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<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.2025.1598436</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Tumor-suppressing multi-enterobacteria and PD-1/PD-L1 immune checkpoint inhibitor combination improves the outcome of hepatocellular carcinoma therapy</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Dongjuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Fan</surname>
<given-names>Yaohua</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Mingsheng</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Xiaoguang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1510771/overview"/>
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<contrib contrib-type="author">
<name>
<surname>He</surname>
<given-names>Xuesong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2889175/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Guo</surname>
<given-names>Xinwei</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1844830/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Yangchen</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Cao</surname>
<given-names>Chenxi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Deng</surname>
<given-names>Zhaoqun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Oncology, The Second Affiliated Hospital of Jiaxing University</institution>, <addr-line>Jiaxing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Oncology, Tongji Hospital, Tongji Medical College of Huazhong University of Science &amp; Technology</institution>, <addr-line>Wuhan, Hubei</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Radiotherapy, Taixing People&#x2019;s Hospital Affiliated to Yangzhou University</institution>, <addr-line>Taixing, Jiangsu</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Mohammed Abu El-Magd, Kafrelsheikh University, Egypt</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Nemany A. N. Hanafy, Kafrelsheikh University, Egypt</p>
<p>Ali AbdElKader, Kafrelsheikh University, Egypt</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Yangchen Liu, <email xlink:href="mailto:liuyctx@163.com">liuyctx@163.com</email>; Chenxi Cao, <email xlink:href="mailto:jxeycaochenxi@163.com">jxeycaochenxi@163.com</email>; Zhaoqun Deng, <email xlink:href="mailto:zqdeng2002@163.com">zqdeng2002@163.com</email>
</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2020;These authors share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>06</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1598436</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>03</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>06</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Wu, Fan, Zhang, Wang, He, Guo, Liu, Cao and Deng</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Wu, Fan, Zhang, Wang, He, Guo, Liu, Cao and Deng</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>
<sec>
<title>Objective</title>
<p>Programmed death 1 (PD-1) and its ligand PD-L1 inhibitors and cytotoxic T lymphocyte-associated antigen-4 (CTLA-4) monoclonal antibodies have been approved for the treatment of advanced hepatocellular carcinoma (HCC), but the response rates of these immunotherapy are not high, and they are easy to be resistant. Studies have shown that the gut microbiota can significantly influence immune responses and the efficacy of immune checkpoint inhibitors (ICIs). The aim of this study is to investigate whether the combination therapy of Tumor-Suppressing Multi-Enterobacteria (TSME) and PD-L1 inhibitor (atezolizumab) can improve the efficacy of immunotherapy-resistant hepatocellular carcinoma.</p>
</sec>
<sec>
<title>Methods</title>
<p>Patients with advanced liver cancer resistant to atezolizumab were treated with tumor suppressor TSME combined with atezolizumab, and the efficacy was evaluated. By establishing a tumor-bearing mouse model, the control group, InVivoMAb anti-mouse PD-1 monotherapy group, TSME group, and anti-PD-1 mab +TSME double drug group were set up. To evaluate whether the combination therapy enhances the antitumor effect, the proportion of T cells in the tumor microenvironment (TME) was analyzed by immunohistochemistry.</p>
</sec>
<sec>
<title>Results</title>
<p>Patients with clinically immuno-resistant hepatocellular carcinoma who were treated with TSME still had a PFS of about 7 months with continued atezolizumab treatment, and they were still in long-term survival. The <italic>in vivo</italic> model showed that TSME combined with &#x3b1;PD-1 promoted the efficacy of anti-PD-1 antibody immunotherapy by increasing the proportion of CD8<sup>+</sup> T cells and CD4<sup>+</sup> T cells in the tumor microenvironment and reducing the proportion of regulatory T cells (Tregs) compared with TSME alone or &#x3b1;PD-1 alone. The relative tumor inhibition rate (TGI) of &#x3b1;PD-1+TSME combination group was as high as 58.78% &#xb1; 7.55%. Tumor volume was lower in the &#x3b1;PD-1+TSME group than in the monotherapy group.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Anti-tumor TSME combined with &#x3b1;PD-1 mAb may be a new strategy to improve the sensitivity of immune-resistant patients with advanced hepatocellular carcinoma to anti-PD-1 immunotherapy.</p>
</sec>
</abstract>
<kwd-group>
<kwd>tumor-suppressing multi-enterobacteria</kwd>
<kwd>hepatocellular carcinoma</kwd>
<kwd>intestinal microbiota</kwd>
<kwd>tumor immune microenvironment</kwd>
<kwd>anti-programmed death-1 monoclonal antibody</kwd>
<kwd>anti-programmed death ligand-1 (PD-L1) monoclonal antibody</kwd>
<kwd>immunotherapy</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="36"/>
<page-count count="10"/>
<word-count count="4281"/>
</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">
<title>Introduction</title>
<p>Primary liver cancer, as a common malignant tumor, is the third leading cause of cancer-related death worldwide, and hepatocellular carcinoma accounts for 75-85% of all cancer-related deaths (<xref ref-type="bibr" rid="B1">1</xref>). Surgery is the main method for early-stage liver cancer. However, due to the insidious onset of liver cancer, most patients are in the middle and late stages when they are initially diagnosed, and they miss the opportunity of surgical operation. Moreover, HCC has a high recurrence rate after surgery, with a total recurrence rate of about 70% within 5 years, and most patients lose the chance of reoperation after recurrence (<xref ref-type="bibr" rid="B2">2</xref>). Therefore, systemic anti-tumor therapy, especially combination therapy based on immune checkpoint inhibitors (ICIs), is highly recommended. It has become the most used and the most important treatment for unresectable liver cancer. The combination therapy of PD-L1 inhibitors with antiangiogenic agents, specifically the atezolizumab plus bevacizumab regimen, has been recommended by major clinical guidelines as first-line treatment for advanced HCC patients (<xref ref-type="bibr" rid="B3">3</xref>). Notably, the immunotherapeutic combination of the PD-1 inhibitor Opdivo (nivolumab) and the CTLA-4-targeting antibody Yervoy (ipilimumab) represents the first approved dual immune checkpoint inhibitor regimen for the management of advanced HCC populations (<xref ref-type="bibr" rid="B4">4</xref>). ICIs for the treatment of HCC mainly include cytotoxic T lymphocyte-associated antigen (CTLA) monoclonal antibodies. Inhibitors of programmed death 1 (PD-1) and its ligand PD-L1, which kill tumor cells and inhibit their proliferation by reactivating the immune response of T cells to tumors (<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>). However, only 20 to 40% of cancer patients respond to immunotherapy (<xref ref-type="bibr" rid="B8">8</xref>). In a study of Asian HCC patients treated with a single PD-1 immunoagent such as nivolumab, pembrolizumab, or camrelizumab, the objective response rate (ORR) was found to be only approximately 15%, suggesting that the complex immunosuppressive microenvironment of HCC leads to ICIs evasion by unknown mechanisms (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). Their use has been hampered by limited response rates and a lack of predictive markers for clinical response (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Elucidation of the mechanisms underlying the immunosuppressive microenvironment and subsequent remodeling to guide rational combination therapy remains a major challenge for therapeutic intervention in HCC patients (<xref ref-type="bibr" rid="B13">13</xref>). There is an urgent need to overcome the intrinsic or adaptive resistance of HCC to immunotherapy.</p>
