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<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
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<issn pub-type="epub">1664-3224</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2026.1747659</article-id>
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<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Kappa free light chain index in CSF diagnostics: the impact of different immunoglobulin isotypes</article-title>
</title-group>
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<name><surname>Schmidauer</surname><given-names>Martin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Berek</surname><given-names>Klaus</given-names></name>
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<name><surname>Auer</surname><given-names>Michael</given-names></name>
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<name><surname>Di Pauli</surname><given-names>Franziska</given-names></name>
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<name><surname>F&#xf6;ttinger</surname><given-names>Fabian</given-names></name>
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<name><surname>Krajnc</surname><given-names>Nik</given-names></name>
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<name><surname>Deisenhammer</surname><given-names>Florian</given-names></name>
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<name><surname>Bsteh</surname><given-names>Gabriel</given-names></name>
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<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<name><surname>Walde</surname><given-names>Janette</given-names></name>
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<name><surname>Hegen</surname><given-names>Harald</given-names></name>
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<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<aff id="aff1"><label>1</label><institution>Department of Neurology, Medical University of Innsbruck</institution>, <city>Innsbruck</city>,&#xa0;<country country="at">Austria</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Neurology, Medical University of Vienna</institution>, <city>Vienna</city>,&#xa0;<country country="at">Austria</country></aff>
<aff id="aff3"><label>3</label><institution>Comprehensive Centre for Clinical Neurosciences and Mental Health, Medical University of Vienna</institution>, <city>Vienna</city>,&#xa0;<country country="at">Austria</country></aff>
<aff id="aff4"><label>4</label><institution>Department of Statistics, Faculty of Economics and Statistics, University of Innsbruck</institution>, <city>Innsbruck</city>,&#xa0;<country country="at">Austria</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Harald Hegen, <email xlink:href="mailto:harald.hegen@i-med.ac.at">harald.hegen@i-med.ac.at</email></corresp>
<fn fn-type="equal" id="fn003">
<label>&#x2020;</label>
<p>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-17">
<day>17</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1747659</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>27</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Schmidauer, Berek, Auer, Di Pauli, F&#xf6;ttinger, Krajnc, Deisenhammer, Bsteh, Walde and Hegen.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Schmidauer, Berek, Auer, Di Pauli, F&#xf6;ttinger, Krajnc, Deisenhammer, Bsteh, Walde and Hegen</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-17">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>The kappa free light chain (&#x3ba;-FLC) index is a sensitive marker of intrathecal immunoglobulin (Ig) synthesis and is increasingly used in cerebrospinal fluid (CSF) analysis of patients with suspected multiple sclerosis (MS). The relative contribution of the different Ig isotypes to intrathecal &#x3ba;-FLC production remains unclear.</p>
</sec>
<sec>
<title>Methods</title>
