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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.2025.1632705</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Another power of antibody-drug conjugates: immunomodulatory effect and clinical applications</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Shi</surname>
<given-names>Ruotong</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/3170110/overview"/>
<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/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jia</surname>
<given-names>Lin</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lv</surname>
<given-names>Zheng</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2855678/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Cui</surname>
<given-names>Jiuwei</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/919060/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Oncology Department, Cancer Center, The First Hospital of Jilin University</institution>, <addr-line>Changchun</addr-line>,&#xa0;<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/2881254/overview">Jack Shih-Hsun Chen</ext-link>, AbbVie, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3127852/overview">Whi-An Kwon</ext-link>, Hanyang University, Republic of Korea</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Zheng Lv, <email xlink:href="mailto:lvz@jlu.edu.cn">lvz@jlu.edu.cn</email>; Jiuwei Cui, <email xlink:href="mailto:Cuijw@jlu.edu.cn">Cuijw@jlu.edu.cn</email>
</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2020;ORCID: Zheng Lv, <uri xlink:href="https://orcid.org/0009-0007-8546-5681">orcid.org/0009-0007-8546-5681</uri>; Jiuwei Cui, <uri xlink:href="https://orcid.org/0000-0001-6496-7550">orcid.org/0000-0001-6496-7550</uri>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1632705</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Shi, Jia, Lv and Cui.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Shi, Jia, Lv and Cui</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>Antibody-drug conjugates (ADCs) enhance tumour immunogenicity through multidimensional immune modulation beyond targeted cytotoxicity. The immune remodelling of the tumour microenvironment (TME) suggests potential synergistic mechanisms with immune checkpoint inhibitors (ICIs): ICIs amplify antitumour immune responses by blocking inhibitory signals. Preclinical studies and preliminary clinical evidence demonstrate their synergistic efficacy; however, mechanistic synergy requires further experimental validation. Current challenges encompass the impact of heterogeneous TME on therapeutic outcomes and toxicity risks including interstitial lung disease. Advancing the translational potential of combination therapies necessitates optimised linker designs, development of immunostimulatory payloads, and establishment of precise biomarker frameworks. This review investigates the immunomodulatory mechanisms of ADCs, providing a theoretical foundation and novel directions for antitumour combination therapies and next-generation ADC development.</p>
</abstract>
<kwd-group>
<kwd>antibody-drug conjugates</kwd>
<kwd>immune checkpoint inhibitors</kwd>
<kwd>tumour micro-environment</kwd>
<kwd>immunoregulation</kwd>
<kwd>tumour immunology</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="66"/>
<page-count count="10"/>
<word-count count="3777"/>
</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>ADCs, or antibody-drug conjugates, are a class of targeted-cytotoxic anticancer therapies with three major components: an antibody, a linker, and a payload (<xref ref-type="bibr" rid="B1">1</xref>). The payload of a classical antibody-drug conjugate is usually borne by a chemotherapeutic drug (cytotoxic drug), the antibody plays a targeting role, and the linker combines the two main components mentioned above to ensure that the drug exerts its efficacy only after it reaches the target tissue (<xref ref-type="bibr" rid="B2">2</xref>). The anti-tumour effects of ADCs are achieved through three main mechanisms: the target-specific cytotoxicity, the blockade of cell signal transduction pathways, and the immunologic regulation (<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>). ADCs are targeted, cytotoxic, and relatively long-term anti-neoplastic agents. Moreover, the long-term anti-tumour effect comes from its positive modulation of the anti-tumour immune effect, which enhances the immunogenicity of the tumour microenvironment (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>).</p>
<p>The regulation of anti-tumour immune activity by ADCs covers many aspects, the most critical being its regulation of various immune components in the tumour immune microenvironment (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>). The immunogenicity of the TME affects the response level of tumour tissues to anti-tumour drugs, and the more active the TME is, the better the prognosis of patients will be (<xref ref-type="bibr" rid="B9">9</xref>&#x2013;<xref ref-type="bibr" rid="B11">11</xref>). A large number of studies have shown that ADCs can regulate the phenotypic differentiation of immune cells, the infiltration level, the secretion level of inflammatory factors, and the immunomemory formation in multiple dimensions. As a result, the immunogenicity of TME could be improved and the strength of anti-tumour immune response could be significantly increased (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B12">12</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>).</p>
<p>Considering the upward regulating effect of ADCs on the tumour immune microenvironment, some researchers have combined it with anti-tumour immunotherapy, intending to obtain better efficacy (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). The anti-tumour effect of ICI(immune checkpoint inhibitor), depends on the target antigen expression level and the tumour microenvironment&#x2019;s immunogenicity (<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B22">22</xref>). The combination of ADCs and ICIs has been shown in clinical studies to provide patients with more significant benefits than either therapy alone (<xref ref-type="bibr" rid="B23">23</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>).</p>
