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<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="systematic-review">
<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">Explor Target Antitumor Ther</journal-id>
<journal-id journal-id-type="publisher-id">ETAT</journal-id>
<journal-title-group>
<journal-title>Exploration of Targeted Anti-tumor Therapy</journal-title>
</journal-title-group>
<issn pub-type="epub">2692-3114</issn>
<publisher>
<publisher-name>Open Exploration Publishing</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.37349/etat.2026.1002403</article-id>
<article-id pub-id-type="manuscript">1002403</article-id>
<article-categories>
<subj-group>
<subject>Meta-Analysis</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Addition of immune checkpoint inhibitor to standard of care chemoradiotherapy in patients with locally advanced nasopharyngeal carcinoma: a systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0009-0002-5776-0222</contrib-id>
<name>
<surname>Srinivasmurthy</surname>
<given-names>Ramaditya</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role content-type="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing—original draft</role>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing—review &amp; editing</role>
<role content-type="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
<xref ref-type="aff" rid="I1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="cor1">
<sup>*</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0009-0005-8514-2781</contrib-id>
<name>
<surname>Ta</surname>
<given-names>Jason</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<xref ref-type="aff" rid="I2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Afifi</surname>
<given-names>Sharif</given-names>
</name>
<xref ref-type="aff" rid="I3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0009-0005-2034-3283</contrib-id>
<name>
<surname>Khalid</surname>
<given-names>Taimur</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<xref ref-type="aff" rid="I4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-3085-1549</contrib-id>
<name>
<surname>Aboaid</surname>
<given-names>Hazem</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/validation/">Validation</role>
<role content-type="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<xref ref-type="aff" rid="I3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nanda</surname>
<given-names>Rishi Kumar</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<xref ref-type="aff" rid="I5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jones</surname>
<given-names>Daniel Thomas</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/validation/">Validation</role>
<xref ref-type="aff" rid="I6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Do</surname>
<given-names>Kenny</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing—original draft</role>
<xref ref-type="aff" rid="I3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nguyen</surname>
<given-names>Kevin</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing—original draft</role>
<xref ref-type="aff" rid="I5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fama</surname>
<given-names>Karina</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing—review &amp; editing</role>
<xref ref-type="aff" rid="I5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Aamer</surname>
<given-names>Sarah</given-names>
</name>
<xref ref-type="aff" rid="I3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Myat</surname>
<given-names>Yin Mon</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing—review &amp; editing</role>
<xref ref-type="aff" rid="I7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bigcas</surname>
<given-names>Jo-Lawrence</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<xref ref-type="aff" rid="I4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-1518-1097</contrib-id>
<name>
<surname>Thein</surname>
<given-names>Kyaw Zin</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role content-type="https://credit.niso.org/contributor-roles/software/">Software</role>
<role content-type="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<xref ref-type="aff" rid="I8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="editor">
<name>
<surname>Normanno</surname>
<given-names>Nicola</given-names>
</name>
<role>Academic Editor</role>
<aff>Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Italy</aff>
</contrib>
</contrib-group>
<aff id="I1">
<sup>1</sup>Department of Internal Medicine, Mount Sinai Morningside, New York, NY 10019, USA</aff>
<aff id="I2">
<sup>2</sup>Department of Internal Medicine, HCA Healthcare, HCA Florida Citrus Hospital, Inverness, FL 34452, USA</aff>
<aff id="I3">
<sup>3</sup>Department of Internal Medicine, Kirk Kerkorian School of Medicine, University of Nevada, Las Vegas, NV 89154, USA</aff>
<aff id="I4">
<sup>4</sup>Department of Otolaryngology, Kirk Kerkorian School of Medicine, University of Nevada, Las Vegas, NV 89154, USA</aff>
<aff id="I5">
<sup>5</sup>College of Osteopathic Medicine, Touro University Nevada, Henderson, NV 89014, USA</aff>
<aff id="I6">
<sup>6</sup>Department of Internal Medicine, Sunrise Health GME Consortium, HCA Healthcare, Las Vegas, NV 89128, USA</aff>
<aff id="I7">
<sup>7</sup>Department of Internal Medicine, Interfaith Medical Center Campus, One Brooklyn Health, Brooklyn, NY 11213, USA</aff>
<aff id="I8">
<sup>8</sup>Division of Medical Oncology, Comprehensive Cancer Centers of Nevada, Las Vegas, NV 89169, USA</aff>
<author-notes>
<corresp id="cor1">
<bold>
<sup>*</sup>Correspondence:</bold> Ramaditya Srinivasmurthy, Department of Internal Medicine, Mount Sinai Morningside, New York, NY 10019, USA. <email>ramadit18@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="collection">
<year>2026</year>
</pub-date>
<pub-date pub-type="epub">
<day>28</day>
