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<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2235-2988</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2026.1767998</article-id>
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<subj-group subj-group-type="heading">
<subject>Review</subject>
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<title-group>
<article-title>The role of gut microbiota in liver metastasis of small cell lung cancer: mechanisms and therapeutic implications</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Xiao</surname><given-names>Yaqiu</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>
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</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname><given-names>Jiangping</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author">
<name><surname>Xiang</surname><given-names>Lisha</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Xiu</surname><given-names>Weigang</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<aff id="aff1"><label>1</label><institution>The Third Hospital of Mianyang</institution>, <city>Mianyang</city>, <state>Sichuan</state>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Sichuan Mental Health Center</institution>, <city>Mianyang</city>, <state>Sichuan</state>, <country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>The Affiliated Mianyang Hospital of Chongqing Medical University</institution>, <city>Mianyang</city>, <state>Sichuan</state>, <country country="cn">China</country></aff>
<aff id="aff4"><label>4</label><institution>Department of Thoracic Oncology and State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University</institution>, <city>Chengdu</city>,&#xa0;<country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Weigang Xiu, <email xlink:href="mailto:xiuweigang1986@163.com">xiuweigang1986@163.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-18">
<day>18</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>16</volume>
<elocation-id>1767998</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>30</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Xiao, Li, Xiang and Xiu.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Xiao, Li, Xiang and Xiu</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-18">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>Small cell lung cancer (SCLC) with liver metastases (LM), represents a highly aggressive clinical challenge characterized by significant morbidity, poor durable responses to chemoimmunotherapy, and limited therapeutic options. While most research has focused on tumor-intrinsic driver mutations and the local liver microenvironment, the remote influence of the gut microbiota on LM-SCLC pathogenesis remains a largely unexplored area. Emerging evidence from other cancer types suggests that the gut microbiota composition and its derived metabolites can modulate systemic immune tolerance, influence hepatic immune surveillance, and affect the efficacy and toxicity of anticancer therapies. This review synthesizes current knowledge on the gut&#x2013;liver axis in cancer metastasis, with a specific focus on its pathogenesis. We discuss the molecular and immunological pathways through which gut microbial dysbiosis may promote an immunosuppressive liver microenvironment, facilitate the formation of a pro-metastatic niche, and impair anti-tumor responses. Specifically, we detail how translocated microbial products, such as lipopolysaccharide (LPS), and pro-tumorigenic secondary bile acids (SBAs) activate key hepatic immune cells (Kupffer cells, KCs) and stromal cells (hepatic stellate cells, HSCs). This activation modulates key signaling cascades and promotes the survival and outgrowth of circulating SCLC cells. Furthermore, we explore promising microbiota-based therapeutic strategies&#x2014;including probiotics, prebiotics, fecal microbiota transplantation (FMT), and next-generation microbial therapeutics (NGMTs)&#x2014;as novel approaches to augment standard-of-care treatments. A deeper understanding of the interplay between the gut microbiota and LM-SCLC is essential for opening new avenues for personalized combination therapies and improving outcomes for this high-risk patient population.</p>
</abstract>
<kwd-group>
<kwd>gut microbiota</kwd>
<kwd>gut-liver axis</kwd>
<kwd>immunotherapy resistance</kwd>
<kwd>liver metastasis</kwd>
<kwd>small cell lung cancer</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was supported by 1&#xb7;3&#xb7;5 project for disciplines of excellence&#x2013;Clinical Research Fund, West China Hospital, Sichuan University (2025HXFH005).</funding-statement>
</funding-group>
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<ref-count count="123"/>
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<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Intestinal Microbiome</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Small cell lung cancer (SCLC) is one of the most refractory malignancies, accounting for approximately 10% to 15% of all lung cancer diagnoses (<xref ref-type="bibr" rid="B81">Rudin et&#xa0;al., 2021</xref>). The disease is characterized by its neuroendocrine differentiation, high proliferation kinetics, and the rapid acquisition of therapeutic resistance (<xref ref-type="bibr" rid="B11">Byers and Rudin, 2015</xref>). Pathologically, SCLC is defined by near-universal biallelic inactivation of the TP53 and RB1 tumor suppressor genes, resulting in unchecked proliferation and early systemic dissemination (<xref ref-type="bibr" rid="B81">Rudin et&#xa0;al., 