<p>We retrospectively analysed CSF data from patients with a first demyelinating event suggestive of MS enrolled in studies at the Medical Universities of Innsbruck and Vienna. Of all included patients, results on Ig and &#x3ba;-FLC concentrations in CSF and serum were available. Linear regression analysis was used to assess the impact of Ig intrathecal fractions (IF) on &#x3ba;-FLC index.</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 188 patients with a median age of 31 (25-39) years and a predominantly female sex distribution (62%) were included. The &#x3ba;-FLC index was significantly higher in patients with isolated intrathecal IgG synthesis [32.5 (17.7-81.0); n=130] compared to patients without intrathecal immunoglobulin production [3.0 (2.0-5.9); p&lt;0.001; n=18] and was further elevated in patients with both intrathecal IgG and IgM synthesis [68.4 (48.4-120.6); n=29]. Both IgG and IgM IF independently contributed to the &#x3ba;-FLC index in linear regression analysis, with IgG IF having approximately 3.5 times the effect size of IgM IF. Exploratory analysis of the contribution of IgA IF to &#x3ba;-FLC index revealed qualitatively the same results.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Increase of &#x3ba;-FLC index in patients with MS is predominantly due to an intrathecal IgG synthesis, while the contribution of intrathecal IgM is less frequent and quantitatively low.</p>
</sec>
</abstract>
<kwd-group>
<kwd>biomarker</kwd>
<kwd>crebrospinal fluid</kwd>
<kwd>diagnostic</kwd>
<kwd>IgG</kwd>
<kwd>IgM</kwd>
<kwd>Kappa (&#x3ba;) FLC</kwd>
<kwd>multiple sclerosis</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="2"/>
<table-count count="2"/>
<equation-count count="1"/>
<ref-count count="31"/>
<page-count count="7"/>
<word-count count="2546"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Multiple Sclerosis and Neuroimmunology</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>The synthesis of immunoglobulins (Ig) within the intrathecal compartment is a hallmark of multiple sclerosis (MS) (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>) and other inflammatory neurological diseases (<xref ref-type="bibr" rid="B4">4</xref>). Different methods are available to detect intrathecally produced Ig. These include the quantitative measurement of IgA, IgM and IgG in paired cerebrospinal fluid (CSF) and serum samples followed by the calculation of the intrathecal fraction (IF) (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>), as well as the qualitative detection of CSF-restricted IgG oligoclonal bands (OCB) (<xref ref-type="bibr" rid="B7">7</xref>). In recent years, the quantification of kappa free light chains (&#x3ba;-FLC) in CSF and serum followed by the calculation of the &#x3ba;-FLC index has been introduced into routine CSF diagnostics (<xref ref-type="bibr" rid="B8">8</xref>). &#x3ba;-FLC are produced by plasma cells in excess to intact immunoglobulins and also accumulate in the intrathecal compartment during inflammatory diseases of the central nervous system (CNS) (<xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>While determination of the Ig IF shows only moderate diagnostic sensitivity (<xref ref-type="bibr" rid="B4">4</xref>), the detection of CSF-restricted OCB is technically demanding, time-consuming and exclusively reflects intrathecal IgG synthesis. The &#x3ba;-FLC index overcomes the weaknesses of these two approaches. Measurement of &#x3ba;-FLC is easy, fast, cost-effective and reliable (<xref ref-type="bibr" rid="B9">9</xref>) and the &#x3ba;-FLC index shows a high diagnostic sensitivity and specificity comparable to OCB (<xref ref-type="bibr" rid="B10">10</xref>). Furthermore, the &#x3ba;-FLC index increases not only in case of intrathecal IgG but also in case of intrathecal IgM and/or IgA synthesis (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>However, the relative contribution of intrathecal synthesis of the different Ig isotypes, i.e., of IgG, IgA and IgM, to an intrathecal &#x3ba;-FLC synthesis, i.e., to an increase of &#x3ba;-FLC index, in patients with MS is not known, which is why we performed the present study.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec id="s2_1">
<title>Patients and samples</title>
<p>We included patients from observational studies at the Medical University of Innsbruck [Risk Assessment in Multiple Sclerosis by Cerebrospinal Fluid Free Light Chains (RIMSC) (<xref ref-type="bibr" rid="B13">13</xref>) and Biomarker Risk Assessment in Multiple Sclerosis (BRAMS)] and the Medical University of Vienna [Austrian Multiple Sclerosis Cohort (AMSC)] (<xref ref-type="bibr" rid="B14">14</xref>). For this study, in patients with a first demyelinating event of the CNS suggestive of MS, lumbar puncture (LP) and determination of Ig IF as well as of the &#x3ba;-FLC index were necessary for inclusion. All patients were treatment-na&#xef;ve at the time of LP. Details on inclusion of patients are given in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S1</bold></xref>. Diagnosis of MS was made using the 2017 revised McDonald criteria (<xref ref-type="bibr" rid="B1">1</xref>).</p>