<month>09</month>
<year>2026</year>
</pub-date>
<volume>7</volume>
<elocation-id>1002403</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>03</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>08</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>© The Author(s) 2026.</copyright-statement>
<license xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>This is an Open Access article licensed under a Creative Commons Attribution 4.0 International License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link>), which permits unrestricted use, sharing, adaptation, distribution and reproduction in any medium or format, for any purpose, even commercially, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Background:</title>
<p id="absp-1">Preliminary findings from this study were previously published as a conference abstract (<uri xlink:href="https://doi.org/10.1158/2326-6074.IO2025-B039">https://doi.org/10.1158/2326-6074.IO2025-B039</uri>). Immune checkpoint inhibitors (ICIs) have shown activity in nasopharyngeal carcinoma (NPC), but their efficacy and safety when integrated with standard chemoradiotherapy (CRT) for locally advanced NPC remain under investigation. We performed a systematic review and meta-analysis of randomized controlled trials evaluating the efficacy and safety of integrating ICIs with standard CRT-based treatment in patients with locally advanced NPC.</p>
</sec>
<sec>
<title>Methods:</title>
<p id="absp-2">MEDLINE and EMBASE were searched from inception through September 1, 2025, for English-language phase II or III randomized controlled trials evaluating ICIs plus standard therapy. Eligible studies reported efficacy outcomes, including progression-free/event-free survival (PFS/EFS), overall survival (OS), distant metastasis-free survival (DMFS), and locoregional recurrence-free survival (LRFS), and/or safety outcomes. Hazard ratios (HRs) were pooled using the generic inverse variance method, and risk ratios (RRs) for adverse events were pooled using the Mantel-Haenszel method. Fixed-effect models were used, with heterogeneity assessed using <italic>I</italic><sup>2</sup> statistics.</p>
</sec>
<sec>
<title>Results:</title>
<p id="absp-3">Three trials randomized 1,022 patients: CONTINUUM (<italic>n</italic> = 423), DIPPER (<italic>n</italic> = 450), and a phase II toripalimab trial (<italic>n</italic> = 149). The pooled safety population included 998 patients. ICIs significantly improved PFS/EFS [HR 0.54; 95% confidence interval (CI): 0.40–0.72; <italic>P</italic> &lt; 0.0001], DMFS (HR 0.52; 95% CI: 0.36–0.75; <italic>P</italic> = 0.0005), and LRFS (HR 0.47; 95% CI: 0.31–0.71; <italic>P</italic> = 0.0003). OS favored the ICI arm but was not statistically significant (HR 0.77; 95% CI: 0.49–1.20; <italic>P</italic> = 0.24). ICIs increased immune related adverse events, whereas most CRT-associated locoregional and hematologic toxicities were not significantly increased.</p>
</sec>
<sec>
<title>Discussion:</title>
<p id="absp-4">Adding ICIs to standard CRT based therapy significantly improved disease control outcomes, including PFS/EFS, DMFS, and LRFS, without broadly worsening the overall CRT associated toxicity profile. Longer follow up is needed to determine whether these early disease control benefits translate into a statistically significant OS advantage.</p>
</sec>
</abstract>
<kwd-group>
<kwd>immune-checkpoint-inhibitor</kwd>
<kwd>sintilimab</kwd>
<kwd>toripalimab</kwd>
<kwd>locally-advanced</kwd>
<kwd>nasopharyngeal-carcinoma</kwd>
<kwd>PFS</kwd>
<kwd>adverse events</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p id="p-1">Nasopharyngeal carcinoma (NPC) is a relatively rare malignancy, with an annual global incidence of fewer than 1 in 100,000 people. However, its prevalence is significantly higher in regions such as East and Southeast Asia [<xref ref-type="bibr" rid="B1">1</xref>]. The etiology of NPC involves a combination of genetic susceptibility, Epstein-Barr virus (EBV) infection, and environmental exposures, which together disrupt the mucosal epithelium and promote malignant transformation [<xref ref-type="bibr" rid="B2">2</xref>]. Standard treatment for NPC includes high-dose radiation therapy, often combined with chemotherapy—typically cisplatin and 5-fluorouracil or gemcitabine—for advanced stages [<xref ref-type="bibr" rid="B3">3</xref>].</p>
<p id="p-2">In recent years, immune checkpoint inhibitors (ICIs) have been developed to enhance antitumor immunity by blocking inhibitory pathways such as PD-1/PD-L1, thereby counteracting tumor immune evasion mechanisms [<xref ref-type="bibr" rid="B4">4</xref>]. ICIs have demonstrated efficacy across several malignancies—including melanoma, non-small cell lung cancer, and NPC—resulting in improved patient outcomes [<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>].</p>
<p id="p-3">Given the emergence of multiple randomized trials evaluating the integration of ICIs into chemoradiotherapy (CRT)-based treatment for locally advanced (LA) NPC [<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>], a quantitative synthesis is needed to clarify the magnitude and consistency of benefit across clinically relevant endpoints. Individual trials may be underpowered to detect differences in survival outcomes such as OS, particularly in the setting of relatively favorable baseline outcomes and limited follow-up duration. In addition, uncommon but clinically meaningful adverse events, including high grade immune related adverse events (irAEs) and selected locoregional toxicities, may be difficult to interpret within individual trials because of low event rates. Therefore, we conducted a systematic review and meta-analysis of randomized controlled trials (RCTs) to evaluate whether adding ICIs to standard CRT-based therapy improves disease-control and survival outcomes in LA NPC while more precisely characterizing the associated toxicity profile.</p>