<p>Contemporary investigations into antibody-drug conjugates remain disproportionately centred on their tumour-killing efficacy, with scant attention accorded to their immunomodulatory functionalities. This review focuses on the modulating effect of ADCs on anti-tumour immunity. It aims to provide a more comprehensive and systematic account of the immunomodulatory effects of ADCs. And it also collate information on the relevant clinical trials of the antibody-drug conjugate and immune checkpoint inhibitor (ADC-ICI) therapy to provide theoretical support for the new therapy&#x2019;s clinical application.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Immunomodulatory mechanisms of antibody-drug conjugates</title>
<p>Antibody-drug conjugates (ADCs) exert antitumour effects through a three-pronged mechanism: (1) Targeted cytotoxicity against antigen-expressing tumour cells; (2) Bystander effect-mediated elimination of adjacent malignant cells; and (3) Immunomodulatory remodelling &#x200b;of the tumour microenvironment (TME), enabling sustained therapeutic efficacy (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). The immunoregulatory functions of ADCs primarily arise from payload-induced immunogenic cell death (ICD) and synergistic contributions of the antibody component (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Key components and mechanisms of action of ADCs: <bold>(A)</bold> ADC enhances immune component activity within the TME; <bold>(B)</bold> ADC mediates tumour cell killing via the ADCC pathway; <bold>(C)</bold> ADC induces tumour cell elimination through the ADCP pathway; <bold>(D)</bold> ADC triggers the necrotic death of tumour cells via the CDC pathway; <bold>(E)</bold> ADC blocks cell signalling transduction to inhibit tumour growth; <bold>(F)</bold> ADC is recognised and internalised, and the cytotoxic payloads are released into the TME; <bold>(G)</bold> The released cytotoxic load can cause apoptosis of surrounding tumour cells via the bystander pathway. Created with Biorender.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1632705-g001.tif">
<alt-text content-type="machine-generated">Diagram illustrating the classical and possible immunological mechanisms of antibody-drug conjugates in cancer treatment. Sections highlight processes such as blocking signal transduction, necrotic death, apoptosis, phagocytosis, and immunomodulation. Key elements include payload, Fc and Fab regions of antibodies, various immune cells like NK cells and macrophages, and interactions with cancer cells through pathways like ADCC, ADCP and the bystander effect. The image emphasizes the bystander effect and the release of pro-inflammatory cytokines.</alt-text>
</graphic>
</fig>
<sec id="s3_1">
<label>2.1</label>
<title>Payload-mediated immunoregulation in ADCs</title>
<p>Cytotoxic payloads, including topoisomerase I inhibitors and monomethyl auristatin E (MMAE), ICD by disrupting DNA replication or microtubule dynamics. This process releases three key immunogenic signals: (1) Increase in damage-associated molecular patterns (DAMPs) such as extracellular adenosine triphosphate (ATP), high mobility group box 1 (HMGB1), and surface-exposed calreticulin (CALR), activating the anti-tumour immune effects; (2) Enhancement of cross-presentation of tumour-associated antigens (TAAs), which could prime T cell responses; and (3) High expression of pro-inflammatory cytokines like IFN-&#x3b3;, which recruit and activate NK cells and T lymphocytes (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B28">28</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>). Brentuximab vedotin (BV), an anti-CD30-MMAE conjugate, exemplifies this mechanism by elevating IL-10 and IL-18 levels, thereby reprogramming the TME towards an immunostimulatory state (<xref ref-type="bibr" rid="B28">28</xref>). The ICD cascade establishes a self-amplifying loop that enhances immune-mediated tumour clearance and sustains DAMP release (<xref ref-type="bibr" rid="B14">14</xref>).</p>
</sec>
<sec id="s3_2">
<label>2.2</label>
<title>Antibody-dependent immune activation</title>
<p>The Fc domain of ADCs engages innate immunity through antibody-dependent cellular cytotoxicity (ADCC), phagocytosis (ADCP), and complement activation (CDC). These mechanisms enhance tumour lysis by natural killer cells(NK cells) and macrophages (<xref ref-type="bibr" rid="B31">31</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>). Cleavable linkers (e.g., valine-citrulline) further amplify cytotoxicity by enabling payload diffusion to neighbouring cells, a phenomenon termed the &#x201c;bystander effect.&#x201d; This not only broadens tumour cell killing but also releases TAAs for cross-presentation, thereby bridging innate and adaptive immunity (<xref ref-type="bibr" rid="B34">34</xref>). High drug-to-antibody ratios (DARs), as exemplified by trastuzumab deruxtecan (T-DXd, DAR=8), maximise bystander activity, whereas non-cleavable linkers (e.g., in trastuzumab emtansine [T-DM1], DAR=3.5) restrict payload diffusion (<xref ref-type="bibr" rid="B35">35</xref>). T-DXd eradicates antigen-heterogeneous tumours via this mechanism while promoting dendritic cells (DCs) activation and durable immune memory (<xref ref-type="bibr" rid="B36">36</xref>).</p>
</sec>
<sec id="s3_3">
<label>2.3</label>
<title>ADC-driven remodelling of the tumour immune landscape</title>