2021</xref>). Consequently, most patients present with extensive-stage disease (ES-SCLC) at diagnosis (<xref ref-type="bibr" rid="B45">Kim et&#xa0;al., 2025</xref>). Although SCLC is initially sensitive to platinum-etoposide chemotherapy combined with immune checkpoint inhibitors (ICIs) such as Atezolizumab or Durvalumab, responses are transient, with rapid relapse typically occurring within 6&#x2013;9 months (<xref ref-type="bibr" rid="B70">Paz-Ares et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B53">Liu et&#xa0;al., 2021a</xref>). The median overall survival (OS) for ES-SCLC remains poor at 10&#x2013;12 months, highlighting an urgent unmet clinical need to identify novel therapeutic targets and resistance mechanisms (<xref ref-type="bibr" rid="B11">Byers and Rudin, 2015</xref>). This review posits that resistance and metastatic spread extend beyond tumor-intrinsic genetics to involve external, systemic modulators.</p>
<p>Liver metastasis (LM) is a devastating prognostic factor in ES-SCLC, detected in 30% to 50% of newly diagnosed patients (<xref ref-type="bibr" rid="B23">Fan et&#xa0;al., 2024</xref>). The presence of LM is an independent negative prognostic factor correlated with poor survival, lower objective response rates (ORR) to systemic therapy, increased toxicity, and shortened OS (<xref ref-type="bibr" rid="B23">Fan et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B41">Kaira et&#xa0;al., 2025</xref>). The liver&#x2019;s high perfusion rate via the portal vein makes it a frequent target for circulating tumor cells (CTCs) (<xref ref-type="bibr" rid="B66">Ohtani and Hara, 2021</xref>). For SCLC cells to colonize the liver, they must overcome the organ&#x2019;s innate immune surveillance and adapt to its unique microenvironment (<xref ref-type="bibr" rid="B58">Massagu&#xe9; and Obenauf, 2016</xref>). The high frequency and poor outcomes associated with LM suggest that the liver, rather than acting as an immune barrier, may be pre-conditioned to accept SCLC cells, a state often termed the &#x201c;fertile soil&#x201d; (<xref ref-type="bibr" rid="B43">Kaplan et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B58">Massagu&#xe9; and Obenauf, 2016</xref>). Understanding this pre-conditioning process, particularly the contribution of remote factors, is paramount for developing effective, LM-specific interventions.</p>
<p>The classical perspective on metastasis emphasized tumor cell characteristics and the local microenvironment (<xref ref-type="bibr" rid="B58">Massagu&#xe9; and Obenauf, 2016</xref>). However, the limited efficacy of therapies based on this paradigm has necessitated a shift toward a systemic view of cancer progression, one that prominently features the gut-liver axis as a non-tumor-intrinsic determinant of metastatic risk, immune tolerance, and therapeutic outcome (<xref ref-type="bibr" rid="B113">Yu and Schwabe, 2017</xref>; <xref ref-type="bibr" rid="B119">Zheng and Wang, 2021</xref>). This anatomical and functional relationship is established by the portal vein, which links the microbial-rich intestinal lumen to the liver parenchyma (<xref ref-type="bibr" rid="B67">Ohtani and Kawada, 2019</xref>). The gut microbiota functions as a metabolic and immunological organ, sending a continuous stream of modulatory signals&#x2014;including short-chain fatty acids (SCFAs), microbial products, and host-modified metabolites&#x2014;to the liver (<xref ref-type="bibr" rid="B66">Ohtani and Hara, 2021</xref>). Dysbiosis, an imbalance of this microbial ecosystem, can remotely trigger chronic hepatic inflammation, metabolic dysregulation, and immunosuppression, thereby altering the liver&#x2019;s capacity for anti-tumor surveillance against circulating SCLC cells (<xref ref-type="bibr" rid="B13">Deepika et&#xa0;al., 2025</xref>). This review details how dysbiosis may create a permissive hepatic microenvironment for SCLC and drive chemo-immunotherapy resistance, providing a rationale for microbial modulation in LM-SCLC.</p>
<p>This review integrates current knowledge on the impact of the gut microbiota on liver metastasis, applying these insights to the understudied pathology of LM-SCLC (<xref ref-type="bibr" rid="B75">Qi et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s2">
<label>2</label>
<title>The gut microbiome and cancer</title>
<p>The human gut harbors a complex ecosystem of microorganisms, dominated by bacterial phyla such as Firmicutes and Bacteroidetes (<xref ref-type="bibr" rid="B104">Wang et&#xa0;al., 2018</xref>). This microbial community engages in a symbiotic relationship with the host, performing vital functions extending beyond mere nutrient absorption.</p>
<sec id="s2_1">
<label>2.1</label>
<title>Microbial composition, core functions, and the pathological state of dysbiosis</title>
<p>A healthy, diverse microbiota is essential for host physiology: it ferments non-digestible carbohydrates, synthesizes micronutrients, recycles host molecules, and confers colonization resistance against pathogens (<xref ref-type="bibr" rid="B107">Wu and Wu, 2012</xref>). Dysbiosis is a persistent imbalance characterized by reduced microbial diversity and a compositional shift toward pro-inflammatory pathobionts and away from protective commensals (<xref ref-type="bibr" rid="B48">Kulecka et&#xa0;al., 2024</xref>). This state is a foundational trigger for numerous pathologies, including chronic inflammation, metabolic disorders, and cancer progression, by altering the systemic immune &#x201c;set point&#x201d; (<xref ref-type="bibr" rid="B39">Jia et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B116">Zhang et&#xa0;al., 2023</xref>).</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Core regulatory mechanisms in cancer progression</title>