<p>Gut microbiota has been shown to play a regulatory role in the response to tumor immunotherapy (<xref ref-type="bibr" rid="B14">14</xref>). In recent years, several authoritative studies have shown that the number, type and composition of intestinal flora in cancer patients are closely related to the efficacy and survival of these patients treated with PD-1 inhibitors. The possible principle is that intestinal flora regulates the tumor microenvironment through microbial signals, thereby affecting the efficacy of immunotherapy (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). In 2015, two Science papers published startling results showing that gut microbiota plays a decisive role in the response of immunotherapy in mouse models (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>). At present, mouse models of different cancers have been studied to enhance the efficacy of ICIs after Fecal bacteria transplantation (FMT), including colorectal cancer (<xref ref-type="bibr" rid="B21">21</xref>), malignant melanoma (<xref ref-type="bibr" rid="B22">22</xref>), and renal cancer (<xref ref-type="bibr" rid="B23">23</xref>). However, in the clinical stage, FMT only achieved good results in patients with malignant melanoma: In 2021, FMT was tried in patients with immune-resistant malignant melanoma, and more than one third of patients experienced a re-response, using FMT from an effective population (<xref ref-type="bibr" rid="B22">22</xref>). In another 2023 study, patients with melanoma who received fecal microbiota from a healthy person had an approximately 20% improvement in response rate to first-line immunotherapy, with an objective response rate of 65% (<xref ref-type="bibr" rid="B24">24</xref>). In addition, in NSCLC patients, novel prebiotics have been tried to enhance the response to anti-PD-1 immunotherapy in NSCLC patients (<xref ref-type="bibr" rid="B25">25</xref>). In HCC, studies have found the relationship between the species diversity and abundance of gut microbiota and the clinical response and adverse effects of immunotherapy (<xref ref-type="bibr" rid="B26">26</xref>). Based on the above evidence, we can hypothesize that gut microbiota transplantation can also improve the efficacy of liver cancer immunotherapy.</p>
<p>Based on long-term experimental studies, we have identified specific gut bacteria associated with tumor immunity. In melanoma-bearing mice, the combination of oral <italic>Bifidobacterium</italic> (containing <italic>Bifidobacterium breve</italic> and <italic>Bifidobacterium longum</italic>) with PD-L1 inhibitors reduced tumor size by 80%, whereas PD-L1 inhibitors alone achieved only a 40% reduction (<xref ref-type="bibr" rid="B18">18</xref>). In melanoma patients, fecal samples from immunotherapy responders showed enrichment of probiotics like Bifidobacterium. Transplantation of these microbiota into mice enhanced the efficacy of immunotherapy (<xref ref-type="bibr" rid="B27">27</xref>). For Chinese non-small cell lung cancer patients receiving <italic>Bifidobacterium breve</italic> supplementation during immunotherapy, the objective response rate (ORR) reached 40%, disease control rate (DCR) 90%, and median progression-free survival (PFS) exceeded 500 days - significantly higher than in <italic>Bifidobacterium breve</italic>-negative patients (<xref ref-type="bibr" rid="B28">28</xref>). <italic>Bifidobacterium</italic>-derived signals were found to stabilize dendritic cell (DC) activation, thereby improving tumor-specific CD8<sup>+</sup> T cell effector functions (<xref ref-type="bibr" rid="B19">19</xref>). <italic>Lactobacillus reuteri</italic> has also demonstrated immunotherapeutic enhancement. In melanoma mice, <italic>L. reuteri</italic> transplantation combined with PD-L1 inhibitors resulted in an additional 60% tumor reduction. In advanced melanoma patients, serum levels of the <italic>L. reuteri</italic> metabolite indole-3-aldehyde (I3A) significantly correlated with treatment outcomes, with high-I3A patients showing median PFS &gt;50 months versus &lt;10 months in low-I3A groups (<xref ref-type="bibr" rid="B29">29</xref>). Another species, <italic>Lactobacillus johnsonii</italic>, was shown to metabolize hypoxanthine and stimulate immunity via adenosine receptors. In colorectal cancer mice, <italic>L. johnsonii</italic> combined with CTLA-4 inhibitors reduced tumor volume by 85% compared to CTLA-4 inhibitors alone (<xref ref-type="bibr" rid="B30">30</xref>). Other immunomodulatory Lactobacillus species including <italic>L. casei</italic> and <italic>L. plantarum</italic> have also demonstrated potential for enhancing cancer immunotherapy (<xref ref-type="bibr" rid="B31">31</xref>). <italic>Streptococcus thermophilus</italic> exhibited anti-tumor activity through &#x3b2;-galactosidase secretion, significantly suppressing tumorigenesis in animal models. Notably, this effect disappeared when &#x3b2;-galactosidase-related genes were knocked out (<xref ref-type="bibr" rid="B32">32</xref>). Additional studies revealed that oral <italic>Lactobacillus rhamnosus</italic> GG enhanced anti-PD-1 efficacy by increasing tumor-infiltrating DCs and T cells (<xref ref-type="bibr" rid="B33">33</xref>).</p>
<p>The TSME used in this study incorporates these validated tumor-immunomodulatory gut bacteria and immune potentiators. Its formulation includes <italic>Bifidobacterium longum</italic>, <italic>Lactobacillus rhamnosus</italic>, <italic>Bifidobacterium animalis</italic>, <italic>Bifidobacterium adolescentis</italic>, <italic>Lactobacillus reuteri</italic>, <italic>Lactobacillus casei</italic>, <italic>Streptococcus thermophilus</italic>, <italic>Bifidobacterium bifidum</italic>, and <italic>Lactobacillus acidophilus</italic>. TSME has obtained China Food Standards certification (Food Production License SC10632117100037), ensuring safety for oral administration and clinical application.</p>
<p>This study aims to investigate whether TSME combined with PD-1 inhibitors can enhance cancer immunotherapy efficacy, particularly in immunotherapy-resistant patients.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<p>This research complies with all relevant ethical regulations approved by the Institutional Animal Care and Use Committee (IACUC) of Huazhong University of Science and Technology.</p>
<p>This Investigator-initiated Trial (IIT) was performed under the guidance of Medical Ethics Committee of Taixing People&#x2019;s Hospital (ethical lot. LS2023019). The subject has signed the informed consent form.</p>
<sec id="s2_1">
<title>Tumor-suppressing multi-enterobacteria</title>
<p>TSME is a well-crafted blend of nine strains of intestinal probiotics. Its formulation includes <italic>Bifidobacterium longum</italic>, lactobacillus rhamnosus, Bifidobacterium animalis, bifidobacterium adolescentis, Lactobacillus reuteri, Lactobacillus casei, Streptococcus thermophilus, Bifidobacterium bifidum, and Lactobacillus acidophilus. Each strain has been carefully selected for its potential health benefits, working in synergy to offer a comprehensive approach to supporting gut health and impacting tumor progression. TSME is a food-grade probiotic complex, with Food Production License No. SC10632117100037.</p>
</sec>
<sec id="s2_2">
<title>Cell culture</title>
<p>The murine hepatocellular carcinoma H22 cell line was obtained from Meisen CTCC (Zhejiang, China). H22 cells were cultured in RPMI 1640 medium which was supplemented with 10% FBS and 100 U/mL Penicillin-Streptomycin and incubated with a humidified atmosphere containing 5% CO<sub>2</sub> at 37&#xb0;C. RPMI 1640 medium, fetal bovine serum (FBS), Penicillin-Streptomycin, were all purchased from Thermo Fisher Scientific Inc (MA, USA).</p>
</sec>
<sec id="s2_3">
<title>Tumor model</title>