<p>ADCs orchestrate multicellular immune activation within the TME: For dendritic cell activation, ADCs upregulate co-stimulatory molecules (CD80/CD86) and MHC-II on intratumoural DCs, enhancing antigen presentation (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B37">37</xref>). Dolastatin-derived payloads (e.g., monomethyl auristatin E [MMAE]) further augment DC maturation, migration to lymph nodes, and T cell priming (<xref ref-type="bibr" rid="B30">30</xref>). Moreover, ADCs polarize tumour-associated macrophages (TAMs) towards pro-inflammatory M1 phenotypes by upregulating toll-like receptor 4 (TLR4) and suppressing scavenger receptor class A member 5 (SCARA5), thereby enhancing phagocytosis and IL-12 secretion (<xref ref-type="bibr" rid="B38">38</xref>). STING-targeting ADCs (e.g., &#x3b1;EGFR-172) synergize with DCs and NK cells via IFN-I signalling to amplify antitumour immunity (<xref ref-type="bibr" rid="B39">39</xref>). As well as NK cell engagement: ADCs activate NK cells via Fc-mediated ADCC (e.g., CD107a degranulation triggered by gemtuzumab ozogamicin) and ICD-derived CALR binding to NKp30 receptors (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>). CD25-targeted ADCs deplete immunosuppressive Tregs while preserving NK cell cytotoxicity (<xref ref-type="bibr" rid="B42">42</xref>). What&#x2019;s more, ADCs elevate tumour-infiltrating CD8+ and Th1 cells while suppressing Treg-derived IL-10/TGF-&#x3b2;, thus improving the Teff/Treg ratio (<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>). Notably, T-DXd induces epitope spreading, enabling cured mice to reject both HER2+ and HER2&#x2212; tumours, indicative of antigen-agnostic immune memory (<xref ref-type="bibr" rid="B36">36</xref>).</p>
</sec>
<sec id="s3_4">
<label>2.4</label>
<title>Bidirectional regulation between ADCs and the TME</title>
<p>ADCs dynamically interact with the TME: (1) ADC-induced immunomodulation enhances sensitivity to subsequent therapies (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B44">44</xref>); (2) Baseline TME features (e.g., tumour-infiltrating lymphocytes [TILs] density, IFN-&#x3b3; signalling) predict ADC efficacy (<xref ref-type="bibr" rid="B12">12</xref>). For example, advanced triple-negative breast cancer (TNBC) patients with PD-1<sup>+</sup> TIL-rich microenvironments exhibit superior responses to antibody-drug conjugate and ADC-ICI combinations (<xref ref-type="bibr" rid="B45">45</xref>). Thus it can be seen that the assessment of tumour immunogenicity within the microenvironment may provide critical guidance for ADC-based therapeutic strategies. It is also exemplified in pancreatic ductal adenocarcinoma (PDAC), where spatial heterogeneity analysis reveals that high-immunogenicity tumours (HI-PDAC) require T cell reinvigoration, whereas low-immunogenicity tumours (LI-PDAC) necessitate ICD-mediated antigen release (<xref ref-type="bibr" rid="B46">46</xref>). With this in mind, similar analytical methods may also enable stratification of patients according to targetable immune profiles, thereby informing precision treatment selection.</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Combination therapies based on the immunomodulatory effects of ADCs</title>
<sec id="s4_1">
<label>3.1</label>
<title>ADC-ICI therapies</title>
<p>Recent advances in combining ADCs with ICIs have demonstrated promising therapeutic potential across multiple malignancies. ADCs exert antitumour activity through targeted cytotoxic payload delivery while concurrently ICD, which promotes tumour antigen release and dendritic cell activation. This immunomodulatory mechanism provides a rational basis for synergy with ICIs, though clinical outcomes exhibit notable heterogeneity depending on tumour types and combination strategies.</p>
<sec id="s4_1_1">
<label>3.1.1</label>
<title>Urothelial carcinoma</title>
<p>In urothelial carcinoma, the phase III EV-302 trial (N=886) (<xref ref-type="bibr" rid="B47">47</xref>) established enfortumab vedotin (Nectin-4-targeting ADC with MMAE payload) plus pembrolizumab as a new frontline standard, showing superior progression-free survival (median PFS 12.5 vs. 6.3 months; HR=0.45, 95% CI 0.38&#x2013;0.54) and overall survival (median OS 31.5 vs. 16.1 months; HR=0.47, 95% CI 0.38&#x2013;0.58) compared to platinum-based chemotherapy. Despite grade &#x2265;3 treatment-related adverse events (TRAEs) occurring in 55.9% of patients, severe toxicities like interstitial lung disease (ILD) remained rare (&lt;1%). In contrast, a Chinese phase II study (N=16) (<xref ref-type="bibr" rid="B48">48</xref>) of disitamab vedotin (HER2-targeting ADC with MMAE) combined with tislelizumab reported an objective response rate (ORR) of 62.5% in pretreated patients, with HER2-positive subgroups achieving 70% ORR. While these results highlight HER2 expression as a potential predictive biomarker, small sample sizes and lack of control arms necessitate further validation.</p>
</sec>
<sec id="s4_1_2">
<label>3.1.2</label>
<title>Breast cancer</title>
<p>Breast cancer research reveals divergent outcomes depending on payload characteristics. The phase Ib DS8201-A-U105 trial (N=82) (<xref ref-type="bibr" rid="B49">49</xref>) demonstrated trastuzumab deruxtecan (HER2-targeting ADC with topoisomerase I inhibitor deruxtecan [DXd]) plus nivolumab achieved ORRs of 65.6% in HER2-positive and 50% in HER2-low metastatic breast cancer. Preclinical evidence (<xref ref-type="bibr" rid="B38">38</xref>) suggests DXd upregulates PD-L1 and MHC-I expression, potentially enhancing T-cell recognition. However, a 20.7% incidence of ILD warrants stringent monitoring. Conversely, the phase II KATE2 trial (N=202) of trastuzumab emtansine (DM1 payload) with atezolizumab (<xref ref-type="bibr" rid="B50">50</xref>) showed no significant PFS improvement (median 8.2 vs. 6.8 months; HR=0.82, p=0.33), though PD-L1-positive subgroups trended towards benefit (HR=0.60), underscoring how payload immunomodulatory properties may influence therapeutic synergy. In addition, a trial of sacituzumab Govitecan combined with Pembrolizumab in patients with advanced breast cancer (N=104) (<xref ref-type="bibr" rid="B51">51</xref>) is ongoing, with a higher median PFS in the ADC-ICI arm than in the monotherapy arm in the preliminary results analysis.</p>
</sec>
<sec id="s4_1_3">
<label>3.1.3</label>
<title>Hodgkin lymphoma</title>
