. To explore discriminatory performance, receiver operating characteristic (<abbrev xlink:title="receiver operating characteristic">ROC</abbrev>) analysis was performed for selected variables. A two‑sided <italic>p</italic>‑value &lt;0.05 was considered statistically significant. All analyses were performed using SPSS version 27 (IBM Corp.).</p>
      </sec>
    </sec>
    <sec sec-type="Results" id="sec8">
      <title>Results</title>
      <p>The dataset comprised 32 patients with rheumatoid arthritis. Twelve patients (37.5%) met the criteria for <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> and 20 patients (62.5%) did not. The continuous variables were summarized as median and interquartile range (<abbrev xlink:title="interquartile range">IQR</abbrev>, Q1–Q3) <bold>(Table <xref ref-type="table" rid="T1">1</xref>)</bold>.</p>
      <table-wrap id="T1" position="float" orientation="portrait">
        <label>Table 1.</label>
        <caption>
          <p>Anthropometrics, disease activity of <abbrev xlink:title="rheumatoid arthritis">RA</abbrev>, clinical laboratory data and subjective sleep parameters compared between rheumatoid arthritis patients with <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> (<abbrev xlink:title="Restless legs syndrome">RLS</abbrev>+) and without <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> (<abbrev xlink:title="Restless legs syndrome">RLS</abbrev>−) </p>
        </caption>
        <table>
          <tbody>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>Parameter</bold>
              </td>
              <td rowspan="1" colspan="1">
                <bold><abbrev xlink:title="Restless legs syndrome">RLS</abbrev> + Median</bold>
              </td>
              <td rowspan="1" colspan="1">
                <bold><abbrev xlink:title="Restless legs syndrome">RLS</abbrev> + <abbrev xlink:title="interquartile range">IQR</abbrev></bold>
              </td>
              <td rowspan="1" colspan="1">
                <bold><abbrev xlink:title="Restless legs syndrome">RLS</abbrev> − Median</bold>
              </td>
              <td rowspan="1" colspan="1">
                <bold><abbrev xlink:title="Restless legs syndrome">RLS</abbrev> − <abbrev xlink:title="interquartile range">IQR</abbrev></bold>
              </td>
              <td rowspan="1" colspan="1">
                <bold><italic>p</italic>-value</bold>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Age (years)</td>
              <td rowspan="1" colspan="1">63.50</td>
              <td rowspan="1" colspan="1">7.75</td>
              <td rowspan="1" colspan="1">60.50</td>
              <td rowspan="1" colspan="1">12.25</td>
              <td rowspan="1" colspan="1">0.861</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1"><abbrev xlink:title="body‑mass index">BMI</abbrev> (kg.m<sup>−2</sup>)</td>
              <td rowspan="1" colspan="1">24.05</td>
              <td rowspan="1" colspan="1">2.83</td>
              <td rowspan="1" colspan="1">25.39</td>
              <td rowspan="1" colspan="1">8.39</td>
              <td rowspan="1" colspan="1">0.340</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">DAS28-<abbrev xlink:title="C-reactive protein">CRP</abbrev></td>
              <td rowspan="1" colspan="1">4.65</td>
              <td rowspan="1" colspan="1">0.94</td>
              <td rowspan="1" colspan="1">3.82</td>
              <td rowspan="1" colspan="1">1.10</td>
              <td rowspan="1" colspan="1">0.0029*</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1"><abbrev xlink:title="C-reactive protein">CRP</abbrev> (mg/l)</td>
              <td rowspan="1" colspan="1">2.98</td>
              <td rowspan="1" colspan="1">5.23</td>
              <td rowspan="1" colspan="1">1.65</td>
              <td rowspan="1" colspan="1">2.20</td>
              <td rowspan="1" colspan="1">0.186</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Leukocytes (×10<sup>9</sup>/l)</td>
              <td rowspan="1" colspan="1">6.13</td>
              <td rowspan="1" colspan="1">2.90</td>
              <td rowspan="1" colspan="1">7.05</td>
              <td rowspan="1" colspan="1">1.70</td>
              <td rowspan="1" colspan="1">0.695</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Erythrocytes (×10<sup>12</sup>/l)</td>
              <td rowspan="1" colspan="1">4.19</td>
              <td rowspan="1" colspan="1">0.61</td>
              <td rowspan="1" colspan="1">4.42</td>
              <td rowspan="1" colspan="1">0.78</td>