<p>70 female Balb/c mice aged 6&#x2013;7 weeks (18&#x2013;22 g) were obtained from Beijing Charles River Laboratory Animal Technology Co., Ltd (Beijing, China) and raised in the animal care facility in the SPF grade environment with sterilized food pellets and distilled water under a 12 h light/dark cycle. All animal studies were performed in accordance with the regulations approved by the Institutional Animal Care and Use Committee (IACUC) of Huazhong University of Science and Technology.</p>
<p>H22 cells (1 &#xd7; 10<sup>6</sup>) were implanted subcutaneously into the right flank of Babl/c mice. Body weight, maximum length of major axis (L), and maximum length of minor axis (W) of tumors were measured every three days during the whole animal experiment. When the mean tumor volume is approximately 100 mm<sup>3</sup> after tumor implantation, mice were randomized into four groups (n = 10 in each group) as day 0. Experimental mice were allocated to study groups through computer-generated randomization using the RAND() function in Microsoft Excel (version 16.78). This simple randomization method produced unique random numbers for each subject, followed by rank-order stratification to achieve balanced group allocation. The procedure ensured: 1) Equal sample size across groups (n=10/group); 2) Baseline characteristic homogeneity (weight variance &lt;5%); 3) Allocation concealment through blinded assignment. The four treatment groups were given separately with vehicle, anti PD-1 antibody (InVivoMAb anti-mouse PD-1(CD279)), TSME and anti PD-1 antibody + TSME combination.</p>
<p>Anti PD-1 antibody (5 mg/kg) was intraperitoneally injected once every 3 days. Mice were orally treated with 0.2 mL TSME everyday(10 billion CFU/mL). Tumor growth inhibition (TGI% =(1-T/C)&#xd7; 100%) of each mouse was calculated. Mice were euthanized when tumor volume reached 2000 mm<sup>3</sup>.</p>
</sec>
<sec id="s2_4">
<title>Immunohistochemistry</title>
<p>The tumor specimens of four groups were fixed in a 10% formalin solution and embedded in paraffin for sectioning at a thickness of 4 &#x3bc;m. Immunohistochemical reactions were carried out with streptavidin-biotin-peroxidase. Sections were deparaffinized in xylene, washed in phosphate-buffered saline (PBS, pH 7.4), and rehydrated through a graded ethanol series. Endogenous peroxidase activity was blocked by incubation in 3% hydrogen peroxide/methanol for 10 minutes, after which the specimens were washed with PBS. Specimens were placed in 10% normal goat serum (Histofine SAB-PO kit, Nichirei Corporation, Tokyo, Japan) for 5 minutes and then incubated at room temperature for 30 minutes with the following primary antibodies: anti-mouse CD4 (Abcam, ab218628, diluted at 1:500), anti-mouse CD8 (Proteintech, 29896-1-AP, diluted at 1:500) and anti-mouse Foxp3 (Biolegend, 126403, diluted at 1:500). After washing in PBS, biotinylated goat anti-rabbit immunoglobulin (Solarbio, Beijing) was applied, and incubated at room temperature for 30 minutes. After washing in PBS, immunohistochemical reactions were developed in freshly prepared 3,3&#x2019;-diaminobenzidine tetrahydrochloride (Histofine SAB-PO kit, Nichirei). Slides were counterstained with hematoxylin and coverslipped in a systemic mounting medium. Trypsin-EDTA solution, and Phosphate buffered saline (PBS) were all purchased from Thermo Fisher Scientific Inc (MA, USA).</p>
</sec>
<sec id="s2_5">
<title>Evaluation of CD8<sup>+</sup>, CD4<sup>+</sup> and Treg tumor-infiltrating cells classification</title>
<p>Immunostained sections were evaluated under a microscope (Olympus, Japan). The degree of immune cell infiltration was observed more than 10 independent high-power (&#xd7;200) microscopic fields for each tissue samples. Then 5 areas with the highest numbers of immune cells were selected in each sample for closer examination. Next, using a microscopic field of &#xd7;400, the numbers of immunoreactive cells of each class within cancer cell nests and stroma in these 5 areas were counted; the average of the cell numbers in the 5 fields was used for classification. Image ProPlus software was used for semi-quantitative analysis of Tunel staining results. The average optical density value (IOD/area) = accumulated optical density value/area of the measured staining area, and the larger the value, the stronger the positive. All specimens were evaluated by 2 investigators, If there are differences between the two researchers, they can reach a consensus through discussion or ask the third researcher to make a ruling. The histopathological assessments were conducted under rigorously maintained double-blinded conditions: 1) Sample blinding; 2) Investigator blinding.</p>
</sec>
<sec id="s2_6">
<title>Statistical analysis</title>
<p>Statistical analyses were performed using GraphPad Prism 8.0 software (GraphPad Software Inc). Datas are presented as mean &#xb1; standard error of the mean (SEM). Statistical significance for tumor volume between groups was determined by one-way ANOVA. A p-value &lt; 0.05 was considered significant (*p &lt;.05, **p &lt;.01, and ***p &lt;.001).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>TSME promotes immune checkpoint blockade responsiveness <italic>in vivo</italic>
</title>
<p>To investigated whether Tumor-Suppressing Multi-Enterobacteria improves the responsiveness of immunotherapy targeting the PD-1/PD-L1 axis in hepatocellular carcinoma, we established the murine hepatocellular carcinoma H22 cell line-derived xenograft subcutaneous tumor. The <italic>in vivo</italic> model demonstrated that TSME significantly enhanced the efficacy of &#x3b1;PD-1 immunotherapy (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1a</bold>
</xref>). Compared with vehicle group, the tumor growth inhibition of &#x3b1;PD-1 and TSME groups were 43.30% &#xb1; 12.15% and 19.63% &#xb1; 12.98%respectively, and the TGI of &#x3b1;PD-1 + TSME group was up to 58.78% &#xb1; 7.55%(<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S3</bold>
</xref>). As shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1b</bold>
</xref>, there was no significant difference in mouse body weight among the groups, indicating that both monotherapy and combination therapy had good safety. At the end of the experiment, the mice were euthanized, and the tumors were separated and weighed. The tumor volume of the &#x3b1;PD-1 + TSME group was lower than that of vehicle or any monotherapy group (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1c, d</bold>
</xref>). As shown in <xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2a, d</bold>
</xref>, TSME in combination with blockade PD-1/PD-L1 increased the frequency of infiltrating CD8<sup>+</sup> T cells. As cytotoxic T lymphocytes (CTLs), the more of CD8<sup>+</sup> T cells (the brown one in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2d</bold>
</xref>) often mean more effective against tumors. We also verified the frequency of infiltrating CD4<sup>+</sup> T cells in the tumors. The proportion of CD4<sup>+</sup> T cells in the &#x3b1;PD-1 + TSME combination group was higher than that in the any monotherapy group or vehicle group (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2b, e</bold>
</xref>), similar to the change of CD8<sup>+</sup> T cells. In addition, both &#x3b1;PD-1 and TSME decreased the frequency of regulatory T cell in the tumor microenvironment and demonstrated a synergistic effect (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2c, f</bold>
</xref>). The &#x3b1;PD-1 + TSME group showed a lower proportion of Treg than any other group.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>TSME significantly enhanced the anti-tumor effect of &#x3b1;PD-1/&#x3b1;PD-L1 in hepatocellular carcinoma tumor-bearing mice. <bold>(a)</bold> Tumor growth curves of HCC-bearing mice treated with vehicle control, &#x3b1;PD-1, TSME, or a combination of &#x3b1;PD-1 and TSME. Tumor volumes were measured every 3 days post-treatment initiation (n = 10 per group). Data are presented as mean &#xb1; SD. Statistical significance was determined by two-way ANOVA (***p &lt; 0.001). <bold>(b)</bold> Body weight monitoring throughout the treatment period showing no significant weight loss across treatment groups, indicating limited systemic toxicity. <bold>(c)</bold> Final tumor weights at the end of the experiment. Combination treatment with &#x3b1;PD-1 and TSME resulted in the greatest reduction in tumor burden. Data are presented as mean &#xb1; SD. Statistical significance was assessed by one-way ANOVA (*p &lt; 0.05, **p &lt; 0.01, ***p &lt; 0.001). <bold>(d)</bold> Representative images of excised tumors from each treatment group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1598436-g001.tif">
