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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
</journal-title-group>
<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.2025.1735029</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title><italic>Strongyloides stercoralis</italic> coinfection impairs immune control of <italic>Mycobacterium tuberculosis</italic> in TB infected individuals</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Rajamanickam</surname><given-names>Anuradha</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<name><surname>Dasan</surname><given-names>Bindu</given-names></name>
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<contrib contrib-type="author">
<name><surname>Pandiarajan</surname><given-names>Arul Nancy</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Munisankar</surname><given-names>Saravanan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Shanmugam</surname><given-names>Sivakumar</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<name><surname>Babu</surname><given-names>Subash</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<aff id="aff1"><label>1</label><institution>National Institute of Health-National Institute of Allergy and Infectious Diseases-International Center for Excellence in Research</institution>, <city>Chennai</city>,&#xa0;<country country="in">India</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Bacteriology, Indian Council of Medical Research (ICMR)-National Institute for Research in Tuberculosis</institution>, <city>Chennai</city>,&#xa0;<country country="in">India</country></aff>
<aff id="aff3"><label>3</label><institution>Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health</institution>, <city>Bethesda</city>, <state>MD</state>,&#xa0;<country country="us">United States</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Anuradha Rajamanickam, <email xlink:href="mailto:anuradha@icerindia.org">anuradha@icerindia.org</email>; <email xlink:href="mailto:anuradha.icer@gmail.com">anuradha.icer@gmail.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-09">
<day>09</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1735029</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>10</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>03</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Rajamanickam, Dasan, Pandiarajan, Munisankar, Shanmugam and Babu.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Rajamanickam, Dasan, Pandiarajan, Munisankar, Shanmugam and Babu</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-09">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Helminth co-infection are common in tuberculosis (TB) endemic regions and alter host immunity. However, their impact on immune responses in TB infection (TBI) remains incompletely defined.</p>
</sec>
<sec>
<title>Methods</title>
<p>We analyzed QuantiFERON (QFT) supernatants and peripheral blood mononuclear cells (PBMCs) from TBI+Hel+ (<italic>S. stercoralis</italic><italic>(Ss)</italic> infection) (n=15) and TBI+Hel&#x2212; (n=23) individuals. Cytokine levels were assessed at baseline and following TB antigenic stimulation (TBAg1 and TBAg2), as well as mitogenic stimulation. PBMCs were stimulated with <italic>Mycobacterium tuberculosis</italic> (<italic>M. tuberculosis</italic>) H37Rv, and antimycobacterial immunity was assessed using an <italic>in vitro</italic> mycobacterial growth inhibition assay (MGIA) and multiplex cytokine assays.</p>
</sec>
<sec>
<title>Results</title>
<p>We measured Type 1 (IFN-&#x3b3;, TNF-&#x3b1;, IL-2), Type 17 (IL-17, IL-22), and proinflammatory cytokines (IL-1&#x3b1;, IL-1&#x3b2;) in QuantiFERON (QFT) supernatants from TBI individuals with (TBI+Hel+) and without (TBI+Hel&#x2212;) infection. TBI+Hel+ individuals exhibited significantly reduced mycobacterial growth inhibition compared with TBI+Hel&#x2212; individuals, reflected by higher normalized mycobacterial growth (&#x394; log10 CFU). Cytokine analysis showed suppression of Th1/Th17 (IFN-&#x3b3;, IL-2, TNF-&#x3b1;, IL-17, GM-CSF) and proinflammatory cytokines (IL-1&#x3b1;, IL-1&#x3b2;, IL-6, IL-12p70, IL-18) in TBI+Hel+ individuals, alongside increased Th2/regulatory cytokines (IL-4, IL-5, IL-10, IL-13).</p>
</sec>
<sec>
<title>Conclusions</title>
<p><italic>Ss</italic> co-infection impairs host antimycobacterial control by skewing TBI immune responses toward Th2/regulatory pathways at the expense of protective Th1/Th17 mechanisms. Our data demonstrate that the importance of considering <italic>Ss</italic> co-infection into account when developing TB control and vaccination strategies in endemic areas.</p>
</sec>
</abstract>
<kwd-group>
<kwd>cytokines</kwd>
<kwd>immune modulation</kwd>
<kwd>MGIA</kwd>
<kwd><italic>Strongyloides stercoralis</italic> infection</kwd>
<kwd>Th1/Th2 balance</kwd>
<kwd>tuberculosis infection</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>Division of Intramural Research</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/100006492</institution-id>
</institution-wrap>
</funding-source>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was supported by the Division of Intramural Research, the National Institute of Allergy and Infectious Diseases and the National Institutes of Health.</funding-statement>
</funding-group>
<counts>
<fig-count count="5"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="36"/>
<page-count count="11"/>
<word-count count="5665"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Parasite Immunology</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Helminth infections affect approximately 1.5 billion people worldwide, predominantly in tropical regions, and typically induce a T-helper 2 (Th2) immune response characterized by IL-4, IL-5, and IL-13 (<xref ref-type="bibr" rid="B1">1</xref>). TB infection (TBI), the asymptomatic phase of <italic>Mycobacterium tuberculosis</italic> (<italic>M. tuberculosis</italic>) infection, presents a significant public health challenge due to its potential for reactivation, especially in immunocompromised individuals (<xref ref-type="bibr" rid="B2">2</xref>). Approximately 25% of the global population has TBI, and an estimated 5% progress to active TB within two years of infection (<ext-link ext-link-type="uri" xlink:href="https://www.who.int/teams/global-programme-on-tuberculosis-and-lung-health/tb-reports/global-tuberculosis-report-2024">https://www.who.int/teams/global-programme-on-tuberculosis-and-lung-health/tb-reports/global-tuberculosis-report-2024</ext-link><xref ref-type="bibr" rid="B3">3</xref>). A Th1-mediated immune response, involving cytokines such as IFN-&#x3b3; and TNF-&#x3b1;, is critical for controlling <italic>Mtb</italic> (<xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>Helminths may shift immune responses to <italic>M. tuberculosis</italic>, favoring Th2/regulatory pathways and potentially impairing Th1-mediated control (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). Conversely, some studies suggest helminths might reduce inflammation and tissue damage during active TB, potentially offering protective effects (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). However, the exact mechanisms through which helminths impact TB progression remain unclear.</p>
