<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2025.1606115</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Sex-based immunological differences in multisystem inflammatory syndrome in children: potential role of T<sub>R3&#x2013;56</sub> cells for pathogenesis, diagnosis, and therapy</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Carriero</surname>
<given-names>Flavia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2656592/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Gelzo</surname>
<given-names>Monica</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1223239/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rubino</surname>
<given-names>Valentina</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Scalia</surname>
<given-names>Giulia</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Castaldo</surname>
<given-names>Alice</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tipo</surname>
<given-names>Vincenzo</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Giannattasio</surname>
<given-names>Antonietta</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2220177/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>D&#x2019;Anna</surname>
<given-names>Carolina</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Ruggiero</surname>
<given-names>Giuseppina</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/524865/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes" corresp="yes">
<name>
<surname>Castaldo</surname>
<given-names>Giuseppe</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/656585/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes" corresp="yes">
<name>
<surname>Terrazzano</surname>
<given-names>Giuseppe</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/489179/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Health Sciences, University of Basilicata</institution>, <addr-line>Potenza</addr-line>,&#xa0;<country>Italy</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Centro di Ingegneria Genetica e Biotecnologie Avanzate F. Salvatore (CEINGE) Advanced Biotechnology Franco Salvatore</institution>, <addr-line>Naples</addr-line>,&#xa0;<country>Italy</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II</institution>, <addr-line>Naples</addr-line>,&#xa0;<country>Italy</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Translational Medical Sciences, University of Naples Federico II</institution>, <addr-line>Naples</addr-line>,&#xa0;<country>Italy</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Azienda Ospedaliera di Rilievo Nazionale (AORN) Santobono-Pausilipon Hospital</institution>, <addr-line>Naples</addr-line>,&#xa0;<country>Italy</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Emanuele Bizzi, Vita-Salute San Raffaele University, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Angela Mauro, ASST Fatebenefratelli-Sacco, Italy</p>
<p>Oluwaseyi Oluwatola, University of South Florida, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Giuseppe Castaldo, <email xlink:href="mailto:giuseppe.castaldo@unina.it">giuseppe.castaldo@unina.it</email>; Giuseppe Terrazzano, <email xlink:href="mailto:giuseppe.terrazzano@unibas.it">giuseppe.terrazzano@unibas.it</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share first authorship</p>
</fn>
<fn fn-type="equal" id="fn004">
<p>&#x2021;These authors have contributed equally to this work and share last authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>06</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1606115</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>04</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>06</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Carriero, Gelzo, Rubino, Scalia, Castaldo, Tipo, Giannattasio, D&#x2019;Anna, Ruggiero, Castaldo and Terrazzano</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Carriero, Gelzo, Rubino, Scalia, Castaldo, Tipo, Giannattasio, D&#x2019;Anna, Ruggiero, Castaldo and Terrazzano</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Multisystem Inflammatory Syndrome in Children (MIS-C) is characterized by immune dysregulation, exhibiting clinical and immunological features reminiscent of autoimmune processes, although its underlying mechanisms remain incompletely understood. This study examines immune system alterations in MIS-C patients, focusing on T<sub>R3&#x2013;56</sub> lymphocytes, a novel population of regulatory T cells. Our findings reveal a positive correlation between circulating T<sub>R3&#x2013;56</sub> cells and regulatory T cells, suggesting a potential immunoregulatory role in MIS-C pathogenesis. Furthermore, we identified significant sex-based differences in immune responses. Male patients exhibit higher percentages of T<sub>R3&#x2013;56</sub> lymphocytes and increased expression of T cell activation markers, which correlate with greater disease severity. Conversely, female patients display immune profiles characterized by stronger immune T cell memory and regulatory responses, potentially helping to modulate inflammation. These findings highlight the relevance of considering sex-based differences in immune responses to MIS-C and suggest that T<sub>R3&#x2013;56</sub> lymphocytes may serve as novel biomarkers and potentially as therapeutic targets. Our study enhances the understanding of immune dysregulation in MIS-C and underscores the need for sex-specific therapeutic strategies to improve patient outcomes.</p>
</abstract>
<kwd-group>
<kwd>MIS-C</kwd>
<kwd>immune regulation</kwd>
<kwd>Treg</kwd>
<kwd>T<sub>R3-56</sub> cells</kwd>
<kwd>biomarkers</kwd>
<kwd>sex-based differences</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="48"/>
<page-count count="17"/>
<word-count count="8135"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Autoimmune and Autoinflammatory Disorders: Autoinflammatory Disorders</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Multisystem Inflammatory Syndrome in Children (MIS-C) is a rare, severe condition that predominantly affects children and adolescents (&lt;18 years), typically occurring 2 to 6 weeks after the acute infection of Severe Acute Respiratory Syndrome COronaVirus 2 (SARS-CoV-2) (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>Notably, the age group most frequently affected by this syndrome is children aged 5&#x2013;13 years, although some data show an even wider range (from 1.6 up to 20 years) (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>).</p>
<p>MIS-C clinically presents with a multi-system involvement, featuring persistent fever, gastrointestinal, mucocutaneous, cardiovascular (e.g., hypotension, shock), and neurological symptoms, along with potential mild respiratory involvement and a diffuse maculopapular rash (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>). Diagnosis is essentially based on clinical criteria, elevated inflammatory markers, multisystem involvement, and evidence of recent SARS-CoV-2 exposure (<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>Treatment aims to control inflammation, support organ function, and manage complications with immunomodulatory therapies (e.g., intravenous immunoglobulin, corticosteroids, biologics), anticoagulation for thrombotic risks, and supportive care (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>). The prognosis for children with MIS-C is generally favorable, with the majority achieving complete recovery following timely therapeutic intervention. Nevertheless, a subset of patients experiencing severe disease may develop long-term cardiac complications (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>). The overall mortality associated with MIS-C remains below 2% (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>The pathophysiology of MIS-C is incompletely understood, but it is believed to result from an exaggerated immune response to the SARS-CoV-2, characterized by a hyperinflammatory state and dysregulated immune response marked by elevated cytokines [such as Interleukin (IL)-6, IL-1&#x3b2;, Interferon (INF)-&#x3b3; and Tumor Necrosis Factor (TNF)-&#x3b1;], inflammatory markers (such as CRP and ferritin) alongside an overactivation of the innate and adaptive immune systems (<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>Studies have revealed significant activation of T cells, as well as the presence of autoantibodies, suggesting an autoimmune-like component (<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B13">13</xref>). The T cells that remained often exhibited signs of heightened activation, evidenced by increased expression of Human Leukocyte Antigen (HLA)-DR (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>).</p>
<p>In light of the evidence of immune hyperactivation in MIS-C, it is of particular interest to investigate potential alterations in immune regulation associated with the syndrome.</p>
<p>Immune regulation achieves a balanced response through a complex network of cells and molecules that distinguish self from non-self (<xref ref-type="bibr" rid="B18">18</xref>).</p>
<p>Crucial to immune regulation, FoxP3<sup>+</sup> regulatory T cells (Tregs) maintain immune homeostasis by controlling responses, preventing autoimmunity, and limiting overreactions to infections (<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>). Dysfunctional Tregs disrupt this balance, potentially causing autoimmune diseases through excessive immune activity or weakened immunity through over-suppression (<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>).</p>
<p>Within the framework of immune regulation, we previously identified a novel potential regulatory cell population, CD3<sup>+</sup> CD56<sup>+</sup> T cells (T<sub>R3-56</sub>) (<xref ref-type="bibr" rid="B28">28</xref>).</p>
<p>In type 1 diabetes (T1D), lower T<sub>R3&#x2013;56</sub> cell frequencies correlate with increased cytotoxic CD8<sup>+</sup> T lymphocyte (CTL) activation, worse disease progression, impaired &#x3b2;-cell function, and diabetic ketoacidosis (<xref ref-type="bibr" rid="B28">28</xref>). T<sub>R3&#x2013;56</sub> suppress CTL activity via reactive oxygen species reduction, but this mechanism is impaired in T1D, highlighting their role as key CTL regulators and potential T1D self-tolerance biomarkers (<xref ref-type="bibr" rid="B28">28</xref>). Similarly, T<sub>R3&#x2013;56</sub> cells negatively correlate with CTLs in myelodysplastic syndromes (MDS) (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>) and may contribute to immune escape in chronic lymphocytic leukemia (CLL) (<xref ref-type="bibr" rid="B31">31</xref>). In COVID-19, T<sub>R3&#x2013;56</sub> cells exhibit both regulatory and effector functions, modulating inflammation, potentially limiting tissue damage, and promoting immune balance (<xref ref-type="bibr" rid="B32">32</xref>).</p>
<p>An intriguing aspect of immune responses and immune regulation is the difference between male and female individuals (<xref ref-type="bibr" rid="B33">33</xref>). In this regard, sex-based variations in immune function are influenced by both sex hormones and the presence of two X chromosomes in females (<xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B36">36</xref>). Compared to males, females typically exhibit stronger innate and adaptive immune responses (<xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B36">36</xref>). Conversely, males tend to have higher infection-related mortality (<xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B36">36</xref>).</p>
<p>It is of some relevance that MIS-C exhibits gender-based differences, with male children showing a higher incidence and more severe outcomes than females (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B37">37</xref>). Males are at higher risk of developing MIS-C after SARS-CoV-2 infection and typically exhibit more severe symptoms, whereas females are less frequently affected and tend to present with milder clinical manifestations (<xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>). In the context of previous coronavirus epidemics, such as Severe Acute Respiratory Syndrome-Coronavirus (SARS-CoV) and Middle East Respiratory Syndrome-Coronavirus (MERS-CoV), studies have shown that sex differences affect disease severity and clinical outcomes (<xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>). The underlying mechanisms driving these gender differences are not fully understood but are thought to involve a combination of hormonal, immune, and genetic factors that differ between males and females (<xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>).</p>
<p>In this scenario, we previously identified that MIS-C patients exhibit elevated levels of key cytokines, including IFN-&#x3b3;, IL-6, IL-10, and TNF-&#x3b1; (<xref ref-type="bibr" rid="B12">12</xref>). Furthermore, dysregulation was observed in lymphocyte subpopulations, including NK cells, B cells, T cells, Th1, and Th17 cells, but no significant differences in Treg populations between MIS-C patients and healthy controls.</p>
<p>The objective of this current investigation was to elucidate the immunological mechanisms contributing to MIS-C, with a specific focus on immune cell dysregulation and the involvement of T<sub>R3&#x2013;56</sub> cells in its pathogenesis. A detailed analysis of the immunological characteristics of our previously characterized MIS-C patient cohort (<xref ref-type="bibr" rid="B12">12</xref>) was conducted. The primary aims were to assess the frequency of T<sub>R3&#x2013;56</sub> lymphocytes and their potential role in immune regulation in the context of MIS-C. Additionally, sex-based differences in immune profiles between male and female MIS-C patients were explored.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Study population</title>
<p>Between March 2021 and March 2022, we prospectively enrolled pediatric patients who fulfilled the diagnostic criteria for MIS-C at the time of hospital admission, as defined by the CDC, the World WHO, and other relevant references (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>). Disease severity was assessed based on the extent of multisystem involvement, the specific organs affected, and the requirement for advanced supportive therapies. Patients were classified as having severe MIS-C if they presented with critical manifestations such as cardiovascular shock, myocarditis, or the need for vasopressor and/or inotropic support. In contrast, moderate cases were defined by significant, yet non-life-threatening, multisystem involvement without evidence of hemodynamic instability or organ failure.</p>
<p>In accordance with established diagnostic criteria, evidence of recent SARS-CoV-2 infection or known exposure within four weeks prior to symptom onset was required, provided no alternative plausible diagnosis could explain the clinical presentation. Although RT-PCR testing of nasopharyngeal swabs was negative in all cases at the time of admission, variant-specific virological data were not available. Nonetheless, during the enrollment period, the B.1.617.2 (Delta) variant was the predominant SARS-CoV-2 strain circulating in Italy.</p>
<p>The study was approved by the Ethics Committee of the University of Naples Federico II, and all procedures adhered to the principles outlined in the Declaration of Helsinki. Written informed consent was obtained from each participant&#x2019;s parent or legal guardian. The only exclusion criterion was the inability to obtain informed consent, which did not apply to any participant (n = 0).</p>
<p>The current study included 39 MIS-C patients (14 females and 25 males) with a mean age of 8 years (range 1&#x2013;14 years) and an average T<sub>R3&#x2013;56</sub> percentage of 2.4% (range 0.1&#x2013;21).</p>
<p>The control group consisted of 13 pediatric healthy individuals (9 females and 4 males) with a mean age of 7 years (range 0&#x2013;13 years) and an average T<sub>R3&#x2013;56</sub> percentage of 2.0% (range 0.9&#x2013;5.6).</p>
<p>Patients were studied at time of enrolment, prior to any therapeutic intervention in MIS-C patients that could modify the immune response.</p>
<p>All the patients recruited in the study cohort and belonging to the control group were of European origin (<xref ref-type="bibr" rid="B12">12</xref>) and recruited at the same time period (between March 2021 and March 2022).</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Blood samples, immune phenotype and flow cytometry</title>
<p>Blood samples were obtained upon admission and collected in EDTA-containing tubes. Leukocyte counts were initially assessed using a hemocytometer and subsequently analyzed through multi-color flow cytometry with a FACS Canto II (Becton Dickinson).</p>
<p>Peripheral blood mononuclear cells (PBMC) were isolated by centrifugation of the peripheral blood on a Ficoll-Paque cushion (GE Healthcare, Uppsala, Sweden) gradient, as reported (<xref ref-type="bibr" rid="B42">42</xref>).</p>
<p>All phenotypes referred to flow cytometry analysis of the lymphocyte population gated by using Forward Scatter (FSC) and Side Scatter (SSC) parameters in PBMC (<xref ref-type="bibr" rid="B42">42</xref>).</p>
<p>Details regarding the lymphocyte subsets, their surface markers, the monoclonal antibodies (MoAB) and the fluorochromes used in the analysis have been previously documented (<xref ref-type="bibr" rid="B12">12</xref>) and reported in supplementary <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. T<sub>R3&#x2013;56</sub> lymphocytes have been identified by the co-staining with
anti-human CD3 and anti-human CD56 mAb, as described (<xref ref-type="bibr" rid="B28">28</xref>).