<p>In classical Hodgkin lymphoma, brentuximab vedotin (CD30-targeting MMAE ADC) combined with nivolumab post-autologous haematopoietic stem cell transplantation yielded exceptional 18-month PFS rates of 94% (N=59) (<xref ref-type="bibr" rid="B44">44</xref>). Mechanistically, MMAE-induced CD30+ tumour apoptosis may enhance antigen presentation and PD-1 inhibitor-mediated immune memory. Nevertheless, peripheral neuropathy (53%) and neutropenia (42%) highlight cumulative toxicity concerns with microtubule-disrupting payloads.</p>
</sec>
<sec id="s4_1_4">
<label>3.1.4</label>
<title>Gastric cancer</title>
<p>Gastric cancer studies illustrate the expanding potential of pan-HER2 strategies. A phase I trial (N=56) (<xref ref-type="bibr" rid="B17">17</xref>) of disitamab vedotin plus toripalimab demonstrated 50% ORR in HER2-expressing gastric/gastroesophageal junction cancer at the recommended dose, with activity maintained in HER2-low subgroups. Preclinical models further revealed complete tumour eradication and durable immune memory upon rechallenge when combining HER2-targeted ADCs with PD-1 blockade (<xref ref-type="bibr" rid="B52">52</xref>). Real-world data (N=38) (<xref ref-type="bibr" rid="B53">53</xref>) corroborated clinical efficacy (63.2% ORR, median PFS 8.2 months) without grade &#x2265;3 TRAEs.</p>
<p>Despite these advances, key challenges persist. Efficacy heterogeneity across tumour types&#x2014;exemplified by enfortumab vedotin&#x2019;s success in urothelial carcinoma (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B54">54</xref>) versus trastuzumab emtansine&#x2019;s limited impact in breast cancer (<xref ref-type="bibr" rid="B50">50</xref>)&#x2014;may reflect differences in payload-mediated immunogenic potential. Furthermore, biomarker development remains inadequate, as most trials lack stratification by PD-L1 status or tumour immune microenvironment profiles. The I-SPY2.2 (<xref ref-type="bibr" rid="B55">55</xref>) trial&#x2019;s observation of 72% pathological complete response rates in HER2-negative/immune-activated breast cancer subtypes hints at microenvironment-driven predictive factors. Information on the above researches can be found in (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Selected ADC-ICI clinical trials with completed or preliminary results.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">PMID</th>
<th valign="middle" align="left">NCT</th>
<th valign="middle" align="left">ADC</th>
<th valign="middle" align="left">Immune Checkpoint Inhibitor</th>
<th valign="middle" align="left">Patient Population (Tumour Type/Stage)</th>
<th valign="middle" align="left">Clinical Trial Phase</th>
<th valign="middle" align="left">Primary Endpoints</th>
<th valign="middle" align="left">Study Status</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">PMID: 39405343</td>
<td valign="middle" align="left">NCT03523572</td>
<td valign="middle" align="left">Trastuzumab Deruxtecan</td>
<td valign="middle" align="left">Nivolumab</td>
<td valign="middle" align="left">HER2+ metastatic breast cancer (mBC) and metastatic urothelial cancer (mUC)</td>
<td valign="middle" align="left">PhaseI</td>
<td valign="middle" align="left">Confirmed ORR: 65.6% (Cohort 1, HER2+ mBC)</td>
<td valign="middle" align="left">Completed</td>
</tr>
<tr>
<td valign="middle" align="left">PMID: 33002436</td>
<td valign="middle" align="left">NCT02924883</td>
<td valign="middle" align="left">Trastuzumab Emtansine</td>
<td valign="middle" align="left">Atezolizumab</td>
<td valign="middle" align="left">HER2+ advanced breast cancer (post-trastuzumab/taxane therapy)</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">Median PFS: 8.2 vs. 6.8 months (HR=0.82, p=0.33)</td>
<td valign="middle" align="left">Completed</td>
</tr>
<tr>
<td valign="middle" align="left">Ongoing</td>
<td valign="middle" align="left">NCT04448886</td>
<td valign="middle" align="left">Sacituzumab Govitecan</td>
<td valign="middle" align="left">Pembrolizumab</td>
<td valign="middle" align="left">Metastatic HR+/HER2- breast cancer, failure of &#x2265;f line of endocrine therapy, 0&#x2013;1 line of chemotherapy</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">Median PFS: 8.4 vs. 6.2 months (HR=0.76, p=0.26)</td>
<td valign="middle" align="left">Ongoing</td>
</tr>
<tr>
<td valign="middle" align="left">Ongoing</td>
<td valign="middle" align="left">NCT01042379</td>
<td valign="middle" align="left">Datopotamab Deruxtecan</td>
<td valign="middle" align="left">Durvalumab</td>
<td valign="middle" align="left">Neoadjuvant breast cancer</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">Pathological complete remission rate (pCR)</td>
<td valign="middle" align="left">Ongoing</td>
</tr>
<tr>
<td valign="middle" align="left">PMID: 38446675</td>
<td valign="middle" align="left">NCT04223856</td>
<td valign="middle" align="left">Enfortumab Vedotin</td>
<td valign="middle" align="left">Pembrolizumab</td>
<td valign="middle" align="left">Untreated locally advanced/metastatic urothelial carcinoma</td>
<td valign="middle" align="left">PhaseIII</td>
<td valign="middle" align="left">Median PFS: 12.5 vs. 6.3 months (HR=0.45); Median OS: 31.5 vs. 16.1 months (HR=0.47)</td>
<td valign="middle" align="left">Completed</td>
</tr>
<tr>
<td valign="middle" align="left">PMID: 36041086</td>
<td valign="middle" align="left">NCT03288545</td>
<td valign="middle" align="left">Enfortumab Vedotin</td>
<td valign="middle" align="left">Pembrolizumab</td>
<td valign="middle" align="left">Cisplatin-ineligible untreated locally advanced/metastatic urothelial cancer</td>
<td valign="middle" align="left">PhaseI/II</td>
<td valign="middle" align="left">Safety</td>
<td valign="middle" align="left">Phase III trial ongoing: NCT04223856</td>
</tr>
<tr>
<td valign="middle" align="left">PMID: 37935113</td>
<td valign="middle" align="left">Real world</td>
<td valign="middle" align="left">Disitamab Vedotin</td>
<td valign="middle" align="left">PD-1 inhibitors (e.g., Toripalimab)</td>