<p>The gut-associated lymphoid tissue (GALT) is one of the largest immune compartments, where immune cells are continuously trained by microbial antigens and metabolites (<xref ref-type="bibr" rid="B68">Pa&#x10d;es et&#xa0;al., 2025</xref>). This interaction shapes the peripheral T cell repertoire and the function of adaptive and innate immune cells. The microbiome dictates the balance between a robust anti-tumor response and an immunosuppressive state (<xref ref-type="bibr" rid="B35">Helmink et&#xa0;al., 2019</xref>). Dysbiosis is often associated with systemic, low-grade inflammation that paradoxically promotes tumor growth by activating immunosuppressive cells and inducing chronic tissue damage, a prerequisite for metastatic niche formation (<xref ref-type="bibr" rid="B118">Zhao et&#xa0;al., 2023</xref>). Microbial metabolism generates unique small-molecule compounds that enter systemic circulation and act as signaling molecules on distant cells, including those in the liver (<xref ref-type="bibr" rid="B110">Yang et&#xa0;al., 2023</xref>).</p>
<p>Fermentation of dietary fiber by anaerobes yields Short-Chain Fatty Acids (SCFAs) &#x2014; primarily acetate, propionate, and butyrate (<xref ref-type="bibr" rid="B18">Dora et&#xa0;al., 2024</xref>). Butyrate is a critical energy source for colonocytes and, systemically, functions as a histone deacetylases (HDAC) inhibitor, epigenetically modulating host cell proliferation and apoptosis (<xref ref-type="bibr" rid="B26">Fung et&#xa0;al., 2012</xref>). Loss of SCFA-producing bacteria removes this protective signal, leading to barrier dysfunction, whereas adequate SCFA levels may suppress pro-metastatic inflammation (<xref ref-type="bibr" rid="B54">Liu et&#xa0;al., 2018</xref>). SCFAs primarily signal through G-protein coupled receptors GPR41 and GPR43 on immune cells. Furthermore, the microbiota plays a rate-limiting role in L-Tryptophan metabolism, generating indole derivatives that act as ligands for the Aryl Hydrocarbon Receptor (AhR) (<xref ref-type="bibr" rid="B28">Gao et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B74">Platten et&#xa0;al., 2019</xref>). AhR signaling regulates Treg differentiation, promotes tight junction protein expression, and induces IL-22 production, thereby maintaining intestinal homeostasis (<xref ref-type="bibr" rid="B42">Kang et&#xa0;al., 2025</xref>). Dysbiosis can shift Tryptophan metabolism toward the kynurenine pathway, which promotes immunosuppression and Treg expansion, a state relevant to SCLC pathogenesis and ICI resistance (<xref ref-type="bibr" rid="B115">Zhai et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B74">Platten et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B17">Dora et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Intestinal barrier integrity and systemic translocation</title>
<p>The intestinal epithelial layer, maintained by tight junction proteins, forms a selective barrier (<xref ref-type="bibr" rid="B95">Ulluwishewa et&#xa0;al., 2011</xref>). Dysbiosis can trigger the breakdown of these junctions, a condition known as increased intestinal permeability or &#x201c;leaky gut&#x201d; (<xref ref-type="bibr" rid="B83">Saggioro, 2014</xref>). This breach allows the uncontrolled systemic translocation of immunogenic microbial products&#x2014;such as LPS, peptidoglycans (PAMPs), and bacterial DNA&#x2014;directly into the portal circulation (<xref ref-type="bibr" rid="B79">Rooks and Garrett, 2016</xref>; <xref ref-type="bibr" rid="B99">Vivarelli et&#xa0;al., 2019</xref>). This continuous influx of microbial components into the liver is a primary trigger for the chronic hepatic inflammation and immunosuppression that facilitate SCLC metastasis.</p>
<p>The microbiome&#x2019;s clinical relevance is strikingly demonstrated by its role in modulating responses to anticancer therapies. Clinical data in melanoma and non-small cell lung cancer (NSCLC) shows that patients with a favorable microbial composition exhibit significantly higher ORR and improved survival following PD-1/PD-L1 blockade (<xref ref-type="bibr" rid="B80">Routy et&#xa0;al., 2018</xref>). These commensals are thought to enhance CD8+ T cell priming and trafficking into the tumor site (<xref ref-type="bibr" rid="B89">Sivan et&#xa0;al., 2015</xref>). Conversely, antibiotic exposure or an unfavorable microbial profile is linked to resistance to immune checkpoint inhibitors (ICIs) (<xref ref-type="bibr" rid="B62">Nyein et&#xa0;al., 2022</xref>). Given the low and transient ICI response rates in LM-SCLC (<xref ref-type="bibr" rid="B69">Paz-Ares et&#xa0;al., 2022</xref>), it is plausible that gut dysbiosis contributes to this resistance by fostering an &#x201c;immune-cold&#x201d; and immunosuppressive liver microenvironment.</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Anatomical and physiological basis of the gut-liver axis</title>
<p>The liver&#x2019;s function as a metabolic hub and immunological filter is linked to its anatomical relationship with the gastrointestinal tract, termed the gut-liver axis. The portal vein system is a central component of the liver&#x2019;s unique vascular architecture (<xref ref-type="bibr" rid="B67">Ohtani and Kawada, 2019</xref>). The portal vein collects nutrient-rich blood, metabolites, and gut-derived components from the gastrointestinal tract and directs this &#x201c;first pass&#x201d; flow into the liver sinusoids (<xref ref-type="bibr" rid="B67">Ohtani and Kawada, 2019</xref>). This design ensures the liver is the first organ exposed to microbial-derived signals such as LPS, Secondary Bile Acids (SBAs), and SCFAs (<xref ref-type="bibr" rid="B98">Visekruna and Luu, 2021</xref>). Pathological intestinal permeability (leaky gut) directly translates to a chronic increase in the flux of these microbial components, leading to a state of chronic hepatic inflammation (<xref ref-type="bibr" rid="B47">Kubes and Jenne, 2018</xref>).</p>
