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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.2025.1653683</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Opportunities, challenges, and future perspectives of oncolytic virus therapy for malignant melanoma</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Wang</surname>
<given-names>Jia-Wen</given-names>
</name>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Feng</surname>
<given-names>Qi</given-names>
</name>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3074969/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Jia-Hui</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xun</surname>
<given-names>Jian-Jun</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2977959/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Department of Orthopedics, The Fourth Hospital of Hebei Medical University</institution>, <addr-line>Shijiazhuang, Hebei</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2621460/overview">Max Levin</ext-link>, University of Gothenburg, Sweden</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/301044/overview">Wang Yang</ext-link>, Hubei University of Technology, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jian-Jun Xun, <email xlink:href="mailto:46700704@hebmu.edu.cn">46700704@hebmu.edu.cn</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1653683</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Wang, Feng, Liu and Xun.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Wang, Feng, Liu and Xun</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>Malignant melanoma is characterized by high heterogeneity, aggressive metastatic potential, and a profoundly immunosuppressive &#x201c;cold&#x201d; tumor microenvironment, contributing to broad therapeutic resistance and suboptimal responses to immunotherapy. Conventional PD-1 inhibitors yield an ORR of only 38%. As an emerging class of immunotherapeutic agents, oncolytic viruses (OV) induce ICD, promoting the release of DAMPs and activating innate immune pathways such as cGAS-STING, thereby transforming &#x201c;cold&#x201d; tumors into &#x201c;hot&#x201d; phenotypes and eliciting robust anti-tumor responses. Mechanistically, OV therapy increases the proportion of CD103<sup>+</sup> dendritic cells (DCs) in lymph nodes from 5% to 25% and enhances DC&#x2013;tumor synapse formation by 300%, facilitating efficient cross-presentation of tumor antigens and T-cell priming. Clinically, T-VEC combined with pembrolizumab achieves a 48.6% ORR with grade &#x2265;3 AEs occurring in &lt;20% of patients&#x2014;superior to either monotherapy or conventional chemoradiotherapy. Nonetheless, OV therapy faces challenges including tumor heterogeneity, core mechanistic limitations, viral shedding risks, and regulatory hurdles. Over the next 5&#x2013;10 years, single-cell RNA sequencing is expected to unravel molecular heterogeneity in melanoma, while CRISPR/Cas systems may enable the design of tailored OV to overcome resistance. Additional strategies such as serotype switching, JAK/STAT inhibition, and arming OV with hyaluronidase or STING agonists are under investigation to overcome immune and stromal barriers. Integration of artificial intelligence with biomarkers&#x2014;such as neutralizing antibody titers, ISG expression, and STING methylation&#x2014;may further enable personalized OV-based therapies. This review discusses OV therapy&#x2019;s mechanisms, clinical impact, and future prospects in melanoma treatment.</p>
</abstract>
<kwd-group>
<kwd>oncolytic viruses</kwd>
<kwd>malignant melanoma</kwd>
<kwd>immunogenic cell death</kwd>
<kwd>tumor microenvironment</kwd>
<kwd>innate immunity</kwd>
<kwd>STING pathway</kwd>
<kwd>dendritic cells</kwd>
<kwd>precision immunotherapy</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="8"/>
<equation-count count="0"/>
<ref-count count="82"/>
<page-count count="13"/>
<word-count count="6392"/>
</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>Malignant melanoma is notoriously difficult to treat due to its pronounced heterogeneity, aggressive metastatic behavior, and extensive drug resistance (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Under hypoxic microenvironmental pressures, melanoma cells can undergo phenotype switching between MITF-high and MITF-low states, contributing to a population of slow-cycling, therapy-resistant cells (<xref ref-type="bibr" rid="B1">1</xref>). Even with PD-1 inhibitor therapy, the objective response rate (ORR) remains limited at 38% (<xref ref-type="bibr" rid="B2">2</xref>), with a significant proportion of patients developing resistance, primarily attributed to the tumor&#x2019;s immunologically &#x201c;cold&#x201d; microenvironment (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>). Histologically, these tumors typically exhibit low tumor mutation burden, scarce T-cell infiltration, impaired antigen presentation, and enrichment of immunosuppressive signaling molecules (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>)&#x2014;collectively presenting major obstacles to effective immune reactivation. As a result, strategies to awaken or reprogram suppressed anti-tumor immunity have become a central focus of melanoma immunotherapy research (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>).</p>
<p>Oncolytic viruses (OV), a novel class of immunotherapeutic agents, exert effects that extend far beyond direct tumor cell lysis (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). Upon infecting tumor cells, OV trigger immunogenic cell death (ICD), leading to the release of key damage-associated molecular patterns (DAMPs)&#x2014;including high-mobility group box 1 (HMGB1), ATP, and calreticulin (CRT) (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>). These molecules activate innate immune sensors such as the STING pathway and Toll-like receptors (TLRs), initiating a robust immune cascade (<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B13">13</xref>). Concurrently, OV remodel the tumor microenvironment, promoting M1 polarization of macrophages, enhancing natural killer (NK) cell activity, and activating dendritic cells (DCs). Notably, OV treatment elevates CD103<sup>+</sup> DC levels in lymph nodes from 5% to 25% and increases the formation of DC&#x2013;tumor synapses by 300%, thereby enabling efficient cross-presentation of tumor antigens and activation of cytotoxic T cells (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>). This sequential activation of innate and adaptive immunity positions OV as &#x201c;<italic>in situ</italic> vaccines,&#x201d; offering a promising avenue to break through the immunotherapy plateau in melanoma (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>Despite the clinical success of OV such as talimogene laherparepvec (T-VEC), which is FDA-approved for advanced melanoma (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B17">17</xref>), substantial challenges remain. These include extracellular matrix (ECM) barriers limiting viral penetration, highly immunosuppressive tumor microenvironments, difficulties in accurately evaluating treatment response (e.g., &gt;40% false positives in PET-CT), and systemic delivery inefficiencies (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B17">17</xref>). These limitations must be addressed for broader and more effective application of OV therapy.</p>
<p>This review aims to explore four key questions:</p>
<list list-type="order">
<list-item>
<p>Mechanistic Axis: How do OV activate innate immunity via the ICD&#x2013;DAMP&#x2013;STING axis? How does this pathway convert melanoma from a &#x201c;cold&#x201d; to &#x201c;hot&#x201d; phenotype, and how do tertiary lymphoid structures (TLSs) and ferroptosis contribute to sustained anti-tumor immunity?</p>
</list-item>
<list-item>
<p>Vector Comparison and Clinical Outcomes: What are the mechanistic advantages of different viral vectors (e.g., HSV-1, adenovirus, VSV)? Why does T-VEC combined with pembrolizumab achieve a 48.6% ORR, and how is its safety reflected in a &lt;20% incidence of grade &#x2265;3 AEs?</p>
</list-item>
<list-item>
<p>Resistance and Regulatory Challenges: How does tumor heterogeneity impact treatment response (e.g., differential progression-free survival in BRAF-mutant vs. wild-type patients)? How do neutralizing antibody clearance, type I IFN/ISG overexpression, and stromal barriers cooperatively limit OV efficacy? What are the clinical safety and regulatory concerns associated with viral shedding?</p>
</list-item>
<list-item>