</sec>
<sec id="s2">
<title>Materials and methods</title>
<p id="p-4">This systematic review and meta-analysis was conducted in accordance with the Cochrane Handbook for Systematic Reviews of Interventions and reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines [<xref ref-type="bibr" rid="B9">9</xref>].</p>
<p id="p-5">A comprehensive literature search was performed in MEDLINE and EMBASE from database inception through September 1, 2025. Search terms included combinations of terms related to NPC, LA or nonmetastatic disease, immune checkpoint inhibition, PD-1/PD-L1 blockade, and individual agents including sintilimab, toripalimab, and camrelizumab. The full search strategies for each database are provided in the <xref ref-type="sec" rid="s-suppl">Supplementary materials</xref>. The search was limited to human, English-language RCTs in phase II or III settings. Non-randomized studies, trials in metastatic disease, and studies lacking relevant outcome data were excluded.</p>
<p id="p-6">Study identification, screening, eligibility assessment, and inclusion were documented using a PRISMA flow diagram (<xref ref-type="fig" rid="fig1">Figure 1</xref>). After removal of duplicates, titles and abstracts were screened, followed by full-text review of potentially eligible studies. Studies were eligible if they evaluated the addition of an ICI to standard CRT-based treatment in patients with LA NPC and reported at least one relevant efficacy or safety outcome. Data extraction was performed independently by two reviewers (R.S and J.T), with discrepancies resolved by D.T.J. and H.A. Extracted data included trial design, patient characteristics, treatment protocols, and outcomes.</p>
<fig id="fig1" position="float">
<label>Figure 1</label>
<caption>
<p id="fig1-p-1">
<bold>Study flow diagram in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Three randomized controlled trials were included in the quantitative synthesis, comprising 998 total participants, including 513 patients assigned to immune checkpoint inhibitor (ICI)-containing treatment arms and 485 assigned to control arms.</bold> Adapted from [<xref ref-type="bibr" rid="B9">9</xref>]. © 2021, The Author(s). Distributed under a Creative Commons Attribution license (CC BY 4.0).</p>
</caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="etat-07-1002403-g001.tif" />
</fig>
<p id="p-7">The primary objective was to evaluate pooled hazard ratios (HRs) with 95% confidence intervals (CIs) for progression-free/event-free survival (PFS/EFS), overall survival (OS), distant metastasis-free survival (DMFS), and locoregional recurrence-free survival (LRFS) in patients with LA NPC receiving ICIs in addition to standard treatment. Adverse events, including irAEs and hematologic toxicities, were also analyzed.</p>
<p id="p-8">For time-to-event efficacy outcomes, including PFS/EFS, OS, DMFS, and LRFS, pooled HRs with 95% CIs were calculated using the generic inverse variance method. For dichotomous safety outcomes, including immune-related, locoregional, general, and hematologic adverse events, pooled risk ratios (RRs) with 95% CIs were calculated using the Mantel-Haenszel method. Fixed-effect models were used for the primary analyses because the included trials were RCTs evaluating the addition of PD-1 blockade to CRT-based standard therapy in the same disease setting of LA NPC. Heterogeneity was assessed using Cochran’s <italic>Q</italic> test and <italic>I</italic><sup>2</sup> statistics, with <italic>I</italic><sup>2</sup> &gt; 50% considered to indicate substantial heterogeneity. Outcome-specific pooled analyses were performed for individual efficacy and safety endpoints; these analyses were not considered formal subgroup analyses. Statistical significance was defined as <italic>P</italic> &lt; 0.05. Funnel plots were generated for exploratory assessment of publication bias, although interpretation was limited by the small number of included studies; risk of bias was assessed using the Cochrane risk-of-bias tool (<xref ref-type="fig" rid="fig2">Figures 2</xref> and <xref ref-type="fig" rid="fig3">3</xref>, respectively). Analyses were performed using Cochrane RevMan software (v5.3).</p>
<fig id="fig2" position="float">
<label>Figure 2</label>
<caption>
<p id="fig2-p-1">
<bold>Funnel plot evaluating potential publication bias for survival outcomes.</bold> Funnel plot of included studies assessing the effect of immunotherapy in locoregionally advanced nasopharyngeal carcinoma. Each circle represents one study. The x-axis represents the hazard ratio on a logarithmic scale, and the y-axis represents the standard error of the log hazard ratio. Visual inspection was limited by the small number of included studies.</p>
</caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="etat-07-1002403-g002.tif" />
</fig>
<fig id="fig3" position="float">
<label>Figure 3</label>
<caption>
<p id="fig3-p-1">
<bold>Risk of bias graph for included randomized controlled trials.</bold> Summary of review authors’ judgments for each risk-of-bias domain across all included studies, presented as percentages. Domains assessed included random sequence generation, allocation concealment, blinding of participants and personnel, blinding of outcome assessment, incomplete outcome data, selective reporting, and other sources of bias.</p>
</caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="etat-07-1002403-g003.tif" />
</fig>
</sec>
<sec id="s3">
<title>Results</title>
<p id="p-9">Three RCTs comprising 1,022 total patients met the inclusion criteria and were included in the quantitative synthesis: the phase III CONTINUUM trial (<italic>n</italic> = 423) [<xref ref-type="bibr" rid="B10">10</xref>], the phase III DIPPER trial (<italic>n</italic> = 450) [<xref ref-type="bibr" rid="B11">11</xref>], and a randomized phase II toripalimab trial (<italic>n</italic> = 149) [<xref ref-type="bibr" rid="B12">12</xref>]. Across all studies, 513 patients were assigned to ICI-containing treatment arms, and 485 patients were assigned to control arms. Trial characteristics are summarized in <xref ref-type="table" rid="t1">Table 1</xref>.</p>