              <td rowspan="1" colspan="1">0.340</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Hemoglobin(g/l)</td>
              <td rowspan="1" colspan="1">127.5</td>
              <td rowspan="1" colspan="1">21.25</td>
              <td rowspan="1" colspan="1">127.0</td>
              <td rowspan="1" colspan="1">16.25</td>
              <td rowspan="1" colspan="1">0.626</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1"><abbrev xlink:title="mean corpuscular volume">MCV</abbrev> (fL)</td>
              <td rowspan="1" colspan="1">89.4</td>
              <td rowspan="1" colspan="1">4.03</td>
              <td rowspan="1" colspan="1">88.6</td>
              <td rowspan="1" colspan="1">8.78</td>
              <td rowspan="1" colspan="1">0.654</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1"><abbrev xlink:title="red cell distribution width">RDW</abbrev> (%)</td>
              <td rowspan="1" colspan="1">13.6</td>
              <td rowspan="1" colspan="1">1.80</td>
              <td rowspan="1" colspan="1">13.95</td>
              <td rowspan="1" colspan="1">2.55</td>
              <td rowspan="1" colspan="1">0.697</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1"><abbrev xlink:title="erythrocyte sedimentation rate">ESR</abbrev> (mm/h)</td>
              <td rowspan="1" colspan="1">30.0</td>
              <td rowspan="1" colspan="1">30.0</td>
              <td rowspan="1" colspan="1">32.5</td>
              <td rowspan="1" colspan="1">40.0</td>
              <td rowspan="1" colspan="1">0.507</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Creatinine (µmol/l)</td>
              <td rowspan="1" colspan="1">58.2</td>
              <td rowspan="1" colspan="1">17.55</td>
              <td rowspan="1" colspan="1">59.3</td>
              <td rowspan="1" colspan="1">12.10</td>
              <td rowspan="1" colspan="1">0.938</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Fasting glucose (mmol/l)</td>
              <td rowspan="1" colspan="1">4.41</td>
              <td rowspan="1" colspan="1">1.00</td>
              <td rowspan="1" colspan="1">4.92</td>
              <td rowspan="1" colspan="1">0.71</td>
              <td rowspan="1" colspan="1">0.228</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Serum iron (µmol/l)</td>
              <td rowspan="1" colspan="1">15.35</td>
              <td rowspan="1" colspan="1">6.90</td>
              <td rowspan="1" colspan="1">19.30</td>
              <td rowspan="1" colspan="1">8.45</td>
              <td rowspan="1" colspan="1">0.029*</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Ferritin (ng/ml)</td>
              <td rowspan="1" colspan="1">88.1</td>
              <td rowspan="1" colspan="1">61.58</td>
              <td rowspan="1" colspan="1">69.1</td>
              <td rowspan="1" colspan="1">75.88</td>
              <td rowspan="1" colspan="1">0.800</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Urea (mmol/l)</td>
              <td rowspan="1" colspan="1">4.81</td>
              <td rowspan="1" colspan="1">1.05</td>
              <td rowspan="1" colspan="1">4.93</td>
              <td rowspan="1" colspan="1">1.55</td>
              <td rowspan="1" colspan="1">0.508</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">RF (UI/ml)</td>
              <td rowspan="1" colspan="1">11.4</td>
              <td rowspan="1" colspan="1">29.08</td>
              <td rowspan="1" colspan="1">11.45</td>
              <td rowspan="1" colspan="1">42.95</td>
              <td rowspan="1" colspan="1">0.922</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1"><abbrev xlink:title="interleukin 6">IL-6</abbrev> (pg/ml)</td>
              <td rowspan="1" colspan="1">13.55</td>
              <td rowspan="1" colspan="1">24.07</td>
              <td rowspan="1" colspan="1">2.85</td>
              <td rowspan="1" colspan="1">2.94</td>
              <td rowspan="1" colspan="1">0.0022*</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1"><abbrev xlink:title="tumor necrosis factor α">TNF-α</abbrev> (pg/ml)</td>
              <td rowspan="1" colspan="1">3.75</td>
              <td rowspan="1" colspan="1">7.98</td>
              <td rowspan="1" colspan="1">3.82</td>
              <td rowspan="1" colspan="1">5.15</td>
              <td rowspan="1" colspan="1">0.654</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Hepcidin-25 (pg/ml)</td>
              <td rowspan="1" colspan="1">640.0</td>
              <td rowspan="1" colspan="1">225.35</td>