Gating strategy is reported in <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Correlation between T<sub>R3&#x2013;56</sub> or Treg cells and immune cells in male and female MIS-C patients.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="3" align="center">% T<sub>R3&#x2013;56</sub> cells</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Correlations in male</td>
<td valign="middle" align="center">Slope</td>
<td valign="middle" align="center">p Value</td>
</tr>
<tr>
<td valign="middle" align="left">% CD45 RA<sup>+</sup> na&#xef;ve T lymphocytes</td>
<td valign="middle" align="left">-0,5385</td>
<td valign="middle" align="left">0,0143</td>
</tr>
<tr>
<td valign="middle" align="left">% Activated Th1 lymphocytes</td>
<td valign="middle" align="left">0,5019</td>
<td valign="middle" align="left">0,0286</td>
</tr>
<tr>
<td valign="middle" align="left">Correlations in female</td>
<td valign="middle" align="center">Slope</td>
<td valign="middle" align="center">p Value</td>
</tr>
<tr>
<td valign="middle" align="left">% CD45 RA<sup>+</sup> na&#xef;ve T lymphocytes</td>
<td valign="middle" align="left">-0,7178</td>
<td valign="middle" align="left">0,0107</td>
</tr>
<tr>
<td valign="middle" align="left">% CD45 RO<sup>+</sup> memory T lymphocytes</td>
<td valign="middle" align="left">0,7289</td>
<td valign="middle" align="left">0,0091</td>
</tr>
</tbody>
</table>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="3" align="center">% Treg cells</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Correlations in male</td>
<td valign="middle" align="center">Slope</td>
<td valign="middle" align="center">p Value</td>
</tr>
<tr>
<td valign="middle" align="left">% Activated Th1 lymphocytes</td>
<td valign="middle" align="left">0,4956</td>
<td valign="middle" align="left">0,0309</td>
</tr>
<tr>
<td valign="middle" align="left">Correlations in female</td>
<td valign="middle" align="center">Slope</td>
<td valign="middle" align="center">p Value</td>
</tr>
<tr>
<td valign="middle" align="left">% Th1 lymphocytes</td>
<td valign="middle" align="left">-0,7801</td>
<td valign="middle" align="left">0,0040</td>
</tr>
<tr>
<td valign="middle" align="left">CD4/CD8 T cells ratio</td>
<td valign="middle" align="left">0,6415</td>
<td valign="middle" align="left">0,0276</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Spearman&#x2019;s rank correlation is reported as Slope and p value, as indicated.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>For serum cytokine, quantification, blood samples were drawn into tubes without anticoagulant, and the concentrations of IFN-&#x3b1;, IFN-&#x3b2;, IFN-&#x3b3;, interleukin (IL)-6, IL-10, IL-17A, IL-12p70, and tumor necrosis factor (TNF)-&#x3b1; were measured using automated microfluidic immunoassay cartridges on the <italic>ProteinSimple</italic> Ella system (Bio-Techne), following the manufacturer&#x2019;s guidelines.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Statistical analysis</title>
<p>Statistical analyses were performed using the <italic>Mann-Whitney test</italic> to compare differences between two independent groups, given the non-parametric nature of the data. Correlations between variables were assessed using <italic>Spearman&#x2019;s rank correlation</italic> coefficient, which evaluates monotonic relationships without assuming a normal distribution. All statistical tests were two-tailed, and significance was set at p &lt; 0.05. Analyses were conducted using Prism 9 GraphPad Inc. (San Diego, CA, USA).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Comparison of T<sub>R3&#x2013;56</sub> cell level between MISC patients and control group of healthy subjects</title>
<p>We compared T<sub>R3&#x2013;56</sub> cell levels between MIS-C patients and healthy controls. Statistical evaluation revealed no significant differences in the percentages of T<sub>R3&#x2013;56</sub> lymphocytes (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). Similarly, in line with our previous study (<xref ref-type="bibr" rid="B12">12</xref>), no differences were observed in the percentage of Tregs between MIS-C patients and healthy controls (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). No significant differences were observed in the absolute counts of key effector cell populations - including T cells, B cells, and NK cells - between MIS-C patients and healthy controls (data not shown).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Comparison of T<sub>R3&#x2013;56</sub> cell level between MISC patients and control group of healthy subjects. Analysis of T<sub>R3&#x2013;56</sub> lymphocytes <bold>(A)</bold> and of Tregs <bold>(B)</bold> in MIS-C patient (black bars) and healthy controls (dashed bars). Cell percentages are reported in y axis. <bold>(C)</bold> Correlation between T<sub>R3&#x2013;56</sub> and Tregs in MIS-C patients. NS means not statistically significant. Spearman&#x2019;s rank correlation is reported as Slope and <italic>p</italic> value.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1606115-g001.tif">
<alt-text content-type="machine-generated">Bar graphs A and B compare MIS-C patients and healthy controls in percentages of TR\(_{3-56}\) and Treg cells, showing no significant difference. Scatter plot C correlates % TR\(_{3-56}\) cells to % Treg cells, displaying a positive slope of 0.4395 with a p-value of 0.0118.</alt-text>
</graphic>
</fig>
<p>These results indicate that major quantitative alterations in T<sub>R3-56</sub>, Treg and other immune effector cell populations may not be a distinctive feature of MIS-C subjects. However, a trend towards higher percentages of both cell types was observed in the MIS-C group compared to the healthy individuals. Although this trend did not reach statistical significance, it could suggest a potential attempt to negatively modulate immune response in MIS-C.</p>
<p>However, significant alterations were identified in the correlation patterns among these immunocompetent cell populations. These disrupted associations point to potential dysregulation of immune network dynamics in MIS-C, occurring independently of changes in absolute cell counts.</p>
<p>In this regard, we observed a positive correlation between T<sub>R3&#x2013;56</sub> and Tregs in MIS-C patients (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>), absent in controls (data not shown). This evidence suggests a potential immunoregulatory role for T<sub>R3&#x2013;56</sub> in this disease context and may reflect either a compensatory regulatory mechanism or a feature of immune dysregulation characteristic of MIS-C.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Correlation between T<sub>R3&#x2013;56</sub> and immune profile in MISC patients and control group</title>
<p>We aimed to evaluate if the T<sub>R3&#x2013;56</sub> cells within MIS-C patients correlate with immunological markers of immune dysregulation, by conducting a correlation study between T<sub>R3&#x2013;56</sub> cells and relevant immune cell populations.</p>
<p>In this regard, T<sub>R3&#x2013;56</sub> lymphocyte percentages exhibited significant negative correlations with both CD19<sup>+</sup> B cells (<xref ref-type="bibr" rid="B43">43</xref>) and CD45RA<sup>+</sup> na&#xef;ve T cells (<xref ref-type="bibr" rid="B44">44</xref>) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). CD45RA<sup>+</sup> na&#xef;ve T cells are described to be essential for immune responses against novel pathogens and to exhibit high proliferative potential upon antigen stimulation, undergoing activation and differentiation into effector and memory T cells (<xref ref-type="bibr" rid="B44">44</xref>).</p>
<p>The observed inverse relationships between T<sub>R3&#x2013;56</sub> and the above-described cell populations may indicate a potential role for T<sub>R3&#x2013;56</sub> cells in modulating early-stage immune activation and na&#xef;ve lymphocyte homeostasis in MIS-C.</p>
<p>Conversely, T<sub>R3&#x2013;56</sub> levels showed positive correlations with CD45RO<sup>+</sup> memory T cells (<xref ref-type="bibr" rid="B44">44</xref>), suggesting an association with antigen-primed T cell populations (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<p>Indeed, memory T cells arise following antigen exposure and differentiation from na&#xef;ve T cells and contribute to long-term immunity (<xref ref-type="bibr" rid="B44">44</xref>).</p>
<p>Furthermore, T<sub>R3&#x2013;56</sub> percentages were positively correlated with activated Th1 cells (<xref ref-type="bibr" rid="B45">45</xref>), implying a potential involvement in immune regulation of pro-inflammatory responses (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<p>Finally, it is interesting to note that Tregs correlate with Th17 cells (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The latter cells play a dual role in immunity: they are essential for host defines, but their dysregulation contributes to autoimmune and inflammatory pathologies (<xref ref-type="bibr" rid="B45">45</xref>).</p>
<p>Notably, all these correlation patterns were absent in the control group (data not shown), underscoring a potential disease-specific immune signature in MIS-C patients.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Sex stratification in immune profile of MIS-C patients and correlations between T<sub>R3&#x2013;56</sub> cells and other immune cells</title>
<p>Consistent with previous studies reporting a higher prevalence of males in MIS-C cases (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B37">37</xref>), our cohort also exhibits a male predominance, with 25 males and 14 females.</p>
<p>Regarding disease severity, 14 of the 25 males present the disease with severe (6 individuals) or moderate (8 individuals) clinical manifestations, while 8 of the 14 females exhibit severe (3 individuals) or&#xa0;moderate (5 individuals) conditions.</p>
<p>To identify potential sex-based differences in MIS-C, we compared patterns of immune activation and regulation between male and female patients within our MIS-C cohort.</p>
<p>While our previous study (<xref ref-type="bibr" rid="B12">12</xref>) showed higher percentages of Natural Killer (NK) (<xref ref-type="bibr" rid="B46">46</xref>), B cells, T, and Th17 lymphocytes (<xref ref-type="bibr" rid="B45">45</xref>) in MIS-C patients relative to healthy controls, our current analysis revealed no significant sex-based differences in these cell populations within our MIS-C cohort (<xref ref-type="supplementary-material" rid="SF2">
<bold>Supplementary Figures&#xa0;2A&#x2013;F</bold>
</xref>).</p>
<p>Notably, male MIS-C patients exhibit significantly higher percentages of T<sub>R3&#x2013;56</sub> cells compared to females (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). While no significant sex-related differences are observed in Treg levels, there is a tendency toward higher Treg presence in males (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Sex-based differences in MIS-C patients. Analysis of T<sub>R3-56</sub> <bold>(A)</bold> and Treg <bold>(B)</bold> cells in male (gray bars) and female (white bars) MIS-C patients. Cell percentages are reported in y axis. Correlations between T<sub>R3&#x2013;56</sub> and Treg cells in male &#x2642; <bold>(C)</bold> and female &#x2640; <bold>(D)</bold> MIS-C patients. Spearman&#x2019;s rank correlation is reported as Slope and <italic>p</italic> value.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1606115-g002.tif">
<alt-text content-type="machine-generated">Bar and scatter plots compare immune cell percentages between male and female MIS-C patients. Panel A shows higher % TR3-56 cells in males with significant p-value 0.0272. Panel B shows no significant difference in % Treg cells. Panel C&#x2019;s scatter plot displays a positive correlation between % TR3-56 cells and % Treg cells in males with slope 0.4512 and p-value 0.0269. Panel D shows no significant correlation in females, with a slope of 0.000 and non-significant p-value.</alt-text>
</graphic>
</fig>
<p>In addition, it is relevant that a positive correlation between Tregs and T<sub>R3&#x2013;56</sub> is observed in males but not in females (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C, D</bold>
</xref>, respectively).</p>
<p>These findings highlight a potential sex-based difference in the immune response of MIS-C, suggesting a more prominent role for T<sub>R3&#x2013;56</sub> cells in males and a potential sex-specific regulatory mechanism.</p>
<p>However, it is noteworthy that male MIS-C patients exhibited significantly higher percentages of HLA-DR<sup>+</sup> activated T (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B47">47</xref>), and CD45RO<sup>+</sup> memory T cells (<xref ref-type="bibr" rid="B44">44</xref>) (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A, C</bold>
</xref>, respectively). We observed a higher percentage of CD45RA<sup>+</sup> na&#xef;ve T cells in female MIS-C patients (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Other sex-based differences in MIS-C patients. Analysis of HLA-DR+ activated T <bold>(A)</bold>, CD45RA<sup>+</sup> na&#xef;ve T <bold>(B)</bold>, and CD45RO<sup>+</sup> memory T <bold>(C)</bold> lymphocytes in male (gray bars) and female (white bars) MIS-C patients. Cell percentages are reported in y axis<italic>. p</italic> value is reported at the top of the bars. NS means not statistically significant.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1606115-g003.tif">
<alt-text content-type="machine-generated">Bar graphs compare T lymphocyte markers in male and female MIS-C patients. Graph A shows higher HLA-DR+ activated T lymphocytes in males (p = 0.0267). Graph B shows a slight increase in CD45RA+ naive T lymphocytes in females (p = 0.0021). Graph C shows higher CD45RO+ memory T lymphocytes in males (p = 0.0043).</alt-text>