<p>Future Innovations: How can single-cell RNA sequencing and CRISPR/Cas gene editing technologies address melanoma heterogeneity? How might serotype switching, JAK/STAT inhibitors, and &#x201c;armed&#x201d; OV (e.g., hyaluronidase, STING agonists) overcome core mechanistic limitations? How can artificial intelligence integrate biomarkers such as NAb titers, ISG expression, and STING methylation to enable personalized therapeutic strategies and predictive modeling?</p>
</list-item>
</list> <p>
<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref> provides a schematic overview of the central theme: OV-mediated reprogramming of the tumor microenvironment from &#x201c;cold&#x201d; to &#x201c;hot.&#x201d;</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Oncolytic virus therapy transforms &#x201c;cold&#x201d; melanoma into &#x201c;hot&#x201d; tumors.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1653683-g001.tif">
<alt-text content-type="machine-generated">Flowchart titled &#x201c;Oncolytic Virus Therapy: Cold to Hot.&#x201d; The process transforms a &#x201c;Cold Tumor&#x201d; with a PD-1 overall response rate of thirty-eight percent to a &#x201c;Hot Tumor&#x201d; using Oncolytic Virus (OV) mechanisms involving ICD, DAMP, and STING. The diagram shows a cold to hot transformation arrow, increasing dendritic cells from five to twenty-five percent. The future result is a hot tumor with AI-guided therapy showing a forty-eight point six percent overall response rate and less than twenty percent toxicity.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2">
<label>2</label>
<title>Oncolytic virus therapy for malignant melanoma: mechanisms and opportunities</title>
<sec id="s2_1">
<label>2.1</label>
<title>Molecular immunological mechanisms of oncolytic virus therapy</title>
<p>Immunogenic cell death (ICD) represents a critical mechanism by which oncolytic viruses (OV) exert antitumor effects in malignant melanoma. Upon infecting tumor cells, OV induce ICD, leading to the release of key danger signals such as high mobility group box 1 (HMGB1), adenosine triphosphate (ATP), and calreticulin (CRT). These molecules act as damage-associated molecular patterns (DAMPs), which activate the host innate immune system and initiate a cascade of immune responses (<xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>Specifically, HMGB1, normally confined to the nucleus, is released extracellularly during ICD and binds to pattern recognition receptors such as Toll-like receptors (TLRs), thereby activating downstream pathways like NF-&#x3ba;B and promoting proinflammatory cytokine secretion and immune cell activation (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>). ATP engages the P2X7 purinergic receptor, which in turn activates inflammasomes, resulting in the maturation and release of interleukin-1&#x3b2; (IL-1&#x3b2;) and recruitment of innate immune cells (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>). CRT translocates to the cell surface, serving as an &#x201c;eat-me&#x201d; signal that enhances recognition and uptake by antigen-presenting cells (APCs), particularly dendritic cells (DCs), facilitating efficient cross-presentation of tumor antigens to CD4<sup>+</sup> helper T cells and CD8<sup>+</sup> cytotoxic T lymphocytes (CTLs) (<xref ref-type="bibr" rid="B18">18</xref>).</p>
<p>During this process, CD4<sup>+</sup> T cells secrete cytokines such as IL-2 and interferon-gamma (IFN-&#x3b3;) to promote CD8<sup>+</sup> T cell activation, proliferation, and differentiation, ultimately enhancing their cytolytic capacity. Upon antigen presentation, T cell receptors (TCRs) recognize the antigen&#x2013;major histocompatibility complex (MHC) complex, and co-stimulatory signals such as B7-CD28 further amplify T cell activation. This results in the secretion of IFN-&#x3b3;, tumor necrosis factor-alpha (TNF-&#x3b1;), and other cytotoxic mediators, leading to tumor cell death and the generation of long-lived central memory T cells (Tcm) and effector memory T cells (Tem), which provide durable antitumor immunity (<xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>Moreover, the ICD process activates intracellular cytosolic DNA sensors, including the cGAS&#x2013;STING pathway, which stimulates interferon regulatory factor 3 (IRF3) and NF-&#x3ba;B, thereby inducing type I interferons (IFNs). These cytokines boost the activity of natural killer (NK) cells and macrophages, enhancing innate immune responses and contributing to overall antitumor efficacy (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>In addition to directly killing tumor cells, OV remodel tumor immunogenicity by altering surface markers, increasing susceptibility to NK cell-mediated lysis, and recruiting macrophages. OV infection promotes the polarization of macrophages from an M2 immunosuppressive phenotype to an M1 immunostimulatory phenotype, enhancing the production of IFN-&#x3b1; and IFN-&#x3b3; and further augmenting NK cell cytotoxicity (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B21">21</xref>).</p>
<p>Within the tumor microenvironment (TME), OV-infected tumor cells secrete immunomodulatory cytokines such as granulocyte-macrophage colony-stimulating factor (GM-CSF), IFN-&#x3b1;, and chemokines that facilitate immune cell recruitment while downregulating immunosuppressive cells and molecules, thereby orchestrating a comprehensive reprogramming of the TME (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>). Specifically: GM-CSF promotes the proliferation, differentiation, and activation of granulocytes and macrophages, enhancing their phagocytic and cytotoxic functions. It also supports DC maturation, thereby improving antigen presentation and activating adaptive immune responses (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>); IFN-&#x3b1; induces tumor cell apoptosis and boosts the cytotoxic functions of NK and T cells, suppressing tumor growth and proliferation (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>); CXC chemokine ligand 10 (CXCL10) and other chemokines guide OV-activated effector T cells to the tumor site, enhancing immune infiltration and antitumor activity (<xref ref-type="bibr" rid="B18">18</xref>).</p>
<p>Additionally, OV reduce the presence and function of immunosuppressive cell types such as regulatory T cells (Tregs) and myeloid-derived suppressor cells (MDSCs), while also inhibiting the expression of programmed death-ligand 1 (PD-L1) and other immunosuppressive molecules. This release from immunosuppression restores immune cell functionality and amplifies antitumor immunity (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>).</p>
<p>
<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> visually summarizes this molecular network, integrating the two core mechanisms of OV therapy: ICD&#x2013;DAMP axis activation and tumor microenvironment reprogramming, and elucidating their synergistic roles in initiating and sustaining robust antitumor immune cascades.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Molecular immune mechanisms network of oncolytic virus therapy for melanoma.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1653683-g002.tif">
<alt-text content-type="machine-generated">Flowchart titled &#x201c;Molecular Immune Mechanism Network of Oncolytic Virus Therapy for Melanoma&#x201d; illustrating immune processes. It shows pathways like immunogenic cell death and dsDNA release, leading to T cell activation, enhanced anti-tumor immunity, and long-term immune memory. Key elements include DC recruitment, antigen presentation, and TME reprogramming.</alt-text>
</graphic>
</fig>
<p>Beyond the classical ICD&#x2013;DAMP axis and TME remodeling (summarized in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), emerging molecular immune mechanisms further enhance the efficacy of OV therapy against malignant melanoma (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>): the cGAS&#x2013;STING innate immune amplification mechanism is triggered by cytosolic dsDNA released during OV infection, leading to the production of chemokines such as CXCL10 and CCL5, forming an &#x201c;interferon&#x2013;chemokine&#x201d; cascade. This process converts &#x201c;cold&#x201d; tumors into &#x201c;hot&#x201d; immunogenic phenotypes, enhancing immune infiltration and tumor clearance (<xref ref-type="bibr" rid="B26">26</xref>); tertiary lymphoid structure (TLS) induction remodels the tumor stroma and facilitates coordinated B/T cell responses. Notably, patients with high TLS density exhibit significantly prolonged 2-year recurrence-free survival, reaching up to 81.5% (<xref ref-type="bibr" rid="B27">27</xref>); ferroptosis synergy: OV efficacy is augmented by ferroptosis inducers such as Erastin, achieving tumor inhibition rates as high as 72% (<xref ref-type="bibr" rid="B28">28</xref>); antigen presentation and epigenetic activation: OV therapy upregulates MHC-I expression and, in combination with EZH2 inhibition, significantly enhances CD8<sup>+</sup> T cell tumor recognition, thereby potentiating cytotoxic immune responses (<xref ref-type="bibr" rid="B29">29</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Canonical mechanisms of oncolytic virus therapy in malignant melanoma.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Type</th>