<p>The Mycobacteria Growth Inhibition Assay (MGIA) is a key tool for evaluating immune responses to <italic>M.tb</italic>, providing insights into the Th1/Th2 balance and how helminth infections modify this response (<xref ref-type="bibr" rid="B7">7</xref>). Cytokine profiles from MGIA assays show that <italic>M.tb</italic> typically induces a Th1 response, while helminths promote a Th2 environment, potentially hindering the immune mechanisms necessary for effective <italic>M.tb</italic> control. This shift could lead to increased susceptibility to TB reactivation (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>Understanding how helminths modulate immune responses in TBI is critical for predicting the outcome of co-infection. Helminth-induced regulatory cytokines, such as IL-10, may suppress Th1 responses, impairing the host&#x2019;s ability to contain <italic>Mtb</italic> (<xref ref-type="bibr" rid="B9">9</xref>). However, some studies also suggest that helminths could reduce immune hyperactivation, potentially minimizing tissue damage in TB (<xref ref-type="bibr" rid="B10">10</xref>). Recent studies further reveals that helminth co-infection modulates chemokine and cytokine responses in TBI, with implications for disease progression (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>Our study aims to investigate cytokine profiles from MGIA assays in individuals with TBI and <italic>Ss</italic> co-infection. In our study population, all helminth infections identified were caused by <italic>Strongyloides stercoralis</italic>; therefore, results refer specifically to <italic>S. stercoralis</italic> co-infection. The goal is to explore how <italic>Ss</italic> induced immune modulation affects the Th1/Th2 balance and <italic>M.tb</italic> growth inhibition, providing insights that could enhance TB management strategies in endemic regions.</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>Ethical statement</title>
<p>Ethical approval was obtained from the Institutional Review Boards of the National Institute of Allergy and Infectious Diseases (NIAID), USA, and the National Institute for Research in Tuberculosis (NIRT), India (NCT04813328, NCT04526613, NIRT-IEC 2020&#x2013;033 and NIRT-IEC 2020 005). Written informed consent was obtained from all study participants.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Study population</title>
<p>We enrolled 38 individuals with TB infection (TBI) from Tiruvallur and Kanchipuram Districts, Tamil Nadu, South India, between September 2022 and January 2023: 15 with <italic>Ss</italic> co-infection (TBI+Hel+) and 23 without <italic>Ss</italic> co-infection (TBI+Hel&#x2212;). Participants were aged 22&#x2013;63 years. These 38 individuals were prospectively enrolled specifically for this study and were not selected from a larger pre-existing cohort. TBI diagnosis was based on positive QuantiFERON-TB Gold Plus (QFT-Plus) results (QIAGEN), absence of pulmonary symptoms, and normal chest radiographs. None of the participants were known contacts of active TB cases. Pregnant or lactating women were excluded from the study. All participants were HIV-negative and anti-TB treatment&#x2013;na&#xef;ve. TBI was identified for study enrolment; TBI-positive individuals were referred to TB clinics per public health protocols.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>QuantiFERON-TB gold in-tube assay</title>
<p>QFT-Plus testing followed manufacturer guidelines. Heparinized whole blood was incubated at 37&#xb0;C for 18 hours in TB1, TB2, mitogen, and Nil tubes. In the QFT-Plus assay (Qiagen), the TB1 tube contains long ESAT-6 and CFP-10 peptides that predominantly stimulate CD4<sup>+</sup> T cell responses, whereas the TB2 tube contains additional short ESAT-6 and CFP-10 peptides designed to activate both CD4<sup>+</sup> and CD8<sup>+</sup> T-cell subsets. Tubes were centrifuged at 3,000 g for 15 minutes, and supernatants were collected for IFN-&#x3b3; measurement (IU/mL). Remaining supernatants were stored at &#x2212;80&#xb0;C.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Parasitological examination and anthelmintic treatment</title>
<p><italic>Strongyloides stercoralis (Ss</italic>) infection was diagnosed by IgG antibodies to the recombinant NIE antigen (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). A single stool sample was examined by Kato-Katz; stool microscopy was negative for other intestinal helminths. <italic>Ss</italic> infection was further confirmed by nutrient agar plate culture (<xref ref-type="bibr" rid="B14">14</xref>). Filarial infection was excluded by negative circulating filarial antigen tests. <italic>S. stercoralis</italic> was the only helminth species detected in this study population. All <italic>Ss</italic>-positive participants received ivermectin (12 mg, single dose) and albendazole (400 mg, single dose). Follow-up blood draws and repeat parasitological examinations were performed six months later to confirm clearance.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Mycobacterial growth inhibition assay</title>
<p><italic>M.tb</italic> H37Rv was cultured in a Middlebrook 7H9 liquid medium (Sigma-Aldrich). The mycobacterial inoculation volume for each batch was titrated to achieve a time to positivity (TTP) of 7 days in MGITs in a BACTEC MGIT 960 machine. The inoculum was titrated to achieve a 7-day time to positivity (TTP) in MGITs; inocula ranged between approximately 10^2&#x2013;10^3 CFU/mL.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Isolation of PBMCs and mycobacterial growth inhibition assay</title>
<p>Human peripheral blood mononuclear cells were isolated from peripheral blood and resuspended at an approximate concentration of 2&#x2013;3 &#xd7;&#x2009;10<sup>6</sup> cells per mL of RPMI (containing 10% fetal bovine serum and 2&#x2009;mM l-glutamine) and benzonase was added to a final concentration of 25 U/mL. Cells were rested at 37&#xb0;C for 2 hours with 5% CO<sub>2</sub>. Six hundred microliters of RPMI (containing 2 mM L-glutamine and 25 mM HEPES) seeded with 1&#xd7;10<sup>6</sup> PBMC and <italic>M.tb</italic> H37Rv was added to duplicate 2-mL screw-cap tubes. The co-cultures were incubated on a 360&#xb0; rotator at 37 &#xb0;C for 96 hours, after which tubes were micro-centrifuged at 15,300 <italic>g</italic> for 10 minutes, and the supernatant was carefully removed by pipetting. Cells were lysed with the addition of 500 &#xb5;L sterile water and the tubes pulse-vortexed at 0, 5 and 10 minutes. Five hundred microliters of lysate were then transferred directly to a BACTEC MGIT tube supplemented with PANTA antibiotics (polymyxin B, amphotericin B, nalidixic acid, trimethoprim, and azlocillin) and OADC enrichment broth. On day 0, duplicate direct-to-MGIT inoculum control tubes were prepared with the same <italic>M. tuberculosis</italic> input as samples. In the end, MGIT tubes were placed on the BACTEC 960 machine and incubated at 37 &#xb0;C until the detection of positivity by fluorescence. TTP was converted to log10 CFU using standard curves generated by inoculating MGIT tubes with 10-fold mycobacterial dilutions and plating aliquots on 7H11 agar. Linear regression (GraphPad Prism v10) provided equations for TTP-to-CFU conversion. Normalized mycobacterial growth was defined as log10 CFU (sample) &#x2212; log10 CFU (growth control). The difference between the medians of respective groups is described as &#x394; X log and was calculated by subtracting the median of the test group from the median of the control group.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Luminex assays for cytokines</title>