<p>All CSF samples were collected by LP. Serum samples were collected concomitantly within 30 minutes via venipuncture. Samples were centrifuged at 2000 g for 10 minutes at room temperature before measurement (<xref ref-type="bibr" rid="B15">15</xref>).</p>
</sec>
<sec id="s2_2">
<title>Routine cerebrospinal fluid analysis</title>
<p>White blood cell (WBC) and red blood cell (RBC) counts were determined using Fuchs-Rosenthal chamber (MUI) (<xref ref-type="bibr" rid="B4">4</xref>), or automated by Sysmex confirmed by visual counting using Fuchs-Rosenthal chamber if counts were &#x2265;5/&#x3bc;L (MUV).</p>
<p>Immunoglobulin concentrations were determined by nephelometry. Intrathecal synthesis of IgG, IgM and IgA was calculated using the Auer &amp; Hegen formulae as previously published (<xref ref-type="bibr" rid="B5">5</xref>). Detection of OCB was performed by isoelectric focusing and subsequent immunoblotting using IgG-specific antibody staining at both centres as previously described (<xref ref-type="bibr" rid="B7">7</xref>).</p>
</sec>
<sec id="s2_3">
<title>Determination of albumin and k-free light chains</title>
<p>Albumin and &#x3ba;-FLC in CSF and serum were measured by nephelometry (Atellica; Siemens, Erlangen, Germany) using the N Albumin and N Latex FLC kappa assay (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>), respectively, according to the manufacturer&#x2019;s instructions.</p>
</sec>
<sec id="s2_4">
<title>Calculation of the &#x3ba;-FLC Index</title>
<p>The &#x3ba;-FLC index was calculated using the following formula:</p>
<disp-formula>
<mml:math display="block" id="M1"><mml:mrow><mml:mi>k</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>F</mml:mi><mml:mi>L</mml:mi><mml:mi>C</mml:mi><mml:mo>&#xa0;</mml:mo><mml:mi>i</mml:mi><mml:mi>n</mml:mi><mml:mi>d</mml:mi><mml:mi>e</mml:mi><mml:mi>x</mml:mi><mml:mo>&#xa0;</mml:mo><mml:mo>=</mml:mo><mml:mo>&#xa0;</mml:mo><mml:mfrac><mml:mrow><mml:mi>k</mml:mi><mml:mo>&#xa0;</mml:mo><mml:mo>&#x2212;</mml:mo><mml:mtext>&#xa0;</mml:mtext><mml:mi>F</mml:mi><mml:mi>L</mml:mi><mml:msub><mml:mi>C</mml:mi><mml:mrow><mml:mi>C</mml:mi><mml:mi>S</mml:mi><mml:mi>F</mml:mi></mml:mrow></mml:msub><mml:mo>&#xa0;</mml:mo><mml:mo stretchy="false">/</mml:mo><mml:mo>&#xa0;</mml:mo><mml:mi>k</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>F</mml:mi><mml:mi>L</mml:mi><mml:msub><mml:mi>C</mml:mi><mml:mrow><mml:mi>S</mml:mi><mml:mi>e</mml:mi><mml:mi>r</mml:mi><mml:mi>u</mml:mi><mml:mi>m</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:mi>A</mml:mi><mml:mi>l</mml:mi><mml:mi>b</mml:mi><mml:mi>u</mml:mi><mml:mi>m</mml:mi><mml:mi>i</mml:mi><mml:msub><mml:mi>n</mml:mi><mml:mrow><mml:mi>C</mml:mi><mml:mi>S</mml:mi><mml:mi>F</mml:mi></mml:mrow></mml:msub><mml:mo>&#xa0;</mml:mo><mml:mo stretchy="false">/</mml:mo><mml:mo>&#xa0;</mml:mo><mml:mi>A</mml:mi><mml:mi>l</mml:mi><mml:mi>b</mml:mi><mml:mi>u</mml:mi><mml:mi>m</mml:mi><mml:mi>i</mml:mi><mml:msub><mml:mi>n</mml:mi><mml:mrow><mml:mi>S</mml:mi><mml:mi>e</mml:mi><mml:mi>r</mml:mi><mml:mi>u</mml:mi><mml:mi>m</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:math>
</disp-formula>
<p>A &#x3ba;-FLC index &#x2265;6.1 was considered positive (<xref ref-type="bibr" rid="B10">10</xref>).</p>
</sec>
<sec id="s2_5">
<title>Statistical analysis</title>
<p>Categorical variables were expressed as frequencies and percentages, and continuous variables as median, 25<sup>th</sup>, 75<sup>th</sup> percentile and range as appropriate. For group comparisons, the Mann-Whitney-U test and Kruskal-Wallis test were applied. Bonferroni correction was done for multiple testing. Pearson correlation coefficient (r) was used for correlation analysis. Linear regression model was performed to evaluate the influence of the IF of the different Ig isotypes (continuous) on the &#x3ba;-FLC index. The distribution of the &#x3ba;-FLC index is highly right-skewed (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S2</bold></xref>). Furthermore, the impact of change of IgG IF (or IgM IF) on the &#x3ba;-FLC index is not constant over the full range of possible &#x3ba;-FLC index values (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S3</bold></xref>). Therefore, a log-transformation of k-FLC index is appropriate in linear regression.</p>