              <td rowspan="1" colspan="1">455.0</td>
              <td rowspan="1" colspan="1">245.0</td>
              <td rowspan="1" colspan="1">0.038*</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1"><abbrev xlink:title="Epworth Sleepiness Scale">ESS</abbrev> (points)</td>
              <td rowspan="1" colspan="1">4.50</td>
              <td rowspan="1" colspan="1">4.00</td>
              <td rowspan="1" colspan="1">4.00</td>
              <td rowspan="1" colspan="1">3.25</td>
              <td rowspan="1" colspan="1">0.477</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Reported total sleep (h)</td>
              <td rowspan="1" colspan="1">6.00</td>
              <td rowspan="1" colspan="1">0.38</td>
              <td rowspan="1" colspan="1">6.50</td>
              <td rowspan="1" colspan="1">1.00</td>
              <td rowspan="1" colspan="1">0.073</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Reported time to sleep (min)</td>
              <td rowspan="1" colspan="1">42.50</td>
              <td rowspan="1" colspan="1">10.00</td>
              <td rowspan="1" colspan="1">25.00</td>
              <td rowspan="1" colspan="1">11.25</td>
              <td rowspan="1" colspan="1">&gt;0.001*</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn>
            <p><abbrev xlink:title="body‑mass index">BMI</abbrev>: body mass index; <abbrev xlink:title="disease activity score 28">DAS 28</abbrev>: disease activity score 28; <abbrev xlink:title="C-reactive protein">CRP</abbrev>: C-reactive protein; <abbrev xlink:title="mean corpuscular volume">MCV</abbrev>: mean corpuscular volume; <abbrev xlink:title="red cell distribution width">RDW</abbrev>: red cell distribution width; <abbrev xlink:title="erythrocyte sedimentation rate">ESR</abbrev>: erythrocyte sedimentation rate; RF: rheumatoid factor; <abbrev xlink:title="interleukin 6">IL-6</abbrev>: interleukin 6; <abbrev xlink:title="tumor necrosis factor α">TNF-α</abbrev>: tumor necrosis factor α; <abbrev xlink:title="Epworth Sleepiness Scale">ESS</abbrev>: Epworth sleepiness scale </p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <sec sec-type="Clinical and laboratory comparison between groups" id="sec9">
        <title>Clinical and laboratory comparison between groups</title>
        <p>Patients with restless legs syndrome (<abbrev xlink:title="Restless legs syndrome">RLS</abbrev>) had substantially longer subjective sleep latency than patients without <abbrev xlink:title="Restless legs syndrome">RLS</abbrev>. The median time taken to fall asleep was 42.5 minutes (interquartile range (<abbrev xlink:title="interquartile range">IQR</abbrev>) 40.0–50.0) in the <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> group, compared to 25.0 minutes (<abbrev xlink:title="interquartile range">IQR</abbrev> 18.8–30.0) in the non-<abbrev xlink:title="Restless legs syndrome">RLS</abbrev> group (<italic>p</italic>=0.00005; Cliff’s delta=0.86). Disease activity was also higher in patients with <abbrev xlink:title="Restless legs syndrome">RLS</abbrev>. DAS28-<abbrev xlink:title="C-reactive protein">CRP</abbrev> score was higher in the <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> group (4.64, <abbrev xlink:title="interquartile range">IQR</abbrev> 4.51–5.45) than in the non-<abbrev xlink:title="Restless legs syndrome">RLS</abbrev> group (3.82, <abbrev xlink:title="interquartile range">IQR</abbrev> 3.08–4.17; <italic>p</italic>=0.0029; Cliff’s delta =0.64) <bold>(Fig. <xref ref-type="fig" rid="F2">1</xref>)</bold>. Serum iron was lower in the <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> group (15.35, <abbrev xlink:title="interquartile range">IQR</abbrev> 9.46–16.35) than in the non-<abbrev xlink:title="Restless legs syndrome">RLS</abbrev> group (19.30, <abbrev xlink:title="interquartile range">IQR</abbrev> 14.78–23.23; <italic>p</italic>=0.0292) <bold>(Fig. <xref ref-type="fig" rid="F1">2</xref>)</bold>. Hepcidin was higher in the <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> group (640.0, <abbrev xlink:title="interquartile range">IQR</abbrev> 507.5–732.9) than in the non-<abbrev xlink:title="Restless legs syndrome">RLS</abbrev> group (455.0, <abbrev xlink:title="interquartile range">IQR</abbrev> 373.8–618.8; <italic>p</italic>=0.0382) <bold>(Fig. <xref ref-type="fig" rid="F3">3</xref>)</bold>. By contrast, ferritin levels did not differ significantly between the two groups (<italic>p</italic>=0.800). Inflammatory cytokine profiling revealed a significant increase in <abbrev xlink:title="interleukin 6">IL-6</abbrev> levels in the <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> group (13.55, <abbrev xlink:title="interquartile range">IQR</abbrev> 3.83–27.90) compared to the non-<abbrev xlink:title="Restless legs syndrome">RLS</abbrev> group (2.84, <abbrev xlink:title="interquartile range">IQR</abbrev> 1.69–4.63; <italic>p</italic>=0.0022; Cliff’s delta =0.66) <bold>(Fig. <xref ref-type="fig" rid="F4">4</xref>)</bold>. <abbrev xlink:title="tumor necrosis factor α">TNF-α</abbrev> did not differ significantly between the two groups (<italic>p</italic>=0.654).</p>