<th valign="middle" align="left">Key molecules</th>
<th valign="middle" align="left">Mechanism</th>
<th valign="middle" align="left">Ref.</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">ICD and innate immune activation</td>
<td valign="middle" align="center">HMGB1, ATP, CRT, STING, NK cells, macrophages</td>
<td valign="middle" align="center">Release of HMGB1, ATP, and CRT activates innate immunity; STING activation induces type I IFNs; NK cells and macrophages directly kill tumor cells</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Tumor microenvironment (TME) modulation</td>
<td valign="middle" align="center">GM-CSF, IFN-&#x3b1;, CXCL10, Tregs, MDSCs, PD-L1</td>
<td valign="middle" align="center">GM-CSF and IFN-&#x3b1; activate immune cells; CXCL10 promotes T-cell infiltration; reduction of Tregs and MDSCs; PD-L1 suppression</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B27">27</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Adaptive immunity and immunological memory</td>
<td valign="middle" align="center">Tumor-specific antigens, CD4<sup>+</sup> T cells, CD8<sup>+</sup> T cells, memory T cells</td>
<td valign="middle" align="center">Cross-presentation of tumor antigens activates T cells; activated T cells exert antitumor effects and generate long-term immune memory</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B18">18</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Three major categories of mechanisms are covered: immunogenic cell death (ICD), TME modulation, and adaptive immune activation. HMGB1, high mobility group box 1; ATP, adenosine triphosphate; CRT, calreticulin; GM-CSF, granulocyte-macrophage colony-stimulating factor; CXCL10, CXC motif chemokine ligand 10; Tregs, regulatory T cells; MDSCs, myeloid-derived suppressor cells.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Emerging molecular-immune mechanisms of OV therapy in malignant melanoma.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Mechanism type</th>
<th valign="middle" align="left">Key factors</th>
<th valign="middle" align="left">Mechanism</th>
<th valign="middle" align="left">Data</th>
<th valign="middle" align="left">Ref.</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">cGAS-STING innate immune amplification</td>
<td valign="middle" align="center">cGAS, STING, TBK1, IRF3</td>
<td valign="middle" align="center">OV-released cytosolic dsDNA activates cGAS-STING and upregulates CXCL10/CCL5, forming an &#x201c;IFN-chemokine cascade&#x201d; that recruits DCs and activates CD8<sup>+</sup> T cells</td>
<td valign="middle" align="center">In melanoma, STING hypermethylation leads to immune &#x201c;coldness,&#x201d; reversible by OV reactivation</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B26">26</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">TLS (tertiary lymphoid structure) induction</td>
<td valign="middle" align="center">CXCL13, LT&#x3b2;, CCL21</td>
<td valign="middle" align="center">Neoadjuvant OrienX010 + toripalimab in 30 acral melanoma patients achieved 77.8% pathological response; TLS enrichment in responders indicates ECM remodeling and B/T-cell synergy</td>
<td valign="middle" align="center">Patients with high TLS density showed 81.5% 2-year recurrence-free survival (NCT04197882)</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B27">27</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Ferroptosis synergy</td>
<td valign="middle" align="center">ROS, LPO, GPX4 inhibition, Erastin</td>
<td valign="middle" align="center">Erastin-induced ferroptosis amplifies Ad5-KD01 OV efficacy, reducing tumor volume by 65% compared to monotherapy</td>
<td valign="middle" align="center">Tumor inhibition rate in combination group: 72% (P &lt; 0.01), with no added systemic toxicity</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B28">28</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Antigen presentation and epigenetic activation</td>
<td valign="middle" align="center">MHC-I/HLA-A, B, C; EZH2 inhibition</td>
<td valign="middle" align="center">OV enhances tumor MHC-I expression and CD8<sup>+</sup> T cell recognition; EZH2 inhibition relieves H3K27me3-mediated gene silencing</td>
<td valign="middle" align="center">In vitro: HLA-ABC &#x2191;2.3-fold, CD8<sup>+</sup> cytotoxicity &#x2191;1.9-fold</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B29">29</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>These emerging mechanisms include innate immune enhancement via cGAS-STING, TLS induction, ferroptosis synergy, and epigenetic reprogramming. TLS, tertiary lymphoid structures; ROS, reactive oxygen species; LPO, lipid peroxidation; GPX4, glutathione peroxidase 4; EZH2, enhancer of zeste homolog 2; H3K27me3, trimethylation of histone H3 at lysine 27.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Efficacy and safety of oncolytic virus therapy</title>
<p>Different oncolytic virus (OV) vectors demonstrate distinct mechanistic advantages and significant variability in efficacy and safety profiles in the treatment of malignant melanoma.</p>
<p>Mechanistically (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>), HSV-1&#x2013;based vectors exert immune-activating effects through STING pathway activation (e.g., T-VEC) and enhanced cell-to-cell fusion (e.g., RP1). Adenoviral vectors primarily induce anti-tumor responses via cGAS&#x2013;STING pathway activation and the induction of immunogenic cell death (e.g., ONCOS-102, which achieved a 70% tumor shrinkage rate), as well as through dual co-stimulatory mechanisms (e.g., LOAd703). In contrast, vesicular stomatitis virus (VSV) vectors activate innate immune signaling via the RIG-I/MDA5 axis, achieving up to a 60% tumor clearance rate (<xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Preclinical efficacy of OV therapies in malignant melanoma.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Virus</th>
<th valign="middle" align="left">Mechanism</th>
<th valign="middle" align="left">Melanoma cell lines</th>
<th valign="middle" align="left">Animal model</th>
<th valign="middle" align="left">Evaluation methods</th>
<th valign="middle" align="left">Key findings</th>
<th valign="middle" align="left">Ref.</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">HSV-1 T-VEC</td>
<td valign="middle" align="center">&#x394;ICP34.5/&#x394;ICP47 + GM-CSF; STING activation</td>
<td valign="middle" align="center">B16F10</td>
<td valign="middle" align="center">C57BL/6 (subcutaneous, syngeneic)</td>
<td valign="middle" align="center">Tumor volume, OS, CD8/Treg by flow, contralateral inhibition</td>
<td valign="middle" align="center">HSV-1 induced CXCL10, increased CD8 infiltration, inhibited contralateral tumors</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B30">30</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">HSV-1 RP1</td>
<td valign="middle" align="center">GALV-GP-R&#x2013; + GM-CSF; fusion-induced Th1 polarization</td>
<td valign="middle" align="center">A375, SK-MEL-28</td>
<td valign="middle" align="center">NSG-PDX + B16-F10 contralateral</td>
<td valign="middle" align="center">Bioluminescence imaging, PD-L1 IHC, tumor volume</td>
<td valign="middle" align="center">GALV-GP-R&#x2013; enhanced immunogenicity; &#x3b1;PD-1 combination suppressed contralateral tumors</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B75">75</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Ad5/3 ONCOS-102</td>
<td valign="middle" align="center">E1/E3-deleted + GM-CSF; cGAS-STING induction</td>
<td valign="middle" align="center">A375, A2058, SK-MEL-2, SK-MEL-28</td>
<td valign="middle" align="center">Human PBMC-human melanoma xenograft</td>
<td valign="middle" align="center">ICD markers (CRT/ATP/HMGB1), BLI, CD8 infiltration</td>
<td valign="middle" align="center">Tumor volume &#x2193;70% in hu-PBMC model; ICD markers significantly increased</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B32">32</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Ad5/35 LOAd703</td>
<td valign="middle" align="center">CD40L + 4-1BBL; DC &amp; CD8 activation</td>
<td valign="middle" align="center">SK-MEL-28, B16-hCD46</td>
<td valign="middle" align="center">SCID + B16-hCD46/C57BL/6</td>
<td valign="middle" align="center">TIL count, ELISPOT, contralateral tumor volume</td>