</graphic>
</fig>
<p>These results suggest a potentially heightened immune response in male MIS-C patients. Indeed, the increased presence of activated T cells and memory T cells could be indicative of a more pronounced inflammatory or adaptive immune response.</p>
<p>We previously observed a higher production of several cytokines in MIS-C patients if compared with healthy subjects (<xref ref-type="bibr" rid="B12">12</xref>). Analysis of the same cytokine production in sex-stratified MIS-C patients reveal that males produce significantly higher levels of TNF-&#x3b1; (<xref ref-type="bibr" rid="B48">48</xref>) compared to their female counterparts (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Cytokine productions in male and female MIS-C patients. Analysis of INF-&#x3b3; <bold>(A)</bold>, TNF-&#x3b1; <bold>(B)</bold>, IL-6 <bold>(C)</bold>, IL-10 <bold>(D)</bold> and IL-17 <bold>(E)</bold> production in male (gray bars) and female (white bars) MIS-C patients. Cytokine amount values are reported in y axis. <italic>p</italic> value is reported at the top of the bars. NS means not statistically significant.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1606115-g004.tif">
<alt-text content-type="machine-generated">Bar graphs labeled A to E compare cytokine levels between male and female MIS-C patients: A shows IFN-&#x3b3; with no significant difference; B shows TNF-&#x3b1; significantly higher in males (p = 0.0100); C shows IL-6 with no significant difference; D shows IL-10 with no significant difference; E shows IL-17 with no significant difference. Bars are in gray for males and white for females.</alt-text>
</graphic>
</fig>
<p>Additionally, although not statistically significant, there is a noticeable trend toward higher production of other pro-inflammatory cytokines, such as IFN-&#x3b3; and IL-6 (<xref ref-type="bibr" rid="B48">48</xref>) in males (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A, C</bold>
</xref>, respectively).</p>
<p>These elevated cytokine levels may play a crucial role in driving the inflammatory processes that characterize the MIS-C disease (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B37">37</xref>).</p>
<p>These findings suggest that male patients may experience a stronger pro-inflammatory immune response, which could contribute to the observed sex-based differences in immune activation and disease severity in MIS-C (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B37">37</xref>).</p>
<p>The analysis of correlations between T<sub>R3&#x2013;56</sub> cells and other immune cell populations in male and female MIS-C patients revealed that T<sub>R3&#x2013;56</sub> percentages negatively correlated with the percentage of CD45RA<sup>+</sup> na&#xef;ve T cells in males (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Correlation between T<sub>R3&#x2013;56</sub> or Treg cells and immune cells in male and female MIS-C patients.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="3" align="center">% T<sub>R3&#x2013;56</sub> cells</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<italic>Correlations in male</italic>
</td>
<td valign="middle" align="center">Slope</td>
<td valign="middle" align="center">
<italic>p</italic> Value</td>
</tr>
<tr>
<td valign="middle" align="left">% CD45 RA<sup>+</sup> na&#xef;ve T lymphocytes</td>
<td valign="middle" align="left">-0,5385</td>
<td valign="middle" align="left">0,0143</td>
</tr>
<tr>
<td valign="middle" align="left">% Activated Th1 lymphocytes</td>
<td valign="middle" align="left">0,5019</td>
<td valign="middle" align="left">0,0286</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Correlations in female</italic>
</td>
<td valign="middle" align="center">Slope</td>
<td valign="middle" align="center">
<italic>p</italic> Value</td>
</tr>
<tr>
<td valign="middle" align="left">% CD45 RA<sup>+</sup> na&#xef;ve T lymphocytes</td>
<td valign="middle" align="left">-0,7178</td>
<td valign="middle" align="left">0,0107</td>
</tr>
<tr>
<td valign="middle" align="left">% CD45 RO<sup>+</sup> memory T lymphocytes</td>
<td valign="middle" align="left">0,7289</td>
<td valign="middle" align="left">0,0091</td>
</tr>
</tbody>
</table>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="3" align="center">% Treg cells</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<italic>Correlations in male</italic>
</td>
<td valign="middle" align="center">Slope</td>
<td valign="middle" align="center">
<italic>p</italic> Value</td>
</tr>
<tr>
<td valign="middle" align="left">% Activated Th1 lymphocytes</td>
<td valign="middle" align="left">0,4956</td>
<td valign="middle" align="left">0,0309</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Correlations in female</italic>
</td>
<td valign="middle" align="center">Slope</td>
<td valign="middle" align="center">
<italic>p</italic> Value</td>
</tr>
<tr>
<td valign="middle" align="left">% Th1 lymphocytes</td>
<td valign="middle" align="left">-0,7801</td>
<td valign="middle" align="left">0,0040</td>
</tr>
<tr>
<td valign="middle" align="left">CD4/CD8 T cells ratio</td>
<td valign="middle" align="left">0,6415</td>
<td valign="middle" align="left">0,0276</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Spearman&#x2019;s rank correlation is reported as <italic>Slope</italic> and <italic>p value</italic>, as indicated.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Positive correlations with T<sub>R3&#x2013;56</sub> cells were observed for the percentage of activated Th1 cells in male MIS-C patients (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<p>In females, the percentage of T<sub>R3&#x2013;56</sub> cells negatively correlated with levels of CD45RA<sup>+</sup> na&#xef;ve T cells, while positively correlating with CD45RO<sup>+</sup> memory T cells (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<p>These findings suggest a sex-specific role of T<sub>R3&#x2013;56</sub> cells in MIS-C. In males, T<sub>R3&#x2013;56</sub> negative correlation with CD45RA<sup>+</sup> na&#xef;ve T cells and positive association with activated Th1 cells indicate a role in immune Th1-driven responses. In females, the similar negative correlation between T<sub>R3&#x2013;56</sub> and CD45RA<sup>+</sup> na&#xef;ve T cells, along with their positive correlation with CD45RO<sup>+</sup> memory T cells, may suggest a shift to immune memory.</p>
<p>These differences may reflect sex-related variations in immune adaptation and disease progression in MIS-C.</p>
<p>Treg cell percentages were positively associated with activated Th1 cells in male (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<p>Finally, Tregs negatively correlated with Th1 cells and positively with CD4/CD8 ratio in female MIS-C patients (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<p>These results suggest that the correlations between these two T regulatory populations and other immune cell populations differ between males and females, and may reflect sex-based differences in immune responses in MIS-C patients.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Stratification of MIS-C patients into two age groups (younger vs older children) and Sex differences within age groups in immune profile</title>
<p>Male and female MIS-C patients were categorized into two age groups: Group 1, comprising 26 children aged &#x2264;9 years (18 males, 8 females), and Group 2, consisting of 13 children aged &gt;9 years (7 males, 6 females). The selection of the cut-off of 9 years could constitute a limitation of the current study (see Study limitation paragraph).</p>
<p>In Group 1, 14 out of 26 children (53.8%) exhibited moderate to severe clinical conditions, with a higher prevalence in males (N=9) compared to females (N=5). Similarly, in Group 2, 8 out of 13 children (61.5%) experienced moderate to severe symptoms, with males (5 cases) again outnumbering females (N=3).</p>
<p>Although not statistically relevant due to the small sample size, an interesting trend emerges: among Group 1 patients with greater disease severity, males exhibited a higher mean percentage of T<sub>R3&#x2013;56</sub> cells (3.6 &#xb1; 2.2, mean &#xb1; SE) compared to females (0.8 &#xb1; 0.2). A similar pattern was observed in subjects with greater disease severity from Group 2, where males showed a higher mean percentage of T<sub>R3&#x2013;56</sub> cells (2.6 &#xb1; 0.7) than females (1.0 &#xb1; 0.3).</p>
<p>Furthermore, across both age groups, males appear to be at higher risk and tend to develop more severe clinical manifestations. This male predominance in MIS-C severity may be linked to biological factors such as hormonal differences, immune response variability, or genetic predispositions, which warrant further investigation.</p>
<p>Overall, our data suggest that age and sex are influential factors in MIS-C severity, with younger children and males being more susceptible to severe disease courses. These observations could have implications for risk stratification, clinical management, and therapeutic interventions in pediatric patients with MIS-C.</p>
<p>Statistically significant differences between groups were found in CD8<sup>+</sup> T and CD45RA<sup>+</sup> na&#xef;ve T cells (<xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Figure&#xa0;3D</bold>
</xref> and <xref ref-type="supplementary-material" rid="SF2">
<bold>2L</bold>
</xref>, respectively), with both cell types being higher in Group 1 compared to Group 2. No differences in NK, B, T, CD4<sup>+</sup> T lymphocytes, Th17 lymphocytes, Treg cells, T<sub>R3&#x2013;56</sub> cells, HLA-DR<sup>+</sup> activated T, and CD45RO<sup>+</sup> memory T cell percentages were observed between Group 1 and Group 2 (<xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Figure&#xa0;3</bold>
</xref>, other panels).</p>
<p>In Group 1, the elevated CD8+ T effector cell percentage may suggest a robust immune response in younger MIS-C patients, possibly involving T cell-mediated cytotoxicity to eliminate infected cells. While this adaptive response may serve to clear the pathogen and limit inflammation, it could also contribute to tissue damage characteristic of MIS-C. The increased presence of CD45RA<sup>+</sup> na&#xef;ve T cells may reflect their recruitment and activation in response to SARS-CoV-2 or associated inflammatory processes.</p>
<p>No differences in IFN-&#x3b3;, TNF-&#x3b1;, IL-6, IL-10 and IL-17 production were observed between the two groups (data not shown).</p>
<p>To highlight sex-related differences in age-stratified groups, we assessed male and female MIS-C patients in Groups 1 and 2, aiming to identify variations across both younger and older children.</p>
<p>In Group 1, males exhibited a higher percentage of T<sub>R3-56</sub>, T, CD8<sup>+</sup> T, HLA-DR<sup>+</sup> activated T and CD45RO<sup>+</sup> memory T lymphocytes (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5A, E, F, I, M</bold>
</xref>, respectively), and a lower percentage of B and CD45RA<sup>+</sup> na&#xef;ve T lymphocytes (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5D, L</bold>
</xref>, respectively) compared to females.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Differences between males and females in immune cells from Groups 1 patients. Analysis of T<sub>R3-56</sub> <bold>(A)</bold>, Treg <bold>(B)</bold>, NK <bold>(C)</bold>, B <bold>(D)</bold>, T <bold>(E)</bold>, CD8+ T <bold>(F)</bold>, CD4<sup>+</sup> T <bold>(G)</bold>, Th17 <bold>(H)</bold>, HLA-DR<sup>+</sup> activated T <bold>(I)</bold>, CD45RA<sup>+</sup> na&#xef;ve T <bold>(L)</bold>, and CD45RO<sup>+</sup> memory T <bold>(M)</bold> lymphocytes in male (gray bars) and female (white bars) of Group 1 patients. Cell percentages are reported in y axis <italic>p</italic> value is reported at the top of the bars. NS means not statistically significant.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1606115-g005.tif">
<alt-text content-type="machine-generated">Bar charts depict various lymphocyte subtype percentages in male and female MIS-C patients. Significant differences indicated by p-values are shown in panels A, D, E, F, I, L, and M, while other panels show no significant differences.</alt-text>
</graphic>
</fig>
<p>Group 1 showed no significant sex-based variation in the percentages of Treg, NK, CD4<sup>+</sup> T lymphocytes, and Th17 lymphocytes (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5B, C, G, H</bold>
</xref>, respectively).</p>
<p>Intriguingly, males express a higher TNF-&#x3b1; production than females in Group 1 (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>), while other cytokines did not differ between males and females (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6A, C&#x2013;E</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Differences between males and females from Group 1 patients in cytokine production. Analysis of INF-&#x3b3; <bold>(A)</bold>, TNF-&#x3b1; <bold>(B)</bold>, IL-6 <bold>(C)</bold>, IL-10 <bold>(D)</bold> and IL-17 <bold>(E)</bold> production in male (gray bars) and female (white bars) from Group 1 patients. Cytokine amount values are reported in y axis. <italic>p</italic> value is reported at the top of the bars. NS means not statistically significant.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1606115-g006.tif">
<alt-text content-type="machine-generated">Bar graphs labeled A to E compare cytokine levels in male and female MIS-C patients. A: IFN-&#x3b3; levels are similar. B: TNF-&#x3b1; shows a significant difference (p=0.0062) favoring males. C: IL-6 levels are similar. D and E: IL-10 and IL-17 levels show no significant differences, with IL-17 higher in females. &#x201c;NS&#x201d; indicates no significant difference where applicable.</alt-text>
