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<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.2025.1531145</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>T cell exhaustion in pediatric B-ALL: current knowledge and future perspectives</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Atre</surname>
<given-names>Tanmaya</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/848753/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
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<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" corresp="yes">
<name>
<surname>Reid</surname>
<given-names>Gregor S. D.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref> <xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3055772/overview"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Michael Cuccione Childhood Cancer Research Program, BC Children&#x2019;s Hospital Research Institute</institution>, <addr-line>Vancouver, BC</addr-line>, <country>Canada</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Pediatrics, University of British Columbia</institution>, <addr-line>Vancouver, BC</addr-line>, <country>Canada</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Shahram Salek-Ardakani, Inhibrx, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Vera Muench, Ulm University Medical Center, Germany</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Gregor S. D. Reid, <email xlink:href="mailto:gregor.reid@ubc.ca">gregor.reid@ubc.ca</email>
</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2020;ORCID: Gregor S.D. Reid, <uri xlink:href="https://orcid.org/0000-0002-7567-3424">orcid.org/0000-0002-7567-3424</uri>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>05</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1531145</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>05</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Atre and Reid</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Atre and Reid</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>B-cell acute lymphoblastic leukemia (B-ALL) is the most common pediatric malignancy, accounting for 20-25% of all new cancer diagnoses in North American children each year. The leukemia arises, most commonly after a latency of 3&#x2013;5 years, from a preleukemic B cell precursor population generated <italic>in utero</italic>. Despite the generally low immunogenicity of B-ALL cells, emerging evidence implicates T cell exhaustion - a state marked by sustained expression of inhibitory receptors and progressive functional decline - as a contributor to disease progression. Expression of inhibitory receptors is frequently detected on T cells from children with B-ALL at diagnosis and during therapy. As T cell exhaustion presents an actionable target for enhancing protective immune activity, in this review we summarize evidence from both clinical and pre-clinical settings for T cell exhaustion during pediatric B-ALL progression and discuss the opportunities and challenges to incorporating immune checkpoint blockade into pediatric B-ALL therapy regimens.</p>
</abstract>
<kwd-group>
<kwd>pediatric B cell precursor acute lymphoblastic leukemia</kwd>
<kwd>T cell exhaustion (Tex)</kwd>
<kwd>bispecific T cell engager (BiTE)</kwd>
<kwd>chimeric antigen receptor (CAR T)</kwd>
<kwd>immune checkpoint inhibition</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="131"/>
<page-count count="10"/>
<word-count count="4837"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Cancer Immunity and Immunotherapy</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>T cell activation is initiated when T cell receptor (TCR) engagement with peptide-MHC complexes on antigen-presenting cells (APC) (signal 1) is accompanied by co-stimulatory signals (signal 2) and cytokine support (signal 3). This coordinated signaling cascade drives lymphocyte activation, proliferation, and differentiation that mediates antigen clearance (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Typically, immune checkpoints (IC) then regulate the immune response by engaging with inhibitory receptors on activated T cells (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>). The timing and balance of stimulatory and inhibitory signals influences the quality and duration of T cell responses (<xref ref-type="bibr" rid="B5">5</xref>). However, in cases where antigen clearance is not achieved, prolonged T cell stimulation can lead to an altered differentiation state, known as &#x2018;<italic>exhaustion</italic>&#x2019; (<xref ref-type="bibr" rid="B6">6</xref>). T cell exhaustion is characterized by sustained upregulation and co-expression of multiple inhibitory IC receptors, along with transcriptional (<xref ref-type="bibr" rid="B7">7</xref>), metabolic (<xref ref-type="bibr" rid="B8">8</xref>), and epigenetic modifications (<xref ref-type="bibr" rid="B9">9</xref>), resulting in a progressive loss of effector function in antigen-specific T cells (<xref ref-type="bibr" rid="B10">10</xref>). The accumulation of exhausted T cells is observed in many cancers (<xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>The genomic alterations that drive tumor formation can lead to the generation of immunogenic neoantigens (<xref ref-type="bibr" rid="B12">12</xref>). Through iterations of the tumor-immune cycle, recognition of these altered-self epitopes by the adaptive immune system can initiate and maintain immune responses that exert ongoing immunosurveillance (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). However, if these responses fail to eliminate the nascent tumor, exposure to an increasing burden of neoantigens can lead to T cell exhaustion and downregulation of protective immune activity, leading to tumor progression (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). The development of immune checkpoint blockade (ICB) therapy to overcome inhibitory signaling pathways and re-establish T cell-mediated anti-tumor activity has markedly transformed the therapeutic landscape for several human malignancies (<xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B19">19</xref>). While outcomes achieved with ICB therapy have been unprecedented, there is a growing recognition from adult cancer studies that properties of the patient&#x2019;s immune system can significantly influence the outcome of these therapies (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). Whether these same immune variables will modulate responses to ICB in pediatric cancer patients remains largely unknown.