<p>A p-value &lt;0.05 was considered statistically significant. In regression analyses, according to the clear one-sided hypotheses, i.e. higher &#x3ba;-FLC index in case of intrathecal IgG, IgA and/or IgM synthesis (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>), one-sided hypothesis testing was used and, thus, one-sided p-values are shown. The unidirectional relationship between &#x3ba;-FLC and Ig is based on a clear biological mechanism: Plasma cells produce intact Ig and in excess &#x3ba;-FLC, i.e., in case of intrathecal plasma cell activity both Ig and &#x3ba;-FLC accumulate in the intrathecal compartment (<xref ref-type="bibr" rid="B9">9</xref>). Therefore, the parameters that quantitatively capture intrathecal Ig and &#x3ba;-FLC synthesis, i.e., IF Ig (<xref ref-type="bibr" rid="B4">4</xref>) as well as &#x3ba;-FLC index (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>), increase in case intrathecal plasma cell activity.</p>
<p>All statistical analyses were performed in R (<xref ref-type="bibr" rid="B18">18</xref>).</p>
</sec>
<sec id="s2_6">
<title>Ethics statement</title>
<p>The study was approved by the Ethics committees of the Medical Universities of Innsbruck (approval number: 1050/2023 and 1244/2019) and Vienna (approval number: 1368/2023). Informed consent was obtained from all participants. We adhered to the declaration of Helsinki and national regulations during all study procedures.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>A total of 188 patients at a median age of 31 (25&#x2013;39) years showing a female predominance (62%) were included into this study. One hundred seventy-seven (94%) patients were diagnosed as relapsing-remitting MS (RRMS), while the remaining patients were considered as clinically isolated syndrome. The &#x3ba;-FLC index ranged from 1.3 to 508.8 and was elevated in 167 (89%) of patients. While 18 (10%) patients had no intrathecal IgG synthesis (OCB negative), 130 (69%) had isolated intrathecal IgG synthesis (OCB positive) and 29 (15%) patients had intrathecal IgG and IgM synthesis. Only 2 (1%) patients had intrathecal IgG and IgA synthesis. Further details on demographics, clinical characteristics and CSF findings are shown in <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Demographics, clinical characteristics and CSF findings.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="2" align="left">Demographics</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Age (years)</td>
<td valign="middle" align="left">31 (25&#x2013;39)</td>
</tr>
<tr>
<td valign="middle" align="left">Sex (female)</td>
<td valign="middle" align="left">116 (62)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Clinical characteristics</th>
</tr>
<tr>
<td valign="middle" align="left">RRMS (according 2017 McDonald criteria)</td>
<td valign="middle" align="left">177 (94)</td>
</tr>
<tr>
<td valign="middle" align="left">Clinically isolated syndrome</td>
<td valign="middle" align="left">11 (6)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">CSF findings</th>
</tr>
<tr>
<td valign="middle" align="left">WBC (/&#x3bc;L)</td>
<td valign="middle" align="left">7 (3-13)</td>
</tr>
<tr>
<td valign="middle" align="left">RBC (/&#x3bc;L)</td>
<td valign="middle" align="left">0 (0-1)</td>
</tr>
<tr>
<td valign="middle" align="left">Total protein (mg/dL)</td>
<td valign="middle" align="left">39 (32-52)</td>
</tr>
<tr>
<td valign="middle" align="left">CSF albumin (mg/dL)</td>
<td valign="middle" align="left">19.2 (15.6-27.3)</td>
</tr>
<tr>
<td valign="middle" align="left">Serum albumin (mg/dL)</td>
<td valign="middle" align="left">4280 (4000-4520)</td>
</tr>
<tr>
<td valign="middle" align="left">Q<sub>alb</sub> (&#xd7;10<sup>-3</sup>)</td>
<td valign="middle" align="left">4.7 (3.6-6.3)</td>
</tr>
<tr>
<td valign="middle" align="left">IgG IF (%) &gt;0</td>
<td valign="middle" align="left">112 (59.6)</td>
</tr>
<tr>
<td valign="middle" align="left">IgG IF (%)*</td>
<td valign="middle" align="left">28.9 (13.9-48.9)</td>
</tr>
<tr>
<td valign="middle" align="left">IgM IF (%) &gt;0</td>
<td valign="middle" align="left">38 (20.2)</td>
</tr>
<tr>
<td valign="middle" align="left">IgM IF (%)*</td>