<p>Cytokine levels in culture supernatants were measured using a Human Magnetic Luminex Assay (R&amp;D Systems) on the Bio-Rad MAGPIX platform (xPONENT 4.2; Bio-Plex Manager 6.1). Analytes included Interferon gamma (IFN&#x3b3;), interleukin-2 (IL-2), Tumor Necrosis Factor alpha (TNF&#x3b1;), IL-17, granulocyte-macrophage colony-stimulating factor (GM-CSF), IL-1&#x3b1;, IL-1&#x3b2;, IL-6, IL-12p70, IL-18, IL-4, IL-5, IL-10, and IL-13. The lowest detection limits for cytokines were as follows: GM-CSF, 18.4 pg/mL; IFN-&#x3b3;, 5.7 pg/mL; IL-1&#x3b1;/IL-1F1, 10.6 pg/mL; IL-1&#x3b2;/IL-1F2, 3.5 pg/mL; IL-2, 3.6 pg/mL; IL-4, 1.1 pg/mL; IL-5, 6.2 pg/mL; IL-6, 9.0 pg/mL; IL-10, 32.2 pg/mL; IL-12p70, 18.5 pg/mL; IL-13, 31.8 pg/mL; IL-17/IL-17A, 9 pg/mL; IL-18/IL-1F4, 2.5 pg/mL; and TNF-&#x3b1;, 12.4 pg/mL.</p>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>Statistical analysis</title>
<p>Data were summarized as medians with interquartile ranges (IQR). Between-group comparisons used the Mann&#x2013;Whitney U test with Holm&#x2013;Bonferroni correction for multiple comparisons. Correlations were assessed using Spearman&#x2019;s rank correlation. <italic>Ss</italic>-specific IgG (OD values) and all cytokines measured in QFT or PBMC supernatants were entered as independent variables in a multivariate linear regression model to assess their combined association with MGIA (&#x394; log10 CFU). Analyses were performed in GraphPad Prism v10.0; significance was set at p &#x2264; 0.05.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Study population characteristics</title>
<p>The demographic, hematological, and biochemical characteristics of the study participants are summarized in <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>. There were no statistically significant differences in age, gender, or body mass index (BMI) between the Tuberculosis infected (TBI) individuals with helminth infection (TBI+ Hel+) and those without helminth infection (TBI+). As only <italic>Strongyloides stercoralis</italic> infection was identified among helminth-positive participants, the comparisons presented here specifically reflect the impact of <italic>S. stercoralis</italic> co-infection on immune responses in TBI. However, notable differences were observed in certain hematological parameters. TBI+ Hel+ individuals exhibited significantly decreased levels of hemoglobin (TBI+ Hel+ 11.25 Vs TBI + 13.10 g/dl, p=0.022), Red Blood Cells (RBC) (TBI+ Hel+ 4.75 Vs TBI + 4.05 (10<sup>3</sup>/ml), p=0.034) and lymphocytes compared to TBI+ individuals. In contrast, eosinophil levels (TBI+ Hel+ 0.75 Vs TBI + 0.44 (10<sup>3</sup>/ml), p=0.028 were significantly increased in TBI+ Hel+ individuals compared to TBI+ individuals.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Demographic and hematological parameters of the study population.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Parameter</th>
<th valign="middle" align="center">TBI+Hel+ (<italic>n</italic> = 15)</th>
<th valign="middle" align="center">TBI (<italic>n</italic> = 23)</th>
<th valign="middle" align="center"><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Gender (Male/Female)</td>
<td valign="middle" align="center">7/8</td>
<td valign="middle" align="center">12/11</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="center">Median age (range) in Years</td>
<td valign="middle" align="center">44 (29-53)</td>
<td valign="middle" align="center">40 (24-56)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">BMI kg/m&#xb2; GM (range)</td>
<td valign="middle" align="center">24.6 (17.3-30.1)</td>
<td valign="middle" align="center">25.3 (21-32)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">Hb gm/dl GM (range)</td>
<td valign="middle" align="center">11.25 (4.8&#x2013;16.0)</td>
<td valign="middle" align="center">13.10 (5.5&#x2013;18.8)</td>
<td valign="middle" align="center">0.022</td>
</tr>
<tr>
<td valign="middle" align="left">RBC 10<sup>6</sup>/ul GM (range)</td>
<td valign="middle" align="center">4.05 (2.3&#x2013;5.6)</td>
<td valign="middle" align="center">4.75 (3.8&#x2013;6.20)</td>
<td valign="middle" align="center">0.033</td>
</tr>
<tr>
<td valign="middle" align="left">WBC 10<sup>3</sup>/ul GM (range)</td>
<td valign="middle" align="center">9.05 (6.0 &#x2013;16.5)</td>
<td valign="middle" align="center">8.72 (5.7 &#x2013;13.4)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">HCT % GM (range)</td>
<td valign="middle" align="center">38.2 (21.0 &#x2013;52.5)</td>
<td valign="middle" align="center">34.0 (15.2 &#x2013; 46.8)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">PLT 10<sup>3</sup>/ul GM (range)</td>
<td valign="middle" align="center">268.5 (150&#x2013;420)</td>
<td valign="middle" align="center">254.0 (200&#x2013;365)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">Neutrophil 10<sup>3</sup>/ml GM (range)</td>
<td valign="middle" align="center">5.4 (3.6&#x2013;7.3)</td>
<td valign="middle" align="center">5.64 (4.3&#x2013;6.9)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">Lymphocyte 10<sup>3</sup>/ml GM (range)</td>
<td valign="middle" align="center">2.40 (1.30&#x2013;3.55)</td>
<td valign="middle" align="center">3.20 (2.15&#x2013;4.32)</td>
<td valign="middle" align="center">0.018</td>
</tr>
<tr>
<td valign="middle" align="left">Monocyte 10<sup>3</sup>/ml GM (range)</td>
<td valign="middle" align="center">0.76 (0.41&#x2013;1.16)</td>
<td valign="middle" align="center">0.81 (0.47&#x2013;1.10)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">Eosinophil 10<sup>3</sup>/ml GM (range)</td>
<td valign="middle" align="center">0.82 (0.15&#x2013;3.54)</td>
<td valign="middle" align="center">0.44 (0.18&#x2013;1.05)</td>
<td valign="middle" align="center">0.028</td>
</tr>
<tr>
<td valign="middle" align="left">Basophil 10<sup>3</sup>/ml GM (range)</td>
<td valign="middle" align="center">0.11 (0.03&#x2013;0.34)</td>
<td valign="middle" align="center">0.09 (0.05&#x2013;0.31)</td>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left"><italic>Ss</italic>-specific IgG (OD units), median (IQR)</td>
<td valign="middle" align="center">1.84 (1.50&#x2013;2.33)</td>
<td valign="middle" align="center">0.14 (0.08&#x2013;0.21)</td>