<p>The liver is uniquely adapted to maintain immune tolerance toward the constant, low-level flow of non-pathogenic gut antigens, preventing chronic hepatitis (<xref ref-type="bibr" rid="B86">Shetty et&#xa0;al., 2018</xref>). This baseline tolerance is maintained by specialized non-parenchymal immune cells (<xref ref-type="bibr" rid="B47">Kubes and Jenne, 2018</xref>). As liver-resident macrophages located in the sinusoids, Kupffer cells (KCs) serve as the primary gatekeepers. They clear circulating bacteria and LPS via pattern recognition receptors (PRRs) without triggering an aggressive inflammatory response (<xref ref-type="bibr" rid="B16">Dixon et&#xa0;al., 2013</xref>). Liver Sinusoidal Endothelial Cells (LSECs) promote hepatic tolerance by presenting antigens to T cells without co-stimulation, which leads to T cell anergy or deletion (<xref ref-type="bibr" rid="B86">Shetty et&#xa0;al., 2018</xref>). However, when chronic microbial stress from dysbiosis overwhelms this homeostatic mechanism, the hepatic microenvironment shifts. The resulting low-grade inflammation initiates liver damage and creates an immunosuppressive and pro-fibrotic environment (<xref ref-type="bibr" rid="B119">Zheng and Wang, 2021</xref>), transforming the liver from an immune filter into a &#x201c;fertile soil&#x201d; that supports the engraftment and outgrowth of circulating SCLC cells (<xref ref-type="bibr" rid="B43">Kaplan et&#xa0;al., 2005</xref>).</p>
</sec>
<sec id="s4">
<label>4</label>
<title>Potential mechanisms of the gut microbiome in SCLC liver metastasis</title>
<p>The gut microbiome facilitates LM-SCLC by promoting systemic immunosuppression and conditioning the hepatic pre-metastatic niche (<xref ref-type="bibr" rid="B84">Sater et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B52">Liu et&#xa0;al., 2023</xref>). The influx of translocated microbial products drives immune cell dysfunction within the liver, neutralizing anti-tumor surveillance (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Proposed mechanisms by which the gut microbiome promotes liver metastasis in small cell lung cancer (SCLC). Gut dysbiosis disrupts the intestinal barrier, facilitating the translocation of microbial products such as lipopolysaccharide (LPS) and increasing the production of deoxycholic acid (DCA). In the liver, LPS activates Kupffer cells (KCs) via TLR4, fostering an immunosuppressive microenvironment through the recruitment of myeloid-derived suppressor cells (MDSCs) and regulatory T cells (Tregs). Concurrently, DCA activates hepatic stellate cells (HSCs), resulting in extracellular matrix deposition and hepatic fibrosis. Together, these processes establish a fibrotic and pro-angiogenic niche that enables colonization and metastasis of SCLC cells.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-16-1767998-g001.tif">
<alt-text content-type="machine-generated">Infographic illustrating the gut-liver axis, detailing how harmful and beneficial bacteria, along with their metabolites such as DCA, disrupt the intestinal barrier, leading to microbial translocation and liver immune cell activation, ultimately promoting liver fibrosis and metastasis through fibroblast activation, immune suppression, neovascularization, and signaling pathways.</alt-text>
</graphic></fig>
<p>A central event is the chronic activation of Kupffer cells (KCs). Sustained LPS translocation via the portal vein facilitates LPS binding to the Toll-like receptor 4 (TLR4) complex on the KC surface (<xref ref-type="bibr" rid="B85">Seki and Schwabe, 2015</xref>). This initiates robust activation of MyD88-dependent and TRIF-dependent pathways, leading to the nuclear translocation of NF-&#x3ba;B (<xref ref-type="bibr" rid="B85">Seki and Schwabe, 2015</xref>). This sustained, NF-&#x3ba;B-mediated signal drives the polarization of KCs towards an immunosuppressive, M2-like Tumor-Associated Macrophages(TAMs) (<xref ref-type="bibr" rid="B93">Tacke, 2017</xref>; <xref ref-type="bibr" rid="B97">van der Heide et&#xa0;al., 2019</xref>).</p>
<p>Gut dysbiosis remotely promotes the expansion of Myeloid-Derived Suppressor Cells (MDSCs) in the bone marrow, driven by microbial-induced systemic IL-6 and GM-CSF signaling (<xref ref-type="bibr" rid="B27">Gabrilovich, 2017</xref>; <xref ref-type="bibr" rid="B46">Krishnamoorthy et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B56">Lu et&#xa0;al., 2024</xref>). Upon exposure to gut-derived LPS, Kupffer cells are activated via the TLR4 signaling cascade. This interaction triggers the phosphorylation and nuclear translocation of NF-&#x3ba;B, a pivotal transcription factor that upregulates the expression of pro-inflammatory chemokines and cytokines (<xref ref-type="bibr" rid="B7">Bartolini et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B103">Wang et&#xa0;al., 2025</xref>). Specifically, activated KCs secrete high levels of C-C motif chemokine ligand 2 (CCL2) and granulocyte-macrophage colony-stimulating factor (GM-CSF) (<xref ref-type="bibr" rid="B87">Sierra-Filardi et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B25">Fei et&#xa0;al., 2021</xref>). CCL2 functions as