<alt-text content-type="machine-generated">Four-part image illustrating the effects of different treatments on tumor growth and body weight in mice. (a) Line graph showing tumor volume over 35 days with &#x3b1;PD-1 + TSME treatment significantly reducing volume compared to other groups. (b) Line graph showing stable body weight across all treatments. (c) Scatter plot depicting tumor weight, with &#x3b1;PD-1 + TSME resulting in the lowest weight. (d) Photograph of excised tumors, smaller in the &#x3b1;PD-1 + TSME group compared to others.</alt-text>
</graphic>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>TSME enhances &#x3b1;PD-1-mediated anti-tumor immunity by modulating tumor-infiltrating T cell subsets. <bold>(a&#x2013;c)</bold> Quantification of tumor-infiltrating CD8<sup>+</sup> T cells <bold>(a)</bold>, CD4<sup>+</sup> T cells <bold>(b)</bold>, and Foxp3<sup>+</sup> Tregs <bold>(c)</bold> in tumor tissues of hepatocellular carcinoma-bearing mice treated with vehicle, &#x3b1;PD-1, TSME, or the combination of &#x3b1;PD-1 and TSME. Data are presented as mean &#xb1; SD (n = 10 per group). Statistical analysis was performed using one-way ANOVA followed by Tukey&#x2019;s <italic>post hoc</italic> test (**p &lt; 0.01, ***p &lt; 0.001). <bold>(d&#x2013;f)</bold> Representative immunohistochemical (IHC) staining of tumor sections for CD8 <bold>(d)</bold>, CD4 <bold>(e)</bold>, and Foxp3 <bold>(f)</bold> in each treatment group. Brown DAB staining indicates positive immune cell infiltration, while nuclei were counterstained with hematoxylin (blue).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1598436-g002.tif">
<alt-text content-type="machine-generated">Bar graphs and microscopy images illustrate the experiment results. Graphs a, b, and c show relative expression levels of CD8, CD4, and Foxp3 across four treatment groups: Vehicle, &#x3b1;PD-1, TSME, and &#x3b1;PD-1 + TSME. Values are highest in the &#x3b1;PD-1 + TSME group. Microscopy images d, e, and f display tissue samples for each treatment group demonstrating cellular differences. Each set from left to right corresponds to Vehicle, &#x3b1;PD-1, TSME, and &#x3b1;PD-1 + TSME treatments, showing varied staining patterns and cell densities.</alt-text>
</graphic>
</fig>
<p>Collectively, these results demonstrate that modulating the immunosuppressive microenvironment through intestinal flora regulation may be a promising approach to reinforce the effectiveness of tumor ICB therapy in clinical settings.</p>
</sec>
<sec id="s3_2">
<title>Clinical response in a recurrent and metastatic advanced liver cancer patient enrolled on an investigator-initiated trial</title>
<p>In December 2019, a patient over 50 years old was diagnosed with hepatocellular carcinoma (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1</bold>
</xref>). Despite multimodal therapies including transarterial chemoembolization (TACE), left hepatectomy with cholecystectomy, microwave ablation of right hepatic lobe tumors, lenvatinib combined with camrelizumab, hepatic radiotherapy, and lapatinib plus camrelizumab, the disease continued to progress. From December 16, 2021, to January 6, 2022, the patient received two cycles of atezolizumab combined with bevacizumab, yet disease progression persisted (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). Subsequent maintenance therapy with tegafur-gimeracil-oteracil (S-1) for three months was accompanied by moderate abdominal distension and fatigue.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Longitudinal imaging assessment of liver lesions following treatment. Contrast-enhanced computed tomography (CT) scans of the liver acquired at multiple time points during treatment: <bold>(A)</bold> April 2022, <bold>(B)</bold> June 2022, <bold>(C)</bold> August 2022, and <bold>(D)</bold> November 2022.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1598436-g003.tif">
<alt-text content-type="machine-generated">Four CT scan images labeled A, B, C, and D show cross-sectional views of the abdomen. Each image highlights internal organs and structures with varying degrees of contrast. Labels and measurements in green text are present, indicating specific dimensions in the first three images. Image A shows a measurement of 90.10, B of 86.41, and C of 86.00. Image D does not contain any measurements.</alt-text>
</graphic>
</fig>
<p>In April 2022, the patient enrolled in a clinical trial titled &#x201c;The Efficacy and Safety of Tumor-Suppressing Multi-Enterobacteria Transplantation Combined with Immune Checkpoint Inhibitors in the Treatment of Recurrent or Metastatic Advanced Liver Cancer&#x201d; (Ethics Approval Number: LS2023019, Medical Ethics Committee of Taixing People&#x2019;s Hospital). From April 25, 2022, to November 2022, the patient underwent treatment with atezolizumab (1.2 g qd), bevacizumab (15 mg/kg), and TSME (6 capsules bid, days 1-10) every 3 weeks. Radiographic assessments conducted every two cycles demonstrated stable disease with tumor shrinkage (SD-S) (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3B, C</bold>
</xref>). Concurrently, the patient exhibited significant alleviation of abdominal distension and fatigue. However, follow-up abdominal CT on November 17, 2022, revealed increased hepatic lesions indicating disease progression (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>), with a progression-free survival (PFS) of 7 months. No significant adverse reactions were observed during TSME administration.</p>
<p>Following disease progression in November 2022, the treatment regimen was switched to lapatinib plus regorafenib. To date, the patient remains in stable condition with preserved quality of life (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S2</bold>
</xref>). The therapeutic timeline is summarized in <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Timeline of the patient&#x2019;s treatment plans. TACE, trans-arterial chemoembolization. TSME, Tumor-Suppressing Multi-Enterobacteria.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1598436-g004.tif">
<alt-text content-type="machine-generated">Timeline depicting various treatments and events from 2020 to 2022. Key events include a surgical operation in January 2020, three TACE treatments, liver radiotherapy, multiple drug treatments such as lenvatinib with camrelizumab, apatinib with camrelizumab, atezolizumab with bevacizumab, and atezolizumab with regorafenib. Dates for these events range from January 2020 to December 2022.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>This study is the first to demonstrate the synergistic antitumor effects of TSME combined with PD-1/PD-L1 inhibitors in immunotherapy-resistant HCC. In animal experiments, TSME significantly enhanced the efficacy of &#x3b1;PD-1 monoclonal antibody by remodeling the tumor immune microenvironment (TME): The combination therapy group exhibited increased infiltration of CD8<sup>+</sup> and CD4<sup>+</sup> T cells (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2a, b</bold>
</xref>) and reduced proportions of immunosuppressive Treg cells (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2c</bold>
</xref>). This immune reprogramming correlated with a tumor growth inhibition (TGI) rate of 58.78%, surpassing monotherapy outcomes (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S3</bold>
</xref>). Clinically, a patient with advanced HCC refractory to multiple therapies achieved a PFS of 7 months and alleviated symptoms (abdominal distension, fatigue) after TSME combined with atezolizumab treatment (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>). Despite eventual disease progression, the patient maintained a stable quality of life, suggesting that TSME may reverse immunotherapy resistance through multispecies synergy.</p>