<td valign="middle" align="center">Murine LOAd703 + &#x3b1;PD-1/L1 led to contralateral tumor inhibition</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B76">76</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">VSV-IFN&#x3b2;-TYRP1</td>
<td valign="middle" align="center">M51R mutant + hIFN-&#x3b2;, TYRP1; RIG-I/MDA5 driven</td>
<td valign="middle" align="center">B16F10, B16-Ova</td>
<td valign="middle" align="center">C57BL/6 (subcutaneous / intravenous)</td>
<td valign="middle" align="center">Clearance rate, IFN-&#x3b3; ELISPOT, ctDNA</td>
<td valign="middle" align="center">IT+IV escalating dose achieved 60% clearance; ELISPOT&#x2191;</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B34">34</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Various OV platforms and animal models have been employed in preclinical melanoma studies. IT, intratumoral injection; IV, intravenous injection; BLI, bioluminescence imaging; IHC, immunohistochemistry; TIL, tumor-infiltrating lymphocytes; ELISPOT, enzyme-linked immunospot; ctDNA, circulating tumor DNA; NSG, NOD/SCID/IL2R&#x3b3;; PDX, patient-derived xenograft.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Clinically (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>), the therapeutic efficacy of OV varies by vector and treatment strategy:T-VEC monotherapy has demonstrated an objective response rate (ORR) of up to 31.5% and a median overall survival (mOS) of 23.3 months. Notably, it led to a &gt;50% reduction in lesion size in 34% of non-visceral and 15% of visceral uninjected tumors (<xref ref-type="bibr" rid="B35">35</xref>); RP1 combined with nivolumab in PD-1&#x2013;refractory patients achieved an ORR of 32.9%, a median duration of response (mDoR) of 33.7 months, and a 1-year survival rate of 75.3%. Impressively, 96.6% of patients experienced regression in uninjected lesions, and 39.5% achieved complete lesion clearance (<xref ref-type="bibr" rid="B36">36</xref>); OH2 monotherapy, in patients previously treated with PD-1 inhibitors, resulted in an ORR of 58.3% and a 1-year survival rate of 94.3%, with 40% experiencing reductions in uninjected lesions (<xref ref-type="bibr" rid="B19">19</xref>);ONCOS-102 combined with pembrolizumab achieved a 35% ORR in PD-1&#x2013;resistant patients, with 53% showing regression of uninjected lesions (<xref ref-type="bibr" rid="B37">37</xref>);T-VEC combined with pembrolizumab reached an ORR of 48.6%, along with a 33% reduction rate in non-injected visceral lesions (<xref ref-type="bibr" rid="B38">38</xref>).</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Clinical efficacy, systemic (abscopal) responses, and safety profile of OV therapies in melanoma.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Virus</th>
<th valign="middle" align="left">Study type</th>
<th valign="middle" align="left">Efficacy</th>
<th valign="middle" align="left">Non-injected lesions / Abscopal effects</th>
<th valign="middle" align="left">Safety indicators</th>
<th valign="middle" align="left">Ref.</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">T-VEC (HSV-1 &#x394;ICP34.5/ICP47 + GM-CSF)</td>
<td valign="middle" align="center">Phase III OPTiM (monotherapy)</td>
<td valign="middle" align="center">ORR 31.5%; CR 16.9%; mOS 23.3 months</td>
<td valign="middle" align="center">&#x2265;50% reduction: non-visceral non-injected 34%; visceral 15% (e.g., liver/lung); confirmed abscopal response in 15% of patients with &#x2265;1 distant lesion reduction</td>
<td valign="middle" align="center">Grade &#x2265;3 TRAEs 16.9% (mainly fever, chills)</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B35">35</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">T-VEC + Pembrolizumab</td>
<td valign="middle" align="center">Phase III MASTERKEY-265</td>
<td valign="middle" align="center">ORR 48.6%; CR 17.9%; PFS HR 0.86 (not significant)</td>
<td valign="middle" align="center">Phase Ib lesion analysis: &gt;50% reduction in injected lesions (82%), non-visceral non-injected (43%), visceral (33%); marked abscopal effect</td>
<td valign="middle" align="center">Grade &#x2265;3 TRAEs 20.7% (comparable to pembrolizumab alone)</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B38">38</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">RP1 (vusolimogene oderparepvec; HSV-1 + GM-CSF &amp; GALV-GP-R)</td>
<td valign="middle" align="center">Phase II IGNYTE (w/ Nivolumab)</td>
<td valign="middle" align="center">ORR 32.9%; CR 15%; mDOR 33.7 months; 1-year OS 75.3%</td>
<td valign="middle" align="center">Among RECIST 1.1 responders: &#x2265;30% reduction in injected lesions (93.6%, 73/78) vs non-injected (79.0%, 94/119); complete clearance: 53.8% injected vs 39.5% non-injected; 96.6% showed reduction in at least one non-injected lesion</td>
<td valign="middle" align="center">Grade &#x2265;3 TRAEs 9.3%; no treatment-related deaths</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B36">36</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">OH2 (HSV-2 + GM-CSF)</td>
<td valign="middle" align="center">Phase Ia/Ib (monotherapy)</td>
<td valign="middle" align="center">ORR 37.0%; prior anti-PD-1 group ORR 58.3%; 1-year OS 94.3%; mOS 28.9 months</td>
<td valign="middle" align="center">Phase Ib: 51 injected vs 20 non-injected lesions; shrinkage rate 51.0% vs 40.0%; maximum reduction 100%; complete disappearance of multiple distant nodules reported</td>
<td valign="middle" align="center">No grade &#x2265;3 treatment-related AEs observed</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B19">19</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">ONCOS-102 (Ad5/3-&#x394;E1 + GM-CSF)</td>
<td valign="middle" align="center">Phase I/II pilot (w/ Pembrolizumab)</td>
<td valign="middle" align="center">ORR 35%; mPFS/mOS still under follow-up</td>
<td valign="middle" align="center">53% of patients showed shrinkage in &#x2265;1 non-injected lesion, indicating systemic immune response</td>
<td valign="middle" align="center">No dose-limiting toxicity or grade &#x2265;3 TRAEs</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B37">37</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">V937 (Coxsackievirus A21, wild-type strain)</td>
<td valign="middle" align="center">Phase II CALM (monotherapy)</td>
<td valign="middle" align="center">Confirmed ORR 28.1%; 6-month PFS 38.6%; 12-month OS 75.4%</td>
<td valign="middle" align="center">Study reported regression in non-injected lesions, but exact quantitative data not disclosed</td>
<td valign="middle" align="center">No grade &#x2265;3 treatment-related AEs observed</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B77">77</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Clinical efficacy was evaluated based on various trials using RECIST/mRECIST/irRECIST criteria. mDOR, median duration of response; mOS, median overall survival; PFS, progression-free survival; HR, hazard ratio; NS, not significant; TRAE, treatment-related adverse event.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In terms of safety (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>), most OV-based regimens were well tolerated, with the incidence of grade &#x2265;3 treatment-related adverse events (TRAEs) generally remaining below 20%. Notably, several trials reported no grade &#x2265;3 TRAEs at all. This is in stark contrast to traditional chemotherapy and many targeted therapies, which typically report severe adverse events in 30% to 60% of cases (<xref ref-type="bibr" rid="B39">39</xref>&#x2013;<xref ref-type="bibr" rid="B42">42</xref>).</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Key bottlenecks and challenges in OV-based immunotherapy</title>
<p>In clinical practice, patient responses to oncolytic virus (OV) therapy vary significantly (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>), primarily due to the high heterogeneity of immune status, tumor microenvironment, and tumor cell gene expression profiles (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>). Among these, tumor heterogeneity plays a critical role in determining therapeutic outcomes (<xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>):Patients with BRAF wild-type tumors exhibit significantly longer disease-free survival than those with BRAF mutations (P = 0.04), with the former achieving a local objective response rate (ORR) of 80%, compared to 65% in the latter (<xref ref-type="bibr" rid="B45">45</xref>). Similarly, patients with high MITF expression show an ORR of 49%, whereas those with AXL-high tumors demonstrate a much lower ORR of only 15% (<xref ref-type="bibr" rid="B46">46</xref>). Notably, STING-low patients (~25%) can achieve 100% regression of uninjected lesions and reversal of PD-1 resistance (<xref ref-type="bibr" rid="B47">47</xref>), whereas in STING-high patients, the regression rate of uninjected tumors is &lt;10% (<xref ref-type="bibr" rid="B48">48</xref>).</p>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Efficacy of OV therapy across distinct melanoma subtypes.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Subtype</th>