        <fig id="F1">
          <object-id content-type="arpha">5774A417-72EF-51B1-802E-BA2D536207CF</object-id>
          <label>Figure 1.</label>
          <caption>
            <p>Comparison of disease activity (DAS28-<abbrev xlink:title="C-reactive protein">CRP</abbrev>) in patients with and without restless legs syndrome.</p>
          </caption>
          <graphic xlink:href="foliamedica-68-3-e193784-g001.jpg" id="oo_1673257.jpg">
            <uri content-type="original_file">https://binary.pensoft.net/fig/1673257</uri>
          </graphic>
        </fig>
        <fig id="F2">
          <object-id content-type="arpha">F69959AC-995E-5420-8B91-2D0A461A0266</object-id>
          <label>Figure 2.</label>
          <caption>
            <p>Comparison of serum iron in patients with and without restless legs syndrome.</p>
          </caption>
          <graphic xlink:href="foliamedica-68-3-e193784-g002.jpg" id="oo_1673258.jpg">
            <uri content-type="original_file">https://binary.pensoft.net/fig/1673258</uri>
          </graphic>
        </fig>
        <fig id="F3">
          <object-id content-type="arpha">58BAB510-F7B8-5489-A996-BB0A84D6B53E</object-id>
          <label>Figure 3.</label>
          <caption>
            <p>Comparison of hepcidin-25 is increased in <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> group compared to Non-<abbrev xlink:title="Restless legs syndrome">RLS</abbrev>.</p>
          </caption>
          <graphic xlink:href="foliamedica-68-3-e193784-g003.jpg" id="oo_1673259.jpg">
            <uri content-type="original_file">https://binary.pensoft.net/fig/1673259</uri>
          </graphic>
        </fig>
        <fig id="F4">
          <object-id content-type="arpha">E9BA24A8-6E84-5EA3-8E99-40EA292BD896</object-id>
          <label>Figure 4.</label>
          <caption>
            <p>Comparison of <abbrev xlink:title="interleukin 6">IL-6</abbrev> in patients with <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> compared to Non-<abbrev xlink:title="Restless legs syndrome">RLS</abbrev><abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients.</p>
          </caption>
          <graphic xlink:href="foliamedica-68-3-e193784-g004.jpg" id="oo_1673260.jpg">
            <uri content-type="original_file">https://binary.pensoft.net/fig/1673260</uri>
          </graphic>
        </fig>
        <p>Most routine hematologic and biochemical indices, including age, body mass index, <abbrev xlink:title="C-reactive protein">CRP</abbrev>, leukocyte count, erythrocyte count, hemoglobin, <abbrev xlink:title="mean corpuscular volume">MCV</abbrev>, <abbrev xlink:title="erythrocyte sedimentation rate">ESR</abbrev>, creatinine, fasting glucose, ferritin, RF, and urea, did not show statistically significant between-group differences. A trend toward shorter subjective total sleep duration was observed in the <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> group (6 h vs. 6.30 h; <italic>p</italic>=0.073) <bold>(Table <xref ref-type="table" rid="T1">1</xref>)</bold>.</p>
      </sec>
      <sec sec-type="Effect-size analysis" id="sec10">
        <title>Effect-size analysis</title>
        <p>Effect-size analysis confirmed that the main between-group differences were not merely driven by p-values. Sleep latency showed a large effect (Cliff’s delta=0.86). <abbrev xlink:title="interleukin 6">IL-6</abbrev> (delta=0.66) and DAS28 (delta=0.64) showed medium-to-large effects. Serum iron (delta=−0.47) and hepcidin (delta=0.48) showed moderate effects.</p>
      </sec>
      <sec sec-type="ROC analysis and candidate thresholds" id="sec11">
        <title>ROC analysis and candidate thresholds</title>
        <p><abbrev xlink:title="receiver operating characteristic">ROC</abbrev> analysis was used to estimate the discriminatory ability of the main variables and to derive exploratory cut points using the Youden index. These thresholds should be interpreted as hypothesis-generating only and not as clinically validated diagnostic cutoffs.</p>