</graphic>
</fig>
<p>Increased TNF-&#x3b1; level may contribute to increased systemic inflammation, tissue damage, and multisystem involvement. It could also be linked to more aggressive immune activation and the risk of a cytokine storm, a key feature of severe MIS-C cases (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B37">37</xref>).</p>
<p>In Group 2, males exhibited a higher percentage of Treg, HLA-DR<sup>+</sup> activated T, and CD45RO<sup>+</sup> memory T lymphocytes (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7B, I, M</bold>
</xref>, respectively), and a lower percentage of CD45RA<sup>+</sup> na&#xef;ve T lymphocytes compared to females (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7L</bold>
</xref>).</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Differences between males and females in immune cells from Groups 2 patients. Analysis of T<sub>R3-56</sub> <bold>(A)</bold>, Treg <bold>(B)</bold>, NK <bold>(C)</bold>, B <bold>(D)</bold>, T <bold>(E)</bold>, CD8<sup>+</sup> T <bold>(F)</bold>, CD4<sup>+</sup> T <bold>(G)</bold>, Th17 <bold>(H)</bold>, HLA-DR<sup>+</sup> activated T <bold>(I)</bold>, CD45RA<sup>+</sup> na&#xef;ve T <bold>(L)</bold>, and CD45RO<sup>+</sup> memory T <bold>(M)</bold> lymphocytes in male (gray bars) and female (white bars) of Group 2 patients. Cell percentages are reported in y axis<italic>. p</italic> value is reported at the top of the bars. NS means not statistically significant.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1606115-g007.tif">
<alt-text content-type="machine-generated">Bar graphs compare lymphocyte populations between male and female MIS-C patients. Panels A to H show percentages of T reg cells, NK lymphocytes, B lymphocytes, T lymphocytes, CD8&#x207a; T lymphocytes, CD4&#x207a; T lymphocytes, Th17 lymphocytes, and HLA-DR&#x207a; activated T cells, respectively. Statistically significant differences are noted only in panels B, I, L, and M, with specific p-values indicated. Differences in other panels are not significant. Each graph displays data with error bars representing variability.</alt-text>
</graphic>
</fig>
<p>No significant differences between males and females in Group 2 were found for T<sub>R3-56</sub>, NK, B, T, CD8<sup>+</sup> T, CD4<sup>+</sup> T, and Th17 cells (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7A, C&#x2013;H</bold>
</xref>, respectively).</p>
<p>Similar to Group 1, male patients in Group 2 exhibited higher TNF-&#x3b1; production (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8B</bold>
</xref>). They also showed elevated IL-10 levels compared to female patients (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8D</bold>
</xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Differences between males and females from Group 2 patients in cytokine production. Analysis of INF-&#x3b3; <bold>(A)</bold>, TNF-&#x3b1; <bold>(B)</bold>, IL-6 <bold>(C)</bold>, IL-10 <bold>(D)</bold> and IL-17 <bold>(E)</bold> production in male (gray bars) and female (white bars) from Group 2 patients. Cytokine amount values are reported in y axis. <italic>p</italic> value is reported at the top of the bars. NS means not statistically significant.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1606115-g008.tif">
<alt-text content-type="machine-generated">Bar graphs compare cytokine levels in male and female MIS-C patients. Panels A to E show cytokines: IFN-&#x3b3;, TNF-&#x3b1;, IL-6, IL-10, and IL-17, respectively. Significant differences with p-values are indicated for TNF-&#x3b1; (0.0129) and IL-10 (0.0375), while others are not significant (NS). Male patients show higher cytokine levels than females across all panels.</alt-text>
</graphic>
</fig>
<p>No significant differences between sexes were observed for IFN-&#x3b3;, IL-6, and IL-17 (<xref ref-type="fig" rid="f8">
<bold>Figures 8A, C, E</bold>
</xref>, respectively).</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Correlations between T<sub>R3&#x2013;56</sub> cells with cytokines and adaptive effector cells in males and females from groups 1 and 2</title>
<p>We assessed whether differences existed in the correlations between T<sub>R3&#x2013;56</sub> cells with cytokines and with the main effector cells of the adaptive immune response in male and female from Groups 1 and 2.</p>
<p>In this regard, the observation in males from Group 1 revealed that T<sub>R3&#x2013;56</sub> cells positively correlate with CD8<sup>+</sup> T, CD45RO<sup>+</sup> memory T, activated Th1 lymphocytes, and Treg cells (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Additionally, T<sub>R3&#x2013;56</sub> cells negatively correlate with CD4<sup>+</sup> T cells, CD4/CD8 T cell ratio, B cells, CD45RA<sup>+</sup> naive T lymphocytes in males from Group 1 (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Correlation between T<sub>R3&#x2013;56</sub> and cytokines or immune cells in males and females from Group 1 and Group 2 patients.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="9" align="center">% T<sub>R3&#x2013;56</sub> cells</th>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="middle" colspan="4" align="center">
<italic>Correlations in male</italic>
</th>
<th valign="middle" colspan="4" align="center">
<italic>Correlations in female</italic>
</th>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="middle" colspan="2" align="center">Group 1</th>
<th valign="middle" colspan="2" align="center">Group 2</th>
<th valign="middle" colspan="2" align="center">Group 1</th>
<th valign="middle" colspan="2" align="center">Group 2</th>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="middle" align="center">Slope</th>
<th valign="middle" align="center">
<italic>p</italic>-value</th>
<th valign="middle" align="center">Slope</th>
<th valign="middle" align="center">
<italic>p</italic>-value</th>
<th valign="middle" align="center">Slope</th>
<th valign="middle" align="center">
<italic>p</italic>-value</th>
<th valign="middle" align="center">Slope</th>
<th valign="middle" align="left">
<italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">IFN-&#x3b3;</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left">+0,8721</td>
<td valign="middle" align="left">0,0024</td>
<td valign="middle" align="left">+0,5181</td>
<td valign="middle" align="left">0,0430</td>
<td valign="top" align="left"/>
<td valign="middle" align="left">NS</td>
</tr>
<tr>
<td valign="middle" align="left">TNF-&#x3b1;</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left">+0,9747</td>
<td valign="middle" align="left">0,0001</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left">-1,000</td>
<td valign="middle" align="left">0,0008</td>
</tr>
<tr>
<td valign="middle" align="left">IL-6</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left">-0,8000</td>
<td valign="middle" align="left">0,0381</td>
</tr>
<tr>
<td valign="middle" align="left">IL-10</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left">-1,000</td>
<td valign="middle" align="left">0,0008</td>
</tr>
<tr>
<td valign="middle" align="left">IL-17</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left">-0,8000</td>
<td valign="middle" align="left">0,0381</td>
</tr>
<tr>
<td valign="middle" align="left">% CD4<sup>+</sup> T</td>
<td valign="middle" align="left">-0,4272</td>
<td valign="middle" align="left">0,0147</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
</tr>
<tr>
<td valign="middle" align="left">% CD8<sup>+</sup> T</td>
<td valign="middle" align="left">+0,3750</td>
<td valign="middle" align="left">0,0344</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left">+0,8000</td>
<td valign="middle" align="left">0,0381</td>
</tr>
<tr>
<td valign="middle" align="left">CD4/CD8 T ratio</td>
<td valign="middle" align="left">-0,3658</td>
<td valign="middle" align="left">0,0395</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left">-1,000</td>
<td valign="middle" align="left">0,0008</td>
</tr>
<tr>
<td valign="middle" align="left">% B</td>
<td valign="middle" align="left">-0,4491</td>
<td valign="middle" align="left">0,0099</td>
<td valign="middle" align="left">-0,7105</td>
<td valign="middle" align="left">0,0290</td>
<td valign="middle" align="left">-0,6606</td>
<td valign="middle" align="left">0,0069</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
</tr>
<tr>
<td valign="middle" align="left">% CD45RA<sup>+</sup> na&#xef;ve T</td>
<td valign="middle" align="left">-0,4879</td>
<td valign="middle" align="left">0,0062</td>
<td valign="middle" align="left">-0,6669</td>
<td valign="middle" align="left">0,0457</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left">-0,8000</td>
<td valign="middle" align="left">0,0381</td>
</tr>
<tr>
<td valign="middle" align="left">% CD45RO<sup>+</sup> memory</td>
<td valign="middle" align="left">+0,4287</td>
<td valign="middle" align="left">0,0181</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left">+0,5273</td>
<td valign="middle" align="left">0,0385</td>
<td valign="middle" align="left">+0,8000</td>
<td valign="middle" align="left">0,0381</td>
</tr>
<tr>
<td valign="middle" align="left">% Th1</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left">+0,8208</td>
<td valign="middle" align="left">0,0072</td>
<td valign="middle" align="left">-0,5803</td>
<td valign="middle" align="left">0,0210</td>
<td valign="middle" align="left">+1,000</td>
<td valign="middle" align="left">0,0008</td>
</tr>
<tr>
<td valign="middle" align="left">% Th17</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left">+0,6667</td>
<td valign="middle" align="left">0,0062</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
</tr>
<tr>
<td valign="middle" align="left">% Activated Th1</td>
<td valign="middle" align="left">+0,4777</td>
<td valign="middle" align="left">0,0102</td>
<td valign="middle" align="left">+0,6882</td>
<td valign="middle" align="left">0,0102</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
</tr>
<tr>
<td valign="middle" align="left">% Activated Th17</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left">-0,6669</td>
<td valign="middle" align="left">0,0457</td>
<td valign="top" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
</tr>
<tr>
<td valign="middle" align="left">% Tregs</td>
<td valign="middle" align="left">+0,4919</td>
<td valign="middle" align="left">0,0058</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="top" align="left"/>
<td valign="middle" align="left">NS</td>
<td valign="middle" align="left">-1,000</td>
<td valign="middle" align="left">0,0008</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Spearman&#x2019;s rank correlation is reported as <italic>Slope</italic> and <italic>p value</italic>, as indicated.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>These results suggest that in males from Group 1, T<sub>R3&#x2013;56</sub> cells are potentially associated with a more activated and sustained memory T cell response, as well as with cell regulatory immune profile.</p>
<p>T<sub>R3&#x2013;56</sub> cells positively correlate with IFN-&#x3b3;, TNF-&#x3b1;, Th1 and activated Th1 lymphocytes (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>) in male patients of Group 2, suggesting an association with a pro-inflammatory and Th1-polarized immune response.</p>
<p>In females from Group 1, T<sub>R3&#x2013;56</sub> cells positively correlate with IFN-&#x3b3;, CD45RO<sup>+</sup> memory T and Th17 lymphocytes (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Conversely, T<sub>R3&#x2013;56</sub> cells negatively correlate with B and Th1 lymphocytes in females from the same of childhood patients in the same group (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>).</p>
<p>Therefore, T<sub>R3&#x2013;56</sub> cells appear to balance inflammation, shape memory, and modulate Th17 responses, supporting tolerance in Group 1 females, also suppressing B and Th1 cell activity.</p>
<p>In females of Group 2, T<sub>R3&#x2013;56</sub> cells positively correlate with cytotoxic CD8<sup>+</sup> T cells, CD45RO<sup>+</sup> memory T and Th1 lymphocytes (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>), suggesting a persistence of antigen-primed T cells.</p>
<p>In addition, T<sub>R3&#x2013;56</sub> cells negatively correlate with CD45RA<sup>+</sup> naive T lymphocytes, Tregs, and the CD4/CD8 T cell ratio in Group 2 females (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Such inverse relationship may suggest a shift toward a more differentiated, antigen-experienced immune phenotype, with reduced immunosuppressive activity in females.</p>
<p>Finally, T<sub>R3&#x2013;56</sub> cells also negatively correlate with TNF-&#x3b1;, IL-6, IL-10 and IL-17 in female patients from Group 2 (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). This suggests T<sub>R3&#x2013;56</sub> cells may contribute to a more controlled immune environment by limiting excessive inflammatory signaling.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Our study aims to provide a deeper understanding of the immune mechanisms underlying MIS-C (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B37">37</xref>), with a specific focus on immune cell dysregulation.</p>
<p>In this regard, we investigated the immunological characteristics of untreated MIS-C patients, with particular emphasis on the percentage of T<sub>R3&#x2013;56</sub> lymphocytes and their potential role in immune regulation within the context of MIS-C.</p>
<p>Our previous analysis identified significant immunological differences between MIS-C patients and healthy controls, including alterations in both pro-inflammatory and anti-inflammatory cytokines (IFN-&#x3b3;, IL-6, IL-10, and TNF-&#x3b1;) and modifications in lymphocyte, monocyte, and granulocyte levels, along with changes in key innate and specific lymphocyte subpopulations highlighting a distinct immune dysregulation compared to healthy individuals (<xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>We recently identified the T<sub>R3&#x2013;56</sub> cells as a novel regulatory T cell population in several immune-mediated diseases (<xref ref-type="bibr" rid="B28">28</xref>&#x2013;<xref ref-type="bibr" rid="B32">32</xref>).</p>