<th valign="middle" align="left">TCGA frequency (Est.)</th>
<th valign="middle" align="left">Study</th>
<th valign="middle" align="left">Data</th>
<th valign="middle" align="left">Mechanistic insight</th>
<th valign="middle" align="left">Ref.</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">BRAF-V600 mutation</td>
<td valign="middle" align="center">~38%</td>
<td valign="middle" align="center">T-VEC &#xb1; BRAF/MEK inhibitors (NCT03088176); real-world data (n=68, BRAF-mut=31)</td>
<td valign="middle" align="center">DFFS superior in BRAF-WT; local ORR: 80% (WT) vs 65% (mut)</td>
<td valign="middle" align="center">MAPK hyperactivation &#x2192; &#x2191;Type I IFN, enhancing antiviral clearance; BRAF/MEKi may amplify OV replication</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B45">45</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">NRAS-Q61/K mutation</td>
<td valign="middle" align="center">15&#x2013;20%</td>
<td valign="middle" align="center">T-VEC + MEKi (Front Oncol, n=3)</td>
<td valign="middle" align="center">CR=1, PR=1, SD=1 (all &gt;35 months)</td>
<td valign="middle" align="center">MEKi enhances dsRNA/ER stress &#x2192; synergistic oncolysis; brain mets remain refractory</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B33">33</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">NF1 mutation/deletion (high TMB)</td>
<td valign="middle" align="center">12&#x2013;15%</td>
<td valign="middle" align="center">ONCOS-102 pilot: TMB-high/CD8-high &#x2192; abscopal &#x2191;</td>
<td valign="middle" align="center">&#x2014; (n=21 not stratified)</td>
<td valign="middle" align="center">Neoantigen abundance + high CD40 &#x2192; T cell recruitment; prospective validation needed</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B78">78</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Triple-WT</td>
<td valign="middle" align="center">15%</td>
<td valign="middle" align="center">Real-world ORR &#x2248; 33%; acral/mucosal OH2 ORR 33% (n=18)</td>
<td valign="middle" align="center">&#x2014;</td>
<td valign="middle" align="center">Heterogeneous CAR/Nectin-1, low IFN barrier &#x2192; moderate HSV-2 sensitivity</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B19">19</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">MITF-high / AXL-high</td>
<td valign="middle" align="center">MITF-high ~60%; AXL-high ~20%</td>
<td valign="middle" align="center">ICI-treated cohort (n=84): MITF-high more responsive than AXL-high to OV/ICI</td>
<td valign="middle" align="center">ORR: 49% (MITF-high) vs 15% (AXL-high)</td>
<td valign="middle" align="center">MITF maintains differentiation &#x2192; lower IFN resistance; AXL activates JAK/STAT &#x2192; antiviral shielding</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B46">46</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">STING-low vs STING-high</td>
<td valign="middle" align="center">~25% (STING-low/ methylated in CutMel)</td>
<td valign="middle" align="center">STING-low: D4M3A bilateral model &#x2014; T-VEC monotherapy eradicated both injected and non-injected lesions, reversing PD-1 resistance STING-high: YUMM1.7 &#x2014; limited T-VEC replication; no added benefit with PD-1 blockade STING-high + JAKi: T-VEC + Ruxolitinib led to 80% tumor shrinkage at injection sites and 40% abscopal response</td>
<td valign="middle" align="center">STING-low: 100% abscopal regression, &#x2191;mOS by 60 days STING-high: &lt;10% abscopal shrinkage; JAKi improved systemic effect</td>
<td valign="middle" align="center">STING-low: delayed IFN-&#x3b2; &#x2192; high replication + ICD STING-high: early IFN-&#x3b2; &#x2192; ISG barrier; JAKi reopens replication window while preserving ICD</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B68">68</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>OV therapy responsiveness varies by melanoma subtype. TCGA, The Cancer Genome Atlas; DFFS, distant failure-free survival; ORR, objective response rate; TMB, tumor mutational burden; ICI, immune checkpoint inhibitors; CAR, coxsackie-adenovirus receptor; JAKi, JAK inhibitor; "~" denotes approximate frequency; "vs" indicates comparison.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Beyond tumor heterogeneity, fundamental mechanistic barriers also constrain OV efficacy (<xref ref-type="table" rid="T6">
<bold>Table&#xa0;6</bold>
</xref>): the clearance of OV by pre-existing neutralizing antibodies (NAbs) significantly impairs therapeutic effectiveness. Patients with high baseline NAbs exhibit a median overall survival (mOS) of only 12.5 months, whereas those with low titers reach 21.2 months (HR &#x2248; 2.0) (<xref ref-type="bibr" rid="B49">49</xref>); intrinsic antiviral pathways limit viral propagation. High expression of type I interferons (IFNs) and interferon-stimulated genes (ISGs) in melanoma cells activates the IFNAR&#x2013;JAK/STAT pathway, upregulating PD-1 and enhancing endogenous antiviral defenses. Consequently, ISG-high patients show a much lower response rate (15%) compared to ISG-low patients (45%) (<xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B51">51</xref>); the tumor microenvironment (TME) also suppresses OV efficacy. Specifically, PD-L1 in the TME induces an immunosuppressive milieu via the glycolysis&#x2013;lactate axis, inhibiting IFN-&#x3b2; production and dampening immune activation (<xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B51">51</xref>).</p>
<table-wrap id="T6" position="float">
<label>Table&#xa0;6</label>
<caption>
<p>Key mechanistic barriers to OV therapy and corresponding strategies.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Challenge</th>
<th valign="middle" align="left">Data</th>
<th valign="middle" align="left">Research progress</th>
<th valign="middle" align="left">Strategic countermeasures</th>
<th valign="middle" align="left">Ref.</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Host neutralizing antibodies (NAb) &amp; innate viral clearance</td>
<td valign="middle" align="center">In DIPG trials, patients with high pre-existing Ad5 NAb had shorter mOS (12.5 vs 21.2 months; HR &#x2248; 2.0) using &#x394;24-RGD OV</td>
<td valign="middle" align="center">&#x394;24-RGD-H43m (serotype-switched vector) for Ad5-exposed patients under IND submission</td>
<td valign="middle" align="center">Serotype substitution, polymer shielding, MSC carriers, sequential serological monitoring</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B49">49</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Intracellular resistance via Type I IFN / ISG upregulation</td>
<td valign="middle" align="center">Nat Commun 2024: IFNAR-JAK/STAT axis drives PD-1 upregulation in melanoma cells; JEM 2024: PD-L1 suppresses intracellular IFN-&#x3b2; via glycolysis-lactate axis; ISG-high tumors show poorest response</td>
<td valign="middle" align="center">IGNYTE biomarker analysis: ORR &#x2248; 45% in ISG-low vs &#x2248;15% in ISG-high patients</td>
<td valign="middle" align="center">JAK/STAT inhibition, epigenetic modulation (EZH2/HDAC), or IFN antagonists (e.g., V protein, B18R) within OV genome</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B51">51</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Tumor stromal barriers limiting viral diffusion</td>
<td valign="middle" align="center">VV-Hyaluronidase degraded HA (&#x2193;70%) and increased CD8<sup>+</sup> T cell infiltration 3.2&#xd7;; B16F10 model showed &#x2248;70% tumor suppression</td>
<td valign="middle" align="center">VV-Hyal + anti&#x2013;PD-1 combo entering Phase I/II (Melanoma cohort, IND #16572)</td>
<td valign="middle" align="center">Insertion of hyaluronidase or MMP-9 into HSV/AdV; co-delivery of ECM-degrading enzymes with OV</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B52">52</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Immunosuppressive TME and cold phenotype</td>
<td valign="middle" align="center">cGAS-STING hypermethylation &#x2192; immune cold state; OV-induced cytosolic dsDNA can restore this axis (&#x2191;CXCL10/CCL5); oHSV-OrienX010 + Toripalimab neoadjuvant trial (NCT04197882): TLS enrichment with 77.8% pathological response</td>
<td valign="middle" align="center">RP1 + Nivolumab (IGNYTE) in anti&#x2013;PD-1 failure cohort: ORR 33.6%, CR 14.7%, median DOR &gt;35 months, well-tolerated</td>