        <p>The strongest discriminator was reported sleep latency (time to sleep), with an AUC of 0.93 and an optimal threshold around 40 minutes. <abbrev xlink:title="interleukin 6">IL-6</abbrev> and DAS28 also showed good discrimination (AUC 0.83 and 0.82, respectively). Serum iron performed in the expected inverse direction, with lower values associated with <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> and an exploratory threshold of ≤18.10. Hepcidin showed fair discrimination but lower specificity <bold>(Fig. <xref ref-type="fig" rid="F5">5</xref>)</bold>.</p>
        <fig id="F5">
          <object-id content-type="arpha">FF30C90D-B8CF-5BF9-88C1-5A09778567B8</object-id>
          <label>Figure 5.</label>
          <caption>
            <p><abbrev xlink:title="receiver operating characteristic">ROC</abbrev> curves for selected discriminators of <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients and optimal thresholds.</p>
          </caption>
          <graphic xlink:href="foliamedica-68-3-e193784-g005.jpg" id="oo_1673261.jpg">
            <uri content-type="original_file">https://binary.pensoft.net/fig/1673261</uri>
          </graphic>
        </fig>
      </sec>
    </sec>
    <sec sec-type="Discussion" id="sec12">
      <title>Discussion</title>
      <p>Our findings support an association between greater inflammatory burden and the presence of <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients. Patients with <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> have higher rheumatoid arthritis activity as assessed by <abbrev xlink:title="Disease Activity Score 28–C-reactive protein">DAS28–CRP</abbrev>, higher serum <abbrev xlink:title="interleukin 6">IL-6</abbrev> concentrations, higher hepcidin-25 concentrations, lower circulating iron, and markedly prolonged reported sleep latency. Taken together, these data point to a more specific <abbrev xlink:title="interleukin 6">IL-6</abbrev>–hepcidin–iron axis rather than a uniform cytokine signal. This pattern is compatible with an inflammation-driven disturbance of iron homeostasis. Specifically, <abbrev xlink:title="interleukin 6">IL-6</abbrev> is a plausible upstream driver of hepcidin induction; elevated hepcidin can reduce bioavailable iron despite ferritin values that remain non-discriminatory in inflammatory states<sup>[<xref ref-type="bibr" rid="B30">30</xref>]</sup> suggesting that functional iron restriction may be more informative than ferritin alone in this cohort. Ferritin becomes a blunt marker, whereas serum iron and hepcidin better capture the functional iron restriction relevant to <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> biology.</p>
      <p>Our study focuses on one of the most common sleep impairments in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients, namely <abbrev xlink:title="Restless legs syndrome">RLS</abbrev>. The exponential growth of somnology research in recent years has revealed the insidious impact of disturbed sleep on various somatic diseases, and <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> is no exception.<sup>[<xref ref-type="bibr" rid="B6">6</xref>]</sup> On the contrary, it is widely acknowledged that this is a disease with numerous comorbidities, but only recently have the patients’ sleep complaints, particularly <abbrev xlink:title="Restless legs syndrome">RLS</abbrev>, received adequate attention.‌<sup>[<xref ref-type="bibr" rid="B4">4</xref>-<xref ref-type="bibr" rid="B8">8</xref>,<xref ref-type="bibr" rid="B14">14</xref>]</sup> Our findings are consistent with the currently accepted hypothesis for the development of secondary <abbrev xlink:title="Restless legs syndrome">RLS</abbrev>. They fit into a mechanistic model in which systemic inflammation and iron dysregulation provide the biochemical foundation for central sensorimotor and sleep-initiation dysfunction.<sup>[<xref ref-type="bibr" rid="B31">31</xref>]</sup></p>