a potent chemoattractant by binding to its cognate receptor, CCR2, expressed on the surface of circulating MDSCs, thereby driving their directional migration from the bone marrow and peripheral blood into the hepatic tumor microenvironment (<xref ref-type="bibr" rid="B49">Li et&#xa0;al., 2022</xref>). Concurrently, GM-CSF binds to the GM-CSF receptor on MDSCs, which not only facilitates their recruitment but also enhances their survival and immunosuppressive activity. This coordinated signaling network establishes a local immunosuppressive niche that protects metastatic cells from cytotoxic T-cell surveillance (<xref ref-type="bibr" rid="B122">Zhu et&#xa0;al., 2024a</xref>). Polymorphonuclear MDSCs (PMN-MDSCs) are abundant in cancer and suppress T cells primarily through the high-level generation of Reactive Oxygen Species (ROS) and Nitric Oxide (NO) via inducible Nitric Oxide Synthase (iNOS) (<xref ref-type="bibr" rid="B9">Bronte et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B93">Tacke, 2017</xref>). Monocytic MDSCs (M-MDSCs) can differentiate into suppressive TAMs. M-MDSCs suppress T cells by upregulating Arginase-1 (ARG1), which depletes L-arginine from the microenvironment, leading to T cell anergy (<xref ref-type="bibr" rid="B9">Bronte et&#xa0;al., 2016</xref>).</p>
<p>Simultaneously, microbial metabolites reinforce the Regulatory T Cell (Treg) population. Tryptophan catabolites generate ligands that promote AhR activation (<xref ref-type="bibr" rid="B105">Wheeler et&#xa0;al., 2017</xref>), which drives the <italic>de novo</italic> differentiation and stabilization of Foxp3+ Tregs (<xref ref-type="bibr" rid="B32">Ha, 2009</xref>; <xref ref-type="bibr" rid="B74">Platten et&#xa0;al., 2019</xref>). These Tregs accumulate in the liver, where they neutralize effector T cell responses against SCLC antigens (<xref ref-type="bibr" rid="B101">Wang et&#xa0;al., 2012</xref>).</p>
<p>The gut microbiome also promotes metastasis by physically and metabolically conditioning the liver tissue, a process known as pre-metastatic niche formation (<xref ref-type="bibr" rid="B43">Kaplan et&#xa0;al., 2005</xref>). Gut bacteria are essential for transforming primary bile acids (PBAs) into Secondary Bile Acids (SBAs), such as Deoxycholic Acid (DCA) and Lithocholic Acid (LCA) (<xref ref-type="bibr" rid="B76">Ram&#xed;rez-P&#xe9;rez et&#xa0;al., 2018</xref>). Dysbiosis, particularly the overgrowth of specific Clostridium strains, can result in a pathologically high concentration of oncogenic DCA in the portal circulation (<xref ref-type="bibr" rid="B90">Song et&#xa0;al., 2024</xref>). The transformation of primary bile acids into SBAs such as DCA and LCA is not governed by a single species but relies on a coordinated multi-step enzymatic network involving diverse microbial taxa. The process initiates with the deconjugation of glycine- or taurine-conjugated primary bile acids, a &#x2018;gateway&#x2019; reaction catalyzed by bile salt hydrolase (BSH) enzymes. This activity is widely distributed among the gut microbiota, with high BSH activity identified in genera from the Bacteroidaceae and Actinomycetaceae families (<xref ref-type="bibr" rid="B78">Ridlon et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B40">Jones et&#xa0;al., 2008</xref>). The resulting unconjugated bile acids then serve as substrates for 7-dehydroxylation, a specialized enzymatic reaction primarily restricted to a small subset of bacteria, most notably Clostridium species from cluster XIVa (<xref ref-type="bibr" rid="B100">Wahlstr&#xf6;m et&#xa0;al., 2016</xref>). Thus, the accumulation of carcinogenic SBAs in the liver microenvironment is the net result of a synergistic regulatory chain where BSH-rich genera facilitate substrate availability for 7-dehydroxylation species.</p>
<p>DCA activates Hepatic Stellate Cells (HSCs) (<xref ref-type="bibr" rid="B82">Saga et&#xa0;al., 2018</xref>), the primary source of fibrotic tissue. Upon activation, HSCs trans-differentiate into myofibroblasts and increase the deposition of the Extracellular Matrix (ECM) (<xref ref-type="bibr" rid="B19">Drabsch and Ten Dijke, 2012</xref>). This creates a rigid and growth-factor-rich pre-metastatic niche (<xref ref-type="bibr" rid="B43">Kaplan et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B19">Drabsch and Ten Dijke, 2012</xref>). DCA activates the TGR5 bile acid receptor on KCs (<xref ref-type="bibr" rid="B44">Kawamata et&#xa0;al., 2003</xref>), leading to the release of IL-6 and TNF-&#x3b1;, which indirectly stimulates HSCs. DCA also activates the Farnesoid X Receptor (FXR) in HSCs, promoting the transcription of pro-fibrotic genes (<xref ref-type="bibr" rid="B15">Ding et&#xa0;al., 2024</xref>). Conversely, beneficial SCFAs like butyrate can inhibit HSC activation <italic>in vitro</italic> by modulating HDAC activity, suggesting a healthy microbiota opposes fibrotic niche development (<xref ref-type="bibr" rid="B98">Visekruna and Luu, 2021</xref>).</p>
<p>This sustained microbial-driven inflammation leads to progressive hepatic fibrosis (<xref ref-type="bibr" rid="B31">Guo and Teng, 2015</xref>; <xref ref-type="bibr" rid="B117">Zhang et&#xa0;al., 2021</xref>). This fibrotic microenvironment is conducive to tumor cell colonization (<xref ref-type="bibr" rid="B34">Heinz et&#xa0;al., 2022</xref>). The increased tissue stiffness alters cellular mechanosensing. This rigidity promotes SCLC cell survival and proliferation through the activation of the YAP/TAZ mechanotransduction pathway, which confers stemness and resistance to apoptosis (<xref ref-type="bibr" rid="B31">Guo and Teng, 2015</xref>). Activated HSCs secrete Vascular Endothelial Growth Factor(VEGF), Fibroblast Growth Factor(FGF) (<xref ref-type="bibr" rid="B123">Zhu et&#xa0;al., 2020</xref>) and CXCL12, which facilitate angiogenesis and guide circulating SCLC cells to the pre-metastatic site (<xref ref-type="bibr" rid="B71">Pei et&#xa0;al., 2023</xref>). Thus, dysbiosis effectively creates a structurally compromised and fibrotic rigid liver primed for SCLC survival.</p>