<table-wrap id="t1">
<label>Table 1</label>
<caption>
<p id="t1-p-1">
<bold>Characteristics of the studies included in the meta-analysis.</bold>
</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th>
<bold>Study (author/year)</bold>
</th>
<th>
<bold>Study type</bold>
</th>
<th>
<bold>Number of patients [immune checkpoint inhibitor (ICI) group/control]</bold>
</th>
<th>
<bold>Cancer type</bold>
</th>
<th>
<bold>Treatment regimen</bold>
</th>
<th>
<bold>Primary outcome measure</bold>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<bold>CONTINUUM</bold>
</td>
<td>Phase III, randomized controlled trial (RCT)</td>
<td>423 total; 209 ICI/214 control</td>
<td>Locally advanced nasopharyngeal carcinoma (LA NPC)</td>
<td>Chemotherapy induction (gemcitabine + cisplatin) followed by cisplatin radiotherapy versus standard + sintilimab (ICI)</td>
<td>Event-free survival</td>
</tr>
<tr>
<td>
<bold>DIPPER</bold>
</td>
<td>Phase III, RCT</td>
<td>450 randomized (226 ICI/224 control); 426 included in safety analysis (205 ICI/221 control)</td>
<td>LA NPC</td>
<td>Chemotherapy induction + concurrent chemotherapy, then camrelizumab versus observation</td>
<td>Event-free survival</td>
</tr>
<tr>
<td>
<bold>Phase II toripalimab trial</bold>
</td>
<td>Phase II, RCT</td>
<td>149 total; 99 ICI/50 control</td>
<td>LA NPC</td>
<td>Neoadjuvant toripalimab versus placebo, followed by concurrent chemoradiotherapy, then adjuvant toripalimab versus placebo</td>
<td>Progression-free survival</td>
</tr>
<tr>
<td>
<bold>Total</bold>
</td>
<td>-</td>
<td>998 total; 513 ICI/485 control</td>
<td>-</td>
<td>-</td>
<td>-</td>
</tr>
</tbody>
</table>
</table-wrap>
<p id="p-10">The CONTINUUM trial compared chemotherapy induction with gemcitabine and cisplatin followed by cisplatin CRT (control group) versus standard therapy with the addition of sintilimab (treatment group) in a 1:1 randomization ratio. The DIPPER trial randomized patients (1:1) who had completed induction and concurrent CRT to receive either adjuvant camrelizumab (treatment group) or observation (control group). The phase II trial compared the addition of neoadjuvant toripalimab (treatment) versus placebo (control) in a 2:1 randomization ratio, followed by concurrent CRT followed by adjuvant toripalimab versus placebo. Across all included studies, 513 patients were assigned to ICI-containing treatment arms, and 485 patients were assigned to control arms. Heterogeneity for irAE outcomes ranged from <italic>I</italic><sup>2</sup> = 0% to 97%, with outcome-specific <italic>I</italic><sup>2</sup> values reported alongside each pooled estimate in the corresponding forest plots.</p>
<p id="p-11">Risk of bias and publication bias assessments are summarized in <xref ref-type="fig" rid="fig2">Figures 2</xref> and <xref ref-type="fig" rid="fig3">3</xref>. Overall, the included studies were RCTs with generally acceptable methodological quality based on the Cochrane risk-of-bias tool. Several domains were limited by differences in study design, including open-label treatment allocation in some trials and variation in blinding procedures. Visual inspection of the funnel plot did not demonstrate clear asymmetry; however, interpretation was limited by the small number of included studies.</p>
<p id="p-12">Our analysis showed a significantly improved PFS/EFS (2 years in the Phase II trial and 3 years in CONTINUUM and DIPPER trial) in the ICI arm compared to the control arm, with a 46% reduction in risk of progression and an HR of 0.54 (95% CI: 0.40–0.72, <italic>P</italic> &lt; 0.0001; <italic>I</italic><sup>2</sup> = 0%) (<xref ref-type="fig" rid="fig4">Figure 4A</xref>). The DMFS was improved in the ICI treatment arm compared to the control arm, yielding a risk reduction of events of 48% with an HR of 0.52 (95% CI: 0.36–0.75, <italic>P</italic> = 0.0005; <italic>I</italic><sup>2</sup> = 0%) (<xref ref-type="fig" rid="fig4">Figure 4B</xref>). The LRFS was also significantly improved in the ICI arm compared to the control arm, with a risk reduction of events of 53% and an HR of 0.47 (95% CI: 0.31–0.71, <italic>P</italic> = 0.0003; <italic>I</italic><sup>2</sup> = 60%) (<xref ref-type="fig" rid="fig4">Figure 4C</xref>). In contrast, the difference in OS between the treatment and control arm was not statistically significant; our data yielded a risk reduction of 23% with an HR of 0.77 (95% CI: 0.49–1.20, <italic>P</italic> = 0.24; <italic>I</italic><sup>2</sup> = 48%) (<xref ref-type="fig" rid="fig4">Figure 4D</xref>). However, further maturation of the data is required to draw definitive conclusions.</p>
<fig id="fig4" position="float">
<label>Figure 4</label>
<caption>
<p id="fig4-p-1">
<bold>Forest plots for efficacy outcomes.</bold> (<bold>A</bold>) Progression-free survival or event-free survival; (<bold>B</bold>) distant metastasis-free survival; (<bold>C</bold>) locoregional recurrence-free survival; and (<bold>D</bold>) overall survival. CI: confidence interval.</p>
</caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="etat-07-1002403-g004.tif" />
</fig>