      <p>Although the “main stage” for <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> is the synovial tissue and its transformation into pannus, the locally produced cytokines in high concentration gain access to the systemic circulation (spillover hypothesis). Cytokines of importance that are increased in the bloodstream are IL-1 beta, <abbrev xlink:title="interleukin 6">IL-6</abbrev>, and TNF-alpha.<sup>[<xref ref-type="bibr" rid="B22">22</xref>]</sup> In the theoretical framework for <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> development, <abbrev xlink:title="interleukin 6">IL-6</abbrev> is of interest since, through the axis of <abbrev xlink:title="interleukin 6">IL-6</abbrev>–STAT3–HAMP, it can stimulate the synthesis and release of hepcidin. The latter is recognized as the master regulator of iron metabolism in the body.<sup>[<xref ref-type="bibr" rid="B30">30</xref>]</sup> Hepcidin achieves control over iron transport by inducing internalization of ferroportin channels and ultimately limiting intestinal iron absorption while blocking the available iron within the mononuclear phagocyte system. These interactions are fundamental for the development of anemia due to chronic inflammation.<sup>[<xref ref-type="bibr" rid="B30">30</xref>]</sup> A meta-analysis of serum hepcidin in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients by Chen et al. in 2020 has shown that serum hepcidin levels are significantly higher in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients compared to healthy control, positively correlated with <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> activity, and are associated with the presence of anemia.<sup>[<xref ref-type="bibr" rid="B20">20</xref>]</sup></p>
      <p>Our results, indicating higher <abbrev xlink:title="interleukin 6">IL-6</abbrev> and hepcidin and lower serum iron levels in the <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> (+) group, are in concordance with this mechanistic framework. This also implies a quantitative effect, since although serum hepcidin levels are generally elevated in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> compared to healthy controls, only a subset of <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients develops <abbrev xlink:title="Restless legs syndrome">RLS</abbrev>. This suggests that a higher degree of activation of the <abbrev xlink:title="interleukin 6">IL-6</abbrev>–hepcidin axis, rather than its mere presence, may be required to precipitate <abbrev xlink:title="Restless legs syndrome">RLS</abbrev>. The lack of significant differences in ferritin levels between the two groups is consistent with functional rather than absolute iron deficiency. In this context, hepcidin-mediated alterations in iron transport may extend beyond systemic circulation, as it has been shown that hepcidin is capable of altering iron transport across blood-brain barrier affecting astrocytes and neurons<sup>[<xref ref-type="bibr" rid="B32">32</xref>,<xref ref-type="bibr" rid="B33">33</xref>]</sup>, which may precipitate <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients<sup>[<xref ref-type="bibr" rid="B17">17</xref>]</sup>.</p>
      <p>In 2012 Weinstock et al. published a theoretical paper exploring the high association of <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> with chronic inflammatory disorders, proposing that these associations are rooted in underlying mechanistic links.<sup>[<xref ref-type="bibr" rid="B31">31</xref>]</sup> Almost 15 years later, accumulating evidence supports this concept, especially in patients with chronic kidney disease on dialysis.‌<sup>[<xref ref-type="bibr" rid="B34">34</xref>,<xref ref-type="bibr" rid="B35">35</xref>]</sup> The integrative synthesis of our results supports the hypothesis for iron dysmetabolism invoked by systemic inflammation in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev>. We demonstrate that higher disease activity measured by <abbrev xlink:title="Disease Activity Score 28–C-reactive protein">DAS28–CRP</abbrev> is associated with the presence of <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> and that the <abbrev xlink:title="interleukin 6">IL-6</abbrev>–hepcidin axis appears to be activated in these patients, which may also explain the observed reduction in serum iron levels.</p>
      <p>However, a recent concise review on the role of proinflammatory cytokines in idiopathic <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> suggests that these are not recognized as reliable markers.<sup>[<xref ref-type="bibr" rid="B36">36</xref>]</sup> The authors do acknowledge the methodological heterogeneity of the studies that were assessed as well as the fact that significant alterations in these cytokines exist in cohorts in which chronic inflammation is internal to the host state (e.g., patients with chronic kidney disease). The latter is also the case for our patient cohort, and it is in coherence with the proposed theoretical framework for development of secondary <abbrev xlink:title="Restless legs syndrome">RLS</abbrev>.</p>