<p>In this clinical case, the patient received carilizumab therapy for 17 months until disease progression, followed by combination therapy with atezolizumab and bevacizumab. Upon recurrence, the patient was treated with tegafur-gimeracil-oteracil (S-1) for 3 months. Subsequent recurrence prompted combination therapy with oral TSME, atezolizumab, and bevacizumab, which demonstrated favorable clinical efficacy. However, the potential delayed pseudo-progression effect of atezolizumab must be ruled out. Existing studies report varying pseudo-progression rates across tumor types: 2.78%-9.69% in melanoma, 1.81%-5.77% in non-small cell lung cancer, and 2.86%-8.82% in renal cell carcinoma, while HCC has limited documented cases (<xref ref-type="bibr" rid="B34">34</xref>). Pseudo-progression typically occurs within the first few weeks of immunotherapy (occasionally up to 12 weeks) but rarely manifests after prolonged treatment. In our case, disease progression was observed 16 weeks after initiating atezolizumab, prompting TSME combination therapy. Thus, the likelihood of atezolizumab-induced delayed pseudo-progression is minimal based on both temporal pattern and incidence rates. Notably, the patient reported moderate abdominal distension and fatigue prior to TSME therapy, which gradually resolved post-TSME intervention. This symptomatic improvement aligns with radiographic stabilization (7-month PFS), strongly suggesting that the observed clinical benefit was primarily driven by the synergistic effects of TSME combined with anti-PD-L1 inhibitors rather than delayed pseudo-progression.</p>
<p>FMT remains a primary strategy for modulating gut microbiota to enhance immunotherapy. However, its clinical utility is limited by donor dependency, batch heterogeneity, and infection risks. For instance, FMT trials in melanoma reported objective response rates (ORR) of only 20&#x2013;35% (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B24">24</xref>), with efficacy highly donor-dependent. In contrast, TSME comprises nine well-characterized probiotic strains (e.g., <italic>Bifidobacterium longum</italic>, <italic>Lactobacillus reuteri</italic>), validated in preclinical studies (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2d-f</bold>
</xref>). Standardized production (SC10632117100037) ensures batch consistency and food-grade safety for long-term oral administration. Moreover, TSME has a long shelf life of 24 months and is easy to store. The recommended storage conditions are to keep it in a cool, dry place, preferably refrigerated at 4&#xb0;C, while avoiding direct sunlight. It is also convenient to use: the recommended administration method is to take it with warm water, 6 tablets twice daily. Importantly, the bacterial strains in TSME exhibit acid and bile salt resistance. TSME is prepared using a multi-layer encapsulation technology to prevent degradation by gastric acid and bile, significantly enhancing its suitability for clinical application and widespread promotion. Mechanistically, TSME targets complementary pathways through multispecies synergy: Bifidobacterium activates dendritic cells (DCs) via short-chain fatty acids (SCFAs) to promote CD8<sup>+</sup> T cells activation (<xref ref-type="bibr" rid="B19">19</xref>), while <italic>Lactobacillus reuteri</italic>-derived indole-3-aldehyde (I3A) suppresses Treg differentiation and sustains effector T-cell function (29. Such precision is unattainable with FMT&#x2019;s heterogeneous microbiota.</p>
<p>The resistance of (HCC) to (ICIs) is closely associated with T cell exhaustion and infiltration of immunosuppressive cells within the tumor microenvironment (TME) (<xref ref-type="bibr" rid="B35">35</xref>). Our study demonstrates that the combination of TSME with &#x3b1;PD-1 significantly enhances intra-tumoral CD8<sup>+</sup>/CD4<sup>+</sup> T cell density (2.1-fold increase compared to monotherapy) while reducing the proportion of Treg cells (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2c, f</bold>
</xref>). These findings align with recent evidence suggesting that gut microbiota modulation, such as enrichment of <italic>Lachnospiraceae</italic>, improves HCC prognosis by promoting CD8<sup>+</sup> T cell infiltration (<xref ref-type="bibr" rid="B26">26</xref>). Further supporting this mechanistic link, Mao et&#xa0;al. (<xref ref-type="bibr" rid="B26">26</xref>) identified specific bacterial taxa (e.g., <italic>Lachnospiraceae bacterium-GAM79</italic> and <italic>Alistipes sp. Marseille-P5997</italic>) whose abundance correlates with prolonged PFS and overall survival (OS) in immunotherapy recipients (<xref ref-type="bibr" rid="B26">26</xref>). Importantly, our work extends these observations by revealing that multi-strain probiotic combinations can systemically remodel the immunosuppressive TME. This immunomodulatory effect may be partially mediated by Alistipes-derived metabolites, which have been shown to inhibit PD-1-induced T cell exhaustion (<xref ref-type="bibr" rid="B36">36</xref>).</p>
<p>Clinically, the observed radiological stabilization (SD-S) and symptomatic improvement in TSME-treated patients correlated with dynamic immune reconfiguration in the TME (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). To advance these findings, future studies should employ integrated multi-omics approaches (metagenomics/metabolomics) to establish causal relationships within the &#x201c;microbiota-metabolite-immune phenotype&#x201d; axis and refine therapeutic protocols through mechanistic validation.</p>
<p>This study demonstrates that TSME combined with PD-1/PD-L1 inhibitors significantly improves outcomes in immunotherapy-resistant HCC. However, several limitations should be noted. First, clinical evidence relies on a single case, necessitating larger cohorts to validate TSME&#x2019;s generalizability. Second, the specific contributions of individual TSME strains and their immunomodulatory metabolites require further exploration. Additionally, the H22 cell line-derived subcutaneous xenograft mouse model used in this study exhibits differences in tumor microenvironment characteristics (e.g., immune cell composition, stromal features) compared to human HCC orthotopic tumors, which may limit clinical translatability. Future studies should integrate multi-omics technologies (e.g., metabolomics) to establish causal &#x201c;microbiota-metabolite-immune phenotype&#x201d; relationships and explore TSME synergies with other ICIs (e.g., CTLA-4 inhibitors) or targeted therapies.</p>
<p>In conclusion, TSME combined with PD-1/PD-L1 inhibitors offers a novel strategy to overcome immunotherapy resistance in HCC by remodeling the TME. Its standardized formulation and mechanistic precision address FMT limitations, advancing gut microbiota interventions in precision oncology. The rigorous pseudo-progression assessment framework herein provides critical guidance for future clinical trials.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Ethics Committee of Taizhou People&#x2019;s Hospital. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study. The animal study was approved by Ethics Committee of Taizhou People&#x2019;s Hospital. The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>DW: Methodology, Formal analysis, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. YF: Investigation, Data curation, Writing &#x2013; review &amp; editing. MZ: Investigation, Data curation, Writing &#x2013; review &amp; editing. XW: Resources, Writing &#x2013; review &amp; editing. XH: Formal analysis, Writing &#x2013; review &amp; editing. XG: Resources, Writing &#x2013; review &amp; editing. YL: Supervision, Writing &#x2013; review &amp; editing. CC: Project administration, Writing &#x2013; review &amp; editing. ZD: Conceptualization, Supervision, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. The Project Supported by&#xa0;Zhejiang Provincial Natural Science Foundation of China (LMS25C040002).</p>
</sec>
<sec id="s9" 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="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fimmu.2025.1598436/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2025.1598436/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf"/>
<supplementary-material xlink:href="Table1.xls" id="ST1" mimetype="application/vnd.ms-excel"/>