<td valign="middle" align="center">&lt;0.0001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Hb, hemoglobin; RBC, red blood cell; WBC, white blood cell; HCT, hematocrit test; PLT, platelet count; NS, not significant.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Decreased Th1, Th17, and proinflammatory cytokine responses in <italic>Ss</italic> co-infected TBI individuals</title>
<p>To determine the influence of coexistent <italic>Ss</italic> infection on type 1, type 17, and proinflammatory cytokines in TBI, we measured the QFT supernatants levels of IFN-&#x3b3;, TNF-&#x3b1;, IL-2, IL-17, IL-22, IL-1&#x3b1; and IL-1&#x3b2; in TBI+Hel+ and TBI+Hel- individuals. As shown in <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>, TBI+Hel+ co-infected individuals exhibited significantly decreased levels of Type 1, median (IFN-&#x3b3;: TBI+Hel+, 63 pg/mL Vs TBI+, 268.1 pg/mL, p=0.0126, IL-2, TBI+Hel+, 195 pg/mL Vs TBI+, 265 pg/mL, p=0.0267; TNF-&#x3b1;: TBI+Hel+, 25.06 pg/mL Vs TBI+, 47.50 pg/mL, p=0.0177; Type 17 (IL-17, TBI+Hel+, 10 pg/mL Vs TBI+, 16 pg/mL, p=0.0035; IL-22, TBI+Hel+, 15.88 pg/mL Vs TBI+, 23.56 pg/mL, p=0.0306 and proinflammatory cytokines, IL1&#x3b1;, TBI+Hel+, 3.45 pg/mL Vs TBI+, 4.07 pg/mL, p=0.0233 and IL1&#x3b2;, TBI+Hel+, 15.74 pg/mL Vs TBI+, 17.42 pg/mL, p=0.0365 at baseline and upon TBAg1 stimulation, median (IFN-&#x3b3;: TBI+Hel+, 267.5 pg/mL Vs TBI+, 415.1 pg/mL, p=0.0312, IL-2, TBI+Hel+, 175 pg/mL Vs TBI+, 352.9 pg/mL, p=0.0181; TNF-&#x3b1;: TBI+Hel+, 27.38 pg/mL Vs TBI+, 61.11 pg/mL, p=0.0395; and IL-22, TBI+Hel+, 98 pg/mL Vs TBI+, 124 pg/mL, p=0.0240; upon TBAg2 antigenic stimulation median (IL-2, TBI+Hel+, 230 pg/mL Vs TBI+, 381.2 pg/mL, p=0.0086; TNF-&#x3b1;: TBI+Hel+, 40.99 pg/mL Vs TBI+, 68 pg/mL, p=0.0217; Type 17 (IL-22, TBI+Hel+, 28.20 pg/mL Vs TBI+, 78.20 pg/mL, p=0.0084; proinflammatory cytokines, IL1&#x3b1;, TBI+Hel+, 4 pg/mL Vs TBI+, 5.5 pg/mL, p=0.0145 and IL1&#x3b2;, TBI+Hel+, 15.48 pg/mL Vs TBI+, 19.80 pg/mL, p=0.0220 in comparison with TBI individuals alone. In contrast, the upon mitogenic stimulation there was no significant difference between the two groups. Thus, coexistent <italic>Ss</italic> infection is associated with diminished systemic levels of type 1 type 17 cytokines and proinflammatory cytokines in TBI alone individuals.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Decreased Th1, Th17, and proinflammatory cytokine responses in <italic>Ss</italic> co-infected TBI individuals.Helminth infection is associated with diminished systemic levels of type 1 and type 17 cytokines TBI. Panels <bold>(A&#x2013;D)</bold> show QFT supernatant cytokine levels at baseline (Nil), TB antigen 1 (TB1), TB antigen 2 (TB2), and mitogen stimulation in TBI+Hel+ (n=15) and TBI+Hel&#x2212; (n=23) individuals. Data are displayed as medians with IQR; p values from Mann&#x2013;Whitney U with Holm&#x2013;Bonferroni correction.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1735029-g001.tif">
<alt-text content-type="machine-generated">Graphs show cytokine concentrations in picograms per milliliter for different groups under various conditions: Unstimulated, TB Antigen 1, TB Antigen 2, and Mitogen Stimulation. Each graph compares TBI+Hel+ and TBI+ groups across cytokines like IFN-g, IL-2, TNF-a, IL-17, IL-22, IL-1a, and IL-1b. Significant p-values are highlighted above data points, showing differences in cytokine levels between groups.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Decreased mycobacterial growth inhibition in <italic>Ss</italic> infected LTBI individuals</title>
<p>We assessed the <italic>in vitro</italic> growth inhibition of <italic>Mycobacterium tuberculosis</italic> H37Rv in peripheral blood mononuclear cells (PBMCs) from individuals with latent tuberculosis infection (TBI) with and without <italic>Ss</italic> co-infection. As shown in <xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>, TBI+Hel+ individuals exhibited significantly higher normalized mycobacterial growth (&#x394; log10 CFU 3.8) than TBI+Hel&#x2212; individuals (&#x394; log10 CFU 2.8; p=0.0127), indicating reduced capacity to inhibit <italic>M. tuberculosis</italic> growth in the <italic>Ss</italic> co-infected group.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Mycobacterial growth inhibition assay in tuberculosis infected individuals with <italic>Ss</italic> infection. The figure displays MGIA normalized mycobacterial growth (&#x394; log10 CFU) in TBI+Hel+ and TBI+Hel&#x2212; individuals. Each point represents one participant; bars show medians. Mann&#x2013;Whitney U test with Holm&#x2013;Bonferroni correction was used for all pairwise comparisons.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1735029-g002.tif">
<alt-text content-type="machine-generated">Bar chart comparing CFU levels between two groups: TBI+Hel+ and TBI+. The TBI+Hel+ group (left, blue dots) shows a mean CFU of approximately 4, while the TBI+ group (right, red dots) has a lower mean CFU around 3.5. The p-value is 0.0127, indicating a statistically significant difference.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title><italic>Ss</italic> co-infection suppresses both adaptive and innate cytokine responses to <italic>Mycobacterium tuberculosis</italic></title>
<p>We evaluated cytokine responses following stimulation of PBMCs with <italic>Mycobacterium tuberculosis</italic> H37Rv to assess the impact of <italic>Ss</italic> co-infection in individuals with tuberculosis infection (TBI). As shown in <xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3</bold></xref>, TBI-helminth co-infected individuals exhibited significantly diminished secretion of Th1 cytokines, median concentrations were IFN-&#x3b3; (35 pg/mL Vs 26.51 pg/mL), IL-2 (7.6 pg/mL Vs 6.8 pg/mL), and TNF-&#x3b1; (39.1 pg/mL Vs 33.8 pg/mL), compared to TBI+ individuals alone. Furthermore, median concentrations were IL-17 (139.2 pg/mL Vs 119.0 pg/mL) and GM-CSF (21.08 pg/mL Vs 18.2 pg/mL) &#x2014;key cytokines involved in Th17-mediated immunity and granuloma integrity&#x2014;were also significantly reduced in the helminth-infected group.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Cytokine secretion profile in tuberculosis infected individuals with <italic>Ss</italic> infection. The figure illustrates the Type 1 and pro-inflammatory cytokine secretion profile in response to <italic>M. tuberculosis</italic> H37Rv in TBI+Hel+ and TBI+Hel- individuals. Cytokines including Interferon gamma (IFN&#x3b3;), Interleukin-2 (IL-2), Tumor necrosis factor alpha (TNF-&#x3b1;), Interleukin-17 (IL-17), Granulocyte macrophage colony-stimulating factor (GM-CSF), Interleukin-1 alpha (IL-1&#x3b1;), Interleukin-1 beta (IL-1&#x3b2;), Interleukin-6 (IL-6), Interleukin-12 (IL-12p70), Interleukin-18 (IL-18), were measured in the culture supernatant. Each data point represents an individual subject, with the bar indicating the geometric mean (GM) cytokine level. Statistical analysis was performed using the Mann&#x2013;Whitney U-test with Holm&#x2013;Bonferroni correction was used for all pairwise comparisons.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1735029-g003.tif">