    </sec>
    <sec sec-type="Limitations" id="sec13">
      <title>Limitations</title>
      <p>The present study has several important limitations that should be acknowledged. First, the relatively small sample size limits statistical power and increases the likelihood of type II error. Second, the monocentric and cross-sectional design precludes any inference of causality and restricts the generalizability of the findings beyond the studied population. Third, the assessment of sleep parameters relied on subjective self-reported measures without objective validation through polysomnography or actigraphy, introducing the possibility of measurement bias. In addition, residual confounding cannot be excluded, as factors such as treatment regimens, variability in disease duration, and unrecognized comorbidities may have influenced both inflammatory and iron metabolism markers. Finally, the biomarker analysis was based on single time-point measurements, which do not capture temporal dynamics and limit interpretation of the proposed <abbrev xlink:title="interleukin 6">IL-6</abbrev>–hepcidin–iron axis.</p>
    </sec>
    <sec sec-type="Conclusion" id="sec14">
      <title>Conclusion</title>
      <p><abbrev xlink:title="rheumatoid arthritis">RA</abbrev> patients with <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> demonstrate higher disease activity and higher levels of hepcidin and <abbrev xlink:title="interleukin 6">IL-6</abbrev> with lower serum iron, consistent with functional iron deficiency driven by inflammation. These findings support the role of the <abbrev xlink:title="interleukin 6">IL-6</abbrev>-hepcidin axis in the pathophysiology of secondary <abbrev xlink:title="Restless legs syndrome">RLS</abbrev> in <abbrev xlink:title="rheumatoid arthritis">RA</abbrev>, potentially in a magnitude dependent manner.</p>
    </sec>
  </body>
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    <sec sec-type="Additional information" id="sec15">
      <title>Additional information</title>
      <p>
        <bold>Ethical statement</bold>
      </p>
      <list list-type="bullet">
        <list-item>
          <p>The authors declared that no clinical trials were used in the present study.
</p>
        </list-item>
        <list-item>
          <p>The authors declared that no experiments on humans or human tissues were performed for the present study.
</p>
        </list-item>
        <list-item>
          <p>Informed consent was obtained from the patients included in the study in accordance with the ethical standards of the Helsinki Declaration. The study was approved by the Ethics Committee of the Medical University of Plovdiv (approval No. PKHE-52/10.11.2025).
</p>
        </list-item>
      </list>
      <p>The authors declared that no experiments on animals were performed for the present study.</p>
      <list list-type="bullet">
        <list-item>
          <p>The authors declared that no commercially available immortalised human and animal cell lines were used in the present study.
</p>
        </list-item>
      </list>
      <p>
        <bold>Conflict of interest</bold>
      </p>
      <p>The authors have declared that no competing interests exist.</p>
      <p>
        <bold>Artificial Intelligence (AI) use</bold>
      </p>
      <p>The authors accept full responsibility for the content of the manuscript, including the disclosure of any use of AI. No AI tools were used in the preparation of this manuscript.</p>
      <p>
        <bold>Funding</bold>
      </p>
      <p>This research was funded by the Medical University of Plovdiv (project No. P-2990/2023)</p>
      <p>
        <bold>Author contributions</bold>
      </p>
      <p>All authors have contributed equally.</p>
      <p>
        <bold>Author ORCIDs</bold>
      </p>
      <p>Todor Georgiev <ext-link xlink:href="https://orcid.org/0000-0002-3220-6703" ext-link-type="uri">https://orcid.org/0000-0002-3220-6703</ext-link></p>
      <p>Kiril Terziyski <ext-link xlink:href="https://orcid.org/0000-0003-1314-7039" ext-link-type="uri">https://orcid.org/0000-0003-1314-7039</ext-link></p>
      <p>
        <bold>Data availability</bold>
      </p>
      <p>All of the data that support the findings of this study are available in the main text.</p>
    </sec>
  </back>
</article>