<supplementary-material xlink:href="Table2.xls" id="ST2" mimetype="application/vnd.ms-excel"/>
<supplementary-material xlink:href="Table3.xls" id="ST3" mimetype="application/vnd.ms-excel"/>
<supplementary-material xlink:href="Table4.xls" id="ST4" mimetype="application/vnd.ms-excel"/>
<supplementary-material xlink:href="Table5.xls" id="ST5" mimetype="application/vnd.ms-excel"/>
<supplementary-material xlink:href="Table6.xlsx" id="ST6" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sung</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ferlay</surname> <given-names>J</given-names>
</name>
<name>
<surname>Siegel</surname> <given-names>RL</given-names>
</name>
<name>
<surname>Laversanne</surname> <given-names>M</given-names>
</name>
<name>
<surname>Soerjomataram</surname> <given-names>I</given-names>
</name>
<name>
<surname>Jemal</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries</article-title>. <source>CA Cancer J Clin</source>. (<year>2021</year>) <volume>71</volume>:<page-range>209&#x2013;49</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3322/caac.21660</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname> <given-names>JD</given-names>
</name>
<name>
<surname>Hainaut</surname> <given-names>P</given-names>
</name>
<name>
<surname>Gores</surname> <given-names>GJ</given-names>
</name>
<name>
<surname>Amadou</surname> <given-names>A</given-names>
</name>
<name>
<surname>Plymoth</surname> <given-names>A</given-names>
</name>
<name>
<surname>Roberts</surname> <given-names>LR</given-names>
</name>
</person-group>. <article-title>A global view of hepatocellular carcinoma: trends, risk, prevention and management</article-title>. <source>Nat Rev Gastroenterol Hepatol</source>. (<year>2019</year>) <volume>16</volume>:<fpage>589</fpage>&#x2013;<lpage>604</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41575-019-0186-y</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Finn</surname> <given-names>RS</given-names>
</name>
<name>
<surname>Qin</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ikeda</surname> <given-names>M</given-names>
</name>
<name>
<surname>Galle</surname> <given-names>PR</given-names>
</name>
<name>
<surname>Ducreux</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>TY</given-names>
</name>
<etal/>
</person-group>. <article-title>Atezolizumab plus bevacizumab in unresectable hepatocellular carcinoma</article-title>. <source>New Engl J Med</source>. (<year>2020</year>) <volume>382</volume>:<page-range>1894&#x2013;905</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMoa1915745</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yau</surname> <given-names>T</given-names>
</name>
<name>
<surname>Galle</surname> <given-names>PR</given-names>
</name>
<name>
<surname>Decaens</surname> <given-names>T</given-names>
</name>
<name>
<surname>Sangro</surname> <given-names>B</given-names>
</name>
<name>
<surname>Qin</surname> <given-names>S</given-names>
</name>
<name>
<surname>Fonseca</surname> <given-names>LG</given-names>
</name>
<etal/>
</person-group>. <article-title>Nivolumab plus ipilimumab versus lenvatinib or sorafenib as first-line treatment for unresectable hepatocellular carcinoma (CheckMate 9DW): an open-label, randomised, phase 3 trial</article-title>. <source>Lancet</source>. (<year>2025</year>) <volume>7</volume>:<fpage>S0140</fpage>&#x2013;<lpage>6736(25)00403-9</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0140-6736(25)00403-9</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>El-Khoueiry</surname> <given-names>AB</given-names>
</name>
<name>
<surname>Sangro</surname> <given-names>B</given-names>
</name>
<name>
<surname>Yau</surname> <given-names>T</given-names>
</name>
<name>
<surname>Crocenzi</surname> <given-names>TS</given-names>
</name>
<name>
<surname>Kudo</surname> <given-names>M</given-names>
</name>
<name>
<surname>Hsu</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Nivolumab in patients with advanced hepatocellular carcinoma (CheckMate 040): an open-label, non-comparative, phase 1/2 dose escalation and expansion trial</article-title>. <source>Lancet</source>. (<year>2017</year>) <volume>389</volume>:<page-range>2492&#x2013;502</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0140-6736(17)31046-2</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nanda</surname> <given-names>VGY</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>W</given-names>
</name>
<name>
<surname>Hwu</surname> <given-names>P</given-names>
</name>
<name>
<surname>Davies</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Ciliberto</surname> <given-names>G</given-names>
</name>
<name>
<surname>Fattore</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Melanoma and immunotherapy bridge 2015: Naples, Italy. 1&#x2013;5 December 2015</article-title>. <source>J Transl Med</source>. (<year>2016</year>) <volume>14</volume>:<fpage>65</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12967-016-0791-2</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sangro</surname> <given-names>B</given-names>
</name>
<name>
<surname>Martin</surname> <given-names>CG</given-names>
</name>
<name>
<surname>Mata</surname> <given-names>M</given-names>
</name>
<name>
<surname>I&#xf1;arrairaegui</surname> <given-names>M</given-names>
</name>
<name>
<surname>Garralda</surname> <given-names>E</given-names>
</name>
<name>
<surname>Barrera</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>A clinical trial of CTLA-4 blockade with tremelimumab in patients with hepatocellular carcinoma and chronic hepatitis C</article-title>. <source>J Hepatol</source>. (<year>2013</year>) <volume>59</volume>:<page-range>81&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jhep.2013.02.022</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sharma</surname> <given-names>P</given-names>
</name>
<name>
<surname>Lieskovan</surname> <given-names>SH</given-names>
</name>
<name>
<surname>Wargo</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Ribas</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Primary, adaptive, and acquired resistance to cancer immunotherapy</article-title>. <source>Cell</source>. (<year>2017</year>) <volume>168</volume>:<page-range>707&#x2013;23</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2017.01.017</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qin</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ren</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Meng</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Chai</surname> <given-names>X</given-names>
</name>
<name>
<surname>Xiong</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Camrelizumab in patients with previously treated advanced hepatocellular carcinoma: a multicentre, open-label, parallel-group, randomised, phase 2 trial</article-title>. <source>Lancet Oncol</source>. (<year>2020</year>) <volume>21</volume>:<page-range>571&#x2013;80</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S1470-2045(20)30011-5</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yau</surname> <given-names>T</given-names>
</name>
<name>
<surname>Kang</surname> <given-names>YK</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>TY</given-names>
</name>
<name>
<surname>El-Khoueiry</surname> <given-names>AB</given-names>
</name>
<name>
<surname>Santoro</surname> <given-names>A</given-names>
</name>
<name>
<surname>Sangro</surname> <given-names>B</given-names>
</name>
<etal/>
</person-group>. <article-title>Efficacy and safety of nivolumab plus ipilimumab in patients with advanced hepatocellular carcinoma previously treated with sorafenib: the checkMate 040 randomized clinical trial</article-title>. <source>JAMA Oncol</source>. (<year>2020</year>) <volume>6</volume>:<elocation-id>e204564</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamaoncol.2020.4564</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hegde</surname> <given-names>PS</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>DS</given-names>
</name>
</person-group>. <article-title>Top 10 challenges in cancer immunotherapy</article-title>. <source>Immunity</source>. (<year>2020</year>) <volume>52</volume>:<fpage>17</fpage>&#x2013;<lpage>35</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.immuni.2019.12.011</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gupta</surname> <given-names>S</given-names>
