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<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.2025.1620545</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Case Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Immune-modulating therapy with granulocyte-macrophage colony-stimulating factor (GM-CSF) in refractory rhino-orbital-cerebral mucormycosis &#x2013; a case report</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Thayanantham</surname>
<given-names>Piremiya</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3145228/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kalin-Hajdu</surname>
<given-names>Evan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Dufresne</surname>
<given-names>Simon</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Dufresne</surname>
<given-names>Philippe J.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<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/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Viau-Lapointe</surname>
<given-names>Julien</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Tremblay</surname>
<given-names>Jan-Alexis</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3003759/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Universit&#xe9; de Montr&#xe9;al</institution>, <addr-line>Montr&#xe9;al, QC</addr-line>,&#xa0;<country>Canada</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>University ophtalmology center, H&#xf4;pital Maisonneuve-Rosemont</institution>, <addr-line>Montr&#xe9;al, QC</addr-line>,&#xa0;<country>Canada</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Division of Infectious Diseases and Medical Microbiology, Department of Medicine, H&#xf4;pital Maisonneuve-Rosemont</institution>, <addr-line>Montr&#xe9;al, QC</addr-line>,&#xa0;<country>Canada</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Laboratoire de sant&#xe9; publique du Qu&#xe9;bec, Institut national de sant&#xe9; publique du Qu&#xe9;bec</institution>, <addr-line>Sainte-Anne-de-Bellevue, QC</addr-line>,&#xa0;<country>Canada</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Division of Critical Care Medicine, Department of Medicine, H&#xf4;pital Maisonneuve-Rosemont</institution>, <addr-line>Montr&#xe9;al, QC</addr-line>,&#xa0;<country>Canada</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/148974/overview">Ilse Denise Jacobsen</ext-link>, Leibniz Institute for Natural Product Research and Infection Biology, Germany</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/632572/overview">Hossein Zarrinfar</ext-link>, Mashhad University of Medical Sciences, Iran</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/955897/overview">Victoriano Garre</ext-link>, University of Murcia, Spain</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jan-Alexis Tremblay, <email xlink:href="mailto:janalexis.tremblay@gmail.com">janalexis.tremblay@gmail.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1620545</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>04</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Thayanantham, Kalin-Hajdu, Dufresne, Dufresne, Viau-Lapointe and Tremblay.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Thayanantham, Kalin-Hajdu, Dufresne, Dufresne, Viau-Lapointe and Tremblay</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>This report outlines the case of a woman with rhino-orbital-cerebral mucormycosis following diabetic ketoacidosis, refractory to systemic and local antifungal treatment as well as repeated extensive sinonasal debridement. Adjunctive Granulocyte-Macrophage Colony-Stimulating Factor (GM-CSF) therapy was associated with significant clinical improvement. This treatment restored visual acuity, and the excellent outcomes were maintained at the 24-month follow-up. This is the first report of successful use of a short course (5 days) of GM-CSF for refractory rhino-orbital cerebral mucormycosis in an adult patient after diabetic ketoacidosis, highlighting the therapeutic potential of this pragmatic approach.</p>
</abstract>
<kwd-group>
<kwd>mucormycosis</kwd>
<kwd>GM-CSF</kwd>
<kwd>immunomodulation</kwd>
<kwd>mucorales</kwd>
<kwd>case report</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="17"/>
<page-count count="5"/>
<word-count count="1813"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Microbial Immunology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Mucormycosis is an invasive fungal infection caused by Mucorales fungi (<xref ref-type="bibr" rid="B1">1</xref>). These opportunistic pathogens primarily affect individuals with compromised immunity, such as those with uncontrolled diabetes, hematologic malignancies, organ transplants, or those on immunosuppressive therapies (<xref ref-type="bibr" rid="B2">2</xref>). Prompt extensive sinonasal debridement, antifungal treatment and reversal of underlying immunosuppression represents the backbone of management (<xref ref-type="bibr" rid="B3">3</xref>). Despite optimal care, patients with severe mucormycosis infection face dismal outcomes, with mortality rates ranging from 70 to 90% (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B4">4</xref>). Early recognition is paramount, as delayed diagnosis is associated with increased mortality (<xref ref-type="bibr" rid="B5">5</xref>).</p>