<p>Here, we first highlighted that there are no statistically significant differences in the percentages of T<sub>R3&#x2013;56</sub> lymphocytes and Treg (<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>) cells between MIS-C patients and healthy controls. This evidence suggests that immune dysregulation in MIS-C may not be driven by changes in the abundance of these regulatory cells but rather by their functional roles in the interactions within the immune network.</p>
<p>In our observations, a positive correlation indicates that as one variable increases, the other also increases (or both decrease together), whereas a negative correlation implies that as one variable increases, the other decreases. Understanding these patterns is essential for interpreting the observed relationships between immune cell subsets and clinical parameters in MIS-C, as they may reflect coordinated or opposing biological processes.</p>
<p>In this regard, we observed a positive correlation between T<sub>R3&#x2013;56</sub> and Tregs in MIS-C patients, absent in controls. Such a noteworthy finding suggests a potential immunoregulatory function for T<sub>R3&#x2013;56</sub> in the disease context, which could indicate either a compensatory mechanism to counteract inflammation or a hallmark of immune dysregulation specific to MIS-C. This insight may potentially contribute to a better understanding of immune alterations in MIS-C and could have implications for future diagnostic and therapeutic strategies targeting immune regulation.</p>
<p>Moreover, our findings reveal distinct correlation patterns of T<sub>R3&#x2013;56</sub> cells with various immunological markers in MIS-C patients, providing novel insights into their potential role in immune modulation. These results highlight the importance of investigating functional dynamics beyond mere quantitative assessments to gain a deeper understanding of immune alterations in MIS-C.</p>
<p>In this regard, T<sub>R3&#x2013;56</sub> lymphocytes show negative correlations in MIS-C patients with CD45RA<sup>+</sup> na&#xef;ve T cells, which are crucial for immune responses and differentiation (<xref ref-type="bibr" rid="B44">44</xref>). Conversely, T<sub>R3&#x2013;56</sub> levels are positively correlated with CD45RO<sup>+</sup> memory T cells (<xref ref-type="bibr" rid="B44">44</xref>).</p>
<p>These results suggest that T<sub>R3&#x2013;56</sub> cells may influence early immune activation and na&#xef;ve T lymphocyte balance in MIS-C, linking them to antigen-primed T cells and long-term immunity (<xref ref-type="bibr" rid="B44">44</xref>).</p>
<p>T<sub>R3&#x2013;56</sub> also correlate with the activated Th1 cells (<xref ref-type="bibr" rid="B45">45</xref>) in MIS-C patients. This evidence suggests that T<sub>R3&#x2013;56</sub> cells may be involved in balancing immune responses, as their correlation with Tregs implies a potential role in immune tolerance and suppression of excessive activation, while their association with activated Th1 cells points to a contribution in pro-inflammatory responses.</p>
<p>This dual interaction may indicate a regulatory role in maintaining immune homeostasis, with T<sub>R3&#x2013;56</sub> cells potentially contributing to the fine-tuning of the balance between immune activation and suppression. Understanding this dynamic could provide insights into their role in immune-related diseases and inflammatory disorders.</p>
<p>This study aimed also to identify sex-based differences in MIS-C by analyzing immune activation and regulation in male and female patients.</p>
<p>Our findings confirm a male predominance in MIS-C, consistent with previous studies (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>). Moreover, disease severity was more frequently observed among males, who were more likely to present with moderate to severe clinical manifestations compared to females. However, our analysis indicates that these sex-related differences are not attributable to distinct severity patterns between males and females. Rather, the observed disparity is primarily explained by a higher overall incidence of MIS-C in males, resulting in a greater absolute number of male patients with severe presentations. Crucially, when disease severity was evaluated within each sex, no significant differences emerged in terms of clinical course or extent of organ involvement.</p>
<p>These findings suggest that male sex confers a greater susceptibility to developing MIS-C, but does not inherently predispose to a more severe disease phenotype. Collectively, our results support the notion of a sex-biased vulnerability to MIS-C, rather than a sex-specific variation in disease progression or severity.</p>
<p>Notably, male MIS-C patients exhibit significantly higher percentages of T<sub>R3&#x2013;56</sub> cells than females Interestingly, a positive correlation between T<sub>R3&#x2013;56</sub> and Tregs is observed in males but not in females. These findings suggest a potential sex-based difference in the immune response to MIS-C, with T<sub>R3&#x2013;56</sub> cells playing a more prominent role in males and may indicate a sex-specific immunoregulatory mechanism that warrants further investigation.</p>
<p>Male MIS-C patients show higher percentages of HLA-DR<sup>+</sup> activated T (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B45">45</xref>), and CD45RO<sup>+</sup> memory T cells. The higher memory T cell levels in males correspond to a greater presence of CD45RA<sup>+</sup> na&#xef;ve T cells in females, highlighting potential sex-based differences in immune dynamics within MIS-C.</p>
<p>These findings suggest that males may have a more activated immune profile, whereas females might maintain a larger na&#xef;ve T cell pool, potentially influencing disease progression and response to treatment.</p>
<p>We observed also a higher TNF-&#x3b1; production in male than in female MIS-C patients. Since such cytokine is a key mediator of inflammation (<xref ref-type="bibr" rid="B48">48</xref>), its increased levels in males could be associated with heightened immune activation, tissue damage, or a more severe clinical course.</p>
<p>These findings align with the observed greater activation of T cell subsets in males (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B45">45</xref>), reinforcing the hypothesis that sex-related immune mechanisms influence MIS-C pathophysiology.</p>
<p>Sex-specific correlations suggest distinct immunoregulatory roles of T<sub>R3&#x2013;56</sub> cells. In males, their negative association with CD45RA<sup>+</sup> na&#xef;ve T cells and positive correlations with Tregs and activated Th1 cells point to involvement in immune differentiation and modulation of Th1-driven responses. In females, the negative correlation with na&#xef;ve T cells and positive association with memory T cells imply a shift toward immune memory. Moreover, T<sub>R3&#x2013;56</sub> cells in males appear to contribute to balancing activation and regulation within a pro-inflammatory milieu, while in females, Treg correlations indicate stronger homeostatic control, potentially influencing immune adaptation and disease course in a sex-dependent manner. These data highlight sex-related variations in immune adaptation, which could influence disease progression and immune responses in MIS-C.</p>
<p>Moreover, we examined age-related differences in both male and female children to assess their potential impact on immune responses in MIS-C disease.</p>
<p>MIS-C patients were divided into two age groups: younger (Group 1) and older (Group 2) children, with males outnumbering females in both groups. In both age groups, a higher proportion of children exhibited moderate to severe clinical conditions, with males being more frequently affected than females. This trend was particularly evident in younger patients.</p>
<p>Group 1 patients exhibited a greater percentage of CD8+ T effector cells than Group 2. Such occurrence may point to a vigorous immune reaction, potentially utilizing T cell cytotoxicity to eradicate infected cells. This dual-edged adaptive response, while potentially beneficial for pathogen elimination and moderating inflammation, could also contribute to the tissue pathology described in MIS-C. The observed increment in CD45RA<sup>+</sup> na&#xef;ve T cells could be a sign of their engagement and activation triggered by SARS-CoV-2 infection or the consequent inflammatory environment in Group 1 patients.</p>
<p>Significant sex-based differences in lymphocyte populations were observed in Group 1 patients. Specifically, males exhibited a higher percentage of T, CD8<sup>+</sup> T, T<sub>R3-56</sub>, HLA-DR<sub>+</sub> activated T, and CD45RO<sup>+</sup> memory T lymphocytes, and a lower percentage of B and CD45RA<sup>+</sup> na&#xef;ve T lymphocytes when compared to females. These results suggest that males show a T cell-dominant, activated/memory profile, while females have relatively higher B cell and na&#xef;ve T cell percentages.</p>
<p>The consistently higher TNF-&#x3b1; production in males across both Group 1 and 2 indicates a potentially stronger inflammatory response in males than in females, contributing to the systemic inflammation characteristic of MIS-C.</p>
<p>The elevated percentages of HLA-DR<sup>+</sup> activated T and CD45RO<sup>+</sup> memory T cells, along with a decreased percentage of CD45RA<sup>+</sup> na&#xef;ve T cells in males of both MIS-C groups, suggest a&#xa0;more pronounced adaptive immune response, possibly reflecting&#xa0;prior antigen exposure or the development of robust immune memory.</p>
<p>The increase in T<sub>R3&#x2013;56</sub> cells in Group 1 and Treg cells in Group 2 suggests that males may be differentially regulating their immune responses compared to females, likely maintaining a distinct balance between immune activation and control.</p>
<p>In addition, males with greater disease severity consistently appeared to present a trend with higher T<sub>R3&#x2013;56</sub> cell percentages than females. This observation suggests a potential sex-related difference in immune response, warranting further investigation into the role of T<sub>R3&#x2013;56</sub> cells in MIS-C pathophysiology.</p>
<p>The higher percentages of CD8<sup>+</sup> T cells and HLA-DR<sup>+</sup> activated T cells in males, particularly in younger MIS-C patients (Group 1), suggest a more robust cytotoxic immune response, possibly driven by a heightened immune activation or a response to SARS-CoV-2 infection. The increased percentage of CD45RO<sup>+</sup> memory T cells in younger males indicates that male MIS-C patients may exhibit a more pronounced adaptive immune response than in females, potentially due to earlier antigen exposure or stronger immune memory development. A decrease in B cells suggests a shift toward a more T-cell-mediated immune response in younger males compared to females in Group 1.</p>
<p>Finally, we assessed whether differences existed in the correlations between T<sub>R3&#x2013;56</sub> cells with cytokines and with the main effector cells of the adaptive immune response in male and female from Groups 1 and 2.</p>
<p>In males from Group 1, T<sub>R3&#x2013;56</sub> cells show a positive correlation with CD8<sup>+</sup> T cells, memory T cells, activated Th1 lymphocytes, and Tregs, indicating a potential link to an activated and sustained memory T cell response, along with a regulatory immune profile. Conversely, T<sub>R3&#x2013;56</sub> cells negatively correlate with CD45RA<sup>+</sup> naive T cells, B cells, and the CD4/CD8 T cell ratio, suggesting a shift away from these immune cell effectors.</p>
<p>In the Group 2, T<sub>R3&#x2013;56</sub> cells correlate positively with inflammatory markers such as IFN-&#x3b3;, TNF-&#x3b1;, Th1, and activated Th1 lymphocytes, indicating an association with a pro-inflammatory, Th1-polarized immune response (<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B48">48</xref>).</p>
<p>In females from Group 1, T<sub>R3&#x2013;56</sub> cells positively correlate with IFN-&#x3b3;, memory T cells, and Th17 lymphocytes (<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B48">48</xref>), while negatively correlating with B cells and Th1 lymphocytes. This evidence suggests that T<sub>R3&#x2013;56</sub> cells play a role in balancing inflammation, shaping memory, and modulating Th17 responses to support immune tolerance, while suppressing B and Th1 cell activity.</p>
<p>In females from Group 2, T<sub>R3&#x2013;56</sub> cells correlate positively with cytotoxic CD8+ T cells, memory T cells, and Th1 lymphocytes, suggesting the persistence of antigen-primed T cells.</p>
<p>However, T<sub>R3&#x2013;56</sub> cells negatively correlate with naive T cells, Tregs, and the CD4/CD8 T cell ratio, which may indicate a more differentiated, antigen-experienced immune phenotype with reduced immunosuppressive activity. Additionally, negative correlations with inflammatory cytokines such as TNF-&#x3b1;, IL-6, IL-10, and IL-17 (<xref ref-type="bibr" rid="B48">48</xref>) suggest that T<sub>R3&#x2013;56</sub> cells may contribute to a more controlled immune environment by limiting excessive inflammatory signaling.</p>
<p>These findings highlight the complex role of T<sub>R3&#x2013;56</sub> cells in shaping immune responses, with distinct patterns observed between sexes and age groups.</p>