<td valign="middle" align="left">Locally advanced/metastatic urothelial carcinoma (pretreated)</td>
<td valign="middle" align="left">Real-world study</td>
<td valign="middle" align="left">ORR: 63.2% (95% CI 47.1-79.2); Median PFS: 8.2 months</td>
<td valign="middle" align="left">Completed</td>
</tr>
<tr>
<td valign="middle" align="left">PMID: 38455962</td>
<td valign="middle" align="left">Retro</td>
<td valign="middle" align="left">Disitamab Vedotin</td>
<td valign="middle" align="left">Tislelizumab</td>
<td valign="middle" align="left">Advanced urothelial carcinoma (chemotherapy-refractory)</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">ORR: 62.5%; DCR: 87.5%</td>
<td valign="middle" align="left">Completed</td>
</tr>
<tr>
<td valign="middle" align="left">PMID: 37369081</td>
<td valign="middle" align="left">NCT03288545</td>
<td valign="middle" align="left">Enfortumab Vedotin</td>
<td valign="middle" align="left">Pembrolizumab</td>
<td valign="middle" align="left">Cisplatin-ineligible untreated locally advanced/metastatic urothelial cancer</td>
<td valign="middle" align="left">PhaseI/II</td>
<td valign="middle" align="left">Confirmed ORR: 64.5% (combination) vs. 45.2% (monotherapy)</td>
<td valign="middle" align="left">Completed</td>
</tr>
<tr>
<td valign="middle" align="left">PMID: 38235421</td>
<td valign="middle" align="left">NCT04280341</td>
<td valign="middle" align="left">Disitamab Vedotin</td>
<td valign="middle" align="left">Toripalimab</td>
<td valign="middle" align="left">HER2-expressing advanced gastric/GEJ cancer and other solid tumours</td>
<td valign="middle" align="left">PhaseI</td>
<td valign="middle" align="left">Safety determination (RC48 2.5 mg/kg + Toripalimab 3 mg/kg, q2w)</td>
<td valign="middle" align="left">Completed</td>
</tr>
<tr>
<td valign="middle" align="left">PMID: 33827139</td>
<td valign="middle" align="left">NCT02572167</td>
<td valign="middle" align="left">Brentuximab Vedotin</td>
<td valign="middle" align="left">Nivolumab</td>
<td valign="middle" align="left">Relapsed/refractory classical Hodgkin lymphoma (cHL)</td>
<td valign="middle" align="left">PhaseI/II</td>
<td valign="middle" align="left">ORR: 85% (CR: 67%); 3-year PFS: 77%</td>
<td valign="middle" align="left">Completed</td>
</tr>
<tr>
<td valign="middle" align="left">PMID: 36403579</td>
<td valign="middle" align="left">NCT03057795</td>
<td valign="middle" align="left">Brentuximab Vedotin</td>
<td valign="middle" align="left">Nivolumab</td>
<td valign="middle" align="left">High-risk relapsed/refractory classic Hodgkin lymphoma (post-autologous HSCT)</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">18-month PFS: 94% (95% CI 84-98)</td>
<td valign="middle" align="left">Completed</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>ORR, Objective Response Rate; PFS, Progression-Free Survival; CR, Complete Response; DCR, Disease Control Rate; HR, Hazard Ratio; mBC, metastatic Breast Cancer; GEJ, Gastroesophageal Junction; RC48, Disitamab vedotin (RC48-ADC, a HER2-targeted antibody-drug conjugate); NCT, National Clinical Trial identifier; PMID, PubMed Identifier; ADC, Antibody-Drug Conjugate.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>ADC-ICI combinations leverage mechanistic synergies to remodel immunosuppressive tumour microenvironments (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). However, clinical translation requires resolving biomarker deficiencies, managing toxicity management, and optimising temporal optimisation. Future directions should prioritise three axes: optimised sequencing strategies to balance efficacy and toxicity, novel ADC designs incorporating immune-priming payloads, and multidimensional biomarker profiling to identify patient subsets most likely to benefit from combinatorial approaches.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>ADC-ICI synergistic cycle: <bold>(A)</bold> ADC recognises target antigens and ICI antagonises immune checkpoints; <bold>(B)</bold> Tumour cells release DAMPs, TAAs, IFN-&#x3b3;, etc. to promote the activation and infiltration of immune cells; <bold>(C)</bold> Dendritic cells recognise TAAs and activate T cells; <bold>(D)</bold> Activated T cells migrate into tumour tissues to reduce the immune-suppressive state of the tumour microenvironment, and to enhance the sensitivity to ICI.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1632705-g002.tif">
<alt-text content-type="machine-generated">Cancer treatment mechanism diagram showing four stages. A: A cancer cell interacts with T cells via antibodies and immune checkpoints (ADC, PD-1, PD-L1, ICI). B: Apoptosis releases molecules like DAMPs and TAAs. C: Dendritic cells activate T cells through MHC and TCR interaction. D: Improved tumor microenvironment with active T cells, indicating a therapeutic effect.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s4_2">
<label>3.2</label>
<title>Combination strategies of ADCs with other immune-based therapies</title>
<p>ADCs reshape antitumour immunity by triggering immunogenic tumour cell apoptosis and enhancing cytotoxic T lymphocyte infiltration which primes the microenvironment for synergistic engagement with immunotherapies (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B56">56</xref>). Beyond checkpoint blockade ADC-mediated tumour antigen modulation facilitates adoptive cell therapies as shown by polatuzumab vedotin enabling chimeric antigen receptor T-cell therapy (CAR-T) bridging in refractory lymphomas via CD79b-directed payload delivery (<xref ref-type="bibr" rid="B57">57</xref>). Emerging platforms integrate innate immune activation through TLR7 (Toll-like receptor 7)-agonist ISACs (Immune-Stimulating Antibody Conjugates) that conditionally stimulate myeloid cells upon tumour recognition (<xref ref-type="bibr" rid="B58">58</xref>) while surface-engineered NK cells conjugated with hydrophobic ADCs enable spatially controlled dual chemo-immunotherapy (<xref ref-type="bibr" rid="B59">59</xref>). Building on existing evidence, antibody-drug