<p>Diabetic ketoacidosis is a well-established risk factor for mucormycosis, primarily because of impairment of chemotaxis and phagocytic functions in myeloid cells under conditions of hyperglycemia and acidosis (<xref ref-type="bibr" rid="B6">6</xref>). Elevated levels of free ferric iron also contribute to the proliferation of Mucorales species. Furthermore, critically ill patients with a severe infection can develop secondary immune dysfunction, a state of exhaustion of the immune system with profoundly dysregulated host responses (<xref ref-type="bibr" rid="B7">7</xref>). This immune dysfunction may contribute to progression of mucormycosis, even after the underlying triggers have been addressed and appropriate antimicrobial and surgical interventions have been implemented (<xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>Granulocyte-Macrophage Colony-Stimulating Factor (GM-CSF) is an immunomodulatory cytokine produced by various circulating and tissue-resident immune cells. It promotes the maturation and phagocytic functions of granulocytes and monocytes. Adjunctive immunotherapy with GM-CSF can stimulate the immune system in critically ill patients and has been previously reported as successful in various severe fungal infections (<xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>We report the use of GM-CSF as an adjunct therapy in the management of a severe, refractory case of rhino-orbital cerebral mucormycosis after diabetic ketoacidosis.</p>
</sec>
<sec id="s2">
<title>Case description</title>
<p>A 51-year-old female with no significant past medical history presented with severe diabetic ketoacidosis (DKA) as the initial manifestation of latent autoimmune diabetes (LADA). After her ketoacidosis was corrected on day 2 of admission, she developed acute left periorbital edema, along with pain and erythema (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). She was admitted to the intensive care unit (ICU).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Timeline of clinical events and interventions in a case of severe rhino-orbital cerebral mucormycosis. ICU, Intensive Care Unit; MRI, Magnetic Resonance Imaging; HM, Hand Motion.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1620545-g001.tif">
<alt-text content-type="machine-generated">Timeline chart depicting a medical case of diabetic ketoacidosis with mucormycosis complications. Events include ICU admission, signs of infection, and Rhizopus identification by day nine. Additional notes on surgical debridements and medication administration such as Amphotericin-B, Isavuconazole, and GM-CSF are shown. Clinical improvements lead to discharge by day forty-nine with normal vision and eye movements by month six.</alt-text>
</graphic>
</fig>
<p>Initial evaluation and Computed Tomography (CT) imaging suggested orbital cellulitis and sinusitis. She was started on broad-spectrum antibiotics and empirical intravenous liposomal amphotericin B at a daily dose of 5 mg/kg. Endoscopic sinus surgery was performed, and tissue samples were collected for microbiological analysis.</p>
<p>Direct microscopic examination with calcofluor white stain revealed non-septate hyphae consistent with Mucorales species, with cultures demonstrating colony morphology and microscopic features consistent with <italic>Rhizopus</italic> species (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Genomic sequence-based analysis was performed at our reference laboratory and identified the species as <italic>Rhizopus delemar</italic> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material S1</bold>
</xref>, sequences deposited as GenBank accession records PX026267 and PX026291). Antifungal susceptibility testing with broth microdilution revealed high minimal inhibitory concentrations (MIC) to isavuconazole and posaconazole (&gt;8 mg/l and &gt;16 mg/l, respectively), and lower MIC to amphotericin B (1 mg/l).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>
<bold>(A)</bold> Macroscopic appearance of the isolate, subcultured on Potato Dextrose Agar and grown for 3 days at 30&#xb0;C, showing a rapidly growing, woolly, grayish brown colony typical of Mucoralean fungi. <bold>(B)</bold> Microscopic features of the isolate using lactophenol cotton blue preparation (at 400X magnification), showing large ribbon-like pauciseptate hyphae (asterisk sign), unbranched sporangiosphore with lack of apophysis under sporangia (thin arrow) and large rhizoids (bold arrow). <bold>(C, D)</bold> MRI findings on day 18 of severe rhino-orbital cerebral mucormycosis. T2 signal hyperdense abnormalities of the optic nerve secondary to ischemic neuropathy. Perineural extension with infiltration of the orbital apex, the orbital fissure, and the cavernous sinus.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1620545-g002.tif">