<p>In males, T<sub>R3&#x2013;56</sub> cells appear to be actively involved in both immune activation and regulation. Specifically, these cells interact with Tregs and activated Th1 cells, which may contribute to a heightened inflammatory response as well as immune regulation. This dual role could be critical in modulating the immune system during MIS-C, potentially influencing the severity and progression of the disease.</p>
<p>In contrast, in females, T<sub>R3&#x2013;56</sub> cells seem to primarily support immune memory and regulatory responses, with an emphasis on controlling inflammation. These cells may play a more suppressive role, helping to maintain immune tolerance by modulating Th17 responses and limiting excessive activation of inflammatory pathways. This function could be crucial in preventing the excessive immune response that characterizes MIS-C, particularly in the more regulated immune environment observed in females.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>Taken in all, our findings underscore the complexity of the immune response in MIS-C, emphasizing the relevance of understanding the differential roles of T<sub>R3&#x2013;56</sub> cells. The distinct functions of these cells in males and females highlight a potential sex-specific immunological framework that may contribute to differences in disease susceptibility, severity, and progression. Given the observed sex-based disparities in immune profiles, further research into the mechanisms underlying these variations appears to be essential. This could lead to the development of targeted, sex-specific therapeutic strategies that more effectively address the unique immune responses in each group.</p>
<p>Moreover, these results point to the potential for T<sub>R3&#x2013;56</sub> cells to serve as biomarkers or therapeutic targets in MIS-C, offering new avenues for intervention. Further studies exploring the precise signaling pathways and molecular interactions involving T<sub>R3&#x2013;56</sub> cells could provide deeper insights into their role in immune dysregulation and disease manifestation. Ultimately, understanding how these cells influence immune responses in MIS-C could pave the way for more tailored, effective treatments that account for both sex-based differences and the unique immune mechanisms involved in this complex inflammatory syndrome.</p>
</sec>
<sec id="s6">
<label>6</label>
<title>Study limitations</title>
<p>The study did not assess the functional aspects of the analyzed cells, so the hypotheses drawn from immunophenotypic profiles lack proof of concept. Additionally, due to practical constraints, long-term follow-up of pediatric MIS-C patients was not feasible, limiting the ability to track changes or outcomes over an extended period. These factors should be considered when interpreting the findings of this study.</p>
<p>Moreover, a limitation of our study is the lack of SARS-CoV-2 variant characterization, which restricts the generalizability of our findings and highlights the need for future research accounting for variant-specific effects on MIS-C.</p>
<p>Another limitation of the present study is the arbitrary selection of age 9 as the cut-off for patient stratification. Although this choice is grounded in developmental and immunological hypotheses -recognizing that puberty-related hormonal changes, particularly in females, typically begin around this age and may influence immune function and disease susceptibility - it remains a pragmatic threshold rather than a definitive biological boundary. This arbitrary selection may impact the interpretation of puberty-related sex differences in MIS-C and should be considered when generalizing the findings.</p>
<p>Finally, a limitation of this study is the relatively small size of the control group, which included only 13 pediatric healthy subjects. However, the enrollment of a larger number of healthy children was constrained by the critical emergency situation during the COVID-19 pandemic, which limited access and availability for study participation.</p>
</sec>
</body>
<back>
<sec id="s7" 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="s8" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The study was approved by the Ethical Committee of the University Federico II of Naples. Written consent was given by the participant legal guardians or next of kin. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation in this study was provided by the participants&#x2019; legal guardians/next of kin. Written informed consent was obtained from the individual(s) for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec id="s9" sec-type="author-contributions">
<title>Author contributions</title>
<p>FC: Validation, Formal Analysis, Writing &#x2013; review &amp; editing, Methodology, Data curation, Software, Conceptualization, Visualization, Writing &#x2013; original draft, Investigation. MG: Visualization, Software, Writing &#x2013; original draft, Conceptualization, Formal Analysis, Investigation, Data curation, Methodology, Validation, Writing &#x2013; review &amp; editing. VR: Writing &#x2013; original draft, Methodology, Software, Conceptualization, Formal Analysis, Validation. GS: Software, Writing &#x2013; original draft, Formal Analysis, Methodology, Validation, Conceptualization. AC: Software, Writing &#x2013; original draft, Methodology, Conceptualization, Validation. VT: Supervision, Conceptualization, Methodology, Investigation, Writing &#x2013; original draft. AG: Conceptualization, Methodology, Validation, Investigation, Writing &#x2013; original draft. CD: Investigation, Methodology, Writing &#x2013; original draft, Conceptualization. GR: Project administration, Methodology, Visualization, Conceptualization, Funding acquisition, Validation, Software, Formal Analysis, Writing &#x2013; original draft, Supervision, Resources, Writing &#x2013; review &amp; editing, Investigation, Data curation. GC: Visualization, Data curation, Validation, Methodology, Conceptualization, Project administration, Supervision, Funding acquisition, Investigation, Software, Formal Analysis, Writing &#x2013; review &amp; editing, Writing &#x2013; original draft, Resources. GT: Writing &#x2013; review &amp; editing, Funding acquisition, Writing &#x2013; original draft, Supervision, Software, Investigation, Resources, Data curation, Formal Analysis, Project administration, Conceptualization, Visualization, Validation, Methodology.</p>
</sec>
<sec id="s10" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. The authors declare that financial support was received for the research and/or publication of this article. This research was funded by the Grant of Significant National Interest (PRIN 2022)-Italian Ministry for University and Research for the project &#x201c;New target for innovative strategies to reduce SARS-CoV-2 infectivity and identify susceptibility condition in SARS -CoV-2 infected subjects and in Long-COVID patients&#x201d; (project code 2022YZCBKX).</p>
</sec>
<sec id="s11" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s12" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s13" 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="s14" 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.2025.1606115/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2025.1606115/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image1.jpeg" id="SF1" mimetype="image/jpeg">
<label>Supplementary Figure&#xa0;1</label>
<caption>
<p>Representative flow cytometry plots illustrating the gating strategy employed. Lymphocytes were initially gated as region 1 (R1) based on side scatter area (SSC-A) versus forward scatter area (FSC-A) <bold>(A)</bold>. Subsequent analyses of cell subsets were performed within the R1 gate. T<sub>R3&#x2013;56</sub> cells were identified as double-positive for CD3 and CD56 (<bold>B</bold>; upper right quadrant). NK cells were defined as CD3<sup>-</sup>CD56<sup>+</sup> (<bold>B</bold>; lower right quadrant). CD3<sup>+</sup> T cells were identified as CD3<sup>+</sup>CD56<sup>-</sup> (<bold>B</bold>; upper left quadrant). CD8<sup>+</sup> T cells were gated as CD3<sup>+</sup>CD8<sup>+</sup> (<bold>C</bold>; upper right quadrant). B cells were defined by CD19<sup>+</sup>CD3<sup>-</sup> expression (<bold>C</bold>; right quadrant). The identification of additional cell populations, as described in the main manuscript, was performed using comparable gating strategies. The percentage of cells within each population is indicated in the respective dot plot quadrants. FSC-A: forward scatter area; SSC-A: side scatter area; FSC-H: forward scatter height.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image2.jpeg" id="SF2" mimetype="image/jpeg">
<label>Supplementary Figure&#xa0;2</label>
<caption>
<p>Analysis of Natural Killer <bold>(A)</bold>, B <bold>(B)</bold>, T <bold>(C)</bold>, CD8+ T <bold>(D)</bold>, CD4+ T <bold>(E)</bold>, and Th17 <bold>(F)</bold> lymphocytes in male and female MIS-C patients. Cell percentages are reported in y axis<italic>. p</italic> value is reported at the top of the bars. NS means not statistically significant.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image3.jpeg" id="SF3" mimetype="image/jpeg">
<label>Supplementary Figure&#xa0;3</label>
<caption>
<p>Analysis of NK <bold>(A)</bold>, B <bold>(B)</bold>, T <bold>(C)</bold>, CD8+ T <bold>(D)</bold>, CD4+ T <bold>(E)</bold>, and Th17 <bold>(F)</bold>, Treg <bold>(G)</bold>, T<sub>R3-56</sub> <bold>(H)</bold>, HLA-DR<sup>+</sup> activated T <bold>(I)</bold>, CD45RA+ na&#xef;ve T <bold>(L)</bold>, and CD45RO+ memory T <bold>(M)</bold> lymphocytes in Group 1 (horizontally striped bars) and Group 2 (white bars). Cell percentages are reported in y axis <italic>p</italic> value is reported at the top of the bars. NS means not statistically significant.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Molloy</surname> <given-names>EJ</given-names>
</name>
<name>
<surname>Nakra</surname> <given-names>N</given-names>
</name>
<name>
<surname>Gale</surname> <given-names>C</given-names>
</name>
<name>
<surname>Dimitriades</surname> <given-names>VR</given-names>
</name>
<name>
<surname>Lakshminrusimha</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Multisystem inflammatory syndrome in children (MIS-C) and neonates (MIS-N) associated with COVID-19: optimizing definition and management</article-title>. <source>Pediatr Res</source>. (<year>2023</year>) <volume>93</volume>:<page-range>1499&#x2013;508</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41390-022-02263-w</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nakra</surname> <given-names>NA</given-names>
</name>
<name>
<surname>Blumberg</surname> <given-names>DA</given-names>
</name>
<name>
<surname>Herrera-Guerra</surname> <given-names>A</given-names>
</name>
<name>
<surname>Lakshminrusimha</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Multi-system inflammatory syndrome in children (MIS-C) following SARS-CoV-2 infection: review of clinical presentation, hypothetical pathogenesis, and proposed management</article-title>. <source>Children (Basel)</source>. (<year>2020</year>) <volume>7</volume>:<elocation-id>69</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/children7070069</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abrams</surname> <given-names>JY</given-names>
</name>
<name>
<surname>Godfred-Cato</surname> <given-names>SE</given-names>
</name>
<name>
<surname>Oster</surname> <given-names>ME</given-names>
</name>
<name>
<surname>Chow</surname> <given-names>EJ</given-names>
</name>
<name>
<surname>Koumans</surname> <given-names>EH</given-names>
</name>
<name>
<surname>Bryant</surname> <given-names>B</given-names>
</name>
<etal/>
</person-group>. <article-title>Multisystem inflammatory syndrome in children associated with severe acute respiratory syndrome coronavirus 2: a systematic review</article-title>. <source>J Pediatr</source>. (<year>2020</year>) <volume>226</volume>:<fpage>45</fpage>&#x2013;<lpage>54</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jpeds.2020.08.003</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Belay</surname> <given-names>ED</given-names>
</name>
<name>
<surname>Abrams</surname> <given-names>J</given-names>
</name>
<name>
<surname>Oster</surname> <given-names>ME</given-names>
</name>
<name>
<surname>Giovanni</surname> <given-names>J</given-names>
</name>
<name>
<surname>Pierce</surname> <given-names>T</given-names>
</name>
<name>
<surname>Meng</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Trends in geographic and temporal distribution of US children with multisystem inflammatory syndrome during the COVID-19 pandemic</article-title>. <source>JAMA Pediatr</source>. (<year>2021</year>) <volume>175</volume>:<page-range>837&#x2013;45</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamapediatrics.2021.0630</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>More</surname> <given-names>K</given-names>
</name>
<name>
<surname>Aiyer</surname> <given-names>S</given-names>
</name>
<name>
<surname>Goti</surname> <given-names>A</given-names>
</name>
<name>
<surname>Parikh</surname> <given-names>M</given-names>
</name>
<name>
<surname>Sheikh</surname> <given-names>S</given-names>
</name>
<name>
<surname>Patel</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>Multisystem inflammatory syndrome in neonates (MIS-N) associated with SARS-CoV2 infection: a case series</article-title>. <source>Eur J Pediatr</source>. (<year>2022</year>) <volume>181</volume>:<page-range>1883&#x2013;98</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00431-022-04377-z</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="web">
<person-group person-group-type="author">
<collab>World Health Organization</collab>