<p>The gut microbiome modulates the efficacy and toxicity of systemic anticancer treatments. An unfavorable microbial composition is a potent determinant of primary ICI resistance by promoting T cell anergy and fostering an &#x201c;immune-cold&#x201d; phenotype (<xref ref-type="bibr" rid="B50">Liu et&#xa0;al., 2021b</xref>; <xref ref-type="bibr" rid="B110">Yang et&#xa0;al., 2023</xref>). Microbial-mediated metabolic pathways, such as kynurenine catabolis, contribute to CD8+ T cell exhaustion, characterized by co-expression of multiple inhibitory receptors (<xref ref-type="bibr" rid="B106">Wirthgen et&#xa0;al., 2018</xref>). The absence of key immune-potentiating bacteria such as Bifidobacterium and Akkermansia means the systemic immune circuits required for a successful ICI response are not fully activated (<xref ref-type="bibr" rid="B89">Sivan et&#xa0;al., 2015</xref>). This may explain the low and transient ICI responses observed in LM-SCLC.</p>
<p>The gut microbiota can also influence the therapeutic window of chemotherapeutic agents, termed the &#x201c;chemo-microbiome axis&#x201d; (<xref ref-type="bibr" rid="B3">Alexander et&#xa0;al., 2017</xref>). Specific gut microbes express high levels of &#x3b2;-glucuronidase (<xref ref-type="bibr" rid="B60">Nakamura et&#xa0;al., 2002</xref>). This enzyme reverses the liver&#x2019;s detoxification by hydrolyzing the inactive irinotecan metabolite (SN-38G) back into its highly toxic, active form (SN-38) in the intestinal lumen (<xref ref-type="bibr" rid="B38">Hsieh et&#xa0;al., 2015</xref>). This microbial reactivation leads to severe, dose-limiting toxicities, often necessitating dose reduction (<xref ref-type="bibr" rid="B111">Yin et&#xa0;al., 2022</xref>). This interaction can result in unpredictable drug bioavailability at the liver metastasis site, contributing to therapeutic failure. Furthermore, the microbiota can modulate host drug metabolism by regulating hepatic CYP enzymes via AhR and FXR signaling (<xref ref-type="bibr" rid="B51">Liu et&#xa0;al., 2022</xref>).</p>
</sec>
<sec id="s5">
<label>5</label>
<title>Therapeutic strategies targeting the gut microbiome</title>
<p>Targeted modulation of the gut microbiome offers a novel approach to overcome therapeutic resistance and improve outcomes in LM-SCLC (<xref ref-type="bibr" rid="B108">Xia et&#xa0;al., 2025</xref>). <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref> shows the cohort size, specific changes in microbial abundance, and their statistical associations with clinical outcomes.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Key studies linking gut microbiota dysbiosis, metabolites, and therapeutic outcomes relevant to the SCLC liver metastasis axis.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Study context &amp; design</th>
<th valign="middle" align="left">Comparison group</th>
<th valign="middle" align="left">Key microbial/metabolite alterations</th>
<th valign="middle" align="left">Quantitative clinical/experimental outcomes</th>
<th valign="middle" align="left">Relevance to SCLC-LM pathogenesis</th>
<th valign="middle" align="left">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="6" align="left">A. Clinical Evidence</th>
</tr>
<tr>
<td valign="middle" align="left">SCLC Immunotherapy Cohort (Retrospective, <italic>n</italic> = 49)</td>
<td valign="middle" align="left">R Group <italic>vs.</italic> NR Group</td>
<td valign="middle" align="left">Diversity: Desulfobacterota was significantly enriched in the R group (<italic>p</italic> &lt; 0.05).</td>
<td valign="middle" align="left">Beta Diversity revealed a significant separation between the R and NR groups following treatment (<italic>p</italic> &lt; 0.05)</td>
<td valign="middle" align="left">Establishes that gut diversity and specific taxa are prognostic markers for ICI efficacy in SCLC.</td>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B92">Sun et&#xa0;al., 2024</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">Lung Cancer &amp; Antibiotics<break/>(Retrospective, <italic>n</italic> = 2028)</td>
<td valign="middle" align="left">ATB Users <italic>vs.</italic> Non-Users</td>
<td valign="middle" align="left">Dysbiosis: ATB induced depletion of commensals.</td>
<td valign="middle" align="left">Median OS: 10 months (ATB+) <italic>vs.</italic> 15 months (ATB-), HR 1.50, <italic>p</italic> = 0.00014.</td>
<td valign="middle" align="left">Quantifies the severe impact of dysbiosis on survival, relevant to fragile SCLC-LM patients.</td>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B22">Elkrief et&#xa0;al., 2024</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="6" align="left">B. Mechanisms of Gut-Liver Axis</th>
</tr>
<tr>
<td valign="middle" align="left">Liver Metastasis Model<break/>(Murine model)</td>
<td valign="middle" align="left">Liver Metastasis <italic>vs.</italic> Primary Tumor</td>
<td valign="middle" align="left">Translocation: Live Fusobacterium detected in hepatic metastases.<break/>Persistence: Bacteria survive in metastatic niche.</td>
<td valign="middle" align="left">Tumor Load: Metronidazole treatment reduced liver metastatic burden (<italic>p</italic> &lt; 0.01).</td>