conjugates (ADCs) may synergise with cell-engineered immunotherapies (e.g., CAR-T) through target antigen upregulation. ADCs potentially enhance pro-inflammatory cytokine release and tumour-associated antigen presentation (<xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B60">60</xref>). Additionally, they may promote infiltration of immune effector cells (such as TILs and NK cells) into the tumour microenvironment. These mechanisms collectively support ADC-immunotherapy combinations, though precise operational dynamics require further mechanistic validation through dedicated studies. Accordingly, ADCs may be combined with multiple immunotherapies to enhance therapeutic outcomes by ameliorating the tumour immune microenvironment. Future advances require temporal optimisation of combination schedules mechanistic biomarker identification and tumour-agnostic evaluation of ADC-immunotherapy partnerships to address heterogeneous resistance mechanisms.</p>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>Challenges and future perspectives</title>
<p>Multiple ongoing clinical trials are evaluating ADC-ICI combinations across cancer types. Despite encouraging early-phase data, these combinations confront multifaceted translational barriers. First, the predominance of phase I/II trials limits access to long-term survival data (e.g., overall survival [OS] and progression-free survival [PFS]), precluding definitive conclusions on sustained benefits. Second, combination therapy may amplify toxicity risks (e.g., immune-related adverse events and ADCs off-target effects). While some trials focus on target-specific biomarkers (e.g., HER2 or TROP2 expression), the absence of predictive biomarkers hinders patient stratification, particularly in malignancies with tumour heterogeneity. Logistical complexities (e.g., dosing sequence and timing) further complicate clinical implementation. Critically, slow trial progression (with many studies in early recruitment or planning phases) restricts data availability, impeding rapid therapeutic development. (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>)</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>ADC-ICI clinical trials registered on <uri xlink:href="https://clinicaltrials.gov/">ClinicalTrials.gov</uri> (ongoing or recruiting).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">NCT</th>
<th valign="middle" align="left">Study Status</th>
<th valign="middle" align="left">Tumour Types</th>
<th valign="middle" align="left">ADC</th>
<th valign="middle" align="left">ADC Target</th>
<th valign="middle" align="left">ICI</th>
<th valign="middle" align="left">Phase</th>
<th valign="middle" align="left">Study Type</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">NCT03310957</td>
<td valign="middle" align="left">Completed</td>
<td valign="middle" align="left">Triple Negative Breast Neoplasms</td>
<td valign="middle" align="left">Ladiratuzumab vedotin</td>
<td valign="middle" align="left">LIV-1</td>
<td valign="middle" align="left">Pembrolizumab</td>
<td valign="middle" align="left">PhaseI/II</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT04873362</td>
<td valign="middle" align="left">Active</td>
<td valign="middle" align="left">Breast Cancer</td>
<td valign="middle" align="left">Trastuzumab emtansine</td>
<td valign="middle" align="left">HER2</td>
<td valign="middle" align="left">Atezolizumab</td>
<td valign="middle" align="left">PhaseIII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT05382286</td>
<td valign="middle" align="left">Active</td>
<td valign="middle" align="left">Triple Negative Breast Cancer, PD-L1 Positive</td>
<td valign="middle" align="left">Sacituzumab govitecan</td>
<td valign="middle" align="left">TROP2</td>
<td valign="middle" align="left">Pembrolizumab</td>
<td valign="middle" align="left">PhaseIII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT05633654</td>
<td valign="middle" align="left">Recruiting</td>
<td valign="middle" align="left">Triple Negative Breast Cancer</td>
<td valign="middle" align="left">Sacituzumab govitecan</td>
<td valign="middle" align="left">TROP2</td>
<td valign="middle" align="left">Pembrolizumab</td>
<td valign="middle" align="left">PhaseIII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT05675579</td>
<td valign="middle" align="left">Recruiting</td>
<td valign="middle" align="left">Breast Cancer</td>
<td valign="middle" align="left">Sacituzumab govitecan</td>
<td valign="middle" align="left">TROP2</td>
<td valign="middle" align="left">Pembrolizumab</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT06081244</td>
<td valign="middle" align="left">Recruiting</td>
<td valign="middle" align="left">Triple Negative Breast Cancer</td>
<td valign="middle" align="left">Sacituzumab govitecan</td>
<td valign="middle" align="left">TROP2</td>
<td valign="middle" align="left">Pembrolizumab</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT06899126</td>
<td valign="middle" align="left">Not Yet Recruiting</td>
<td valign="middle" align="left">Non-Small Cell Lung Cancer</td>
<td valign="middle" align="left">Trastuzumab deruxtecan</td>
<td valign="middle" align="left">HER2</td>
<td valign="middle" align="left">Pembrolizumab</td>
<td valign="middle" align="left">PhaseIII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT06055465</td>
<td valign="middle" align="left">Recruiting</td>
<td valign="middle" align="left">Lung Cancer</td>
<td valign="middle" align="left">Sacituzumab govitecan</td>
<td valign="middle" align="left">TROP2</td>
<td valign="middle" align="left">Pembrolizumab</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT05633667</td>
<td valign="middle" align="left">Recruiting</td>
<td valign="middle" align="left">Lung Cancer, Advanced or Metastatic Non-Small-Cell Lung Cancer, Resectable Non-Small-Cell Lung Cancer</td>
<td valign="middle" align="left">Sacituzumab govitecan</td>
<td valign="middle" align="left">TROP2</td>