<alt-text content-type="machine-generated">Violin plots depicting cytokine levels for IFN&#x3b3;, IL-2, TNF&#x3b1;, IL-17, GM-CSF, IL-1&#x3b1;, IL-1&#x3b2;, IL-6, IL-12p70, and IL-18. Data is compared between two groups: TBI + He+ and TBI+. Significant p-values are indicated for IFN&#x3b3;, IL-2, TNF&#x3b1;, IL-17, IL-1&#x3b1;, and IL-6. The y-axis represents concentrations in picograms per milliliter.</alt-text>
</graphic></fig>
<p>In addition to the suppression of adaptive immune responses, innate inflammatory cytokine production was also markedly impaired. Notably, levels of median concentration were IL-1&#x3b1; (179.7 pg/mL Vs 144.9 pg/mL) and IL-6 (201.2 pg/mL Vs 132.3 pg/mL), were significantly decreased in LTBI-helminth co-infected individuals following <italic>M. tuberculosis</italic> stimulation. Whereas IL-1&#x3b2; (16.8 pg/mL Vs 13.88 pg/mL), IL-12p70 (49.2 pg/mL Vs 43.8 pg/mL) and IL-18 (5.7 pg/mL Vs 5.3 pg/mL) levels were decreased in TBI- <italic>Ss</italic> co-infected individuals but did not show any significant difference when compared with TBI+ individuals alone. These cytokines are critical for early-phase immune activation and effective initiation of host defense mechanisms against TB. Together, these results indicate that <italic>Ss</italic> co-infection leads to broad immune suppression encompassing both innate and adaptive arms of the immune response to <italic>M. tuberculosis</italic>.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Enhanced type 2 and regulatory cytokine responses</title>
<p>Next, we evaluated the Th2 and regulatory cytokines following stimulation of PBMCs with <italic>Mycobacterium tuberculosis</italic> H37Rv to assess the impact of <italic>Ss</italic> co-infection in individuals with tuberculosis infection (TBI). In contrast, <italic>Ss</italic> infected individuals exhibited elevated levels of type 2 and regulatory cytokines, median concentrations were IL-4 (5.1 pg/mL Vs 7.1 pg/mL), IL-5 (21.2 pg/mL Vs 26.4 pg/mL), IL-10 (142.9 pg/mL Vs 204.3 pg/mL), and IL-13 (47.9 pg/mL Vs 50.6 pg/mL), following <italic>M. tuberculosis</italic> stimulation (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4</bold></xref>). These findings are consistent with a <italic>Ss</italic> induced immunological milieu that favors Th2 and regulatory responses, potentially at the cost of effective antimycobacterial immunity.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Type 2 cytokine secretion profile in tuberculosis infected individuals with <italic>Ss</italic> infection. The figure illustrates the Type 2 cytokine secretion profile in response to <italic>M. tuberculosis</italic> H37Rv in TBI+Hel+ and TBI+Hel- individuals. Interleukin-4 (IL-4), Interleukin-5 (IL-5), Interleukin-10 (IL-10), and Interleukin-13 (IL-13) were measured in the culture supernatant. Each data point represents an individual subject, with the bar indicating the geometric mean (GM) cytokine level. Statistical analysis was performed using the Mann&#x2013;Whitney U-test with Holm&#x2013;Bonferroni correction was used for all pairwise comparisons.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1735029-g004.tif">
<alt-text content-type="machine-generated">Violin plots showing cytokine levels for IL-4, IL-5, IL-10, and IL-13 between two groups, TBI+Hel+ and TBI+. Each plot includes data points, means, and significance levels. IL-4 and IL-5 show significant differences with p-values less than 0.0001 and 0.0002, respectively. IL-10 has a p-value of 0.0003, and IL-13 shows a p-value of 0.0468.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Principal component analysis of cytokine and MGIA responses</title>
<p>Principal component analysis (PCA) was performed to identify patterns of immune variation associated with helminth coinfection in TBI individuals (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5</bold></xref>). The first two components (PC1 and PC2) accounted for approximately 44.6% of the total variance (PC1: 28.6%, PC2: 16%), capturing the major immunological differences between the study groups. The PCA biplot showed distinct clustering between TBI and TBI<sup>+</sup>+Hel<sup>+</sup> group, indicating that <italic>Ss</italic> infection significantly altered the cytokine response network. Cytokines such as IL-4, IL-5, IL-10, and IL-13 loaded strongly on the positive axis of PC1, aligning with MGIA, and reflected a Th2/regulatory-dominant profile in helminth-infected individuals. In contrast, IL-17, IFN-&#x3b3;, IL-2, TNF-&#x3b1;, IL-1&#x3b1;, and IL-1&#x3b2; clustered negatively along PC1, representing Th1/Th17-associated inflammation characteristic of helminth-negative TBI cases. This segregation highlights that helminth infection promotes a systemic shift from Th1/Th17 to Th2/regulatory dominance, consistent with reduced mycobacterial control.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Principal component analysis (PCA) of cytokine and MGIA responses in tuberculosis-infected individuals with or without <italic>Ss</italic> co-infection. Principal component analysis (PCA) was performed using cytokine concentrations and Mycobacterial Growth Inhibition Assay (MGIA) values from tuberculosis-infected (TBI) individuals with helminth co-infection (TBI<sup>+</sup>+Hel<sup>+</sup>) and without (TBI). The first two principal components (PC1: 28.6%; PC2: 16%) together explained 44.6% of the total variance. The PCA biplot shows distinct clustering of TBI and TBI<sup>+</sup>+Hel<sup>+</sup> groups, indicating helminth-induced immune divergence. Cytokines associated with Th2/regulatory responses (IL-4, IL-5, IL-10, IL-13) clustered positively along PC1, aligning with MGIA values, while Th1/Th17-related cytokines (IL-17, IFN-&#x3b3;, IL-2, TNF-&#x3b1;, IL-1&#x3b1;, IL-1&#x3b2;) loaded negatively. The segregation suggests that helminth infection reprograms cytokine networks from Th1/Th17-dominant toward Th2/regulatory-dominant profiles, consistent with reduced mycobacterial growth control.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1735029-g005.tif">
<alt-text content-type="machine-generated">Scatter plot showing two groups: TBI in red and TBI+Hel+ in blue. Data points are distributed across two components. Component 1 explains 28.6 percent and Component 2 explains 16 percent of the variance.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_7">
<label>3.7</label>
<title>Relationship between the levels of MGIA and cytokines</title>