<td valign="middle" align="left">37.9 (23.6-61.3)</td>
</tr>
<tr>
<td valign="middle" align="left">IgA IF (%) &gt;0</td>
<td valign="middle" align="left">11 (5.9)</td>
</tr>
<tr>
<td valign="middle" align="left">IgA IF (%)*</td>
<td valign="middle" align="left">8.8 (4.7-41.8)</td>
</tr>
<tr>
<td valign="middle" align="left">OCB positive, n (%)</td>
<td valign="middle" align="left">170 (90.4)</td>
</tr>
<tr>
<td valign="middle" align="left">CSF &#x3ba;-FLC (mg/dL)</td>
<td valign="middle" align="left">0.2 (0.1-0.5)</td>
</tr>
<tr>
<td valign="middle" align="left">Serum &#x3ba;-FLC (mg/dL)</td>
<td valign="middle" align="left">1.2 (0.9-1.5)</td>
</tr>
<tr>
<td valign="middle" align="left">Q<sub>&#x3ba;-FLC</sub> (&#xd7;10<sup>-3</sup>)</td>
<td valign="middle" align="left">17.6 (7.8-40.5)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x3ba;-FLC index</td>
<td valign="middle" align="left">35.8 (15.2-89.2)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x3ba;-FLC index &#x2265; 6.1</td>
<td valign="middle" align="left">167 (88.8)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Data are given as median (25<sup>th</sup>-75<sup>th</sup> percentile) and n (%), as appropriate. * Given only for patients with Ig IF &gt;0%.</p></fn>
<fn>
<p>WBC, white blood count; RBC, red blood cell count; CSF, cerebrospinal fluid; Q<sub>alb</sub>, CSF/serum albumin ratio; Ig, immunoglobulin; IF, intrathecal fraction; RRMS, relapsing-remitting multiple sclerosis; OCB, oligoclonal bands; FLC, free light chain; Q<sub>&#x3ba;-FLC</sub>, CSF/serum &#x3ba;-FLC ratio.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The &#x3ba;-FLC index was statistically significantly higher in patients with isolated intrathecal IgG synthesis [32.5 (17.7-81.0)] as well as in patients with intrathecal IgG and IgM synthesis [68.4 (48.4-120.6] compared to patients with no intrathecal Ig synthesis [3.0 (2.0-5.9), both p&lt;0.001, <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>]. The percentage IF of IgG was higher in patients with IgG and IgM synthesis compared to patients with isolated IgG synthesis (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S4</bold></xref>). Regarding the impact of intrathecal IgA synthesis, we refrained from group-wise statistical comparisons due to the small number of patients. A descriptive depiction is given in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figures S5</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>S6</bold></xref>. Qualitatively, the findings were similar.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>&#x3ba;-FLC index according to the presence of intrathecal synthesis of different immunoglobulin isotypes. No Ig synthesis = OCB negativity and IgA IF &#x2264;0 and IgM IF &#x2264;0. IgG synthesis = OCB positivity. IgG + IgM synthesis = OCB positivity and IgM IF &gt;0%. FLC, free light chain; Ig, immunoglobulin.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1747659-g001.tif">
<alt-text content-type="machine-generated">Box plot comparing &#x3ba;-FLC index values across three groups: No Ig Synthesis, IgG synthesis, and IgG plus IgM synthesis, showing higher median &#x3ba;-FLC index in groups with immunoglobulin synthesis and p-value less than 0.001.</alt-text>
</graphic></fig>
<p>Multivariable linear regression was performed to identify the relative independent contribution of intrathecal IgG synthesis and IgM synthesis to elevation of the &#x3ba;-FLC index. Overall, the &#x3ba;-FLC index (ln) increased with the % IgG IF (&#x3b2;=0.041, p&lt;0.001) and with the % IgM IF (&#x3b2;=0.005, p=0.051, <xref ref-type="table" rid="T2"><bold>Table&#xa0;2A</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S1</bold></xref>). Similarly, in the subgroup of patients with both positive IgG as well as IgM IF, linear regression revealed qualitatively the same results, i.e. the &#x3ba;-FLC index (ln) increased with % IgG IF (&#x3b2;=0.026, p&lt;0.001) and % IgM IF (&#x3b2;=0.008, p=0.023) (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2B</bold></xref>; <xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>; <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S1</bold></xref>). Furthermore, there was no correlation between IF IgG and IF IgM (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S7</bold></xref>).</p><table-wrap-group id="T2" position="float"><label>Table&#xa0;2</label>