</person-group>. <article-title>Multisystem inflammatory syndrome in children and adolescents with COVID-19</article-title>(<year>2020</year>). Available online at: <uri xlink:href="https://www.who.int/news-room/commentaries/detail/multisystem-inflammatory-syndrome-in-children-and-adolescents-with-covid-19">https://www.who.int/news-room/commentaries/detail/multisystem-inflammatory-syndrome-in-children-and-adolescents-with-covid-19</uri> (Accessed <access-date>March 25, 2024</access-date>).</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dove</surname> <given-names>ML</given-names>
</name>
<name>
<surname>Jaggi</surname> <given-names>P</given-names>
</name>
<name>
<surname>Kelleman</surname> <given-names>M</given-names>
</name>
<name>
<surname>Abuali</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ang</surname> <given-names>JY</given-names>
</name>
<name>
<surname>Ballan</surname> <given-names>W</given-names>
</name>
<etal/>
</person-group>. <article-title>Multisystem inflammatory syndrome in children: survey of protocols for early hospital evaluation and management</article-title>. <source>J Pediatr</source>. (<year>2021</year>) <volume>229</volume>:<fpage>33</fpage>&#x2013;<lpage>40</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jpeds.2020.10.026</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Henderson</surname> <given-names>LA</given-names>
</name>
<name>
<surname>Canna</surname> <given-names>SW</given-names>
</name>
<name>
<surname>Friedman</surname> <given-names>KG</given-names>
</name>
<name>
<surname>Gorelik</surname> <given-names>M</given-names>
</name>
<name>
<surname>Lapidus</surname> <given-names>SK</given-names>
</name>
<name>
<surname>Bassiri</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>American College of Rheumatology clinical guidance for multisystem inflammatory syndrome in children associated with SARS-CoV-2 and hyperinflammation in pediatric COVID-19: version 2</article-title>. <source>Arthritis Rheumatol</source>. (<year>2021</year>) <volume>73</volume>:<page-range>e13&#x2013;29</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/art.41616</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McArdle</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Vito</surname> <given-names>O</given-names>
</name>
<name>
<surname>Patel</surname> <given-names>H</given-names>
</name>
<name>
<surname>Seaby</surname> <given-names>EG</given-names>
</name>
<name>
<surname>Shah</surname> <given-names>P</given-names>
</name>
<name>
<surname>Wilson</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Treatment of multisystem inflammatory syndrome in children</article-title>. <source>N Engl J Med</source>. (<year>2021</year>) <volume>385</volume>:<fpage>11</fpage>&#x2013;<lpage>22</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMoa2102968</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Consiglio</surname> <given-names>CR</given-names>
</name>
<name>
<surname>Cotugno</surname> <given-names>N</given-names>
</name>
<name>
<surname>Sardh</surname> <given-names>F</given-names>
</name>
<name>
<surname>Pou</surname> <given-names>C</given-names>
</name>
<name>
<surname>Amodio</surname> <given-names>D</given-names>
</name>
<name>
<surname>Rodriguez</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>The immunology of multisystem inflammatory syndrome in children with COVID-19</article-title>. <source>Cell</source>. (<year>2020</year>) <volume>183</volume>:<fpage>968</fpage>&#x2013;<lpage>981.e7</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2020.09.016</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Isaza-Correa</surname> <given-names>J</given-names>
</name>
<name>
<surname>Ryan</surname> <given-names>L</given-names>
</name>
<name>
<surname>Kelly</surname> <given-names>L</given-names>
</name>
<name>
<surname>Allen</surname> <given-names>J</given-names>
</name>
<name>
<surname>Melo</surname> <given-names>A</given-names>
</name>
<name>
<surname>Jones</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Innate immune dysregulation in multisystem inflammatory syndrome in children (MIS-C)</article-title>. <source>Sci Rep</source>. (<year>2023</year>) <volume>13</volume>:<fpage>16463</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-023-43390-6</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gelzo</surname> <given-names>M</given-names>
</name>
<name>
<surname>Castaldo</surname> <given-names>A</given-names>
</name>
<name>
<surname>Giannattasio</surname> <given-names>A</given-names>
</name>
<name>
<surname>Scalia</surname> <given-names>G</given-names>
</name>
<name>
<surname>Raia</surname> <given-names>M</given-names>
</name>
<name>
<surname>Esposito</surname> <given-names>MV</given-names>
</name>
<etal/>
</person-group>. <article-title>MIS-C: A COVID-19-associated condition between hypoimmunity and hyperimmunity</article-title>. <source>Front Immunol</source>. (<year>2022</year>) <volume>13</volume>:<elocation-id>985433</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2022.985433</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rostad</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Chahroudi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Mantus</surname> <given-names>G</given-names>
</name>
<name>
<surname>Lapp</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Teherani</surname> <given-names>M</given-names>
</name>
<name>
<surname>Macoy</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Quantitative SARS-CoV-2 serology in children with multisystem inflammatory syndrome (MIS-C)</article-title>. <source>Pediatrics</source>. (<year>2020</year>) <volume>146</volume>:<fpage>e2020018242</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1542/peds.2020-018242</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sacco</surname> <given-names>K</given-names>
</name>
<name>
<surname>Castagnoli</surname> <given-names>R</given-names>
</name>
<name>
<surname>Vakkilainen</surname> <given-names>S</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>C</given-names>
</name>
<name>
<surname>Delmonte</surname> <given-names>OM</given-names>
</name>
<name>
<surname>Oguz</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Immunopathological signatures in multisystem inflammatory syndrome in children and pediatric COVID-19</article-title>. <source>Nat Med</source>. (<year>2022</year>) <volume>28</volume>:<page-range>1050&#x2013;62</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41591-022-01724-3</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Carter</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Fish</surname> <given-names>M</given-names>
</name>
<name>
<surname>Jennings</surname> <given-names>A</given-names>
</name>
<name>
<surname>Doores</surname> <given-names>KJ</given-names>
</name>
<name>
<surname>Wellman</surname> <given-names>P</given-names>
</name>
<name>
<surname>Seow</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Peripheral immunophenotypes in children with multisystem inflammatory syndrome associated with SARS-CoV-2 infection</article-title>. <source>Nat Med</source>. (<year>2020</year>) <volume>26</volume>:<page-range>1701&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41591-020-1054-6</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Godfred-Cato</surname> <given-names>S</given-names>
</name>
<name>
<surname>Bryant</surname> <given-names>B</given-names>
</name>
<name>
<surname>Leung</surname> <given-names>J</given-names>
</name>
<name>
<surname>Oster</surname> <given-names>ME</given-names>
</name>
<name>
<surname>Conklin</surname> <given-names>L</given-names>
</name>
<name>
<surname>Abrams</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>COVID-19-associated multisystem inflammatory syndrome in children &#x2013; United States, March-July 2020</article-title>. <source>MMWR Morb Mortal Wkly Rep</source>. (<year>2020</year>) <volume>69</volume>:<page-range>1074&#x2013;80</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.15585/mmwr.mm6932e2</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vella</surname> <given-names>LA</given-names>
</name>
<name>
<surname>Giles</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Baxter</surname> <given-names>AE</given-names>
</name>
<name>
<surname>Oldridge</surname> <given-names>DA</given-names>
</name>
<name>
<surname>Diorio</surname> <given-names>C</given-names>
</name>
<name>
<surname>Kuri-Cervantes</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Deep immune profiling of MIS-C demonstrates marked but transient immune activation compared to adult and pediatric COVID-19</article-title>. <source>Sci Immunol</source>. (<year>2021</year>) <volume>6</volume>:<fpage>eabf7570</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/sciimmunol.abf7570</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Carriero</surname> <given-names>F</given-names>
</name>
<name>
<surname>Rubino</surname> <given-names>V</given-names>
</name>
<name>
<surname>Leone</surname> <given-names>S</given-names>
</name>
<name>
<surname>Montanaro</surname> <given-names>R</given-names>
</name>
<name>
<surname>Brancaleone</surname> <given-names>V</given-names>
</name>
<name>
<surname>Ruggiero</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>Regulatory TR3&#x2013;56 cells in the complex panorama of immune activation and regulation</article-title>. <source>Cells</source>. (<year>2023</year>) <volume>12</volume>:<elocation-id>2841</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cells12242841</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sakaguchi</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Naturally arising CD4+ regulatory T cells for immunologic self-tolerance and negative control of immune responses</article-title>. <source>Annu Rev Immunol</source>. (<year>2004</year>) <volume>22</volume>:<page-range>531&#x2013;62</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev.immunol.21.120601.141122</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sakaguchi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Miyara</surname> <given-names>M</given-names>
</name>
<name>
<surname>Costantino</surname> <given-names>CM</given-names>
</name>
<name>
<surname>Hafler</surname> <given-names>DA</given-names>
</name>
</person-group>. <article-title>FOXP3+ regulatory T cells in the human immune system</article-title>. <source>Nat Rev Immunol</source>. (<year>2010</year>) <volume>10</volume>:<fpage>490</fpage>&#x2013;<lpage>500</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nri2785</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sakaguchi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Mikami</surname> <given-names>N</given-names>
</name>
<name>
<surname>Wing</surname> <given-names>JB</given-names>
</name>
<name>
<surname>Tanaka</surname> <given-names>A</given-names>
</name>
<name>
<surname>Ichiyama</surname> <given-names>K</given-names>
</name>
<name>
<surname>Ohkura</surname> <given-names>N</given-names>
</name>
</person-group>. <article-title>Regulatory T cells and human disease</article-title>. <source>Annu Rev Immunol</source>. (<year>2020</year>) <volume>38</volume>:<page-range>541&#x2013;66</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev-immunol-042718-041717</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fridman</surname> <given-names>WH</given-names>
</name>
<name>
<surname>Pag&#xe8;s</surname> <given-names>F</given-names>
</name>
<name>
<surname>Saut&#xe8;s-Fridman</surname> <given-names>C</given-names>
</name>
<name>
<surname>Galon</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>The immune contexture in human tumors: Impact on clinical outcome</article-title>. <source>Nat Rev Cancer</source>. (<year>2012</year>) <volume>12</volume>:<fpage>298</fpage>&#x2013;<lpage>306</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nrc3245</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grover</surname> <given-names>P</given-names>
</name>
<name>
<surname>Goel</surname> <given-names>PN</given-names>
</name>
<name>
<surname>Greene</surname> <given-names>MI</given-names>
</name>
</person-group>. <article-title>Regulatory T cells: regulation of identity and function</article-title>. <source>Front Immunol</source>. (<year>2021</year>) <volume>12</volume>:<elocation-id>750542</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2021.750542</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Matzinger</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>Tolerance, danger, and the extended family</article-title>. <source>Annu Rev Immunol</source>. (<year>1994</year>) <volume>12</volume>:<fpage>991</fpage>&#x2013;<lpage>1045</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev.iy.12.040194.005015</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Matzinger</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>The danger model: A renewed sense of self</article-title>. <source>Science</source>. (<year>2002</year>) <volume>296</volume>:<page-range>301&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.1071059</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Matzinger</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>The evolution of the danger theory. Interview by Lauren Constable, Commissioning Editor</article-title>. <source>Expert Rev Clin Immunol</source>. (<year>2012</year>) <volume>8</volume>:<page-range>311&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1586/eci.12.21</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>O&#x2019;Donnell</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Teng</surname> <given-names>MWL</given-names>
</name>
<name>
<surname>Smyth</surname> <given-names>MJ</given-names>
</name>