<p id="p-13">We also analyzed the incidence of irAEs (<xref ref-type="fig" rid="fig5">Figure 5</xref>). The incidence of any grade irAEs was reported in 71.2% of patients in the ICI treatment arm versus 2.3% in the control arm, yielding an RR of 22.92 (95% CI: 13.99–37.57, <italic>P</italic> &lt; 0.00001; <italic>I</italic><sup>2</sup> = 97%) (<xref ref-type="fig" rid="fig5">Figure 5A</xref>). High grade irAEs also occurred more frequently in the treatment arm with a reported incidence of 7.8% versus 0% in the control arm with an RR of 23.62 (95% CI: 4.83–115.49, <italic>P</italic> &lt; 0.0001; <italic>I</italic><sup>2</sup> = 0%) (<xref ref-type="fig" rid="fig5">Figure 5B</xref>). The incidence of grade 1 or 2 hypothyroidism was 29.0% in the ICI treatment arm versus 9.5% in the control arm with an RR of 3.04 (95% CI: 2.24–4.11, <italic>P</italic> &lt; 0.00001; <italic>I</italic><sup>2</sup> = 88%) (<xref ref-type="fig" rid="fig5">Figure 5C</xref>). In terms of dermatologic issues, the incidence of both any grade and high grade rash was higher in the ICI arm versus the control arm. Any grade rash was reported in 17.3% of patients in the treatment arm versus 0.8% in the control arm with an RR of 15.57 (95% CI: 6.55–36.98, <italic>P</italic> &lt; 0.00001; <italic>I</italic><sup>2</sup> = 79%) (<xref ref-type="fig" rid="fig5">Figure 5D</xref>). The incidence of high grade rash was 3.3% in the treatment arm versus 0% in the control arm with an RR of 13.28 (95% CI: 1.86–94.98, <italic>P</italic> = 0.010; <italic>I</italic><sup>2</sup> = 0%) (<xref ref-type="fig" rid="fig5">Figure 5E</xref>). The incidence of any grade pruritus was also statistically significantly higher in the treatment arm versus control arm, occurring in 20.3% and 1.4%, respectively (RR of 12.29; 95% CI: 5.96–25.34, <italic>P</italic> &lt; 0.00001; <italic>I</italic><sup>2</sup> = 65%) (<xref ref-type="fig" rid="fig5">Figure 5F</xref>). In contrast, the incidence of high grade pruritus was not statistically significant, with an incidence of 1.2% in the treatment arm and 0% in the control arm (RR of 5.69; 95% CI: 0.79–41.09, <italic>P</italic> = 0.08; <italic>I</italic><sup>2</sup> = 0%) (<xref ref-type="fig" rid="fig5">Figure 5G</xref>). The incidence of any grade allergic reaction was higher in the treatment arm (2.3%) versus the control arm (0%) with an RR of 7.66 (95% CI: 1.48–39.71, <italic>P</italic> = 0.02; <italic>I</italic><sup>2</sup> = 0%) (<xref ref-type="fig" rid="fig5">Figure 5H</xref>). The incidence of high grade allergic reaction was not statistically significant with an incidence of 0.4% in the treatment arm versus 0% in the control arm (RR: 2.19; 95% CI: 0.24–20.20, <italic>P</italic> = 0.49; <italic>I</italic><sup>2</sup> = 0%) (<xref ref-type="fig" rid="fig5">Figure 5I</xref>).</p>
<fig id="fig5" position="float">
<label>Figure 5</label>
<caption>
<p id="fig5-p-1">
<bold>Forest plots for immune related adverse events (irAEs).</bold> (<bold>A</bold>, <bold>B</bold>) Any grade and high grade irAEs; (<bold>C</bold>) grade 1–2 hypothyroidism; (<bold>D</bold>, <bold>E</bold>) any grade and high grade rash; (<bold>F</bold>, <bold>G</bold>) any grade and high grade pruritus; and (<bold>H</bold>, <bold>I</bold>) any grade and high grade allergic reaction. CI: confidence interval.</p>
</caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="etat-07-1002403-g005.tif" />
</fig>
<p id="p-14">Our data also pooled the incidence of locoregional adverse events (<xref ref-type="fig" rid="fig6">Figure 6</xref>) and general/hematological adverse events (<xref ref-type="fig" rid="fig7">Figure 7</xref>) between the treatment and control arms.</p>
<fig id="fig6" position="float">
<label>Figure 6</label>
<caption>
<p id="fig6-p-1">
<bold>Forest plots for locoregional adverse events.</bold> (<bold>A</bold>, <bold>B</bold>) Any grade and high grade mucositis; (<bold>C</bold>, <bold>D</bold>) any grade and high grade dermatitis; (<bold>E</bold>, <bold>F</bold>) any grade and high grade dysphagia; and (<bold>G</bold>, <bold>H</bold>) any grade and high grade dry mouth. CI: confidence interval.</p>
</caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="etat-07-1002403-g006.tif" />
</fig>
<fig id="fig7" position="float">
<label>Figure 7</label>
<caption>
<p id="fig7-p-1">
<bold>Forest plots for general and hematological adverse events.</bold> (<bold>A</bold>, <bold>B</bold>) Any grade and high grade leukopenia; (<bold>C</bold>, <bold>D</bold>) any grade and high grade vomiting; (<bold>E</bold>, <bold>F</bold>) any grade and high grade weight loss; (<bold>G</bold>, <bold>H</bold>) any grade and high grade anemia; and (<bold>I</bold>, <bold>J</bold>) any grade and high grade nausea. CI: confidence interval.</p>
</caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="etat-07-1002403-g007.tif" />
</fig>
<p id="p-15">In terms of locoregional effects, the incidence of any grade and high grade mucositis was 46.8% and 18.7% in the treatment arm versus 42.5% and 15.3% in the control arm yielding an RR of 1.05 (95% CI: 0.97–1.15, <italic>P</italic> = 0.24; <italic>I</italic><sup>2</sup> = 53%) (<xref ref-type="fig" rid="fig6">Figure 6A</xref>) and 1.14 (95% CI: 0.88–1.48, <italic>P</italic> = 0.31; <italic>I</italic><sup>2</sup> = 0%) (<xref ref-type="fig" rid="fig6">Figure 6B</xref>) respectively however this failed to reach statistical significance. The incidence of any and high grade dermatitis also failed to reach statistical significance with an incidence of 41.7% and 2.5% in the treatment arm versus 36.1% and 1.2% in the control arm with an RR of 1.07 (95% CI: 0.95–1.20, <italic>P</italic> = 0.26; <italic>I</italic><sup>2</sup> = 0%) (<xref ref-type="fig" rid="fig6">Figure 6C</xref>) and 1.79 (95% CI: 0.71–4.52, <italic>P</italic> = 0.21; <italic>I</italic><sup>2</sup> = 0%) (<xref ref-type="fig" rid="fig6">Figure 6D</xref>) respectively. In contrast, although incidence of any grade dysphagia failed to reach statistical significance [22.8% in the treatment arm versus 21.9% in the control arm, RR of 1.13, 95% CI: 0.90–1.40, <italic>P</italic> = 0.29; <italic>I</italic><sup>2</sup> = 2% (<xref ref-type="fig" rid="fig6">Figure 6E</xref>)], the incidence of high grade dysphagia between the treatment and control arms were statistically significant, with an incidence of 2.0% in the treatment arm versus 0.2% in the control arm, RR of 6.13 (95% CI: 1.19–31.59, <italic>P</italic> = 0.03; <italic>I</italic><sup>2</sup> = 0%) (<xref ref-type="fig" rid="fig6">Figure 6F</xref>). Lastly the incidence of any and high grade dry mouth in the treatment arm was 70.4% and 0.8% in the treatment arm versus 69.5% and 0.2% in the control arm with an RR of 0.99 (95% CI: 0.91–1.07, <italic>P</italic> = 0.82; <italic>I</italic><sup>2</sup> = 71%) (<xref ref-type="fig" rid="fig6">Figure 6G</xref>) and 2.25 (95% CI: 0.34–14.73, <italic>P</italic> = 0.40; <italic>I</italic><sup>2</sup> = 0%) (<xref ref-type="fig" rid="fig6">Figure 6H</xref>) respectively.</p>