<td valign="middle" align="left">Proves that gut bacteria can physically translocate to the liver and promote metastatic growth.</td>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B10">Bullman et&#xa0;al., 2017</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">Metabolite-Driven Inflammation<break/>(Mechanistic model)</td>
<td valign="middle" align="left">High-Fat Diet/Liver Injury</td>
<td valign="middle" align="left">Metabolite: Deoxycholic Acid (DCA).<break/>Target: Hepatic Stellate Cells (HSCs).</td>
<td valign="middle" align="left">Threshold: Higher DCA concentrations trigger DNA damage and SASP phenotype in HSCs.</td>
<td valign="middle" align="left">Provides the quantitative threshold for secondary bile acids to create a pro-metastatic liver niche.</td>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B112">Yoshimoto et&#xa0;al., 2013</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">LPS-TLR4 Signaling<break/>(Mice model)</td>
<td valign="middle" align="left">TLR4+ <italic>vs</italic>. TLR4- cells</td>
<td valign="middle" align="left">Signal: LPS-TLR4 axis activation.<break/>Effect: Up-regulation of CCL2/PD-L1.</td>
<td valign="middle" align="left">LPS activate immunosuppressive signaling in hepatic myeloid cells.</td>
<td valign="middle" align="left">Defines the metabolite concentration required to activate the Kupffer cell-MDSC axis described in the review.</td>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B64">Ochi et&#xa0;al., 2012</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="6" align="left">C. Therapeutic Intervention</th>
</tr>
<tr>
<td valign="middle" align="left">FMT &amp; Immunotherapy<break/>(Translational Model)</td>
<td valign="middle" align="left">Mice + Responder FMT <italic>vs.</italic> Mice + Non-Responder FMT</td>
<td valign="middle" align="left">Taxa: Akkermansia muciniphila abundance.<break/>Immune: CD8+/Treg ratio in tumor bed.</td>
<td valign="middle" align="left">Tumor Control: Responder-FMT significantly delayed tumor growth (<italic>p</italic> &lt; 0.05).<break/>Mechanism: Increased IFN-&#x3b3; production.</td>
<td valign="middle" align="left">Validates FMT as a strategy to transfer &#x201c;responder&#x201d; phenotypes, supporting its use in refractory SCLC-LM.</td>
<td valign="middle" align="left">(<xref ref-type="bibr" rid="B80">Routy et&#xa0;al., 2018</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>SCLC, Small cell lung cancer; LM, liver metastases; R, Responders; NR, Non-Responders; ATB, Antibiotic; OS, Overall survival; DCA, Deoxycholic acid; HSCs, Hepatic Stellate Cells; SASP, senescence-associated secretory phenotype; LPS, Lipopolysaccharide; TLR4, Toll-like receptor 4; MDSCs, Myeloid-Derived Suppressor Cells; FMT, Fecal microbiota transplantation.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Probiotics aim to introduce key immune-potentiating species. Strains such as Bifidobacterium (<xref ref-type="bibr" rid="B89">Sivan et&#xa0;al., 2015</xref>) and Akkermansia muciniphila (<xref ref-type="bibr" rid="B121">Zhu et&#xa0;al., 2024b</xref>) are reported to enhance T cell responses. Specific strains may also restore intestinal barrier integrity via AhR activation (<xref ref-type="bibr" rid="B91">Stockinger et&#xa0;al., 2021</xref>), thereby decreasing LPS translocation. Prebiotics (<xref ref-type="bibr" rid="B37">Holscher, 2017</xref>) function as nourishment for endogenous beneficial bacteria, promoting robust SCFA production (<xref ref-type="bibr" rid="B72">Peng et&#xa0;al., 2007</xref>). This increased SCFA pool exerts systemic anti-inflammatory effects and may oppose HSC activation in the liver (<xref ref-type="bibr" rid="B59">Mijangos-Trejo et&#xa0;al., 2023</xref>). Synbiotics, which combine a probiotic with its preferred prebiotic substrate, aim for a synergistic effect (<xref ref-type="bibr" rid="B12">Cortez-Pinto et&#xa0;al., 2016</xref>).</p>
<p>Diet is also a powerful tool for modifying the gut microbiome. A &#x201c;pro-efficacy&#x201d; diet, characterized by high-fiber, whole-food consumption, promotes the growth of SCFA-producing bacteria (<xref ref-type="bibr" rid="B5">Bach Knudsen et&#xa0;al., 2018</xref>). It is critical to discourage the Western-style diet&#x2014;characterized by high saturated fat, high sugar, and low fiber&#x2014;as it is linked to dysbiosis, LPS leakage, and chronic inflammation, which collectively fuel the pre-metastatic niche (<xref ref-type="bibr" rid="B88">Singh et&#xa0;al., 2017</xref>).</p>
<p>FMT is the most comprehensive method for restructuring a dysbiosis ecosystem by transplanting a functional microbial community from a healthy donor. FMT has successfully reversed ICI resistance in patients with advanced melanoma and NSCLC by reintroducing key immune-potentiating strains (<xref ref-type="bibr" rid="B8">Baruch et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B21">Duttagupta et&#xa0;al., 2025</xref>). To maximize therapeutic gain, donors should be selected based on the &#x2018;Responder-FMT&#x2019; principle&#x2014;utilizing stool from SCLC patients who have achieved a durable objective response to chemo-immunotherapy. Alternatively, &#x2018;super-donors&#x2019; should be screened for high alpha-diversity and for enrichment in bacteria of the Ruminococcaceae and Lachnospiraceae families (<xref ref-type="bibr" rid="B33">He et&#xa0;al., 2021</xref>). While liver metastasis can compromise hepatic function, emerging consensus indicates that FMT is safe in patients with chronic liver disease provided specific exclusion criteria are met (<xref ref-type="bibr" rid="B120">Zhou et&#xa0;al., 2025</xref>). Clinical trials (NCT05502913) suggest that FMT is most effective when administered as a priming therapy 7&#x2013;14 days prior to the first cycle of immunotherapy, or concurrently with the first dose, followed by maintenance boosters every 3&#x2013;4 weeks to ensure engraftment. For LM-SCLC, FMT holds potential to restore microbial diversity, strengthen barrier function, and re-sensitize the hepatic tumor microenvironment to immunotherapy.</p>