</person-group>. <article-title>Cancer immunoediting and resistance to T cell-based immunotherapy</article-title>. <source>Nat Rev Clin Oncol</source>. (<year>2019</year>) <volume>16</volume>:<page-range>151&#x2013;67</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41571-018-0142-8</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Terrazzano</surname> <given-names>G</given-names>
</name>
<name>
<surname>Bruzzaniti</surname> <given-names>S</given-names>
</name>
<name>
<surname>Rubino</surname> <given-names>V</given-names>
</name>
<name>
<surname>Santopaolo</surname> <given-names>M</given-names>
</name>
<name>
<surname>Palatucci</surname> <given-names>AT</given-names>
</name>
<name>
<surname>Giovazzino</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>T1D progression is associated with loss of CD3+CD56+ regulatory T cells that control CD8+ T cell effector functions</article-title>. <source>Nat Metab</source>. (<year>2020</year>) <volume>2</volume>:<page-range>142&#x2013;52</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s42255-020-0173-1</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Leone</surname> <given-names>S</given-names>
</name>
<name>
<surname>Rubino</surname> <given-names>V</given-names>
</name>
<name>
<surname>Palatucci</surname> <given-names>AT</given-names>
</name>
<name>
<surname>Giovazzino</surname> <given-names>A</given-names>
</name>
<name>
<surname>Carriero</surname> <given-names>F</given-names>
</name>
<name>
<surname>Cerciello</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>Bone marrow CD3+CD56+ regulatory T lymphocytes (TR3&#x2013;56 cells) are inversely associated with activation and expansion of bone marrow cytotoxic T cells in IPSS-R very-low/low risk MDS patients</article-title>. <source>Eur J Haematol</source>. (<year>2022</year>) <volume>109</volume>:<fpage>398</fpage>&#x2013;<lpage>405</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/ejh.13822</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rubino</surname> <given-names>V</given-names>
</name>
<name>
<surname>Leone</surname> <given-names>S</given-names>
</name>
<name>
<surname>Carriero</surname> <given-names>F</given-names>
</name>
<name>
<surname>Pane</surname> <given-names>F</given-names>
</name>
<name>
<surname>Ruggiero</surname> <given-names>G</given-names>
</name>
<name>
<surname>Terrazzano</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>The potential etiopathogenetic role and diagnostic utility of CD3+CD56+ regulatory T lymphocytes in Myelodysplastic Syndromes</article-title>. <source>Eur J Haematol</source>. (<year>2023</year>) <volume>110</volume>:<page-range>578&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/ejh.13931</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rubino</surname> <given-names>V</given-names>
</name>
<name>
<surname>Carriero</surname> <given-names>F</given-names>
</name>
<name>
<surname>Palatucci</surname> <given-names>AT</given-names>
</name>
<name>
<surname>Giovazzino</surname> <given-names>A</given-names>
</name>
<name>
<surname>Leone</surname> <given-names>S</given-names>
</name>
<name>
<surname>Nicolella</surname> <given-names>V</given-names>
</name>
<etal/>
</person-group>. <article-title>Adaptive and innate cytotoxic effectors in chronic lymphocytic leukaemia (CLL) subjects with stable disease</article-title>. <source>Int J Mol Sci</source>. (<year>2023</year>) <volume>24</volume>:<elocation-id>9596</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms24119596</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Carriero</surname> <given-names>F</given-names>
</name>
<name>
<surname>Rubino</surname> <given-names>V</given-names>
</name>
<name>
<surname>Gelzo</surname> <given-names>M</given-names>
</name>
<name>
<surname>Scalia</surname> <given-names>G</given-names>
</name>
<name>
<surname>Raia</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ciccozzi</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Immune profile in COVID-19: unveiling TR3&#x2013;56 cells in SARS-coV-2 infection</article-title>. <source>Int J Mol Sci</source>. (<year>2024</year>) <volume>25</volume>:<elocation-id>10465</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms251910465</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Forsyth</surname> <given-names>KS</given-names>
</name>
<name>
<surname>Jiwrajka</surname> <given-names>N</given-names>
</name>
<name>
<surname>Lovell</surname> <given-names>CD</given-names>
</name>
<name>
<surname>Toothacre</surname> <given-names>NE</given-names>
</name>
<name>
<surname>Anguera</surname> <given-names>MC</given-names>
</name>
</person-group>. <article-title>The conneXion between sex and immune responses</article-title>. <source>Nat Rev Immunol</source>. (<year>2024</year>) <volume>24</volume>:<fpage>487</fpage>&#x2013;<lpage>502</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41577-024-00996-9</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brown</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Su</surname> <given-names>MA</given-names>
</name>
</person-group>. <article-title>An inconvenient variable: sex hormones and their impact on T cell responses</article-title>. <source>J Immunol</source>. (<year>2019</year>) <volume>202</volume>:<page-range>1927&#x2013;33</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4049/jimmunol.180140</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Libert</surname> <given-names>C</given-names>
</name>
<name>
<surname>Dejager</surname> <given-names>L</given-names>
</name>
<name>
<surname>Pinheiro</surname> <given-names>I</given-names>
</name>
</person-group>. <article-title>The X chromosome in immune functions: when a chromosome makes the difference</article-title>. <source>Nat Rev Immunol</source>. (<year>2010</year>) <volume>10</volume>:<fpage>594</fpage>&#x2013;<lpage>604</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nri2815</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Patin</surname> <given-names>E</given-names>
</name>
<name>
<surname>Hasan</surname> <given-names>M</given-names>
</name>
<name>
<surname>Bergstedt</surname> <given-names>J</given-names>
</name>
<name>
<surname>Rouilly</surname> <given-names>V</given-names>
</name>
<name>
<surname>Libri</surname> <given-names>V</given-names>
</name>
<name>
<surname>Urrutia</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Natural variation in the parameters of innate immune cells is preferentially driven by genetic factors</article-title>. <source>Nat Immunol</source>. (<year>2018</year>) <volume>19</volume>:<page-range>302&#x2013;14</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41590-018-0049-7</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rajamanickam</surname> <given-names>A</given-names>
</name>
<name>
<surname>Kumar</surname> <given-names>NP</given-names>
</name>
<name>
<surname>Venkataraman</surname> <given-names>A</given-names>
</name>
<name>
<surname>Varadarjan</surname> <given-names>P</given-names>
</name>
<name>
<surname>Selladurai</surname> <given-names>E</given-names>
</name>
<name>
<surname>Sankaralingam</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Sex-specific differences in systemic immune responses in MIS-C children</article-title>. <source>Sci Rep</source>. (<year>2024</year>) <volume>14</volume>:<fpage>1720</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-024-52116-1</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arnold</surname> <given-names>CG</given-names>
</name>
<name>
<surname>Libby</surname> <given-names>A</given-names>
</name>
<name>
<surname>Vest</surname> <given-names>A</given-names>
</name>
<name>
<surname>Hopkinson</surname> <given-names>A</given-names>
</name>
<name>
<surname>Monte</surname> <given-names>AA</given-names>
</name>
</person-group>. <article-title>Immune mechanisms associated with sex-based differences in severe COVID-19 clinical outcomes</article-title>. <source>Biol Sex Differ</source>. (<year>2022</year>) <volume>13</volume>:<elocation-id>7</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13293-022-00417-3</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sylvester</surname> <given-names>SV</given-names>
</name>
<name>
<surname>Rusu</surname> <given-names>R</given-names>
</name>
<name>
<surname>Chan</surname> <given-names>B</given-names>
</name>
<name>
<surname>Bellows</surname> <given-names>M</given-names>
</name>
<name>
<surname>O&#x2019;Keefe</surname> <given-names>C</given-names>
</name>
<name>
<surname>Nicholson</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Sex differences in sequelae from COVID-19 infection and in long COVID syndrome: A review</article-title>. <source>Curr Med Res Opin</source>. (<year>2022</year>) <volume>38</volume>:<page-range>1391&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/03007995.2022.2081454</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Porritt</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Binek</surname> <given-names>A</given-names>
</name>
<name>
<surname>Paschold</surname> <given-names>L</given-names>
</name>
<name>
<surname>Noval Rivas</surname> <given-names>M</given-names>
</name>
<name>
<surname>McArdle</surname> <given-names>A</given-names>
</name>
<name>
<surname>Yonker</surname> <given-names>LM</given-names>
</name>
<etal/>
</person-group>. <article-title>The autoimmune signature or hyperinflammatory multisystem inflammatory syndrome in children</article-title>. <source>J Clin Invest</source>. (<year>2021</year>) <volume>131</volume>:<fpage>e151520</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1172/JCI151520</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="web">
<person-group person-group-type="author">
<collab>CDC</collab>
</person-group>. <article-title>Information for healthcare provides about multisystem inflammatory syndrome in children (MIS-c)</article-title>. Available online at: <uri xlink:href="https://www.cdc.gov/mis-c/hcp/">https://www.cdc.gov/mis-c/hcp/</uri> (Accessed <access-date>May 16, 2022</access-date>).</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rubino</surname> <given-names>V</given-names>
</name>
<name>
<surname>Carriero</surname> <given-names>F</given-names>
</name>
<name>
<surname>Palatucci</surname> <given-names>AT</given-names>
</name>
<name>
<surname>Giovazzino</surname> <given-names>A</given-names>
</name>
<name>
<surname>Salemi</surname> <given-names>F</given-names>
</name>
<name>
<surname>Carrano</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>TR3&#x2013;56 and treg regulatory T cell subsets as potential indicators of graft tolerance control in kidney transplant recipients</article-title>. <source>Int J Mol Sci</source>. (<year>2024</year>) <volume>25</volume>:<elocation-id>10610</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms251910610</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tedder</surname> <given-names>TF</given-names>
</name>
<name>
<surname>Isaacs</surname> <given-names>CM</given-names>
</name>
</person-group>. <article-title>Isolation of cDNAs encoding the CD19 antigen of human and mouse B lymphocytes. A new member of the immunoglobulin superfamily</article-title>. <source>J Immunol</source>. (<year>1989</year>) <volume>143</volume>:<page-range>712&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4049/jimmunol.143.2.712</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kumar</surname> <given-names>BV</given-names>
</name>
<name>
<surname>Connors</surname> <given-names>TJ</given-names>
</name>
<name>
<surname>Farber</surname> <given-names>DL</given-names>
</name>
</person-group>. <article-title>Human T cell development, localization, and function throughout life</article-title>. <source>Immunity</source>. (<year>2018</year>) <volume>48</volume>:<page-range>202&#x2013;13</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.immuni.2018.01.007</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zielinski</surname> <given-names>CE</given-names>
</name>
</person-group>. <article-title>T helper cell subsets: diversification of the field</article-title>. <source>Eur J Immunol</source>. (<year>2023</year>) <volume>53</volume>:<fpage>e2250218</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/eji.202250218</pub-id>
</citation>
</ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>&#xc1;lvarez-Carrasco</surname> <given-names>P</given-names>
</name>
<name>
<surname>Maldonado-Bernal</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>The innate defenders: a review of natural killer cell immunotherapies in cancer</article-title>. <source>Front Immunol</source>. (<year>2024</year>) <volume>15</volume>:<elocation-id>1482807</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2024.1482807</pub-id>
</citation>
</ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saraiva</surname> <given-names>DP</given-names>
</name>
<name>
<surname>Azeredo-Lopes</surname> <given-names>S</given-names>
</name>
<name>
<surname>Antunes</surname> <given-names>A</given-names>
</name>
<name>
<surname>Salvador</surname> <given-names>R</given-names>
</name>
<name>
<surname>Borralho</surname> <given-names>P</given-names>
</name>
<name>
<surname>Assis</surname> <given-names>B</given-names>
</name>
<etal/>
</person-group>. <article-title>Expression of HLA-DR in cytotoxic T lymphocytes: A validated predictive biomarker and a potential therapeutic strategy in breast cancer</article-title>. <source>Cancers (Basel)</source>. (<year>2021</year>) <volume>13</volume>:<elocation-id>3841</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cancers13153841</pub-id>
</citation>
</ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dong</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>Cytokine regulation and function in T cells</article-title>. <source>Annu Rev Immunol</source>. (<year>2021</year>) <volume>39</volume>:<fpage>51</fpage>&#x2013;<lpage>76</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev-immunol-061020-053702</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>