<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="editorial" dtd-version="2.3" xml:lang="EN">
<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.2023.1142101</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Immunological characteristics of malignant tumors of the hepatobiliary system and identification of immunotherapy targets</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Qiyao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1245098"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>He</surname>
<given-names>Yuting</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/882062"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Guo</surname>
<given-names>Wenzhi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/834613"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University</institution>, <addr-line>Zhengzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Key Laboratory of Hepatobiliary and Pancreatic Surgery and Digestive Organ Transplantation of Henan Province, The First Affiliated Hospital of Zhengzhou University</institution>, <addr-line>Zhengzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Open and Key Laboratory of Hepatobiliary &amp; Pancreatic Surgery and Digestive Organ Transplantation at Henan Universities</institution>, <addr-line>Zhengzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Henan Key Laboratory of Digestive Organ Transplantation</institution>, <addr-line>Zhengzhou</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited and Reviewed by: Katy Rezvani, University of Texas MD Anderson Cancer Center, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Wenzhi Guo, <email xlink:href="mailto:fccguowz@zzu.edu.cn">fccguowz@zzu.edu.cn</email>; Yuting He, <email xlink:href="mailto:fccheyt1@zzu.edu.cn">fccheyt1@zzu.edu.cn</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Cancer Immunity and Immunotherapy, a section of the journal Frontiers in Immunology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1142101</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>01</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Zhang, He and Guo</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Zhang, He and Guo</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>
<related-article id="RA1" related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/research-topics/31323" ext-link-type="uri">Editorial on the Research Topic <article-title>Immunological characteristics of malignant tumors of hepatobiliary system and identification of immunotherapy targets</article-title>
</related-article>
<kwd-group>
<kwd>immune</kwd>
<kwd>immunocheckpoint inhibitor</kwd>
<kwd>treatment</kwd>
<kwd>malignant tumors of the hepatobiliary system</kwd>
<kwd>prognosis</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="5"/>
<page-count count="3"/>
<word-count count="1167"/>
</counts>
</article-meta>
</front>
<body>
<p>Previous studies have demonstrated that large numbers of immune cells infiltrate the microenvironment of hepatobiliary malignant tumors. These immune cells play an important role in immune surveillance and immune clearance of tumors. However, hepatobiliary malignancies occur in the immune tolerance niche. The hepatobiliary system has various mechanisms to inhibit aberrant immune activation against antigens and bacteria transmitted through the portal vein system, including the upregulation of immune checkpoints (such as PDCD1) and the secretion of exosomes and cytokines (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fimmu.2022.1070961">Li et&#xa0;al.</ext-link>). The efficacy of immune checkpoint inhibitors (ICIs) developed based on these known approaches has been verified in several cancers, including liver cancer and gall bladder cancer (GBC) (<xref ref-type="bibr" rid="B1">1</xref>). However, patients with hepatobiliary malignancies exhibit a low overall response rate (ORR) to the above treatments. The median overall survival time of patients with liver cancer and GBC is 16.4 and 13.9 months, respectively. ICIs exert an exact but limited therapeutic effect. Researchers have attempted to predict the sensitivity of treatment based on the expression of autoimmune checkpoint proteins, the secretion of target proteins <italic>via</italic> exosomes, and the degree of infiltration of T cells and macrophages in the tumor microenvironment (TME) (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fimmu.2022.982578">Zang et&#xa0;al.</ext-link>). The combinations of two types of ICIs and ICIs and tyrosine kinase inhibitors or anti-VEGF antibodies can potentiate the effect of immunotherapy. However, the progress in the field of combinatorial therapy is not satisfactory. The mechanism underlying immune escape in the TME has not been completely elucidated. Future studies must evaluate the mechanisms involved in the selectivity of ICIs for hepatobiliary malignancies.</p>
<p>Considering the importance of the treatment of malignant tumors of the hepatobiliary system, our research group aimed to elucidate the mechanisms involved in tumor cell-mediated regulation of the immune response in the TME, improve currently used immunotherapeutic methods, identify potential immune targets, and predict tumor immune response.</p>