<td valign="middle" align="left">Zimberelimab, Domvanalimab</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT06764875</td>
<td valign="middle" align="left">Recruiting</td>
<td valign="middle" align="left">HER2-positive Gastric Cancer, Gastroesophageal Junction Adenocarcinoma</td>
<td valign="middle" align="left">Trastuzumab deruxtecan</td>
<td valign="middle" align="left">HER2</td>
<td valign="middle" align="left">Rilvegostomig,</td>
<td valign="middle" align="left">PhaseIII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT06731478</td>
<td valign="middle" align="left">Not Yet Recruiting</td>
<td valign="middle" align="left">Gastric Cancer, Gastroesophageal Junction Cancer</td>
<td valign="middle" align="left">Trastuzumab deruxtecan</td>
<td valign="middle" align="left">HER2</td>
<td valign="middle" align="left">Pembrolizumab</td>
<td valign="middle" align="left">PhaseIII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT05480384</td>
<td valign="middle" align="left">Recruiting</td>
<td valign="middle" align="left">Esophageal Adenocarcinoma | Esophageal Cancer, HER-2 Protein Overexpression, Gastroesophageal-junction Cancer</td>
<td valign="middle" align="left">Trastuzumab deruxtecan</td>
<td valign="middle" align="left">HER2</td>
<td valign="middle" align="left">Nivolumab</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT05911295</td>
<td valign="middle" align="left">Recruiting</td>
<td valign="middle" align="left">Urothelial Carcinoma</td>
<td valign="middle" align="left">Disitamab vedotin</td>
<td valign="middle" align="left">HER2</td>
<td valign="middle" align="left">Pembrolizumab</td>
<td valign="middle" align="left">PhaseIII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT04879329</td>
<td valign="middle" align="left">Recruiting</td>
<td valign="middle" align="left">Urothelial Carcinoma</td>
<td valign="middle" align="left">Disitamab vedotin</td>
<td valign="middle" align="left">HER2</td>
<td valign="middle" align="left">Pembrolizumab</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT04863885</td>
<td valign="middle" align="left">Active</td>
<td valign="middle" align="left">Metastatic Urothelial Carcinoma</td>
<td valign="middle" align="left">Sacituzumab govitecan</td>
<td valign="middle" align="left">TROP2</td>
<td valign="middle" align="left">Ipilimumab, Nivolumab</td>
<td valign="middle" align="left">PhaseI/II</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT05845450</td>
<td valign="middle" align="left">Recruiting</td>
<td valign="middle" align="left">Colorectal Cancer, Resectable Colorectal Carcinoma</td>
<td valign="middle" align="left">Trastuzumab deruxtecan</td>
<td valign="middle" align="left">HER2</td>
<td valign="middle" align="left">Durvalumab, Panitumumab</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT06682728</td>
<td valign="middle" align="left">Recruiting</td>
<td valign="middle" align="left">Urothelial Carcinoma, Muscle-invasive Bladder Cancer</td>
<td valign="middle" align="left">Sacituzumab govitecan</td>
<td valign="middle" align="left">TROP2</td>
<td valign="middle" align="left">Nivolumab</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT06161532</td>
<td valign="middle" align="left">Recruiting</td>
<td valign="middle" align="left">Small Cell Carcinoma of the Bladder | Small Cell Carcinoma of the Urinary Tract, Squamous Cell Carcinoma of the Bladder, Squamous Cell Carcinoma of the Urinary Tract, Primary Adenocarcinoma of the Bladder, Primary Adenocarcinoma of the Urinary Tract, Renal Medullary Carcinoma, Squamous Cell Carcinoma of the Penis</td>
<td valign="middle" align="left">Sacituzumab govitecan</td>
<td valign="middle" align="left">TROP2</td>
<td valign="middle" align="left">Atezolizumab</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT04160494</td>
<td valign="middle" align="left">Active</td>
<td valign="middle" align="left">Malignant Glioma</td>
<td valign="middle" align="left">D2C7-IT</td>
<td valign="middle" align="left">EGFRwt &amp; EGFRvIII</td>
<td valign="middle" align="left">Atezolizumab</td>
<td valign="middle" align="left">PhaseI</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT03835819</td>
<td valign="middle" align="left">Active</td>
<td valign="middle" align="left">Endometrial Cancer</td>
<td valign="middle" align="left">IMGN853</td>
<td valign="middle" align="left">FR&#x3b1;</td>
<td valign="middle" align="left">Pembrolizumab</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT06563778</td>
<td valign="middle" align="left">Not Yet Recruiting</td>
<td valign="middle" align="left">Ineligible Or Refused Transplant Patients With Classical Hodgkin Lymphoma</td>
<td valign="middle" align="left">Brentuximab vedotin</td>
<td valign="middle" align="left">CD30</td>
<td valign="middle" align="left">Anti-PD-1 antibody</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT06043674</td>
<td valign="middle" align="left">Recruiting</td>
<td valign="middle" align="left">Chronic Lymphocytic Leukemia, Richter&#x2019;s Transformation</td>
<td valign="middle" align="left">Polatuzumab vedotin</td>
<td valign="middle" align="left">CD79b</td>
<td valign="middle" align="left">Glofitamab, Obinutuzumab</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
<tr>
<td valign="middle" align="left">NCT05039073</td>
<td valign="middle" align="left">Recruiting</td>
<td valign="middle" align="left">Recurrent Classic Hodgkin Lymphoma, Refractory Classic Hodgkin Lymphoma</td>
<td valign="middle" align="left">Brentuximab vedotin</td>
<td valign="middle" align="left">CD30</td>
<td valign="middle" align="left">Nivolumab</td>
<td valign="middle" align="left">PhaseII</td>