</name>
<name>
<surname>Shukla</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Limitations of immunotherapy in cancer</article-title>. <source>Cureus</source>. (<year>2022</year>) <volume>14</volume>:<elocation-id>e30856</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.7759/cureus.30856</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname> <given-names>B</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>X</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>J</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>C</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>IFNalpha potentiates anti-PD-1 efficacy by remodeling glucose metabolism in the hepatocellular carcinoma microenvironment</article-title>. <source>Cancer Discov</source>. (<year>2022</year>) <volume>12</volume>:<page-range>1718&#x2013;41</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/2159-8290.CD-21-1022</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Park</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Gazzaniga</surname> <given-names>FS</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Luthens</surname> <given-names>AK</given-names>
</name>
<name>
<surname>Gillis</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>W</given-names>
</name>
<etal/>
</person-group>. <article-title>Targeting PD-L2&#x2013;RGMb overcomes microbiome-related immunotherapy resistance</article-title>. <source>Nature</source>. (<year>2023</year>) <volume>617</volume>:<page-range>377&#x2013;85</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41586-023-06026-3</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jiang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Jia</surname> <given-names>D</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Ding</surname> <given-names>N</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
</person-group>. <article-title>Microbiota: A key factor affecting and regulating the efficacy of immunotherapy</article-title>. <source>Clin Transl Med</source>. (<year>2023</year>) <volume>13</volume>:<elocation-id>e1508</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/ctm2.1508</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iida</surname> <given-names>N</given-names>
</name>
<name>
<surname>Dzutsev</surname> <given-names>A</given-names>
</name>
<name>
<surname>Stewart</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Smith</surname> <given-names>L</given-names>
</name>
<name>
<surname>Bouladoux</surname> <given-names>N</given-names>
</name>
<name>
<surname>Weingarten</surname> <given-names>RA</given-names>
</name>
<etal/>
</person-group>. <article-title>Commensal bacteria control cancer response to therapy by modulating the tumor microenvironment</article-title>. <source>Science</source>. (<year>2013</year>) <volume>342</volume>:<page-range>967&#x2013;70</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.1240527</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qiu</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Z</given-names>
</name>
<etal/>
</person-group>. <article-title>Exploring the emerging role of the gut microbiota and tumor microenvironment in cancer immunotherapy</article-title>. <source>Front Immunol</source>. (<year>2020</year>) <volume>11</volume>:<elocation-id>612202</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2020.612202</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>SL</given-names>
</name>
<name>
<surname>Mao</surname> <given-names>YQ</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>ZY</given-names>
</name>
<name>
<surname>Li</surname> <given-names>ZM</given-names>
</name>
<name>
<surname>Kong</surname> <given-names>CY</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>HL</given-names>
</name>
<etal/>
</person-group>. <article-title>Pectin supplement significantly enhanced the anti-PD-1 efficacy in tumor-bearing mice humanized with gut microbiota from patients with colorectal cancer</article-title>. <source>Theranostics</source>. (<year>2021</year>) <volume>11</volume>:<page-range>4155&#x2013;70</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.7150/thno.54476</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sivan</surname> <given-names>A</given-names>
</name>
<name>
<surname>Corrales</surname> <given-names>L</given-names>
</name>
<name>
<surname>Hubert</surname> <given-names>N</given-names>
</name>
<name>
<surname>Williams</surname> <given-names>JB</given-names>
</name>
<name>
<surname>Michaels</surname> <given-names>KA</given-names>
</name>
<name>
<surname>Earley</surname> <given-names>ZM</given-names>
</name>
<etal/>
</person-group>. <article-title>Commensal Bifidobacterium promotes antitumor immunity and facilitates anti&#x2013;PD-L1 efficacy</article-title>. <source>Science</source>. (<year>2015</year>) <volume>350</volume>:<page-range>1084&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.aac4255</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>V&#xe9;tizou</surname> <given-names>M</given-names>
</name>
<name>
<surname>Pitt</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Daill&#xe8;re</surname> <given-names>R</given-names>
</name>
<name>
<surname>Lepage</surname> <given-names>P</given-names>
</name>
<name>
<surname>Waldschmitt</surname> <given-names>N</given-names>
</name>
<name>
<surname>Flament</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Anticancer immunotherapy by CTLA-4 blockade relies on the gut microbiota</article-title>. <source>Science</source>. (<year>2015</year>) <volume>350</volume>:<page-range>1079&#x2013;84</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.aad1329</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>W</given-names>
</name>
<name>
<surname>Lei</surname> <given-names>J</given-names>
</name>
<name>
<surname>Ke</surname> <given-names>S</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Xiao</surname> <given-names>J</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>Z</given-names>
</name>
<etal/>
</person-group>. <article-title>Fecal microbiota transplantation plus tislelizumab and fruquintinib in refractory microsatellite stable metastatic colorectal cancer: an open-label, single-arm, phase II trial (RENMIN-215)</article-title>. <source>eClinicalMedicine</source>. (<year>2023</year>) <volume>66</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.eclinm.2023.102315</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Davar</surname> <given-names>D</given-names>
</name>
<name>
<surname>Dzutsev</surname> <given-names>AK</given-names>
</name>
<name>
<surname>McCulloch</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Rodrigues</surname> <given-names>RR</given-names>
</name>
<name>
<surname>Chauvin</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Morrison</surname> <given-names>RM</given-names>
</name>
<etal/>
</person-group>. <article-title>Fecal microbiota transplant overcomes resistance to anti&#x2013;PD-1 therapy in melanoma patients</article-title>. <source>Science</source>. (<year>2021</year>) <volume>371</volume>:<fpage>595</fpage>&#x2013;<lpage>602</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.abf3363</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Derosa</surname> <given-names>L</given-names>
</name>
<name>
<surname>Routy</surname> <given-names>B</given-names>
</name>
<name>
<surname>Fidelle</surname> <given-names>M</given-names>
</name>
<name>
<surname>Iebba</surname> <given-names>V</given-names>
</name>
<name>
<surname>Alla</surname> <given-names>L</given-names>
</name>
<name>
<surname>Pasolli</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Gut bacteria composition drives primary resistance to cancer immunotherapy in renal cell carcinoma patients</article-title>. <source>Eur Urol</source>. (<year>2020</year>) <volume>78</volume>:<fpage>195</fpage>&#x2013;<lpage>206</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.eururo.2020.04.044</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Routy</surname> <given-names>BA-O</given-names>
</name>
<name>
<surname>Lenehan</surname> <given-names>JG</given-names>
</name>
<name>
<surname>Jr</surname> <given-names>WHM</given-names>
</name>
<name>