<p>Mutations in the RAS gene family are observed in approximately 20% of all cancers. Based on their clonality, RAS mutations have a key role as driver mutations. Additionally, RAS mutations are associated with poor prognosis and are undruggable targets. Thus, RAS mutations are potential immunotherapy targets (<xref ref-type="bibr" rid="B2">2</xref>). <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fimmu.2022.902709">Baleeiro et&#xa0;al.</ext-link> identified immunogenic peptides derived from codon 12 RAS mutants (G12A, G12C, G12D, G12R, G12S, and G12V), which bind to HLA-A * 02:01 and HLA-A * 03:01 and trigger a strong peptide-specific CD8+ T cell response. The findings of Renato et&#xa0;al. indicated the presence of an effective CD8+ T cell bank to immunologically respond to these mobilized mutant RAS-derived peptides. Cytotoxic T cells generated against these peptides specifically lyse tumor cells expressing mutant RAS. Transgenic humanized HLA-A2/DR1 mice were inoculated with a long peptide containing CD8+ T cells generated using the anchored modified 9-mer G12V epitope. The peptide reacted with the original 9-mer and the HLA-A * 02:01-positive human cancer cell line harboring the G12V mutation. The study by Renato et&#xa0;al. has provided strong evidence that mutated RAS can be targeted using immunotherapy.</p>
<p>The level of immune cell infiltration in the TME is critical for tumor progression. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fonc.2022.924059">Yuan et&#xa0;al.</ext-link> used unsupervised clustering to identify the molecular subtypes of hepatocellular carcinoma (HCC) that exhibited the characteristics of cold and hot tumors. The expression level of KLF2 and ANXA5 were related to the infiltration of multiple immune cells in TME. The authors constructed a prognosis prediction model based on six gene signatures (<italic>IMPDH1</italic>, <italic>KLF2</italic>, <italic>ANXA5</italic>, <italic>S100A9</italic>, <italic>MSC</italic>, and <italic>KLRB1</italic>). These results were verified in an independent local HCC queue. These results provide new clues for the wide and effective application of immunotherapy in HCC. Similarly, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fimmu.2022.973649">Lu et&#xa0;al.</ext-link> used unsupervised clustering to identify three HCC molecular subtypes from the perspective of necrotic apoptosis. The authors combined the CIBERSORT algorithm (a deconvolution method), tumor immune dysfunction and exclusion (TIDE), ESTIMATE, and Gene Set Enrichment Analysis to evaluate the level of immune cell infiltration. The prognosis prediction model was constructed based on the LASSO model and verified using quantitative real-time polymerase chain reaction. <italic>KPNA2</italic>, <italic>SLC1A5</italic>, and <italic>RAMP3</italic> were identified as the pivotal genes of the prognosis model. The gene expression level of immune checkpoint proteins was upregulated in the high-risk scoring subgroup. Additionally, the high-risk scoring subgroup exhibited a high TIDE score, indicating that the immunotherapy efficiency was low for this subgroup. Furthermore, the authors verified that the risk-scoring model based on the characteristics of necrotic apoptosis has a strong prognostic ability.</p>
<p>Cancer immunotherapy, especially ICIs, is a breakthrough treatment for various tumors in recent years. Previous studies have shown that the benefits of ICI alone for patients with intrahepatic cholangiocarcinoma (ICC) are very limited. Some clinical trials with small sample size reported that the ORR of ICI to ICC was 13% &#x2013; 22% (<xref ref-type="bibr" rid="B3">3</xref>). Recently, CD274 inhibitor (durvalumab) in combination with gemcitabine and cisplatin (GemCis) was reported to improve the response rate of patients with advanced biliary tract cancer (approximately 10%&#x2013;26.7%) when compared with GemCis in a phase 3 randomized clinical trial. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fimmu.2022.943066">Zeng et al.</ext-link> identified the determinants associated with the beneficial outcome of this combination therapy. The authors recruited 12 patients with ICC from a phase 2 clinical trial (ChiCTR2000036652) as an exploratory cohort. Next, gene expression in the TME was examined using RNA isolated from baseline transformer tissue samples. Specific gene signatures were observed in patients with ICC who received PDCD1 inhibitors in combination with GemCis as first-line therapy. The efficacy of the combination therapy was significantly correlated with the gene signature. Although these six immune-related gene features are generated based on a small cohort, they exhibited good differentiation ability for patients with ICC receiving immunochemotherapy.</p>