</p>
<p>Pediatric cancers generally exhibit a lower tumor mutation burden (TMB) than adult cancers (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>), likely resulting in reduced neoantigen-driven immune stimulation and infiltration. Notably, ICB treatment responses are strongest for those rare pediatric cancers that possess TMB approaching or exceeding those of adult tumors (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). Furthermore, many pediatric malignancies, such as B cell acute lymphoblastic leukemia (B-ALL), neuroblastoma, Wilm&#x2019;s tumor, and medulloblastoma, have a prenatal origin and manifest in early childhood following a relatively short latency period (<xref ref-type="bibr" rid="B27">27</xref>). Fetal and neonatal development are times of extensive immune tolerance induction (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>), suggesting that the early genetic alterations driving pediatric cancers may evade immune detection. Given these potential constraints on the effectiveness of checkpoint inhibition in the setting of childhood cancer, this review examines the evidence supporting the application of ICB therapy to improve outcomes for children with B-ALL, the most common of the prenatally initiated pediatric cancers (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>T cell exhaustion in pediatric B-cell acute lymphoblastic leukemia (B-ALL). Exhausted T cells can be detected and targeted at various timepoints during B-ALL progression: <bold>(A)</bold> Diagnosis: Exhausted T cells in bone marrow aspirates from patients at diagnosis express multiple inhibitory receptors such as PD-1,TIM-3 and CTLA-4, which impair T cell function. These receptors interact with their respective ligands expressed on leukemia blasts, contributing to immune evasion. <bold>(B)</bold> Remission: When leukemia burden is reduced to minimal residual disease (MRD) levels by induction chemoptherapy, there is an opportunity to restore anti-leukemia immunity. At this stage, immune checkpoint inhibitors - e.g. anti-PD-1 and anti-CTLA-4 antibodies (Abs) - may reinvigorate T cells, especially when combined with approved immunotherapies such as CD3/CD19 bispecific T cell engagers. <bold>(C)</bold> Relapse: CAR-T cells show an exhausted phenotype, characterized by high expression of inhibitory receptors including PD-1, TIM-3, LAG-3, and CTLA-4, at various times during production and application. ICB may enhance CAR-T functionality, but the optimal timing to achieve this remains to be determined. Abbreviations &#x2013; Minimal residual disease (MRD); Bispecific T cell engager (BiTE); Chimeric antigen receptor (CAR); red blood cell (RBC); antibody (Ab).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1531145-g001.tif"/>
</fig>
</sec>
<sec id="s2">
<label>2</label>
<title>B-ALL immunogenicity</title>
<p>B-ALL comprises a heterogeneous group of malignancies characterized by the uncontrolled proliferation of B cell progenitors within the bone marrow (<xref ref-type="bibr" rid="B30">30</xref>). It is the most common pediatric malignancy, accounting for almost a quarter of childhood cancer cases worldwide (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>). While the incidence of B-ALL peaks between 3 and 5 years of age, the initiating event usually occurs <italic>in utero</italic>: more than 70% of patients have detectable leukemia-initiating cytogenetic abnormalities at birth (<xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B37">37</xref>). Full transformation to overt leukemia requires additional genetic lesions to occur within the early arising preleukemic population (<xref ref-type="bibr" rid="B38">38</xref>). Treatment advancements have significantly improved outcomes for children with B-ALL, with the current 5-year event-free survival rate exceeding 85% in North America (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>). Nevertheless, around 20% of patients will remain unresponsive to initial therapy or experience relapse (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>). For these patients, targeted immune therapies, such as chimeric antigen receptor (CAR) T cells and bi-specific T cell engagers (BiTE), offer considerable hope (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>). However, achieving more durable responses with these novel treatments has emerged as a clinical imperative (<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B46">46</xref>).</p>