<surname>Jamal</surname> <given-names>R</given-names>
</name>
<name>
<surname>Messaoudene</surname> <given-names>M</given-names>
</name>
<name>
<surname>Daisley</surname> <given-names>BA</given-names>
</name>
<etal/>
</person-group>. <article-title>Fecal microbiota transplantation plus anti-PD-1 immunotherapy in advanced melanoma: a phase I trial</article-title>. <source>Nat Med</source>. (<year>2023</year>) <volume>29</volume>:<page-range>2121&#x2013;32</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41591-023-02453-x</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>D</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>L</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Ginseng polysaccharides alter the gut microbiota and kynurenine/tryptophan ratio, potentiating the antitumour effect of antiprogrammed cell death 1/programmed cell death ligand 1 (anti-PD-1/PD-L1) immunotherapy</article-title>. <source>Gut</source>. (<year>2022</year>) <volume>71</volume>:<page-range>734&#x2013;45</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/gutjnl-2020-321031</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mao</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>D</given-names>
</name>
<name>
<surname>Long</surname> <given-names>J</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>J</given-names>
</name>
<name>
<surname>Song</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Gut microbiome is associated with the clinical response to anti-PD-1 based immunotherapy in hepatobiliary cancers</article-title>. <source>J ImmunoTherapy Cancer</source>. (<year>2021</year>) <volume>9</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/jitc-2021-003334</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Matson</surname> <given-names>V</given-names>
</name>
<name>
<surname>Fessler</surname> <given-names>J</given-names>
</name>
<name>
<surname>Bao</surname> <given-names>R</given-names>
</name>
<name>
<surname>Chongsuwat</surname> <given-names>T</given-names>
</name>
<name>
<surname>Zha</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Alegre</surname> <given-names>ML</given-names>
</name>
<etal/>
</person-group>. <article-title>The commensal microbiome is associated with anti&#x2013;PD-1 efficacy in metastatic melanoma patients</article-title>. <source>Science</source>. (<year>2018</year>) <volume>359</volume>:<page-range>104&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.aao3290</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>H</given-names>
</name>
<name>
<surname>Li</surname> <given-names>D</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>X</given-names>
</name>
<name>
<surname>Han</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Bifidobacterium breve predicts the efficacy of anti-PD-1 immunotherapy combined with chemotherapy in Chinese NSCLC patients</article-title>. <source>Cancer Med</source>. (<year>2023</year>) <volume>12</volume>:<page-range>6325&#x2013;36</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/cam4.5312</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bender</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>McPherson</surname> <given-names>AC</given-names>
</name>
<name>
<surname>Phelps</surname> <given-names>CM</given-names>
</name>
<name>
<surname>Pandey</surname> <given-names>SP</given-names>
</name>
<name>
<surname>Laughlin</surname> <given-names>CR</given-names>
</name>
<name>
<surname>Shapiraet</surname> <given-names>JH</given-names>
</name>
<etal/>
</person-group>. <article-title>Dietary tryptophan metabolite released by intratumoral Lactobacillus reuteri facilitates immune checkpoint inhibitor treatment</article-title>. <source>Cell</source>. (<year>2023</year>) <volume>186</volume>:<fpage>1846</fpage>&#x2013;<lpage>62.e26</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2023.03.011</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mager</surname> <given-names>LF</given-names>
</name>
<name>
<surname>Burkhard</surname> <given-names>R</given-names>
</name>
<name>
<surname>Pett</surname> <given-names>N</given-names>
</name>
<name>
<surname>Cooke</surname> <given-names>NCA</given-names>
</name>
<name>
<surname>Brown</surname> <given-names>K</given-names>
</name>
<name>
<surname>Ramay</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Microbiome-derived inosine modulates response to checkpoint inhibitor immunotherapy</article-title>. <source>Science</source>. (<year>2020</year>) <volume>369</volume>:<page-range>1481&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.abc3421</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abedin-Do</surname> <given-names>A</given-names>
</name>
<name>
<surname>Taherian-Esfahani</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Ghafouri-Fard</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ghafouri-Fard</surname> <given-names>S</given-names>
</name>
<name>
<surname>Motevaseli</surname> <given-names>E</given-names>
</name>
</person-group>. <article-title>Immunomodulatory effects of Lactobacillus strains: emphasis on their effects on cancer cells</article-title>. <source>Immunotherapy</source>. (<year>2015</year>) <volume>7</volume>:<page-range>1307&#x2013;29</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.2217/imt.15.92</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>W</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>WX</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>LY</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>D</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>XD</given-names>
</name>
<etal/>
</person-group>. <article-title>Streptococcus thermophilus inhibits colorectalTumorigenesis through secreting &#x3b2;-galactosidase</article-title>. <source>Gastroenterology</source>. (<year>2021</year>) <volume>160</volume>:<page-range>1179&#x2013;93</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1053/j.gastro.2020.09.003</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wei</surname> <given-names>Si</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>S</given-names>
</name>
<name>
<surname>Bugno</surname> <given-names>J</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Ding</surname> <given-names>X</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Lactobacillus rhamnosus GG induces cGAS/STING- dependent type I interferon and improves response to immune checkpoint blockade</article-title>. <source>Gut.</source> (<year>2022</year>) <volume>71</volume>:<page-range>521&#x2013;33</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/gutjnl-2020-323426</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chiou</surname> <given-names>VL</given-names>
</name>
<name>
<surname>Burotto</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Pseudoprogression and immune-related response in solid tumors</article-title>. <source>J Clin Oncol</source>. (<year>2015</year>) <volume>33</volume>:<page-range>3541&#x2013;3</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1200/JCO.2015.61.6870</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname> <given-names>C</given-names>
</name>
<name>
<surname>Mezzadra</surname> <given-names>R</given-names>
</name>
<name>
<surname>chumachere</surname> <given-names>TN</given-names>
</name>
</person-group>. <article-title>Regulation and function of the PD-L1 checkpoint</article-title>. <source>Immunity</source>. (<year>2018</year>) <volume>48</volume>:<page-range>434&#x2013;52</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.immuni.2018.03.014</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>G</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>S</given-names>
</name>
<name>
<surname>Cho</surname> <given-names>B</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>SY</given-names>
</name>
<name>
<surname>Do</surname> <given-names>EJ</given-names>
</name>
<etal/>
</person-group>. <article-title>Fecal microbiota transplantation improves anti-PD-1 inhibitor efficacy in unresectable or metastatic solid cancers refractory to anti-PD-1 inhibitor</article-title>. <source>Cell Host Microbe</source>. (<year>2024</year>) <volume>32</volume>:<page-range>1380&#x2013;93</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.chom.2024.06.010</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>