<caption>
<p>Multivariable linear regression analyses identifying the contribution of intrathecal IgG and IgM synthesis to the increase of &#x3ba;-FLC index.</p>
</caption>
<table-wrap>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="5" align="left">(A)</th>
</tr>
<tr>
<th valign="top" rowspan="2" align="left">ln (&#x3ba;-FLC index)</th>
<th valign="top" rowspan="2" align="left">Estimate</th>
<th valign="top" rowspan="2" align="left">Standard error</th>
<th valign="middle" colspan="2" align="left">P-value</th>
</tr>
<tr>
<th valign="middle" align="left">One-sided</th>
<th valign="middle" align="left">Two-sided</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">IgG IF (per % increase)</td>
<td valign="middle" align="left">0.041</td>
<td valign="middle" align="left">0.003</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">&lt;0.001</td>
</tr>
<tr>
<td valign="middle" align="left">IgM IF (per % increase)</td>
<td valign="middle" align="left">0.005</td>
<td valign="middle" align="left">0.003</td>
<td valign="middle" align="left">0.051</td>
<td valign="middle" align="left">0.101</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>R<sup>2</sup> = 0.586, VIF = 1.1.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="5" align="left">(B)</th>
</tr>
<tr>
<th valign="top" rowspan="2" align="left">
ln (&#x3ba;-FLC index)
</th>
<th valign="top" rowspan="2" align="left">Estimate</th>
<th valign="top" rowspan="2" align="left">Standard error</th>
<th valign="middle" colspan="2" align="left">P-value</th>
</tr>
<tr>
<th valign="middle" align="left">One-sided</th>
<th valign="middle" align="left">Two-sided</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">IgG IF (per % increase)</td>
<td valign="middle" align="left">0.026</td>
<td valign="middle" align="left">0.004</td>
<td valign="middle" align="left">&lt;0.001</td>
<td valign="middle" align="left">&lt;0.001</td>
</tr>
<tr>
<td valign="middle" align="left">IgM IF (per % increase)</td>
<td valign="middle" align="left">0.008</td>
<td valign="middle" align="left">0.004</td>
<td valign="middle" align="left">0.023</td>
<td valign="middle" align="left">0.045</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>R<sup>2</sup> = 0.593, VIF = 1.0.</p></fn>
<fn>
<p>Linear regression analyses to evaluate the influence of the IgG and IgM IF on &#x3ba;-FLC index using (A) the whole patient cohort and (B) the subgroup of patients positive for both IgG and IgM IF (&gt;0%).</p></fn>
<fn>
<p>Due to one-sided hypothesis testing, one-sided p-values are given.</p></fn>
<fn>
<p>FLC, free light chain; Ig, immunoglobulin; IF, intrathecal fraction.</p></fn>
</table-wrap-foot>
</table-wrap></table-wrap-group>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Contribution of intrathecal IgG and IgM synthesis to &#x3ba;-FLC index according to multivariable model. FLC, free light chain; Ig, immunoglobulin; IF, intrathecal fraction.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1747659-g002.tif">
<alt-text content-type="machine-generated">Three-dimensional surface plot illustrating the relationship between IgM IF percentage, IgG IF percentage, and &#x3ba;-FLC index, where the &#x3ba;-FLC index increases sharply as both IgM IF and IgG IF percentages rise.</alt-text>
</graphic></fig>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Here, we investigated to what extent the intrathecal synthesis of different immunoglobulin isotypes contributes to an intrathecal &#x3ba;-FLC synthesis. We made two main observations: in patients with a first demyelinating event suggestive of MS, i) intrathecal IgG synthesis was most frequently observed (OCB: 90%, elevated IgG IF: 60% compared to elevated IgA IF and IgM IF in 6% and 20%, respectively), ii) quantitatively, intrathecal IgG synthesis is the main contributor to an increase in &#x3ba;-FLC index, while the contribution of intrathecal IgM synthesis (by approximately 3.5-fold) is lower.</p>