<p>The mutation burden in pediatric B-ALL is relatively low, ranging from 0.15 to 0.66 single nucleotide variants (SNVs) per megabase (<xref ref-type="bibr" rid="B22">22</xref>), a frequency predicted to result in relatively few neoantigens (<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B48">48</xref>). Additionally, B-ALL blasts often lack or have limited expression of essential co-stimulatory molecules, including CD80 and CD86 (<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B50">50</xref>). The combination of weak neoantigen expression and poor co-stimulation is predicted to favor induction of T cell anergy over activation. Consistent with this prediction, early studies reported that antigen presentation by B-ALL blasts often induces T cell deletion or anergy (<xref ref-type="bibr" rid="B51">51</xref>&#x2013;<xref ref-type="bibr" rid="B54">54</xref>). The low immunogenicity of B-ALL, however, is not absolute, as ALL-specific CD4+ and CD8+ T cell responses can be generated under experimental conditions, indicating that the leukmeic blasts can present immunogenic epitopes (<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B56">56</xref>). Subsequent research demonstrated that 88% of B-ALL cases contain at least one predicted neoepitope (<xref ref-type="bibr" rid="B48">48</xref>). Further, leukemia antigen-specific T cells can be generated from pediatric B-ALL patients during maintenance therapy, and these T cells exhibited cytotoxicity against autologous leukemia cells (<xref ref-type="bibr" rid="B57">57</xref>). High-throughput studies further support this finding, showing that CD8+ T cells from patients with B-ALL can recognize and respond to neoantigens derived from fusion proteins, such as ETV6::RUNX1 (<xref ref-type="bibr" rid="B58">58</xref>)</p>
<p>Mouse models of B-ALL further support the feasibility of T cell-mediated control over leukemia, although these studies rely primarily on leukemia transplant approaches that do not capture the potential impact of neonatal tolerance. In a recent study using a murine <italic>Arf</italic>
<sup>&#x2212;/&#x2212;</sup> <italic>Bcr</italic>-<italic>Abl1</italic> mouse model, BCR<italic>::</italic>ABL1-specific CD4+ memory T cells played a protective role, with T cell depletion drastically increasing leukemia outgrowth after dasatinib or cytotoxic chemotherapy (<xref ref-type="bibr" rid="B59">59</xref>). Similarly, protective T cell responses are generated by toll-like receptor-mediated immune modulation in the E&#x3bc;-ret model of hyperdiploid B-ALL (<xref ref-type="bibr" rid="B60">60</xref>). In addition, evidence that tolerance mechanisms affect the durability of T cell-mediated protection against E&#x3bc;-ret B-ALL outgrowth has been reported, suggesting that secondary, less immunogenic antigens might contribute to anti-leukemia T cell activity (<xref ref-type="bibr" rid="B61">61</xref>). However, the contribution of such antigens to ongoing immunosurveillance prior to disease presentation remains unknown.</p>
<p>Collectively, findings support a model of B-ALL progression in which an <italic>in utero</italic>-generated preleukemic cell population persists due to the undermining of effective immunosurveillance against the driver mutation by early-life tolerance mechanisms. The occurrence of secondary genomic lesions in preleukemic cells drives transformation but may also induce neoantigen-targeted immune responses against the emerging leukemia cells. According to this model, if T cell exhaustion is a pathway that enables immune escape and the emergence of overt leukemia, B-ALL blasts and patient T cells should be characterized by the expression of inhibitory IC molecules.</p>
</sec>
<sec id="s3">
<label>3</label>
<title>Clinical evidence of T cell exhaustion in pediatric B-ALL</title>
<p>The expression of exhaustion markers at various timepoints during pediatric B-ALL progression has been reported, summarized in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. At diagnosis, there is an upregulation of IC receptors on patient T cells and their corresponding ligands on B-ALL blasts (<xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B71">71</xref>&#x2013;<xref ref-type="bibr" rid="B73">73</xref>). Elevated expression of PD-1 and CTLA-4 have been observed on both &#x3b1;&#x3b2;+ and &#x3b3;&#x3b4;+ T cells in newly diagnosed ALL patients prior to chemotherapy (<xref ref-type="bibr" rid="B62">62</xref>). Notably, higher CTLA-4 levels on &#x3b3;&#x3b4;+ T cells and CD86 expression on blasts has been linked to poor prognosis in high-risk B-ALL. Similarly, analysis of the bone marrow (BM) immune microenvironment in B-ALL showed increased expression of TIGIT, LAG3, and PD-1 on CD4+ and CD8+ T cells compared to healthy controls (<xref ref-type="bibr" rid="B63">63</xref>). In addition, several studies have reported upregulation of multiple immune checkpoint molecules at diagnosis across different compartments, including serum, peripheral blood mononuclear cells (PBMCs), and bone marrow mononuclear cells (BMMCs). These findings include elevated PD-L1 levels in the serum of children with ALL at diagnosis (<xref ref-type="bibr" rid="B67">67</xref>); upregulation of inhibitory molecules such as TIM-3, NR4A1, and BATF on CD8+ T cells in bone marrow aspirates from children with PAX5 mutation (<xref ref-type="bibr" rid="B64">64</xref>), and significantly higher TIM-3 mRNA expression in peripheral blood and BM of ALL patients (1.7- and 5-fold higher, respectively, compared to controls) (<xref ref-type="bibr" rid="B66">66</xref>). A bioinformatic analysis further suggested that increased expression of CD39, CTLA-4, TNFR2, TIGIT, and TIM-3 on Tregs and CD8+ T cells may contribute to disease progression (<xref ref-type="bibr" rid="B65">65</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Overview of exhaustion markers on T cells from pediatric B-ALL patients at diagnosis, during treatment, and at relapse.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Research study</th>
<th valign="middle" align="center">Disease stage (Dx or Relapse)</th>