<td valign="middle" align="center">Engineering of STING agonists, CD40L, IL-12 into OV; combination with LAG-3/TIGIT blockade; neoadjuvant TLS induction</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B65">65</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Summary of mechanistic barriers and corresponding therapeutic strategies. NAb, neutralizing antibody; OS, overall survival; HR, hazard ratio; ISG, interferon-stimulated gene; ORR, objective response rate; HA, hyaluronic acid; ECM, extracellular matrix; TLS, tertiary lymphoid structure; DOR, duration of response.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In addition, the stromal barrier contributes to immune exclusion. For instance, VV-Hyal&#x2014;a hyaluronidase-expressing vaccinia virus&#x2014;can degrade up to 70% of intratumoral hyaluronic acid (HA), resulting in a 3.2-fold increase in T cell infiltration and enhanced antitumor immunity (<xref ref-type="bibr" rid="B52">52</xref>). Despite these findings, the molecular mechanisms underlying these resistance factors remain incompletely understood (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B54">54</xref>).</p>
<p>Moreover, although OV therapies have generally demonstrated favorable safety profiles, off-target risks and viral shedding remain significant safety and regulatory concerns. For example, HSV-DNA has been detected in wound exudate dressings in up to 37% of cases, and rare instances of disseminated HSV infection have been reported even in immunocompetent patients (<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B56">56</xref>), indicating the potential for viral shedding and transmission. Regulatory agencies including the FDA (<xref ref-type="bibr" rid="B57">57</xref>), EMA (<xref ref-type="bibr" rid="B58">58</xref>), and PMDA (<xref ref-type="bibr" rid="B59">59</xref>) have acknowledged these concerns. However, &gt;60% of OV clinical trials monitor only blood samples (<xref ref-type="bibr" rid="B60">60</xref>), suggesting an underestimation or neglect of shedding risk. This limited sampling approach hinders the implementation of crucial regulatory requirements, such as assessing multi-route shedding and defining sustained shedding as &gt;3 log<sub>10</sub> copies in urine/saliva/feces, which mandates isolation measures (<xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B61">61</xref>) (<xref ref-type="table" rid="T7">
<bold>Table&#xa0;7</bold>
</xref>). Therefore, the safety risks and regulatory oversight in OV therapy demand renewed scrutiny and should not be underestimated.</p>
<table-wrap id="T7" position="float">
<label>Table&#xa0;7</label>
<caption>
<p>Safety concerns (off-target effects and viral shedding) and regulatory challenges of oncolytic virus (OV) therapy, along with corresponding mitigation strategies.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Category</th>
<th valign="middle" align="left">Evidence / guideline title</th>
<th valign="middle" align="left">Issuing body &amp; year</th>
<th valign="middle" align="left">Key focus</th>
<th valign="middle" align="left">Off-target risk</th>
<th valign="middle" align="left">Viral shedding</th>
<th valign="middle" align="left">Mitigation strategy</th>
<th valign="middle" align="left">Ref.</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Regulatory</td>
<td valign="middle" align="center">Design and Analysis of Shedding Studies for Virus- or Bacteria-Based Gene-Therapy and Oncolytic Products</td>
<td valign="middle" align="center">FDA CBER, 2019 (Current)</td>
<td valign="middle" align="center">Specifies when and how to collect saliva, blood, urine, and injection site swabs using qPCR in preclinical and clinical phases</td>
<td valign="middle" align="center">(1) Potential person-to-person transmission (2); Antiviral sensitivity (e.g., HSV-1 to acyclovir)</td>
<td valign="middle" align="center">Shedding monitoring must continue until 3 consecutive negatives; protective measures for contacts required</td>
<td valign="middle" align="center">Shedding plan and caregiver protection protocol must be submitted with the IND</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B57">57</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Regulatory</td>
<td valign="middle" align="center">Determining the Need for and Content of Environmental Assessments...</td>
<td valign="middle" align="center">FDA CBER, 2015</td>
<td valign="middle" align="center">Triggers and content requirements for Environmental Assessment (EA)</td>
<td valign="middle" align="center">(1) Wild-type reversion or recombination (2); Animal host infection risk</td>
<td valign="middle" align="center">Required to describe potential shedding routes and inactivation processes</td>
<td valign="middle" align="center">EA submission mandatory if predicted shedding &#x2265;10<sup>8</sup> PFU/day</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B61">61</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Regulatory</td>
<td valign="middle" align="center">EMA/CAT/22473/2025: Requirements for ATMP Quality, Non-Clinical, and Clinical Data</td>
<td valign="middle" align="center">EMA CAT/CHMP, Effective July 2025</td>
<td valign="middle" align="center">Quality framework for ATMP clinical trials</td>
<td valign="middle" align="center">(1) Genomic integration/germline exposure (2); Viral replication/reactivation</td>
<td valign="middle" align="center">Section 5.3 mandates quantification of shedding curve and infectivity; long-term shedding (&gt;90 days) must be followed</td>
<td valign="middle" align="center">QP must include terminal inactivation validation in IMPD</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B58">58</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Regulatory</td>
<td valign="middle" align="center">Environmental Risk Assessment of Advanced Therapies</td>
<td valign="middle" align="center">EMA Scientific Review, 2021</td>
<td valign="middle" align="center">Comparative analysis of ERA practices in EU, US, and JP</td>
<td valign="middle" align="center">Recombinant risk and aquatic viral accumulation</td>
<td valign="middle" align="center">Products with high replication &amp; long half-life suggested as Tier I risk; &#x2265;2 biofluid matrices must be monitored</td>
<td valign="middle" align="center">Offers 5-step ERA template to facilitate IND preparation</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B66">66</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Regulatory</td>
<td valign="middle" align="center">Specific Description of ERA for Viral Vectors</td>
<td valign="middle" align="center">PMDA, Japan, 2024</td>
<td valign="middle" align="center">Type-1 use approval and viral vector ERA definition</td>
<td valign="middle" align="center">(1) Vertical transmission (germline integration) (2); Reactivation in immunosuppressed hosts</td>
<td valign="middle" align="center">Shedding &gt;3 log<sub>10</sub> copies in urine/saliva/feces considered &#x201c;persistent&#x201d; and requires isolation</td>
<td valign="middle" align="center">Emphasizes compliance with Japan&#x2019;s GMO regulations for laboratory containment classification</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B59">59</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Clinical Study</td>
<td valign="middle" align="center">T-VEC Shedding Study in Melanoma (N=24)</td>
<td valign="middle" align="center">Multicenter Phase I/II, 2019</td>
<td valign="middle" align="center">HSV-1&#x2013;based vector</td>
<td valign="middle" align="center">One rare case of disseminated HSV (see B-2)</td>
<td valign="middle" align="center">HSV-DNA detected in 37% of dressing exudates; live virus cultured in only 1.6%; urine/saliva negative</td>
<td valign="middle" align="center">Recommend dressing change within 48 h and use of gloves by caregivers</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B55">55</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Case Report</td>
<td valign="middle" align="center">Disseminated HSV from T-VEC</td>
<td valign="middle" align="center">JAAD Case Rep, 2022</td>
<td valign="middle" align="center">Immunocompetent patient</td>
<td valign="middle" align="center">Neuro-pseudomembranous inflammation and cutaneous spread via ICP34.5-deleted virus</td>
<td valign="middle" align="center">Same antiviral sensitivity as wild-type HSV-1; resolved with acyclovir</td>
<td valign="middle" align="center">FDA classified this as a reportable serious adverse event requiring annual updates</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B56">56</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Clinical Study</td>
<td valign="middle" align="center">ONCOS-102 Phase I (N=12)</td>
<td valign="middle" align="center">J Immunother Cancer, 2016</td>