<p>Plasma cells secrete intact immunoglobulins, along with excess light chains which circulate freely in body fluids including CSF (<xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>). The production of FLC is not isotype-specific, that is, it is not possible to determine whether a given kappa light chain derives from an IgG-, IgA-, or IgM-producing plasma cell (<xref ref-type="bibr" rid="B19">19</xref>). To understand the contribution of specific immunoglobulin isotypes to &#x3ba;-FLC index, it was necessary first to quantitatively assess the intrathecal production of individual immunoglobulin isotypes, and by calculating the IF of IgG, IgA and IgM (<xref ref-type="bibr" rid="B5">5</xref>) and correlating them with &#x3ba;-FLC index values, conclusions can be made about each isotype&#x2019;s relative contribution to &#x3ba;-FLC index.</p>
<p>It is well established that intrathecal IgG and IgM production plays a significant role in MS pathophysiology (<xref ref-type="bibr" rid="B20">20</xref>). The detection of clonal IgG expansion in CNS &#x2013; as measured qualitatively by OCB - has been a part of MS diagnostic criteria since 1983 (<xref ref-type="bibr" rid="B21">21</xref>). Given the high concordance and near-interchangeability of OCB detection and the &#x3ba;-FLC index in MS diagnostics (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B10">10</xref>), it is expected that intrathecal IgG synthesis is the predominant contributor to elevated &#x3ba;-FLC index values.</p>
<p>With regard to IgM, previous studies highlighted a role for intrathecal IgM synthesis in MS, as it was linked to unfavourable disease course (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>). In line with previous findings (<xref ref-type="bibr" rid="B25">25</xref>) we observed intrathecal IgM synthesis in 20% of patients, however, we also observed that IgM synthesis is quantitively less important. Given that the &#x3ba;-FLC index holds prognostic value for MS disease course, predicting time to relapse (<xref ref-type="bibr" rid="B11">11</xref>), new brain MRI activity (<xref ref-type="bibr" rid="B26">26</xref>) and cognitive deterioration (<xref ref-type="bibr" rid="B27">27</xref>), it seems that the amount of general immune activation is of importance rather than a specific Ig isotype.</p>
<p>Intrathecal IgA synthesis was only present in 6% of patients. Due to the small number of patients with an intrathecal IgA synthesis, we could not reliably assess the relative contribution to &#x3ba;-FLC index. It is known that an isolated intrathecal IgA synthesis can lead to increase in &#x3ba;-FLC index (<xref ref-type="bibr" rid="B11">11</xref>). In MS, however, it occurs infrequently, confirming previous findings (approximately 10%) (<xref ref-type="bibr" rid="B25">25</xref>) and its involvement in MS is controversial and poorly understood (<xref ref-type="bibr" rid="B28">28</xref>). Nevertheless, we observed qualitatively the same pattern as with IgM, i.e. in case of an additional intrathecal IgA synthesis, there was also a stronger intrathecal IgG synthesis, thus, probably explaining the higher &#x3ba;-FLC index. Again, we have to clearly state that role of IgA could not be confirmed in this study, as we did not have enough statistical power to reach statistical significance in the analyses.</p>
<p>There are some limitations of the study. First, it was a retrospective analysis with all its inherent restrictions. Second, the sample size is relatively small. Third, we included only patients with a CNS demyelinating event suggestive of MS. While this is a strength in terms of studying treatment-na&#xef;ve patients (e.g., as a potential confounding effect of immune treatment on &#x3ba;-FLC index levels (<xref ref-type="bibr" rid="B29">29</xref>) are eliminated), the contribution of different Ig isotypes to the &#x3ba;-FLC index might shift in later, more chronic stages of the disease. Furthermore, our findings cannot be generalized to other inflammatory neurological diseases. This is subject to further research.</p>
<p>In summary, our study demonstrates that intrathecal IgG synthesis is the main contributor to intrathecal &#x3ba;-FLC synthesis, i.e. increased &#x3ba;-FLC index values, in patients with MS. This further substantiates the high agreement between &#x3ba;-FLC index and OCB (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B31">31</xref>).</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p></sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Ethics committees of the Medical Universities of Innsbruck (approval number: 1050/2023 and 1244/2019) and Vienna (approval number: 1368/2023). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p></sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>MS: Writing &#x2013; original draft, Formal analysis, Project administration, Data curation, Conceptualization, Writing &#x2013; review &amp; editing, Investigation. KB: Project administration, Writing &#x2013; review &amp; editing, Formal analysis, Conceptualization, Writing &#x2013; original draft, Data curation. MA: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft. FP: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. FF: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. NK: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft. FD: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. GB: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. JW: Formal analysis, Writing &#x2013; review &amp; editing, Writing &#x2013; original draft. HH: Resources, Conceptualization, Methodology, Investigation, Validation, Visualization, Writing &#x2013; review &amp; editing, Supervision, Formal analysis, Writing &#x2013; original draft, Data curation, Project administration, Funding acquisition.</p></sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>MS has participated in meetings sponsored by or received travel grants from Novartis, Sanofi-Genzyme and Amgen. KB has participated in meetings sponsored by and received travel funding or speaker honoraria from Roche, Teva, Merck, Biogen, Sanofi and Novartis. He is associate editor of Frontiers in Immunology/Neurology, Section Multiple Sclerosis and Neuroimmunology and member of the editorial board of Neurology International. MA has received speaker honoraria and/or travel grants from Biogen, Merck, Novartis, and Sanofi Genzyme, Horizon Therapeutics/Amgen and Zentiva. FP has participated in meetings sponsored by, received honoraria lectures, advisory boards, consultations, or travel funding from Bayer, Biogen, Celgene BMS, Merck, Novartis, Sanofi-Genzyme, Teva, and Roche. Her institution has received research grants from Roche. FF Has received speaker honoraria and travel funding from Novartis. NK has participated in meetings sponsored by, received speaker honoraria or travel funding from Alexion, BMS/Celgene, Janssen-Cilag, Merck, Novartis, Roche and Sanofi-Genzyme and held a grant for a Multiple Sclerosis Clinical Training Fellowship Programme from the European Committee for Treatment and Research in Multiple Sclerosis ECTRIMS. FD has participated in meetings sponsored by or received honoraria for acting as an advisor/speaker for Alexion, Almirall, Biogen, Celgene, Merck, Novartis, Roche, and Sanofi-Genzyme. His institution received scientific grants from Biogen and Sanofi-Genzyme. GB has participated in meetings sponsored by, received speaker honoraria or travel funding from Biogen, BMS, Heidelberg Engineering, Janssen, Lilly, Medwhizz, Merck, Neuraxpharm, Novartis, Roche, Sanofi, Teva and Zeiss, and received honoraria for consulting Adivo Associates, Biogen, BMS, Janssen, Merck, Novartis, Roche, Sanofi and Teva. He has received unrestricted research grants from BMS, Merck and Novartis. He serves on the Executive Committee of the European Committee for Treatment and Research in Multiple Sclerosis ECTRIMS and the Board of Directors of the International Multiple Sclerosis VisualSystem Consortium IMSVISUAL. HH has participated in meetings sponsored by, received speaker honoraria or travel funding from Alexion, Amgen, Bayer, Biogen, Bristol Myers Squibb, Janssen, Merck, Novartis, Sanofi-Genzyme, Siemens, Teva, and received honoraria for acting as consultant for Biogen, Bristol Myers Squibb, Novartis, Roche, Sanofi-Genzyme, and Teva. His institution has received research grants from Alexion, Amgen, Novartis and Roche.</p>
<p>The remaining author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The authors KB, HH declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p></sec>
<sec id="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec id="s11" 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>
<sec id="s12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fimmu.2026.1747659/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2026.1747659/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf"/></sec>
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<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1275331">Massimo Pieri</ext-link>, University of Rome Tor Vergata, Italy</p></fn>
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