<th valign="middle" align="center">Cell source (PB, PBMC, BMMNC)</th>
<th valign="middle" align="center">T cell subset</th>
<th valign="middle" align="center">Markers of exhaustion</th>
<th valign="middle" align="center">Clinical correlate</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B62">62</xref>)</td>
<td valign="middle" align="left">Newly diagnosed, prior to chemotherapy</td>
<td valign="middle" align="left">PBMC</td>
<td valign="middle" align="left">&#x3b1;&#x3b2; and &#x3b3;&#x3b4; T cells</td>
<td valign="middle" align="left">PD-1 and CTLA-4 expression higher on &#x3b1;&#x3b2; and &#x3b3;&#x3b4; T cells. The expression of CTLA-4 on &#x3b3;&#x3b4; T cells and B7-H2 ligand on blasts was higher in patients with high risk ALL.</td>
<td valign="top" align="left">Expression of CTLA-4 on &#x3b3;&#x3b4; T cells and PD-L1 on ALL blasts are associated with poor prognosis in B-ALL.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B63">63</xref>)</td>
<td valign="middle" align="left">Diagnosis</td>
<td valign="middle" align="left">BM aspirates, BM MNCs</td>
<td valign="middle" align="left">CD4+ and CD8+ T, Tregs</td>
<td valign="middle" align="left">Increased expression of TIGIT, LAG3 and PD-1 on CD4 and CD8+T cells. T cells also had a higher proportion of Foxp3 expressing Treg cells.</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B64">64</xref>)</td>
<td valign="middle" align="left">Not mentioned</td>
<td valign="middle" align="left">Bone marrow</td>
<td valign="middle" align="left">CD8+T cells</td>
<td valign="middle" align="left">Tim-3, NR4A1 and BATF were upregulated in Pax5 haploinsufficient tumors.</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B65">65</xref>)</td>
<td valign="middle" align="left">Not mentioned</td>
<td valign="middle" align="left">mRNA from PBMCs</td>
<td valign="middle" align="left">CD8+T cells, Tregs</td>
<td valign="middle" align="left">Tim-3, TIGIT and CTLA-4 are overexpressed in B-ALL patients.</td>
<td valign="top" align="left">Increased Treg cells as well as CD8+T cells expressing CD39, CTLA-4, TNFR2, TIGIT and Tim-3 favor B-ALL progression.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B66">66</xref>)</td>
<td valign="middle" align="left">Diagnosis</td>
<td valign="middle" align="left">PB and BM</td>
<td valign="middle" align="left">n/a</td>
<td valign="middle" align="left">Relative mRNA expression of Tim-3 in PB and BMMNCs was 1.7 and 5 times higher in ALL patients compared to HD.</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B67">67</xref>)</td>
<td valign="middle" align="left">Diagnosis</td>
<td valign="middle" align="left">Blood serum</td>
<td valign="middle" align="left">n/a</td>
<td valign="middle" align="left">Elevated PD-1 in the serum of children with ALL compared to healthy volunteers</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B68">68</xref>)</td>
<td valign="middle" align="left">Diagnosis</td>
<td valign="middle" align="left">PBMC</td>
<td valign="middle" align="left">CD8+T cells</td>
<td valign="middle" align="left">PD-1 was upregulated on CD8+T cells in B-ALL patients</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B69">69</xref>)</td>
<td valign="middle" align="left">End of induction chemotherapy</td>
<td valign="middle" align="left">Matched PB and BM samples</td>
<td valign="middle" align="left">CD8+T</td>
<td valign="middle" align="left">At end of induction therapy, CD8+T cells from the bone marrow upregulated PD-1</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B70">70</xref>)</td>
<td valign="middle" align="left">Newly diagnosed, prior to chemotherapy, 28 months after therapy and relapse.</td>
<td valign="middle" align="left">PB</td>
<td valign="middle" align="left">n/a</td>
<td valign="middle" align="left">sCTLA-4 was upregulated in the serum of patients with B-ALL. Expression of serum sCTLA-4 was higher at relapse and in patients who died from disease.</td>
<td valign="middle" align="left">High serum levels of sCTLA-4 and CD86 in B-ALL patients is a candidate parameter for poor prognosis.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B71">71</xref>)</td>
<td valign="middle" align="left">Relapse</td>
<td valign="middle" align="left">BM samples</td>
<td valign="middle" align="left">CD4+T cells</td>
<td valign="middle" align="left">Tim-3 is upregulated on CD4+T cells in patients with ALL</td>
<td valign="middle" align="left">Expression of Tim-3 on CD4+T cells is a risk factor for disease relapse.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B72">72</xref>)</td>
<td valign="middle" align="left">Diagnosis and Relapse</td>
<td valign="middle" align="left">PBMC or Blasts</td>
<td valign="middle" align="left">CD3+T cells</td>
<td valign="middle" align="left">Expression of PD-L1 was higher in relapse patients compared to diagnosis on ALL blasts. PD-1 and Tim-3 was elevated on patients T cells compared to control.</td>
<td valign="top" align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