<td valign="middle" align="center">Adenovirus 5/3-based vector</td>
<td valign="middle" align="center">No observed recombination events</td>
<td valign="middle" align="center">Urine/saliva detection 8&#x2013;17%, all &#x2264;10&#xb2; genome copies; no viable virus recovered</td>
<td valign="middle" align="center">Shedding classified as &#x201c;sporadic and low risk,&#x201d; yet re-evaluation recommended</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B79">79</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Clinical Study</td>
<td valign="middle" align="center">OH2 Phase Ia/Ib (HSV-2, N=44)</td>
<td valign="middle" align="center">J Immunother Cancer, 2025</td>
<td valign="middle" align="center">HSV-2&#x2013;based recombinant vector</td>
<td valign="middle" align="center">No neurotoxicity or recombination observed</td>
<td valign="middle" align="center">Low-level viral DNA in blood/saliva; urine negative; no viable virus cultured</td>
<td valign="middle" align="center">Recommend local injection site coverage within 24 h; BSL-2 containment advised</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B19">19</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Preclinical</td>
<td valign="middle" align="center">TG6002 (VACV) in Canine Safety/Shedding Model</td>
<td valign="middle" align="center">Sci Rep, 2021</td>
<td valign="middle" align="center">Recombinant vaccinia virus</td>
<td valign="middle" align="center">Trace DNA in spleen, no systemic toxicity</td>
<td valign="middle" align="center">No detectable virus in urine, saliva, or feces</td>
<td valign="middle" align="center">Supports potential for intravenous administration</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B80">80</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Review</td>
<td valign="middle" align="center">Systematic Review of OV Shedding Data</td>
<td valign="middle" align="center">Vaccines, 2023</td>
<td valign="middle" align="center">Meta-analysis of 73 clinical trials</td>
<td valign="middle" align="center">Summarized off-target risks: germline, recombination, environmental spread</td>
<td valign="middle" align="center">&gt;60% of trials only monitored blood; respiratory/fluid sampling underrepresented</td>
<td valign="middle" align="center">Provides ERA-shedding checklist to guide sponsor regulatory planning</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B60">60</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Summary of OV-related biosafety and regulatory challenges. FDA, Food and Drug Administration; EMA, European Medicines Agency; PMDA, Pharmaceuticals and Medical Devices Agency (Japan); CBER, Center for Biologics Evaluation and Research; EA, Environmental Assessment; ATMP, Advanced Therapy Medicinal Product; ERA, Environmental Risk Assessment; BSL-2, Biosafety Level 2; PFU, Plaque-Forming Units.</p>
</fn>
<fn>
<p>Definition of viral shedding: Detection of viral nucleic acid or live virus in body fluids.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>In the next 5&#x2013;10 years, technologies such as single-cell RNA sequencing (scRNA-seq) are expected to enable a more refined understanding of gene expression profiles, cellular subtypes, and functional states of both tumor and immune cells at single-cell resolution. This will facilitate the resolution of tumor microenvironment (TME) complexity and intratumoral heterogeneity (<xref ref-type="bibr" rid="B62">62</xref>&#x2013;<xref ref-type="bibr" rid="B64">64</xref>). Furthermore, molecular profiling will enable the design of OV with selective infectivity and cytotoxicity toward specific tumor cell subpopulations, thereby improving treatment precision and efficacy (<xref ref-type="bibr" rid="B62">62</xref>&#x2013;<xref ref-type="bibr" rid="B64">64</xref>). Among these approaches, genome editing technologies such as CRISPR/Cas systems stand out as promising tools for enhancing the immunostimulatory potency of OV and addressing tumor heterogeneity (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B64">64</xref>).</p>
<p>To overcome key mechanistic barriers (<xref ref-type="table" rid="T6">
<bold>Table&#xa0;6</bold>
</xref>), multiple strategies are being developed. For instance, host-mediated viral clearance due to pre-existing neutralizing antibodies (NAbs) can be mitigated by employing rare serotype recombinants such as &#x394;24-RGD-H43m (in Ad5-preexposed populations), polymer shielding, or mesenchymal stem cell (MSC)-based delivery platforms (<xref ref-type="bibr" rid="B49">49</xref>). Intracellular resistance resulting from elevated type I interferon (IFN) or interferon-stimulated gene (ISG) expression may be alleviated through combination therapies involving JAK/STAT inhibitors, EZH2/HDAC epigenetic modulators, or the insertion of IFN antagonistic genes (e.g., V protein, B18R) into the OV genome (<xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B51">51</xref>). Dense stromal barriers may be addressed by engineering OV (e.g., HSV/AdV) to express hyaluronidase or MMP-9, co-administering ECM-degrading enzymes, or using combination therapies such as VV-Hyal with anti-PD-1 antibodies (<xref ref-type="bibr" rid="B52">52</xref>). To remodel immunosuppressive TMEs and convert &#x201c;cold&#x201d; tumors into &#x201c;hot&#x201d; phenotypes, arming OV with STING agonists, CD40L, IL-12, or combining them with LAG-3/TIGIT inhibitors has demonstrated therapeutic potential (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B65">65</xref>).</p>
<p>From a safety and regulatory standpoint (<xref ref-type="table" rid="T7">
<bold>Table&#xa0;7</bold>
</xref>), the next 5&#x2013;10 years will see the progressive implementation of policies and clinical guidelines. Regulatory authorities such as the FDA, PMDA, and EMA are enforcing standards including the requirement for &#x201c;three consecutive negative tests before sampling cessation&#x201d; (<xref ref-type="bibr" rid="B57">57</xref>) and &#x201c;isolation for patients with viral shedding &gt;3 log<sub>10</sub> copies&#x201d; (<xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B66">66</xref>). In clinical settings, protocols such as &#x201c;dressing changes within 48 hours&#x201d; (<xref ref-type="bibr" rid="B55">55</xref>) and &#x201c;monitoring across &#x2265;2 fluid matrices&#x201d; (<xref ref-type="bibr" rid="B66">66</xref>) will help enhance biosafety awareness and improve safety evaluation frameworks. Collectively, these advances are expected to contribute to the establishment of standardized international regulations and risk-stratified safety management systems, addressing both off-target risks and viral shedding concerns associated with OV therapy.</p>
<p>In parallel, research into predictive biomarkers for OV therapy will continue to expand and shape clinical decision-making, especially in balancing antiviral and antitumor immune responses (<xref ref-type="table" rid="T8">
<bold>Table&#xa0;8</bold>
</xref>). Predictive biomarkers such as baseline NAb titers and ISG signatures will become more widely used to anticipate treatment responses and therapeutic efficacy (<xref ref-type="bibr" rid="B67">67</xref>, <xref ref-type="bibr" rid="B68">68</xref>). Functional biomarkers, including STING promoter methylation and MITF/AXL expression ratios, will inform virus vector selection and combination strategies (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B69">69</xref>). Dynamic response biomarkers&#x2014;such as post-treatment increases in CD8<sup>+</sup> tumor-infiltrating lymphocytes (TILs) and PD-L1 expression, as well as the rate of circulating tumor DNA (ctDNA) clearance&#x2014;will facilitate real-time efficacy assessment and dose adjustment (<xref ref-type="bibr" rid="B36">36</xref>). In addition, tumor mutational burden (TMB), a known double-edged biomarker, will be integrated into refined prognostic models (<xref ref-type="bibr" rid="B37">37</xref>).</p>
<table-wrap id="T8" position="float">
<label>Table&#xa0;8</label>
<caption>
<p>Emerging biomarkers for Oncolytic Virus (OV) therapy in malignant melanoma.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Biomarker</th>
<th valign="middle" align="left">Study</th>
<th valign="middle" align="left">Key findings</th>
<th valign="middle" align="left">Underlying mechanism (Antiviral vs antitumor immunity)</th>
<th valign="middle" align="left">Ref.</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Baseline Neutralizing Antibody (NAb) Titer (&#x2265;1:64)</td>
<td valign="middle" align="center">Pooled serological analysis + Ad5/3 OAds Phase I&#x2013;II; n &#x2248; 120</td>
<td valign="middle" align="center">High NAb &#x2191; &#x2192; rapid viral clearance, &#x2193; ORR &amp; OS; low/negative NAb &#x2192; sustained replication and survival benefit</td>