<p id="p-16">Regarding general and hematological adverse events, the only statistically significant findings were those of any grade and high grade leukopenia. The incidence of any grade leukopenia was 65.3% in the treatment arm compared to 56.5% in the control arm with an RR of 1.09 (95% CI: 1.01–1.18, <italic>P</italic> = 0.04; <italic>I</italic><sup>2</sup> = 63%) (<xref ref-type="fig" rid="fig7">Figure 7A</xref>). In contrast, the incidence of high grade leukopenia was actually lower in the treatment arm (20.3%) in the treatment arm versus the control arm (20.8%) with an RR of 0.79 (95% CI: 0.64–0.97, <italic>P</italic> = 0.02; <italic>I</italic><sup>2</sup> = 95%) (<xref ref-type="fig" rid="fig7">Figure 7B</xref>).</p>
<p id="p-17">The incidences of any and high grade vomiting were 38.4% and 5.1% in the treatment arm versus 33.0% and 4.7% in the control arm, with RR of 1.10 [95% CI: 0.96–1.26, <italic>P</italic> = 0.18 <italic>I</italic><sup>2</sup> = 0% (<xref ref-type="fig" rid="fig7">Figure 7C</xref>)] and 1.12 [95% CI: 0.67–1.90, <italic>P</italic> = 0.66; <italic>I</italic><sup>2</sup> = 0% (<xref ref-type="fig" rid="fig7">Figure 7D</xref>)] respectively. The incidences of any and high grade weight loss were 47.4% and 2.7% in the treatment arm versus 40.2% and 1.4% in the control arm with RR of 1.04 (95% CI: 0.93–1.16, <italic>P</italic> = 0.46; <italic>I</italic><sup>2</sup> = 87%) (<xref ref-type="fig" rid="fig7">Figure 7E</xref>) and 1.12 (95% CI: 0.48–2.64, <italic>P</italic> = 0.79; <italic>I</italic><sup>2</sup> = 0%) (<xref ref-type="fig" rid="fig7">Figure 7F</xref>). The incidences of any and high grade anemia were 60.0% and 9.6% in the treatment arm versus 53.4% and 5.8% in the control arm with RR of 1.03 (95% CI: 0.97–1.09, <italic>P</italic> = 0.33; <italic>I</italic><sup>2</sup> = 0%) (<xref ref-type="fig" rid="fig7">Figure 7G</xref>) and 1.50 (95% CI: 0.97–2.33, <italic>P</italic> = 0.07; <italic>I</italic><sup>2</sup> = 0%) (<xref ref-type="fig" rid="fig7">Figure 7H</xref>) respectively. The incidences of any grade and high grade nausea were 54.2% and 6.4% in the treatment arm versus 47.4% and 7.0% in the control arm with RR of 1.05 (95% CI: 0.97–1.14, <italic>P</italic> = 0.19; <italic>I</italic><sup>2</sup> = 13%) (<xref ref-type="fig" rid="fig7">Figure 7I</xref>) and 0.94 (95% CI: 0.61–1.47, <italic>P</italic> = 0.80; <italic>I</italic><sup>2</sup> = 0%) (<xref ref-type="fig" rid="fig7">Figure 7J</xref>) respectively.</p>
</sec>
<sec id="s4">
<title>Discussion</title>
<p id="p-18">Despite a five-year survival rate of approximately 80% with standard CRT, patients with LA NPC face a substantial risk of recurrence and metastasis, highlighting the need for improved therapeutic strategies [<xref ref-type="bibr" rid="B13">13</xref>]. ICIs have emerged as promising agents in this space, targeting immune evasion mechanisms and enhancing anti-tumor responses [<xref ref-type="bibr" rid="B13">13</xref>].</p>
<p id="p-19">Our meta-analysis demonstrated that adding ICIs to CRT significantly improved PFS/EFS, DMFS, and LRFS, with risk reductions of 46%, 48%, and 53%, respectively. Although the pooled OS estimate favored the ICI-containing arms, with a 23% relative reduction in the risk of death, this difference did not reach statistical significance (HR 0.77; 95% CI: 0.49–1.20; <italic>P</italic> = 0.24). This likely reflects, at least in part, the limited maturity of the available survival data. Both phase III trials primarily reported 3-year outcomes, with median follow-up of approximately 42 months in CONTINUUM and 39 months in DIPPER, while the phase II toripalimab trial used 2-year PFS as its primary endpoint. In LA NPC, where modern CRT-based regimens already achieve relatively favorable survival outcomes, OS differences may require longer observation and a larger number of death events to become detectable. In contrast, endpoints such as PFS/EFS, DMFS, and LRFS are expected to mature earlier and may better capture early disease-control benefits from adding PD-1 blockade. Therefore, the absence of a statistically significant OS benefit in the current analysis should not be interpreted as a lack of survival effect, but rather as an immature endpoint requiring longer follow-up.</p>
<p id="p-20">These findings are consistent with prior studies demonstrating improved objective response rates and tolerability of ICIs in LA NPC, particularly agents targeting the PD-1/PD-L1 axis [<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>]. Although all ICIs included in this analysis target the PD-1/PD-L1 axis, pharmacologic differences among sintilimab, toripalimab, and camrelizumab may partly contribute to variability in efficacy and toxicity outcomes across trials. Sintilimab is a fully human IgG4 anti-PD-1 antibody that blocks PD-1 interaction with PD-L1 and PD-L2, with epitope mapping studies identifying key binding residues in the PD-1 FG loop that overlap with the PD-1/PD-L1 interaction [<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>]. Toripalimab is a humanized anti-PD-1 antibody with a distinct FG-loop binding profile and high PD-1 binding affinity, which has been associated with enhanced T-cell activation and increased Th1/myeloid inflammatory cytokine