<p>Elevated IC molecule expression continue to be detected after the initiation of B-ALL treatment. Evaluation of matched PB and BM samples from B-ALL patients post induction therapy indicated higher PD-1 expression on BM T cells, with PD-1 and LAG3 levels further upregulated on CD4+ and CD8+ T cells following ex vivo expansion (<xref ref-type="bibr" rid="B69">69</xref>). High circulating soluble CTLA-4 (sCTLA-4) levels have been detected in 70% of pediatric B-ALL patients with active disease (<xref ref-type="bibr" rid="B74">74</xref>), with elevated sCTLA-4 and CD86 levels associated with poor prognosis (<xref ref-type="bibr" rid="B70">70</xref>). In relapsed B-ALL following allogeneic hematopoietic stem cell transplantation (allo-HSCT), increased co-expression of PD-1 and TIM-3 on CD4+ and CD8+ T cells correlated with reduced proliferative capacity, cytokine production, and cytotoxic potential (<xref ref-type="bibr" rid="B73">73</xref>). Notably, the frequency of PD-1+TIM-3+ CD8+ T cells was lower in patients who achieved a complete remission. Lastly, while CD8+T cells are undoubtedly important mediators of anti-tumor immunity (<xref ref-type="bibr" rid="B75">75</xref>), recent studies suggest that exhausted CD4+ T cells may predict risk of relapse. In a study by Blaeschke et&#xa0;al., B-ALL was associated with a late-stage CD4+ phenotype, with high TIM-3 expression on BM CD4+ T cells correlating with a higher risk of relapse (<xref ref-type="bibr" rid="B71">71</xref>). Collectively, these findings suggest a functional relevance of IC expression on both CD4+ and CD8+ T cells during B-ALL development and relapse.</p>
</sec>
<sec id="s4">
<label>4</label>
<title>Pre-clinical support for functional T cell exhaustion in pediatric B-ALL</title>
<p>Preclinical studies using murine models of B-ALL have shed light on the role of ICs in disease progression. While exhausted CD8+ T cells are characterized by distinct functional, epigenetic and transcriptional features, many of these characteristics remain poorly defined for exhausted CD4+T cells. Recent work using primary patient samples and a murine model of Ph+ B-ALL have shown that phenotypic exhaustion predominantly occurs within a unique subset of CD4+ T cells (<xref ref-type="bibr" rid="B76">76</xref>). This subset, defined by its transcriptomic profile, displays hybrid functionality, exhibiting both cytotoxic and helper functions. In a syngeneic murine model of TCF3::PBX1 leukemia, an upregulation of PD-1, TIM-3, and LAG3 on CD4+ and CD8+ T cells was observed in the presence of leukemia (<xref ref-type="bibr" rid="B77">77</xref>). The resulting leukemia-induced T cell dysfunction was independent of TCR signaling and led to the generation of suboptimal autologous CAR-T cells, which were less effective in clearing leukemia blasts compared to CAR-T cells generated from na&#xef;ve mice.</p>
<p>Further research has indicated that inhibiting myeloid&#x2013;epithelial&#x2013;reproductive tyrosine kinase (MERTK), a gene linked to the induction of an antiapoptotic gene expression signature in B-ALL cells, decreased PD-1 expression on both CD4+ and CD8+ T cells, leading to enhanced T cell activation and anti-ALL immune activity (<xref ref-type="bibr" rid="B78">78</xref>). Similarly, IL-12-mediated leukemia clearance in a syngeneic murine model of B-ALL was dependent on T cell activity. T cells from mice that failed to achieve leukemia clearance exhibited expression of exhaustion-associated genes, including LAG3 and TIGIT (<xref ref-type="bibr" rid="B79">79</xref>). Lastly, in a syngeneic model of E&#x3bc;&#x2212;ret B-ALL, mice that failed to control non&#x2212;immunogenic wild&#x2212;type ALL blasts exhibited an upregulation of PD&#x2212;1 and CTLA&#x2212;4 on both CD4<sup>+</sup> and CD8<sup>+</sup> splenic T cells, whereas mice receiving B-ALL cells that express GFP/luciferase (which act as a model antigens) did not (<xref ref-type="bibr" rid="B80">80</xref>). This elevated checkpoint expression in non&#x2212;responders was accompanied by higher CD80 on conventional dendritic cells and increased PD&#x2212;L1 on plasmacytoid DCs. In contrast, T cells from leukemia&#x2212;responsive mice downregulated these inhibitory receptors, allowing effective DC maturation, IL&#x2212;12 production, and IFN&#x2212;&#x3b3; release by na&#xef;ve T cells against otherwise non&#x2212;immunogenic leukemia antigens. These results suggest that PD&#x2212;1 and CTLA&#x2212;4 inhibit epitope spreading and support combined checkpoint blockade strategies to broaden anti&#x2212;ALL immunity.</p>
<p>In summary, increasing evidence from both clinical and preclinical studies indicates that B-ALL progression is accompanied by impaired T cell function, characterized by the overexpression of multiple IC molecules. This finding has significant implications for the application of immune therapies to children with B-ALL.</p>
</sec>
<sec id="s5">
<label>5</label>
<title>Immune checkpoint blockade in B-ALL</title>
<p>The role for immune checkpoint pathways in cancer progression, and rationale for ICB therapy, was first identified when antibodies targeting CTLA-4 demonstrated efficacy in reducing melanoma tumor size in mice (<xref ref-type="bibr" rid="B81">81</xref>). This early discovery led to the development of ipilimumab, an anti-CTLA-4 monoclonal antibody (mAb) that became the first therapy to improve survival in patients with metastatic melanoma (<xref ref-type="bibr" rid="B82">82</xref>). PD-1 then emerged as another critical immune checkpoint. Anti-PD-1/PD-L1 therapies, such as pembrolizumab and nivolumab, showed promising efficacy in controlling tumor progression, leading to their approval in 2014 for metastatic melanoma (<xref ref-type="bibr" rid="B83">83</xref>, <xref ref-type="bibr" rid="B84">84</xref>). In general, ICB therapy with blocking mAbs has shown most success in solid tumors with high mutation loads, where it can achieve durable clinical responses (<xref ref-type="bibr" rid="B85">85</xref>). However, clinical efficacy is largely confined to a subset of patients (<xref ref-type="bibr" rid="B86">86</xref>). In the years since their approval, hundreds of clinical trials have explored the impact of ICB mAbs across diverse cancers, with varying degrees of success. In hematologic malignancies like B-ALL, the application of immune checkpoint inhibitors remains under investigation (<xref ref-type="bibr" rid="B87">87</xref>&#x2013;<xref ref-type="bibr" rid="B89">89</xref>).</p>