<td valign="middle" align="center">Prior exposure to adenovirus activates humoral antiviral barrier, hindering intratumoral reinfection</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B67">67</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Serum IL-8 Levels and Dynamics (ELISA)</td>
<td valign="middle" align="center">Retrospective OAd study (22 melanoma cases)</td>
<td valign="middle" align="center">Low baseline IL-8 &amp; post-treatment &#x2193; &#x2192; improved mOS; post-treatment &#x2191; &#x2192; poor prognosis</td>
<td valign="middle" align="center">IL-8 recruits neutrophils, which suppress T cells and limit viral amplification; reduction may balance immunity</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B81">81</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Type I IFN Gene Signature (ISG-high)</td>
<td valign="middle" align="center">Mechanistic reviews + multi-model validation + T-VEC lesion transcriptomics</td>
<td valign="middle" align="center">Overactivation &#x2193; &#x2192; impairs viral replication and response; moderate activation &#x2191; &#x2192; enhances T cell recruitment and ORR</td>
<td valign="middle" align="center">IFN-&#x3b1;/&#x3b2; act as both antiviral barriers and antigen presentation enhancers&#x2014;requiring temporal &#x201c;windowed&#x201d; regulation</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B68">68</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">STING Promoter Methylation / STING Expression</td>
<td valign="middle" align="center">MSP / IHC / WES in melanoma cohorts + CRISPR models</td>
<td valign="middle" align="center">Hypomethylation/high expression &#x2191; &#x2192; hotter TME, more TILs and improved ORR; hypermethylation silences IFN pathway</td>
<td valign="middle" align="center">Low STING expression dampens dsDNA-triggered antiviral and immunogenic signals; demethylating agents may restore both</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B26">26</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">MITF/AXL Phenotype</td>
<td valign="middle" align="center">IHC / transcriptomic ratios + in vitro testing across viruses</td>
<td valign="middle" align="center">MITF^high / AXL^low &#x2191; &#x2192; more sensitive to HSV/OAd replication &amp; lysis; AXL^high subtype resists VSV/T-VEC</td>
<td valign="middle" align="center">MITF^high is linked to low IFN-I expression, allowing replication; AXL activates STAT-IFN signaling, enhancing clearance</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B69">69</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Tumor Mutational Burden (TMB)</td>
<td valign="middle" align="center">ONCOS-102 + anti&#x2013;PD-1&#x2013;resistant melanoma pilot; n=21</td>
<td valign="middle" align="center">High TMB (median 11.3 vs 4.2 mut/Mb) &#x2191; &#x2192; sustained CD8<sup>+</sup> infiltration and 60% ORR; low TMB &#x2192; 0% ORR</td>
<td valign="middle" align="center">Elevated TMB generates neoantigens for OV-induced cross-presentation; however, excessively high TMB may trigger endogenous IFN</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B37">37</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">Post-treatment CD8<sup>+</sup> TIL &amp; PD-L1 Elevation</td>
<td valign="middle" align="center">IHC (Baseline vs D43) in RP1 + Nivolumab (IGNYTE, n=140)</td>
<td valign="middle" align="center">CD8<sup>+</sup>&#x2191;/PD-L1&#x2191; associated with ORR 33.6%; no significant upregulation in non-responders</td>
<td valign="middle" align="center">OV-induced lysis releases PAMP/DAMPs, activating local IFN-&#x3b3; loop; PD-L1 upregulation suggests need for ICI combination</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B36">36</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">ctDNA (Tumor/Viral Sequences)</td>
<td valign="middle" align="center">High-risk stage II&#x2013;III melanoma surveillance study</td>
<td valign="middle" align="center">Rapid ctDNA clearance &#x2191; &#x2192; improved RFS; persistent viral DNA suggests intratumoral replication window</td>
<td valign="middle" align="center">Dynamic ctDNA reflects both tumor burden and viral genome presence, aiding therapeutic balance monitoring</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B82">82</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Overview of recent biomarker advances in melanoma OV therapy, focusing on the balance between antiviral and antitumor immunity.</p>
</fn>
<fn>
<p>Reading guide: &#x201c;&#x2191;&#x201d; indicates a biomarker level positively correlated with efficacy; &#x201c;&#x2193;&#x201d; indicates association with reduced efficacy.</p>
</fn>
<fn>
<p>NAb, Neutralizing Antibody; IL-8, Interleukin-8; MSP, Methylation-Specific PCR; WES, Whole-Exome Sequencing; ddPCR, Digital Droplet PCR; RFS, Recurrence-Free Survival.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The rapid advancement of artificial intelligence (AI) technologies is poised to revolutionize OV-based cancer therapy. Machine learning algorithms will integrate clinical, transcriptomic, radiologic, and biomarker datasets to generate individualized predictive models, guiding vector selection, dose optimization, and combinatorial design (<xref ref-type="bibr" rid="B62">62</xref>&#x2013;<xref ref-type="bibr" rid="B64">64</xref>). When coupled with single-cell omics, AI will aid in addressing tumor heterogeneity at the cellular level (<xref ref-type="bibr" rid="B62">62</xref>&#x2013;<xref ref-type="bibr" rid="B64">64</xref>). Integration of AI with CRISPR/Cas-based editing will further accelerate the development of OV with enhanced immunogenicity and safety profiles (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B64">64</xref>). Nanotechnology platforms will facilitate the co-delivery of OV with immunomodulators or chemotherapeutics, promoting synergistic therapeutic effects (<xref ref-type="bibr" rid="B62">62</xref>&#x2013;<xref ref-type="bibr" rid="B64">64</xref>). The emergence of multi-targeting viral vectors will allow simultaneous infection of diverse tumor cell subsets and sustained release of immunoregulatory molecules, thereby amplifying antitumor immunity (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B64">64</xref>).</p>
<p>Finally, as large-scale randomized clinical trial data accumulates and AI algorithms continue to evolve, key prognostic factors&#x2014;such as the optimal timing, dosage, and sequencing of OV combination regimens&#x2014;will be more accurately defined (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B70">70</xref>&#x2013;<xref ref-type="bibr" rid="B74">74</xref>), ultimately enabling a broader population of patients with malignant melanoma to benefit from OV therapy.</p>
<p>Oncolytic virus (OV) therapy induces immunogenic cell death (ICD), which releases damage-associated molecular patterns (DAMPs) and activates the cGAS-STING pathway, thereby transforming immunologically &#x201c;cold&#x201d; tumors (with a PD-1 inhibitor objective response rate [ORR] of only 38%) into &#x201c;hot&#x201d; tumors. This process increases the proportion of CD103<sup>+</sup> dendritic cells (DCs) from 5% to 25%. Clinically, T-VEC combined with pembrolizumab has demonstrated an ORR of 48.6% with a treatment-related serious adverse event rate below 20%. In the future, artificial intelligence (AI)-guided approaches may facilitate individualized and precise OV-based therapies.</p>
<p>This diagram illustrates the immunoactivation network triggered by OV therapy in melanoma. Upon infection, OV activates two parallel pathways: the left axis represents the ICD pathway, leading to the release of DAMPs, while the right axis shows the cGAS-STING pathway, upregulating type I interferons and CXCL10. Together, these pathways enhance dendritic cell activation, tumor antigen cross-presentation, and T-cell responses, and promote tumor microenvironment (TME) reprogramming and tertiary lymphoid structure (TLS) formation, establishing durable antitumor immunity. Color-coded stages include: initiation events (blue), early molecular signals (green), immune cell activation (orange), TME remodeling (red), and long-term immune memory (purple). Solid arrows indicate direct effects, and dashed arrows indicate promoting relationships.</p>
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<p>J-WW: Conceptualization, Investigation, Visualization, Writing &#x2013; original draft. QF: Investigation, Project administration, Resources, Writing &#x2013; review &amp; editing. J-HL: Supervision, Writing &#x2013; review &amp; editing. J-JX: Project administration, Supervision, Writing &#x2013; review &amp; editing.</p>
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