<p>Correlation analysis between cytokine profiles and Mycobacterial Growth Inhibition Assay (MGIA) responses in tuberculosis-infected (TBI) individuals with <italic>Ss</italic> co-infection (TBI<sup>+</sup>Hel<sup>+</sup>) revealed distinct immunological associations. As shown in <xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref> 3II, among the measured cytokines, IL-17 (r = &#x2013;0.3884, p = 0.0110), IL-1&#x3b1; (r = &#x2013;0.3537, p = 0.0371), and IL-1&#x3b2; (r = &#x2013;0.3950, p = 0.0189) displayed significant negative correlations with MGIA, suggesting that elevated levels of these proinflammatory mediators were associated with reduced mycobacterial growth control. Other Th1 cytokines such as IFN-&#x3b3;, IL-2, and TNF-&#x3b1; showed negative but non-significant trends with MGIA, while Th2 and regulatory cytokines (IL-4, IL-5, IL-10, IL-13) showed weak positive correlations, none reaching significance. Although some correlations reached statistical significance, the Spearman rho values were low, indicating that these associations are relatively weak and should be interpreted with caution. To further evaluate the independent contributions of cytokines and Ss-specific IgG to mycobacterial growth inhibition, all measured cytokines along with <italic>Ss</italic>-IgG were included in a multivariate regression model (<xref ref-type="table" rid="T3"><bold>Table&#xa0;3</bold></xref>). The model demonstrated that <italic>Ss</italic>-IgG, IL-17, IL-1&#x3b1;, and IL-1&#x3b2; remained negatively associated with MGIA values, while selected Type 2 cytokines such as IL-5, IL-10, and IL-13 showed positive associations. These results indicate that despite the presence of inflammatory mediators, the functional ability to restrict mycobacterial growth is impaired in <italic>Ss</italic> -TBI co-infected individuals, pointing toward a qualitative imbalance rather than quantitative deficiency in cytokine responses.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Relationship between the levels of MGIA and cytokines.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Variables</th>
<th valign="middle" align="left">Spearman&#x2019;s p</th>
<th valign="middle" align="left">p-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">IFN&#x3b3; Vs MGIA</td>
<td valign="middle" align="center">-0.1115</td>
<td valign="middle" align="center">0.5231</td>
</tr>
<tr>
<td valign="middle" align="center">IL-2 Vs MGIA</td>
<td valign="middle" align="center">-0.2908</td>
<td valign="middle" align="center">0.0901</td>
</tr>
<tr>
<td valign="middle" align="center">TNFa Vs MGIA</td>
<td valign="middle" align="center">-0.1252</td>
<td valign="middle" align="center">0.4738</td>
</tr>
<tr>
<td valign="middle" align="center">IL-17 Vs MGIA</td>
<td valign="middle" align="center">-0.3884</td>
<td valign="middle" align="center">0.0110</td>
</tr>
<tr>
<td valign="middle" align="center">GM-CSF Vs MGIA</td>
<td valign="middle" align="center">-0.1350</td>
<td valign="middle" align="center">0.4394</td>
</tr>
<tr>
<td valign="middle" align="center">IL-1&#x3b1; Vs MGIA</td>
<td valign="middle" align="center">-0.3537</td>
<td valign="middle" align="center">0.0371</td>
</tr>
<tr>
<td valign="middle" align="center">IL-1&#x3b2; Vs MGIA</td>
<td valign="middle" align="center">-0.3950</td>
<td valign="middle" align="center">0.0189</td>
</tr>
<tr>
<td valign="middle" align="center">IL-6 Vs MGIA</td>
<td valign="middle" align="center">-0.0967</td>
<td valign="middle" align="center">0.5803</td>
</tr>
<tr>
<td valign="middle" align="center">Il-12 Vs MGIA</td>
<td valign="middle" align="center">-0.2039</td>
<td valign="middle" align="center">0.2401</td>
</tr>
<tr>
<td valign="middle" align="center">IL-18 Vs MGIA</td>
<td valign="middle" align="center">-0.1449</td>
<td valign="middle" align="center">0.4061</td>
</tr>
<tr>
<td valign="middle" align="center">IL-4 Vs MGIA</td>
<td valign="middle" align="center">0.1504</td>
<td valign="middle" align="center">0.3883</td>
</tr>
<tr>
<td valign="middle" align="center">IL-5 Vs MGIA</td>
<td valign="middle" align="center">0.1228</td>
<td valign="middle" align="center">0.4824</td>
</tr>
<tr>
<td valign="middle" align="center">IL-10 Vs MGIA</td>
<td valign="middle" align="center">0.3047</td>
<td valign="middle" align="center">0.0751</td>
</tr>
<tr>
<td valign="middle" align="center">IL-13 Vs MGIA</td>
<td valign="middle" align="center">0.1178</td>
<td valign="middle" align="center">0.5002</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p><xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref> Spearman&#x2019;s correlation between cytokine concentrations and mycobacterial growth inhibition assay (MGIA) responses in <italic>Ss</italic> &#x2013;TBI co-infection.</p></fn>
<fn>
<p>Spearman&#x2019;s rank correlation coefficients (r) were calculated to assess associations between plasma cytokine levels and MGIA responses in Tuberculosis-infected (TBI) individuals with <italic>Ss</italic> co-infection (TBI<sup>+</sup>+Hel<sup>+</sup>). Significant negative correlations were observed for IL-17 (r = &#x2013;0.3884, p = 0.0110), IL-1&#x3b1; (r = &#x2013;0.3537, p = 0.0371), and IL-1&#x3b2; (r = &#x2013;0.3950, p = 0.0189), indicating that elevated inflammatory cytokines correspond to reduced mycobacterial control. Other proinflammatory cytokines (IFN-&#x3b3;, IL-2, TNF-&#x3b1;) showed non-significant negative trends, while Th2/regulatory cytokines (IL-4, IL-5, IL-10, IL-13) demonstrated weak positive correlations. These patterns suggest that <italic>Ss</italic> co-infection alters immune functionality, shifting from protective Th1/Th17-driven responses to a Th2/regulatory-biased phenotype.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Multivariate regression model including <italic>Ss</italic>-IgG values.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Predictor variable</th>
<th valign="middle" align="center">&#x3b2; Coefficient</th>
<th valign="middle" align="center">95% CI</th>
<th valign="middle" align="center">p-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Ss-specific IgG (OD)</td>
<td valign="middle" align="center">+0.28</td>
<td valign="middle" align="center">0.12 &#x2013; 0.44</td>
<td valign="middle" align="center">0.001</td>
</tr>
<tr>
<td valign="middle" align="center">IFN&#x3b3;</td>
<td valign="middle" align="center">-0.10</td>
<td valign="middle" align="center">-0.30 &#x2013; 0.05</td>
<td valign="middle" align="center">0.18</td>
</tr>
<tr>
<td valign="middle" align="center">IL-2</td>
<td valign="middle" align="center">-0.14</td>
<td valign="middle" align="center">-0.33 &#x2013; 0.02</td>
<td valign="middle" align="center">0.09</td>
</tr>
<tr>
<td valign="middle" align="center">TNFa</td>
<td valign="middle" align="center">-0.12</td>
<td valign="middle" align="center">0.29 &#x2013; 0.04</td>
<td valign="middle" align="center">0.13</td>
</tr>
<tr>
<td valign="middle" align="center">IL-17</td>
<td valign="middle" align="center">-0.31</td>
<td valign="middle" align="center">-0.52 &#x2013; -0.10</td>
<td valign="middle" align="center">0.004</td>
</tr>
<tr>
<td valign="middle" align="center">IL-22</td>
<td valign="middle" align="center">-0.08</td>
<td valign="middle" align="center">-0.24 &#x2013; 0.05</td>
<td valign="middle" align="center">0.22</td>
</tr>
<tr>
<td valign="middle" align="center">GM-CSF</td>
<td valign="middle" align="center">-0.15</td>
<td valign="middle" align="center">-0.36 &#x2013; 0.01</td>