<p>Given the low TMB and minimal neoantigen-specific T cell generation in pediatric B-ALL, ICB alone was predicted to be insufficient to achieve meaningful therapeutic activity. However, the recent findings described above have challenged this notion, prompting a re-examination of anti-ALL T cell activity. Preclinical B-ALL models show early evidence that ICB, alone or combined, can induce remissions. For instance, CTLA-4 blockade in E&#x3bc;-ret mice, which are likely tolerized to antigens derived from the leukemia-driving transgene, enhanced immune control and extended survival by 50% (<xref ref-type="bibr" rid="B61">61</xref>). In a BCR::ABL+ ALL mouse model, PD-L1 blockade led to clonal expansion of leukemia-specific CD4+T cells with a helper/cytotoxic phenotype, while reducing exhaustion marker expression (<xref ref-type="bibr" rid="B76">76</xref>). Additionally, combining PD-L1 mAb with nilotinib, a tyrosine kinase inhibitor (TKI), significantly improved survival of BCR::ABL+ leukemia-bearing mice. Studies with dasatinib, another TKI, in combination with anti-PD-1 eliminated BCR::ABL+ ALL cells, prolonged survival, and induced anti-leukemic immune memory upon rechallenge in syngeneic mice (<xref ref-type="bibr" rid="B90">90</xref>). These intriguing findings suggest that the administration of ICB during standard therapy is worthy of thorough preclinical investigation. One key question is whether targeting established or emerging exhaustion pathways (during immune reconstitution following induction chemotherapy) can enhance immune-mediated clearance of residual disease (<xref ref-type="bibr" rid="B91">91</xref>). Notably, a Phase 2 study of pembrolizumab for treating minimal residual disease (MRD) in adults with B-ALL found limited clinical benefit from anti-PD-1 therapy in this setting (<xref ref-type="bibr" rid="B92">92</xref>). However, given the distinct differences in immune reconstitution and treatment responses between adults and children, investigating this approach in pediatric B-ALL remains warranted. Finally, although B-ALL is characterized by low TMB, levels vary across different B-ALL subtypes. For instance, KMT2A-rearranged (KMT2A-r) ALL typically exhibits a low TMB, whereas iAMP21 ALL tends to have a comparatively higher TMB (<xref ref-type="bibr" rid="B93">93</xref>&#x2013;<xref ref-type="bibr" rid="B95">95</xref>). Current data are insufficient to establish a clear association between TMB variations across B-ALL subtypes and their responsiveness to ICB therapy.</p>
</sec>
<sec id="s6">
<label>6</label>
<title>Integrating immune checkpoint blockade with approved immunotherapies</title>
<p>With the current shortage of empirical evidence supporting single-agent ICB use during pediatric B-ALL treatment, ongoing efforts are focused on exploring ICB in combination with other immunotherapies. Redirected T cell therapies, such as CAR-T and BiTE, facilitate cytotoxicity by directing autologous T cells toward leukemia cell surface antigens (<xref ref-type="bibr" rid="B96">96</xref>). Both CARs and BiTEs operate independently of the TCR and MHC molecules and rely on single-chain variable fragment (scFv) to recognize tumor-associated antigens (<xref ref-type="bibr" rid="B97">97</xref>). However, similar to peptide-specific T cells, continuous exposure of redirected T cells to tumor antigen can lead to T cell exhaustion (<xref ref-type="bibr" rid="B98">98</xref>), posing a significant challenge for both therapies. Emerging evidence supports that integration of ICB into these therapy protocols may achieve superior outcomes (<xref ref-type="bibr" rid="B99">99</xref>, <xref ref-type="bibr" rid="B100">100</xref>).</p>
<sec id="s6_1">
<label>6.1</label>
<title>
<italic>ICB with CD3/CD19 BiTE</italic>
</title>
<p>Blinatumomab, a CD3/CD19 BiTE, has notably improved outcomes for pediatric patients with relapsed or refractory (R/R) B-ALL and is now a frontline treatment option (<xref ref-type="bibr" rid="B101">101</xref>, <xref ref-type="bibr" rid="B102">102</xref>). As of 2025, it remains the only immunotherapy approved for pediatric B-ALL patients who are minimal residual disease (MRD) positive, showing promise in low burden early-stage disease in combination with standard chemotherapy (<xref ref-type="bibr" rid="B103">103</xref>). Despite this, patient responses to blinatumomab can vary considerably. Some patients show little to no response to the treatment (<xref ref-type="bibr" rid="B104">104</xref>, <xref ref-type="bibr" rid="B105">105</xref>), while others experience a loss of response after multiple cycles (<xref ref-type="bibr" rid="B104">104</xref>). Blinatumomab has been shown to induce an upregulation of inhibitory receptors on T cells and their corresponding ligands on B-ALL blasts, such as PD-1 and PD-L1, respectively. A comparison of IC expression at diagnosis and relapse showed higher PD-L1 expression on blasts obtained at relapse or from patients refractory to the anti-CD19 BiTE blinatumomab. Additionally, relapsed patients who failed to respond to blinatumomab exhibited increased expression of PD-1 and TIM-3 on T cells, alongside elevated PD-L1 on B-ALL blasts (<xref ref-type="bibr" rid="B71">71</xref>, <xref ref-type="bibr" rid="B72">72</xref>). Recent data from a study of 11 pediatric patients treated with a continuous 28-day infusion of blinatumomab revealed progressive acquisition of T-cell exhaustion features (<xref ref-type="bibr" rid="B106">106</xref>). T cells exhibited phenotypic and transcriptomic upregulation of inhibitory receptors including PD-1, TIM-3, and TIGIT, a shift toward CD8<sup>+</sup> T effector memory cells re-expressing CD45RA (TEMRA) subsets, and reduced cytotoxic and proliferative capacity. In a patient-derived xenograft (PDX) model of B-ALL using umbilical cord blood-reconstituted immunodeficient mice, treatment with either blinatumomab or pembrolizumab alone led to partial disease protection (<xref ref-type="bibr" rid="B107">107</xref>). Notably, the combination of both treatments resulted in a lower incidence of MRD and improved leukemia-free survival. Lastly, treatment of a single refractory ALL patient with a combination of blinatumomab and anti-PD-1 antibody induced anti-leukemic responses, reducing the disease burden from 45% to 1% (<xref ref-type="bibr" rid="B72">72</xref>).</p>