responses in preclinical analyses [<xref ref-type="bibr" rid="B17">17</xref>]. Camrelizumab is also a humanized IgG4 anti-PD-1 antibody [<xref ref-type="bibr" rid="B18">18</xref>]. Structural studies indicate that N58 glycosylation of PD-1 promotes camrelizumab binding and that the antibody primarily engages PD-1 through its heavy chain [<xref ref-type="bibr" rid="B19">19</xref>]. Additionally, camrelizumab has been associated with distinctive dermatologic irAEs such as reactive cutaneous capillary endothelial proliferation [<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B20">20</xref>]. Therefore, while the pooled efficacy and safety findings support the overall benefit of PD-1 blockade in LA NPC, differences in antibody structure, epitope binding, Fc characteristics, and immune activation profiles may contribute to heterogeneity and could influence specific irAEs, including endocrine toxicities such as thyroid dysfunction [<xref ref-type="bibr" rid="B21">21</xref>]. Importantly, this meta-analysis was not designed or statistically powered to compare the efficacy or safety profiles of individual PD-1 inhibitors. Therefore, given the absence of head-to-head comparisons among these agents in LA NPC, these mechanistic considerations remain hypothesis-generating and should be explored in future comparative studies.</p>
<p id="p-21">Our study also found an isolated increase in high grade dysphagia despite no significant increase in most other locoregional toxicities may reflect the vulnerability of the irradiated upper aerodigestive tract to overlapping inflammatory injury. Dysphagia after head and neck radiotherapy or CRT can result from acute mucosal inflammation, edema, pain, salivary dysfunction, and injury to pharyngeal swallowing structures [<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>]. PD-1 blockade may further amplify local immune activation in previously or concurrently irradiated mucosa, potentially converting otherwise low-grade swallowing discomfort into clinically significant dysphagia in a small subset of patients [<xref ref-type="bibr" rid="B24">24</xref>]. However, this finding should be interpreted cautiously given the low absolute event rate, wide CI, and lack of a parallel statistically significant increase in any grade dysphagia, mucositis, dermatitis, or dry mouth. Therefore, the observed signal is hypothesis-generating and warrants confirmation in larger studies with standardized reporting of swallowing-related toxicities.</p>
<p id="p-22">In terms of safety, irAEs were significantly more common in the ICI arms. Any grade irAEs occurred in 71.2% of patients receiving ICIs versus 2.3% in controls (RR 22.92, <italic>P</italic> &lt; 0.00001), while high grade irAEs occurred in 7.8% versus 0%, respectively (RR 23.62; 95% CI: 4.83–115.49; <italic>P</italic> &lt; 0.0001). Endocrine and dermatologic toxicities were notably increased, including grade 1–2 hypothyroidism (29.0% versus 9.5%, RR 3.04), any grade rash (17.3% versus 0.8%, RR 15.57), and high grade rash (3.3% versus 0%, RR 13.28). Most general, hematologic, and locoregional adverse events were not significantly increased, although isolated signals were observed for high grade dysphagia and leukopenia. This suggests that while ICIs heighten the risk of irAEs, they do not broadly increase toxicity when integrated with CRT. These findings are consistent with previous reports highlighting the risk of autoimmune-like complications associated with PD-1 inhibitors like sintilimab [<xref ref-type="bibr" rid="B25">25</xref>].</p>
<p id="p-23">The mechanism of irAEs involves disruption of peripheral immune tolerance. PD-1 blockade leads to unchecked T-cell activation, increased pro-inflammatory cytokine production, and reduced regulatory T-cell function, resulting in immune-mediated damage to normal tissues [<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B25">25</xref>–<xref ref-type="bibr" rid="B27">27</xref>]. Common irAEs include rash, thyroiditis, adrenalitis, and colitis, with severity ranging from mild symptoms to life-threatening complications such as autoimmune myocarditis [<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>]. Individual susceptibility to irAEs is still poorly understood but may relate to baseline immune status and genetic factors [<xref ref-type="bibr" rid="B28">28</xref>].</p>
<p id="p-24">Management of irAEs requires a stratified approach. Grade 1 toxicities are typically managed with observation and supportive care, while grade 2 events often necessitate temporary treatment interruption and corticosteroids. Grade 3–4 toxicities require high-dose corticosteroids and sometimes additional immunosuppressive agents such as infliximab, mycophenolate mofetil, or intravenous immunoglobulin (IVIG) [<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>]. Organ-specific interventions, such as hormone replacement or respiratory support, are critical for reducing morbidity.</p>
<p id="p-25">This study has several limitations. First, the included trials utilized different ICIs—toripalimab in the phase II trial, camrelizumab in DIPPER, and sintilimab in CONTINUUM—and employed differing treatment sequences (neoadjuvant versus post-induction immunotherapy), which may affect efficacy and safety outcomes. Additionally, the trials used different randomization ratios (2:1 versus 1:1), potentially impacting balance between arms and statistical power. These methodological differences underscore the need for large, uniform phase III trials to confirm the role of ICIs in LA NPC.</p>
<p id="p-26">Additionally, although MEDLINE and EMBASE were searched using expanded Boolean strategies, we did not include additional databases or trial registries such as the Cochrane Library, Web of Science, Scopus, or ClinicalTrials.gov, which may increase the risk of missing unpublished, ongoing, or recently completed studies. Future updates of this meta-analysis should incorporate these additional bibliographic databases and trial registries to improve search comprehensiveness and better capture emerging or unpublished randomized data.</p>