<alt-text content-type="machine-generated">Four-panel image: Panel A shows a petri dish with a microbial culture. Panel B depicts a microscopic view of fungal hyphae with arrows pointing to specific structures. Panels C and D display MRI scans of the brain, highlighting the eye sockets and surrounding tissues.</alt-text>
</graphic>
</fig>
<p>The patient&#x2019;s condition rapidly deteriorated. She developed decreased alertness and worsening periorbital swelling. Repeat CT showed increased retroseptal infiltration and over the next two weeks, the patient continued to decline, with increasing edema and reduced eye movements. Intravenous isavuconazole was added at a dose of 200 mg intravenously every 8 hours, and intravenous liposomal amphotericin B was increased to 10 mg/kg/day. Retrobulbar liposomal amphotericin B (3 mg) was also administered daily for 3 days by the ophthalmology team.</p>
<p>Despite tight glycemic control, optimal antifungal treatment, and extensive sinonasal endoscopic debridement on days 5, 9, and 17, the second Magnetic Resonance Imaging (MRI) on day 18 after admission revealed worsening optic nerve involvement and leptomeningeal enhancement (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). The patient&#x2019;s condition continued to decline, with visual acuity dropping to hand motion in the left eye, limitations in extraocular movements, and further central nervous system involvement noted on repeat imaging the following week.</p>
<p>Exenteration was discussed as a potential option, but the patient refused any further surgical intervention. Repeat retrobulbar liposomal amphotericin B injections were also considered but were deemed inappropriate due to worsening orbital edema and chemosis.</p>
<p>Due to the patient&#x2019;s lack of response to combined antifungal therapy, refusal of further surgery and overall poor prognosis, the decision was made to offer immune adjuvant therapy. Granulocyte-Macrophage Colony-Stimulating Factor (GM-CSF, sargramostim/leukine, Partner Therapeutics Inc) was introduced at a dose of 250 mcg (1 ml) subcutaneously daily for 5 days (days 29 to 33 after admission). No fever or other adverse events were noted.</p>
<p>One week following GM-CSF treatment, the patient showed significant clinical improvement, with reduction in pain and edema of the periorbital region and stabilization of central nervous system involvement on MRI. No adverse effects were noted. Two weeks after completing GM-CSF treatment and 49 days after admission, the patient was discharged successfully, with a 6-month course of oral isavuconazole. She declined to undergo subsequent control MRIs at follow-up. Two years after discharge, her ophthalmologic evaluation was normal with 20/20 visual acuity, normal eye movements and no residual proptosis.</p>
</sec>
<sec id="s3" sec-type="discussion">
<title>Discussion</title>
<p>Mucormycosis is a highly morbid and often fatal fungal infection. Incidence of mucormycosis has been rising in the last few years, possibly due to increased awareness, more frequent use of immunosuppressive drugs and, recently, the COVID pandemic (<xref ref-type="bibr" rid="B10">10</xref>). Rhino-orbital cerebral involvement is mostly observed in individuals with poorly controlled diabetes mellitus, particularly during ketoacidosis (<xref ref-type="bibr" rid="B11">11</xref>). In contrast, patients with hematological malignancies and organ transplant recipients often present with pulmonary involvement and disseminated infections (<xref ref-type="bibr" rid="B2">2</xref>). <italic>Rhizopus arrhizus</italic> (formerly <italic>Rhizopus oryzae</italic>) is one of the most common agents of mucormycosis worldwide (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). <italic>Rhizopus delemar</italic> is considered a variant of this species (<italic>R. arrhizus</italic> var. <italic>delemar</italic>), although some experts argue it represents a distinct species. Its epidemiology and specific virulence remain poorly defined due to the limited availability of species-level identification in most mucormycosis cases (<xref ref-type="bibr" rid="B14">14</xref>). While its taxonomic classification remains under debate, multiple reports have shown that this species or variant exhibits high MICs for posaconazole and isavuconazole (<xref ref-type="bibr" rid="B15">15</xref>) as seen with our isolate.</p>