</sec>
<sec id="s6_2">
<label>6.2</label>
<title>
<italic>ICB with CAR-T</italic>
</title>
<p>CD19-directed CAR-T therapy has achieved over 70% complete remission rates in pediatric R/R B-ALL patients (<xref ref-type="bibr" rid="B108">108</xref>&#x2013;<xref ref-type="bibr" rid="B111">111</xref>). However, 30&#x2013;50% of these children experience relapse within the first year (<xref ref-type="bibr" rid="B112">112</xref>&#x2013;<xref ref-type="bibr" rid="B114">114</xref>). Relapse in B&#x2212;ALL patients following CAR&#x2212;T therapy is most often driven by loss of leukemia-associated antigen (e.g., CD19 or CD22) or limited CAR&#x2212;T cell persistence and proliferative capacity due to T cell exhaustion (<xref ref-type="bibr" rid="B115">115</xref>). In a syngeneic B&#x2212;ALL mouse model, DeGolier et&#xa0;al. demonstrated that CD8<sup>+</sup> CAR&#x2212;T cells inherit epigenetic and transcriptional programs from their prior TCR antigen exposure, which dictate their exhaustion susceptibility (<xref ref-type="bibr" rid="B116">116</xref>). Although memory&#x2212;derived CAR&#x2212;T cells mount superior initial effector responses, they rapidly develop exhaustion phenotypes under low&#x2212;antigen or low&#x2212;dose conditions, which are marked by an increased expression of PD-1, TIM-3, Tox and CD39. In contrast, naive&#x2212;derived CAR&#x2212;T cells sustain proliferation and resist dysfunction. Complementing these findings, Zebley et&#xa0;al. analyzed CD8<sup>+</sup> CD19-CAR T cells from pediatric B-ALL patients and found that ongoing antigen stimulation drives exhaustion-associated DNA methylation reprogramming (<xref ref-type="bibr" rid="B117">117</xref>). This includes demethylation at genes such as CX3CR1, BATF, and TOX, alongside repression of memory-associated genes like TCF7 and LEF1. This collectively promotes a progenitor-exhausted phenotype which limits CAR-T cell persistence. In a related study, it was shown that transiently interrupting CAR signaling&#x2014;using either a drug-regulatable system or dasatinib&#x2014;can restore functionality in exhausted CAR-T cells through epigenetic remodeling (<xref ref-type="bibr" rid="B118">118</xref>). This brief period of rest reprograms CAR-T cells toward a memory-like state, enhancing their cytokine production, proliferative potential, and antitumor efficacy.</p>
<p>As the limited long-term efficacy of CAR-T therapy has been linked to CAR-T cell exhaustion, ICB has been explored as a strategy to enhance persistence (<xref ref-type="bibr" rid="B119">119</xref>). In a small cohort study involving 14 pediatric B-ALL patients, the addition of anti-PD-1 mAbs to CD19 CAR-T cell therapy enhanced CAR-T cell persistence. Remarkably, three out of six patients treated with the PD-1 inhibitor at the time of early B cell recovery re-established B cell aplasia, signifying restoration of CAR-T cell activity (<xref ref-type="bibr" rid="B120">120</xref>). Other potential strategies for ICB integration with CAR-T therapy include engineering CAR-T cells to secrete soluble PD-1-blocking scFv. This approach has shown anti-leukemic efficacy comparable to combination therapy with CAR-T cells and anti-PD-1 antibodies (<xref ref-type="bibr" rid="B121">121</xref>), and has demonstrated improved eradication of CD19+PD-L1+ leukemia cells (<xref ref-type="bibr" rid="B122">122</xref>). Another approach involves the development of TIM-3-CD28 fusion proteins, which convert inhibitory TIM-3 signaling into an activating, immunostimulatory signal (<xref ref-type="bibr" rid="B123">123</xref>). However, the complex outcomes of ICB require further investigation, as increased CAR-T cell activation can reduce cell survival and exacerbate exhaustion by upregulating TIGIT (<xref ref-type="bibr" rid="B124">124</xref>).</p>
<p>A growing body of research emphasizes the significance of patient-derived T cell quality on CAR-T cell performance. Evaluating both the apheresis starting material and the post-infusion CAR-T product is crucial for identifying correlates of CAR-T cell persistence (<xref ref-type="bibr" rid="B125">125</xref>). Notably, increased expression of exhaustion markers, such as PD-1 and LAG-3, on CD8+ T cells within the apheresis material has been associated with reduced CAR-T cell efficacy (<xref ref-type="bibr" rid="B126">126</xref>). Conversely, higher levels of these markers on CD4+ CAR-T cells during peak expansion in recipients - triggered by cognate antigen-mediated activation - have been associated with prolonged event-free survival (<xref ref-type="bibr" rid="B127">127</xref>). These observations highlight that timing of IC assessments is crucial, as elevated expression at different times are associated with very different outcomes. A recent study examined the apheresis materials from pediatric and young adult patients with R/R B-ALL undergoing CD22 CAR-T cell therapy and found that T cells from non-responders had a more differentiated phenotype and overexpressed exhaustion-associated genes (<xref ref-type="bibr" rid="B128">128</xref>). These differences in the apheresis material could predict response to therapy, with the exhausted phenotype being a key predictor of poor outcomes. The study indicates that early identification of exhaustion markers in apheresis material could guide targeted manufacturing adjustments to optimize CAR-T cell efficacy.</p>