<p>Tumor mutational burden, neoantigen burden, and pre-infiltrating T cells are indicators of the benefit of immunosuppressive therapy at the checkpoint (<xref ref-type="bibr" rid="B4">4</xref>). <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fimmu.2022.983490">Liu et&#xa0;al.</ext-link> studied the specific role of IMPDH1 in tumors. <italic>IMPDH1</italic> can up-regulate the production of cytosine and promote the consumption of guanine, which is related to uncontrolled cell proliferation (<xref ref-type="bibr" rid="B5">5</xref>). The authors demonstrated that the expression of <italic>IMPDH1</italic> was up-regulated in various tumors and was associated with poor prognosis. <italic>IMPDH1</italic> is not only a potential tumor prognostic marker and therapeutic target, but also plays an immunomodulatory role through CD8+T lymphocytes and mononuclear macrophages. Meanwhile, IMPDH1 is closely related to immune checkpoints and immune related genes and pathways in TME. The expression of IMPDH1 affects the efficacy and prognosis of ICI treatment in patients with cancer.</p>
<p>Our Research Topic &#x201c;<italic>Immunological Characteristics of Malignant Tumors of the Hepatobiliary System and Identification of Immunobiliary Targets</italic>&#x201d; is the basis for this study on the mechanism of immune escape in the TME of hepatobiliary system malignancy and provided accurate evidence of the mechanism of highly selective ICIs in hepatobiliary malignancies. We believe that this Research Topic provides a high-level forum for further research on the immune mechanism and treatment of hepatobiliary malignancies.</p>
<sec id="s1" sec-type="author-contributions">
<title>Author contributions</title>
<p>WG drafted this editorial article. All authors made substantial, direct and intellectual contributions to the work, and approved it for publication.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>We would like to thank all authors for their contributions to this Research Topic.</p>
</ack>
<sec id="s2" 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="s3" 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>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jiang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Diaz</surname> <given-names>DA</given-names>
</name>
<name>
<surname>Nuguru</surname> <given-names>SP</given-names>
</name>
<name>
<surname>Mittra</surname> <given-names>A</given-names>
</name>
<name>
<surname>Manne</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Stereotactic body radiation therapy (SBRT) plus immune checkpoint inhibitors (ICI) in hepatocellular carcinoma and cholangiocarcinoma</article-title>. <source>Cancers (Basel)</source> (<year>2022</year>) <volume>15</volume>(<issue>1</issue>):<fpage>50</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cancers15010050</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Prior</surname> <given-names>IA</given-names>
</name>
<name>
<surname>Hood</surname> <given-names>FE</given-names>
</name>
<name>
<surname>Hartley</surname> <given-names>JL</given-names>
</name>
</person-group>. <article-title>The frequency of ras mutations in cancer</article-title>. <source>Cancer Res</source> (<year>2020</year>) <volume>80</volume>(<issue>14</issue>):<page-range>2969&#x2013;74</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/0008-5472.CAN-19-3682</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>RD</given-names>
</name>
<name>
<surname>Chung</surname> <given-names>V</given-names>
</name>
<name>
<surname>Alese</surname> <given-names>OB</given-names>
</name>
<name>
<surname>El-Rayes</surname> <given-names>BF</given-names>
</name>
<name>
<surname>Li</surname> <given-names>D</given-names>
</name>
<name>
<surname>Al-Toubah</surname> <given-names>TE</given-names>
</name>
<etal/>
</person-group>. <article-title>A phase 2 multi-institutional study of nivolumab for patients with advanced refractory biliary tract cancer</article-title>. <source>JAMA Oncol</source> (<year>2020</year>) <volume>6</volume>(<issue>6</issue>):<page-range>888&#x2013;94</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamaoncol.2020.0930</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schumacher</surname> <given-names>TN</given-names>
</name>
<name>
<surname>Schreiber</surname> <given-names>RD</given-names>
</name>
</person-group>. <article-title>Neoantigens in cancer immunotherapy</article-title>. <source>Science</source> (<year>2015</year>) <volume>348</volume>(<issue>6230</issue>):<fpage>69</fpage>&#x2013;<lpage>74</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.aaa4971</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ruan</surname> <given-names>H</given-names>
</name>
<name>
<surname>Song</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Cao</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Ni</surname> <given-names>D</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>T</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>IMPDH1/YB-1 positive feedback loop assembles cytoophidia and represents a therapeutic target in metastatic tumors</article-title>. <source>Mol Ther</source> (<year>2020</year>) <volume>28</volume>(<issue>5</issue>):<page-range>1299&#x2013;313</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ymthe.2020.03.001</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>