<td valign="middle" align="center">0.07</td>
</tr>
<tr>
<td valign="middle" align="center">IL-1&#x3b1;</td>
<td valign="middle" align="center">-0.22</td>
<td valign="middle" align="center">-0.40 &#x2013; -0.03</td>
<td valign="middle" align="center">0.025</td>
</tr>
<tr>
<td valign="middle" align="center">IL-1&#x3b2;</td>
<td valign="middle" align="center">-0.29</td>
<td valign="middle" align="center">-0.49 &#x2013; -0.08</td>
<td valign="middle" align="center">0.007</td>
</tr>
<tr>
<td valign="middle" align="center">IL-6</td>
<td valign="middle" align="center">-0.11</td>
<td valign="middle" align="center">-0.29 &#x2013; 0.03</td>
<td valign="middle" align="center">0.14</td>
</tr>
<tr>
<td valign="middle" align="center">Il-12</td>
<td valign="middle" align="center">-0.09</td>
<td valign="middle" align="center">-0.30 &#x2013; 0.04</td>
<td valign="middle" align="center">0.19</td>
</tr>
<tr>
<td valign="middle" align="center">IL-18</td>
<td valign="middle" align="center">-0.05</td>
<td valign="middle" align="center">-0.20 &#x2013; 0.09</td>
<td valign="middle" align="center">0.48</td>
</tr>
<tr>
<td valign="middle" align="center">IL-4</td>
<td valign="middle" align="center">+0.12</td>
<td valign="middle" align="center">-0.01 &#x2013; 0.28</td>
<td valign="middle" align="center">0.08</td>
</tr>
<tr>
<td valign="middle" align="center">IL-5</td>
<td valign="middle" align="center">+0.15</td>
<td valign="middle" align="center">0.02 &#x2013; 0.32</td>
<td valign="middle" align="center">0.03</td>
</tr>
<tr>
<td valign="middle" align="center">IL-10</td>
<td valign="middle" align="center">+0.18</td>
<td valign="middle" align="center">0.04 &#x2013; 0.33</td>
<td valign="middle" align="center">0.015</td>
</tr>
<tr>
<td valign="middle" align="center">IL-13</td>
<td valign="middle" align="center">+0.16</td>
<td valign="middle" align="center">0.01 &#x2013; 0.29</td>
<td valign="middle" align="center">0.04</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Regression coefficients represent estimated direction and magnitude of associations between cytokine levels and MGIA (log10 CFU). Ss-IgG values modelled as continuous OD units.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Our study demonstrates that helminth co-infection significantly compromises protective immune responses in individuals with tuberculosis infection (TBI). Our findings describe immune modulation associated specifically with <italic>Strongyloides stercoralis</italic> co-infection, as this was the only helminth species detected in the study population. Using a mycobacterial growth inhibition assay (MGIA), we observed impaired control of <italic>Mycobacterium tuberculosis</italic> (<italic>M.tb</italic>) H37Rv <italic>in vitro</italic> among TBI- <italic>Ss</italic> co-infected individuals compared to TBI+ individuals. This functional deficiency coincided with a shift in cytokine responses, characterized by reduced Th1, Th17, and innate proinflammatory cytokines, and enhanced Th2 and regulatory cytokine production.</p>
<p>Our data reveal that <italic>Ss</italic> co-infection in tuberculosis-infected individuals significantly alters hematological parameters. Although age, gender, and BMI were comparable between groups, TBI+ Hel+ individuals showed reduced hemoglobin and RBC levels, consistent with helminth-induced anemia due to chronic blood loss and iron deficiency (<xref ref-type="bibr" rid="B15">15</xref>). The decrease in lymphocyte counts may reflect helminth-driven immune modulation, where a shift from Th1 to Th2 responses suppresses cell-mediated immunity essential for controlling <italic>Mycobacterium tuberculosis</italic> (<xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>Conversely, eosinophil levels were significantly elevated in TBI+ Hel+ individuals, a hallmark of helminth infections. Eosinophilia is driven by IL-5 and other Th2 cytokines, which promote eosinophil proliferation and survival (<xref ref-type="bibr" rid="B17">17</xref>). Additionally, helminth-induced Th2 polarization can dampen protective Th1 responses against TB, potentially impairing host defense mechanisms (<xref ref-type="bibr" rid="B18">18</xref>). These data emphasize the importance of considering helminth co-infection in TB-endemic regions, as it may influence disease progression, immune response, and treatment outcomes.</p>
<p>Our data demonstrates that in individuals with tuberculosis infection (TBI), coexisting <italic>Strongyloides stercoralis</italic> infection has been associated with a significant decrease in antigen-specific type 1, type 17, and pro-inflammatory cytokine responses. While mitogen-induced responses remained unchanged. As expected, PHA stimulation did not reproduce the differences observed with TB antigen stimulation, likely because mitogenic activation bypasses antigen-specific pathways that are more susceptible to helminth-associated modulation. No additional antigenic stimuli were evaluated beyond QFT TB1/TB2 peptides and H37Rv lysate. Cytokine responses, while reduced overall in the <italic>Ss</italic> infected group, varied depending on whether stimulation was performed with QFT antigens or H37Rv.</p>
<p>The stronger group differences observed with TBAg2 likely reflect the broader CD4<sup>+</sup> and CD8<sup>+</sup> T-cell stimulation captured by the TB2 tube, which may be more sensitive to <italic>Ss</italic> associated immune suppression, including effects on IL-1 family cytokines. Decreased IL-1&#x3b1; and IL-1&#x3b2; indicate weakened innate inflammatory signaling, while decreased Th1 and Th17 cytokines emphasize compromised macrophage activation and early mucosal defense. Th1 cytokines such as IFN-&#x3b3;, IL-2, and TNF-&#x3b1; are critical for macrophage activation and granuloma maintenance, playing indispensable roles in controlling <italic>M.tb</italic> replication and dissemination (<xref ref-type="bibr" rid="B19">19</xref>) (<xref ref-type="bibr" rid="B20">20</xref>) (<xref ref-type="bibr" rid="B21">21</xref>). The observed reduction in these cytokines in helminth-infected individuals aligns with earlier reports suggesting helminth-driven suppression of Th1 responses (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>). Additionally, IL-17 and GM-CSF, both important for neutrophil recruitment and epithelial defense (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>), were significantly lower in helminth-co-infected individuals, suggesting impaired mucosal barrier integrity and granuloma function. Our findings align with those of Anwar et&#xa0;al. (<xref ref-type="bibr" rid="B26">26</xref>), who also reported reduced mycobacterial growth inhibition in individuals with predominantly <italic>Strongyloides stercoralis</italic> infection. In contrast, Shea et&#xa0;al. (<xref ref-type="bibr" rid="B27">27</xref>) observed improved MGIA in individuals with hookworm infection, which reverted to control levels following anthelmintic treatment. These contrasting results suggest that different helminth species may exert distinct effects on antimycobacterial immunity, and that helminth&#x2013;TB interactions are not uniform across infections.</p>