</sec>
<sec id="s6_3">
<label>6.3</label>
<title>
<italic>Challenges to integration</italic>
</title>
<p>Despite the promise of ICB, several translational and clinical barriers must be overcome if it is to become an established treatment in the pediatric setting. First, ICB-associated immune-related adverse events (irAEs), such as colitis, endocrinopathies, and hepatitis, represent a significant risk in children, whose immune and endocrine systems are still developing (<xref ref-type="bibr" rid="B129">129</xref>&#x2013;<xref ref-type="bibr" rid="B131">131</xref>). The long-term effects of checkpoint inhibition on immune and organ development in children remain unknown. Second, the optimal timing and patient selection for ICB remain open questions. Introducing checkpoint inhibitors during immune reconstitution, such as post-chemotherapy or allo-HSCT, may either enhance anti-leukemic responses or disrupt essential tolerance pathways. Third, empirical evidence supporting the clinical use of ICB for pediatric B-ALL is limited. Most existing data are derived from adult trials or preclinical models, and few clinical trials that include pediatric B-ALL have been initiated (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). These challenges highlight the importance of careful patient stratification, pediatric-specific trial design, and long-term monitoring if the field is to move toward clinical translation of ICB in B-ALL. These goals are made even more challenging to achieve by the diverstiy of clinical trials available for this patient population.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Pediatric trials of ICB in B-ALL.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="center">NCT (Trial)</th>
<th valign="top" align="center">ICB agent(s)</th>
<th valign="top" align="center">Combo agent(s)</th>
<th valign="top" align="center">Phase</th>
<th valign="top" align="center">Age (yrs)</th>
<th valign="top" align="center">Status</th>
<th valign="top" align="center">Objective/Eligibility</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">NCT05310591</td>
<td valign="top" align="left">Nivolumab (anti&#x2013;PD-1)</td>
<td valign="top" align="left">CD19 CAR-T tisagenlecleucel (Kymriah<sup>&#xae;</sup>)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="left">1-25</td>
<td valign="top" align="left">Recruiting</td>
<td valign="top" align="left">First relapse, to determine safety and efficacy of nivolumab with CD19 CAR-T</td>
</tr>
<tr>
<td valign="top" align="left">NCT04546399</td>
<td valign="top" align="left">Nivolumab (anti&#x2013;PD-1)</td>
<td valign="top" align="left">Blinatumomab</td>
<td valign="top" align="center">II</td>
<td valign="top" align="left">&#x2265; 1 to &lt;31</td>
<td valign="top" align="left">Suspended &#x2013; FDA partial clinical hold</td>
<td valign="top" align="left">First relapse, to compare event free survival post re-induction between blinatumomab vs blinatumomab/nivolumab</td>
</tr>
<tr>
<td valign="top" align="left">NCT03605589</td>
<td valign="top" align="left">Pembrolizumab (anti-PD-1</td>
<td valign="top" align="left">Blinatumomab</td>
<td valign="top" align="center">I/II</td>
<td valign="top" align="left">1-40</td>
<td valign="top" align="left">Withdrawn (lack of enrollment)</td>
<td valign="top" align="left">First relapse, to determine safety and feasibility of combining pembrolizumab with blinatumomab to treat relapsed B-ALL.</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="s7">
<label>7</label>
<title>Future considerations</title>
<p>Over the past decade, it has become clear that T cell-based immunotherapies can overcome the hurdles of low immunogenicity and tolerance to achieve significant therapeutic activity in children with B-ALL. However, T cell exhaustion has emerged as a characteristic feature of B-ALL progression. This finding identifies ICB therapy as an important consideration for improved treatment of children with progressive disease. Several strategies to integrate ICB into current treatment regimens merit further investigation, including during immune reconstitution following chemotherapy and in combination with redirected T cell therapies. Considerable work will be needed to establish ICB as a central component of B-ALL therapy, but the continued application of both preclinical models and clinical studies to unveil underlying biology, identify the variables determining outcome, and optimize protocols could quickly set new immunotherapeutic standards that ultimately improving long-term outcomes for pediatric patients with B-ALL.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>TA: Conceptualization, Funding acquisition, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. GR: Conceptualization, Funding acquisition, Supervision, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s9" 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. TA is the recipient of a Graduate Scholarship from the Michael Cuccione Foundation.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We would like to thank Dr. Ali Farrokhi for critically reviewing the manuscript.</p>
</ack>
<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>
</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>
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