<p>Management principles for rhino-orbital mucormycosis include prompt extensive sinonasal debridement and antifungal therapy, mainly with liposomal amphotericin B (AmB). Posaconazole and isavuconazole are recommended as salvage therapy in patients who cannot be treated with AmB. Despite the paucity of prospective clinical data, antifungal combination therapy (amphotericin B + posaconazole or isavuconazole) is widely used (<xref ref-type="bibr" rid="B3">3</xref>). Extensive repetitive surgical debridement of all necrotic sinonasal tissue is also necessary to halt the progression of mucormycosis and increase the effectiveness of antifungal therapy. Exenteration of infected orbital tissue has not been shown to improve survival, but is still suggested if orbital necrosis is present on imaging (<xref ref-type="bibr" rid="B16">16</xref>). In contrast, when the orbit remains vitalized, there has been an increasing trend towards retrobulbar AmB with promising results (<xref ref-type="bibr" rid="B16">16</xref>). However, even with these combined medical and surgical interventions, mortality rates for rhino-orbital cerebral mucormycosis remain as high as 62%, with little progress in improving survival over the past two decades (<xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>GM-CSF has been described as a potent strategy in multiple retrospective studies of patients with severe refractory infections, with seemingly good outcomes notably in patients with severe fungal infections (<xref ref-type="bibr" rid="B9">9</xref>). A recent systematic review (<xref ref-type="bibr" rid="B17">17</xref>) highlights the potential role of immune-adjuvant therapy with GM-CSF in invasive fungal diseases, with a reported overall response rate of 82% in 65 published cases. Of these, 13 patients received GM-CSF for an infection caused by Mucorales species, of which 6 had specifically a rhino-orbital-cerebral infection. Interestingly, all these cases underwent longer duration of GM-CSF treatment, ranging from 20 days to as long as 7 months. The presented case is, to our knowledge, the first to show a clinical response after a shorter course (5 days) of treatment, which emphasizes its potential role as a pragmatic and feasible strategy for such patients. All these findings suggest that GM-CSF can help restore granulocyte and myeloid cell function, which can tip the immune host response towards staving off and eventually clearing off the infection completely, in a context of underlying immune exhaustion.</p>
<p>While the patient&#x2019;s significant improvement following GM-CSF treatment is noteworthy, it&#x2019;s important to recognize that we cannot definitively determine how much GM-CSF contributed to her recovery, due to the interplay of various treatment modalities and the timing of administration. Further studies are needed to confirm its role in the management of severe mucormycosis.</p>
</sec>
<sec id="s4" sec-type="conclusion">
<title>Conclusion</title>
<p>This is the first report of successful use of a short course of GM-CSF for refractory rhino-orbital cerebral mucormycosis in an adult patient after diabetic ketoacidosis. Leveraging the host response with immunomodulatory therapies like GM-CSF shows promise as an adjunct to antifungal and surgical management for severe, refractory mucormycosis.</p>
<p>As this is a single case report, additional data from larger studies are essential to better understand the role of GM-CSF in the management of such cases. Future strategies for improving mucormycosis management should involve a multifaceted approach, targeting both the pathogen&#x2019;s virulence mechanisms and enhance the host&#x2019;s immune capabilities, thereby opening new therapeutic avenues for these vulnerable patients.</p>
</sec>
<sec id="s5">
<title>Patient perspective</title>
<p>At last follow-up, after the patient was asked for her written informed consent to describe her case, she expressed her gratitude towards the team and her enthusiasm for the GM-CSF treatment she received at a moment of great incertitude regarding her own survival. She specifically asked us to publish her case to make this therapy known and to encourage further research on immune adjuvant treatment in mucormycosis infections.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>This study was approved by the Comit&#xe9; d&#x2019;&#xe9;thique de la recherche (CER) CIUSSS de l&#x2019;Est-de-l&#x2019;&#xee;le-de-Montr&#xe9;al, and was conducted in accordance with the local legislation and institutional requirements. Written informed consent was obtained from the individual for the publication of data included in this article.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>PT: Writing &#x2013; original draft, Data curation, Conceptualization, Writing &#x2013; review &amp; editing. EK-H: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft. SD: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. PD: Data curation, Validation, Investigation, Writing &#x2013; review &amp; editing. J-VL: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft. J-AT: Writing &#x2013; review &amp; editing, Conceptualization, Writing &#x2013; original draft, Supervision.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, and/or publication of this article.</p>
</sec>
<sec id="s10" 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="s11" 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>
<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="s12" 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="s13" 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.2025.1620545/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2025.1620545/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
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