<sec id="t4-1">
<title>Conclusions</title>
<p id="p-27">In this systematic review and meta-analysis of RCTs in LA NPC, the addition of ICIs to standard CRT-based treatment significantly improved PFS/EFS, DMFS, and LRFS, while OS remained immature and not statistically significant. In addition, our analysis highlights the safety profiles of ICI and standard of care combination regimens in LA NPC. The use of ICIs significantly increased the risk of any and high grade irAEs, any and high grade rash, grade 1 or 2 hypothyroidism, any grade pruritus, and any grade allergic reactions when compared to the control arm. Though these findings suggest additional toxicities with ICI use, close monitoring may facilitate early detection and allow for the initiation of appropriate supportive care, maintaining good patient outcomes and quality of life. Additionally, the use of ICIs along with standard therapy resulted in a similar safety profile with regard to general, hematological, and locoregional events compared to standard therapy alone. This suggests that with cautious and diligent administration, the therapeutic benefits of ICI use likely offset the risk of associated adverse events in patients with LA NPC.</p>
</sec>
</sec>
</body>
<back>
<glossary>
<title>Abbreviations</title>
<def-list>
<def-item>
<term>CIs</term>
<def>
<p>confidence intervals</p>
</def>
</def-item>
<def-item>
<term>CRT</term>
<def>
<p>chemoradiotherapy</p>
</def>
</def-item>
<def-item>
<term>DMFS</term>
<def>
<p>distant metastasis-free survival</p>
</def>
</def-item>
<def-item>
<term>EBV</term>
<def>
<p>Epstein-Barr virus</p>
</def>
</def-item>
<def-item>
<term>HRs</term>
<def>
<p>hazard ratios</p>
</def>
</def-item>
<def-item>
<term>ICIs</term>
<def>
<p>immune checkpoint inhibitors</p>
</def>
</def-item>
<def-item>
<term>irAEs</term>
<def>
<p>immune related adverse events</p>
</def>
</def-item>
<def-item>
<term>LA</term>
<def>
<p>locally advanced</p>
</def>
</def-item>
<def-item>
<term>LRFS</term>
<def>
<p>locoregional recurrence-free survival</p>
</def>
</def-item>
<def-item>
<term>NPC</term>
<def>
<p>nasopharyngeal carcinoma</p>
</def>
</def-item>
<def-item>
<term>OS</term>
<def>
<p>overall survival</p>
</def>
</def-item>
<def-item>
<term>PFS/EFS</term>
<def>
<p>progression-free/event-free survival</p>
</def>
</def-item>
<def-item>
<term>PRISMA</term>
<def>
<p>Preferred Reporting Items for Systematic Reviews and Meta-Analyses</p>
</def>
</def-item>
<def-item>
<term>RCTs</term>
<def>
<p>randomized controlled trials</p>
</def>
</def-item>
<def-item>
<term>RRs</term>
<def>
<p>risk ratios</p>
</def>
</def-item>
</def-list>
</glossary>
<sec id="s-suppl" sec-type="supplementary-material">
<title>Supplementary materials</title>
<p>Supplementary materials for this article are available at: <uri xlink:href="https://www.explorationpub.com/uploads/Article/file/1002403_sup_1.pdf">https://www.explorationpub.com/uploads/Article/file/1002403_sup_1.pdf</uri>.</p>
<supplementary-material id="SD1" content-type="local-data">
<media xlink:href="1002403_sup_1.pdf" mimetype="application" mime-subtype="pdf"></media>
</supplementary-material>
</sec>
<sec id="s6">
<title>Declarations</title>
<sec id="t-6-1">
<title>Author contributions</title>
<p>RS: Conceptualization, Data curation, Formal analysis, Investigation, Writing—original draft, Writing—review &amp; editing, Visualization. JT: Data curation. S Afifi: Formal analysis. TK: Formal analysis. HA: Validation, Investigation. RKN: Data curation. DTJ: Validation. KD: Writing—original draft. KN: Writing—original draft. KF: Writing—review &amp; editing. S Aamer: Writing—review &amp; editing. YMM: Writing—review &amp; editing. JLB: Supervision. KZT: Conceptualization, Software, Supervision. All authors read and approved the submitted version.</p>
</sec>
<sec id="t-6-2" sec-type="COI-statement">
<title>Conflicts of interest</title>
<p>Author Kyaw Zin Thein served on the advisory board for Coherus Biosciences, Pfizer, EMD Serono, Eisai, and Janssen Biotech; provided consulting and served on the speaker bureau for Coherus Biosciences and Eisai; and received honoraria from Targeted Oncology, MD Outlook, Aptitude Health, Cardinal Health, IDEOlogy Health, Inizio, OMNI-Oncology, GSK Consulting, Roundtable Oncology, Curio Science, and Onviv Expert Network, not related to this manuscript. All other authors declare that they have no conflicts of interest.</p>
</sec>
<sec id="t-6-3">
<title>Ethical approval</title>
<p>Not applicable.</p>
</sec>
<sec id="t-6-4">
<title>Consent to participate</title>
<p>Not applicable.</p>
</sec>
<sec id="t-6-5">
<title>Consent to publication</title>
<p>Not applicable.</p>
</sec>
<sec id="t-6-6" sec-type="data-availability">
<title>Availability of data and materials</title>
<p>All relevant data are contained within the manuscript. All datasets analyzed for this study are included in the manuscript and the supplementary files. The datasets supporting the findings of this study are available from the corresponding author upon reasonable request.</p>
</sec>
<sec id="t-6-7">
<title>Funding</title>
<p>The authors declare that no funding was provided to perform this research activity.</p>
</sec>
<sec id="t-6-8">
<title>Copyright</title>
<p>© The Author(s) 2026.</p>
</sec>
</sec>
<sec id="s7">
<title>Publisher’s note</title>
<p>Open Exploration maintains a neutral stance on jurisdictional claims in published institutional affiliations and maps. All opinions expressed in this article are the personal views of the author(s) and do not represent the stance of the editorial team or the publisher.</p>
</sec>
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