<td valign="middle" align="left">Interventional</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>ADC, Antibody-Drug Conjugate; ICI, Immune Checkpoint Inhibitor; NCT, National Clinical Trial identifier; HER2, Human Epidermal Growth Factor Receptor 2; TROP2, Trophoblast Cell Surface Antigen 2; CD30, Cluster of Differentiation 30; CD79b, Cluster of Differentiation 79b; EGFRwt, Epidermal Growth Factor Receptor wild type; EGFRvIII, Epidermal Growth Factor Receptor variant III; FR&#x3b1;, Folate Receptor Alpha; LIV-1, Solute Carrier Family 39 Member 6.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Despite the remarkable anti-tumour potential of ADCs through ICD and TME remodelling, their clinical translation faces critical challenges. The immunomodulatory potential of contemporary antibody-drug conjugates remains insufficiently harnessed. First, the lack of validated biomarkers limits precision-patient stratification. Current markers like PD-L1 expression and TIL density inadequately reflect TME heterogeneity. For example, spatial immunosuppressive gradients in pancreatic cancer compromise single-biopsy assessments (<xref ref-type="bibr" rid="B46">46</xref>), while dynamic TME changes &#x2014; such as IFN-&#x3b3; signalling fluctuations&#x2014;further obscure response prediction. Standardisation of ICD-related biomarkers (e.g., HMGB1, ATP) across payload classes is also urgently needed.</p>
<p>Toxicity management remains a major hurdle for ADC-ICI combinations. Overlapping adverse events, notably ILD and neurotoxicity, require proactive mitigation. Topoisomerase inhibitor-based ADCs (e.g., trastuzumab deruxtecan) combined with PD-1 inhibitors exhibit ILD rates up to 20% (<xref ref-type="bibr" rid="B49">49</xref>), while microtubule-targeting payloads (e.g., MMAE) exacerbate peripheral neuropathy, often necessitating dose reductions. Resistance mechanisms further complicate outcomes: antigen heterogeneity limits bystander effects (e.g., T-DM1&#x2019;s inefficacy in HER2-low tumours due to non-cleavable linkers), while ADC-induced PD-L1 upregulation may accelerate adaptive immune evasion (<xref ref-type="bibr" rid="B61">61</xref>).</p>
<p>Novel payload research continues to target the remodelling of the immunosuppressive tumour microenvironment (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B62">62</xref>). The microbially inspired CD47-listeriolysin O (LLO) conjugate exemplifies this untapped capacity by employing mechanism (<xref ref-type="bibr" rid="B63">63</xref>): disruption of phagocytic checkpoints coupled with lysosomal escape to activate the cGAS&#x2013;STING pathway and strengthen tumour antigen cross-presentation, thereby remodelling TME immunogenicity. However, clinical translation of such novel ADCs necessitates an equilibrium between immunostimulatory intensity and drug safety. Furthermore, explorations of other strategies &#x2014; including the double antibody-drug conjugate (DAD) (<xref ref-type="bibr" rid="B64">64</xref>) and the dual-payload antibody-drug conjugate (<xref ref-type="bibr" rid="B65">65</xref>, <xref ref-type="bibr" rid="B66">66</xref>) &#x2014; could also circumvent the limitations of traditional cytotoxicity-centric directions. Future progress depends on the engineering and mechanistic synergy exploration of ADCs.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>In conclusion, the immunomodulatory mechanism of ADCs play an important part in the anti-tumour immune response. Partial researches confirm that ADCs may have the potential of synergy with ICIs. However, the effect of combination therapy demands resolution of biomarker, safety, and resistance challenges to complete a multifaceted assessment. In addition, the immune regulatory mechanism of ADCs also needs to be clarified at a more profound level to provide theoretical basis for novel research focuses.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>RS: Investigation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. LJ: Writing &#x2013; review &amp; editing. JC: Writing &#x2013; review &amp; editing, Supervision. ZL: Writing &#x2013; review &amp; editing, Supervision.</p>
</sec>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, and/or publication of this article.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We acknowledge the use of <ext-link ext-link-type="uri" xlink:href="http://www.BioRender.com">BioRender.com</ext-link> to create the schematic diagrams presented in <xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1</bold>
</xref>, <ext-link ext-link-type="uri" xlink:href="http://f2">2</ext-link> of this manuscript. Moreover, We sincerely thank Prof. Jiuwei Cui and Prof. Zheng Lv for invaluable guidance and critical feedback.</p>
</ack>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s9" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr" id="abbrev1">
<p>ADC, Antibody-Drug Conjugate; ADCC, Antibody-Dependent Cellular Cytotoxicity; ADCP, Antibody-Dependent Cellular Phagocytosis; AE, Adverse Event; CALR, Calreticulin; CAR-T, Chimeric Antigen Receptor T-Cell; CDC, Complement-Dependent Cytotoxicity; CD30, Cluster of Differentiation 30; CD79b, Cluster of Differentiation 79b; CR, Complete Response; DAMP, Damage-Associated Molecular Pattern; DAR, Drug-to-Antibody Ratio; DC, Dendritic Cell; DCR, Disease Control Rate; EGFRvIII, Epidermal Growth Factor Receptor Variant III; EGFRwt, Epidermal Growth Factor Receptor Wild Type; FR&#x3b1;, Folate Receptor Alpha; GEJ, Gastroesophageal Junction; HER2, Human Epidermal Growth Factor Receptor 2; HMGB1, High Mobility Group Box 1; HR, Hazard Ratio; ICI, Immune Checkpoint Inhibitor; ICD, Immunogenic Cell Death; IFN-&#x3b3;, Interferon-Gamma; ILD, Interstitial Lung Disease; ISAC, Immune-Stimulating Antibody Conjugate; LIV-1, Solute Carrier Family 39 Member 6; mBC, Metastatic Breast Cancer; NCT, National Clinical Trial Identifier; ORR, Objective Response Rate; PDAC, Pancreatic Ductal Adenocarcinoma; PFS, Progression-Free Survival; PMID, PubMed Identifier; RC48, Disitamab Vedotin; SCARA5, Scavenger Receptor Class A Member 5; TAA, Tumour-Associated Antigen; T-DM1, Trastuzumab Emtansine; T-DXd, Trastuzumab Deruxtecan; TIL, Tumour-Infiltrating Lymphocyte; TLR4, Toll-Like Receptor 4; TME, Tumour Microenvironment; TNBC, Triple-Negative Breast Cancer; TRAE, Treatment-Related Adverse Event; TROP2, Trophoblast Cell Surface Antigen 2.</p>
</fn>
</fn-group>
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