<p>Innate cytokines such as IL-1&#x3b1;, IL-1&#x3b2;, IL-6, IL-12p70, and IL-18 were also significantly reduced. These cytokines initiate and amplify early immune responses and are essential for bridging innate and adaptive immunity (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>). Suppression of these mediators by helminths may delay or dampen the immune priming necessary for robust anti-TB responses. In contrast, we observed elevated IL-4, IL-5, IL-10, and IL-13 in the helminth-infected group, consistent with a Th2/regulatory bias. Such cytokines promote tissue repair and immune regulation but can inhibit effective antimicrobial activity (<xref ref-type="bibr" rid="B30">30</xref>). Notably, IL-10 has been associated with TB reactivation and persistence due to its suppressive effect on macrophage and T-cell function (<xref ref-type="bibr" rid="B31">31</xref>). Recent studies further confirm that helminth infection induces a Th2/regulatory environment, characterized by increased IL-10 and impaired Th1/Th17 responses, which can compromise anti-mycobacterial immunity (<xref ref-type="bibr" rid="B5">5</xref>).</p>
<p>Our data extends our earlier finding that <italic>Ss</italic> infection exacerbates tuberculosis infection (TBI) by revealing that helminth co-infection is associated with both qualitative alterations in cytokine&#x2013;MGIA correlations and distinct immunological clustering by PCA. The significant negative associations between IL-17, IL-1&#x3b1;, and IL-1&#x3b2; and MGIA responses suggest that heightened inflammatory signaling is not protective but instead reflects immune dysregulation, leading to reduced bacterial control. Helminth infections are well known to induce Th2 and regulatory immune polarization, characterized by increased IL-4, IL-5, IL-10, and IL-13 production and expansion of T regulatory cells, which suppress Th1/Th17 effector responses critical for antimycobacterial immunity (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B36">36</xref>). The PCA-supported shift toward a Th2/regulatory cytokine signature further indicates that helminth co-infection reprograms immune homeostasis, promoting a milieu that favors chronic tolerance rather than pathogen clearance. Although IL-10 and IL-13 showed weak positive associations with MGIA, these likely represent compensatory anti-inflammatory feedback mechanisms that inadvertently dampen effective Th1-mediated protection. Collectively, these findings demonstrate that <italic>Ss</italic> infection skews host immunity away from protective Th1/Th17 balance, resulting in impaired functional control of <italic>Mycobacterium tuberculosis</italic>. This immune reprogramming may partly explain reduced vaccine responsiveness and poor TB outcomes in helminth-endemic settings (<xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B35">35</xref>). Multivariate model confirmed that <italic>Ss</italic> driven biomarkers such as <italic>Ss</italic> IgG, IL-17, IL-1&#x3b1;, and IL-1&#x3b2; contributed independently to impaired mycobacterial growth control, while elevated Type 2 cytokines (IL-5, IL-10, IL-13) showed positive associations with MGIA, further supporting a <italic>Ss</italic> associated shift away from protective Th1/Th17 pathways.</p>
<p>Our study has certain limitations. The sample size is relatively small. Furthermore, a causal relationship between <italic>Ss</italic> co-infection and compromised <italic>Mycobacterium tuberculosis</italic>-specific immunity cannot be inferred due to the cross-sectional design. Participants were not categorized by helminth species, burden, infection severity, or treatment history&#x2014;all of which are known to affect immune modulation. TBI controls were not included because the study focused on TBI cases, and TBI&#x2013;<italic>Ss</italic>+ individuals were rare in this population. Only the mycobacterial growth inhibition assay was used, without the use of complementary cellular assays like T-cell phenotyping or intracellular cytokine staining, and cytokine responses were evaluated at a single time point, which might not adequately capture the dynamic nature of immune responses.</p>
<p>Our study shows that shifting responses from proinflammatory Th1/Th17 to Th2/regulatory pathways, helminth co-infection reduces TB-specific immunity in TBI patients. These immune alterations may influence the performance of TB diagnostics and vaccines in helminth-endemic areas. Our findings emphasize the necessity of taking helminth burden into consideration when developing TB control strategies. They also highlight the significance of integrated intervention approaches and the need for further research to elucidate the mechanistic pathways that connect helminth infection, immune modulation, and TB risk.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.</p></sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>Ethical approval was obtained from the Institutional Review Boards of the National Institute of Allergy and Infectious Diseases (NIAID), USA, and the National Institute for Research in Tuberculosis (NIRT), India (NCT04813328, NCT04526613, NIRT-IEC 2020 033 and NIRT-IEC 2020 005). Written informed consent was obtained from all study participants. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p></sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>AR: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review and editing. BD: Investigation, Methodology, and Writing &#x2013; review and editing. AP: Investigation, Methodology and Writing &#x2013; review and editing. SM: Investigation, Methodology and Writing &#x2013; review and editing. SS: Data curation, Formal analysis, Methodology, Validation, Visualization, Writing &#x2013; review and editing. SB: Conceptualization, Funding acquisition, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; review and editing.</p></sec>
<ack>
<title>Acknowledgments</title>
<p>We thank Dr. M. Satiswaran, Dr. Sushmitha, and Dr. B. Suganthi and the staff members of the Department of Epidemiology, NIRT, Chennai, for their valuable assistance in recruiting the patients for this study. We thank the staff members of the Department of Bacteriology, NIRT for their invaluable support and guidance in this study.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p></sec>
<sec id="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p></sec>
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<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/63811">Christoph H&#xf6;lscher</ext-link>, Research Center Borstel (LG), Germany</p></fn>
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<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/404313">Hazel Marguerite Dockrell</ext-link>, University of London, United Kingdom</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1017763">Manuel Ritter</ext-link>, University Hospital Bonn, Germany</p></fn>
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