<p>Due to risks associated with crude FMT, the field is moving toward Next-Generation Microbial Therapeutics (NGMTs) (<xref ref-type="bibr" rid="B2">Abouelela and Helmy, 2024</xref>). These consist of defined, rationally selected bacterial consortia. NGMTs offer superior safety, scalability, and reproducibility. Future &#x2018;designer&#x2019; probiotics (<xref ref-type="bibr" rid="B6">Bai et&#xa0;al., 2023</xref>) may be genetically engineered to deliver specific therapeutic payloads locally to the mucosal surface, enhancing ICI efficacy while reducing systemic toxicity (<xref ref-type="bibr" rid="B29">Goswami et&#xa0;al., 2024</xref>). The clinical translation of NGMTs relies on precise strain selection criteria derived from responder profiling. Preclinical models of lung cancer have established Akkermansia muciniphila as a critical efficacy indicator; its abundance positively correlates with elevated interferon- (IFN-) production and CD8+ T-cell infiltration in the liver tumor microenvironment (<xref ref-type="bibr" rid="B14">Derosa et&#xa0;al., 2022</xref>). Recent preclinical data further suggests that specific bacterial metabolites, such as the novel molecule Bac429 or short-chain fatty acids (SCFAs), can be used as biomarkers to screen candidate strains for their ability to convert &#x2018;cold&#x2019; tumors into immunologically &#x2018;hot&#x2019; phenotypes (<xref ref-type="bibr" rid="B61">Newsome et&#xa0;al., 2026</xref>). Although clinical evidence for NGMTs in LM-SCLC remains limited, NGMTs may offer a safety advantage over whole-stool transplants by eliminating the risk of transferring multidrug-resistant pathobionts.</p>
<p>The negative impact of non-strategic antibiotic (ABX) use on ICI efficacy is well-documented (<xref ref-type="bibr" rid="B36">Hobeika et&#xa0;al., 2024</xref>). ABX causes microbial depletion and is associated with diminished ORR and reduced survival, particularly when administered near the start of immunotherapy (<xref ref-type="bibr" rid="B73">Pinato et&#xa0;al., 2019</xref>). Future clinical guidelines should prioritize narrow-spectrum agents to preserve microbial diversity (<xref ref-type="bibr" rid="B30">Guerrero et&#xa0;al., 2025</xref>). For patients receiving Irinotecan, specific &#x3b2;-glucuronidase inhibitors can prevent the microbial reactivation of SN-38 (<xref ref-type="bibr" rid="B38">Hsieh et&#xa0;al., 2015</xref>), disarming the microbial contribution to toxicity without broad-spectrum ABX. Prophylactic use of protective probiotics or prebiotics may be warranted to maintain critical microbial functionality and reduce chemotherapy-induced gastrointestinal toxicity (<xref ref-type="bibr" rid="B1">&#x15a;li&#x17c;ewska et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s6">
<label>6</label>
<title>Challenges and future directions in LM-SCLC research</title>
<p>Translating microbiome modulation strategies into clinical practice for LM-SCLC faces significant challenges. A fundamental hurdle is moving from observational correlation to establishing causal mechanisms (<xref ref-type="bibr" rid="B55">Long et&#xa0;al., 2023</xref>). Future research must integrate deep metagenomic, metatranscriptomics, and metabolomic profiling (<xref ref-type="bibr" rid="B109">Xue et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B114">Zeriouh et&#xa0;al., 2023</xref>) to define the functional output of the microbiome.</p>
<p>Causal roles must be validated using gnotobiotic mouse models colonized with specific human microbial consortia or single organisms to confirm that a species or metabolite is necessary and sufficient to drive LM-SCLC pathogenesis (<xref ref-type="bibr" rid="B4">Ashique et&#xa0;al., 2024</xref>). Concerted efforts are needed to identify microbes uniquely associated with LM-SCLC. A crucial direction is investigating how the gut-liver axis influences SCLC lineage plasticity&#x2014;the transformation of sensitive SCLC-A subtypes to resistant SCLC-P or SCLC-N subtypes (<xref ref-type="bibr" rid="B77">Raso et&#xa0;al., 2021</xref>)&#x2014;in the hepatic metastatic environment.</p>
<p>The heterogeneity of the human microbiome poses a challenge for developing standardized clinical tools. The goal is to identify robust microbial and metabolic biomarkers (<xref ref-type="bibr" rid="B65">Oh et&#xa0;al., 2021</xref>) for patient management. Such biomarkers should ideally forecast which SCLC patients are at high risk for LM or ICI resistance. The field must prioritize functional markers&#x2014;such as quantifiable ratios of key metabolites in peripheral blood&#x2014;over taxonomic abundance, as functional outputs are often more stable and reproducible (<xref ref-type="bibr" rid="B57">Marchesi et&#xa0;al., 2016</xref>).</p>
<p>The therapeutic landscape is moving from crude interventions to precision engineering. A key goal is developing rationally selected microbial consortia (<xref ref-type="bibr" rid="B24">Fan and Pedersen, 2021</xref>) customized to correct specific metabolic or immunological deficits in LM-SCLC patients. Live biotherapeutic products (LBPs) face immense regulatory hurdles, including the need for cGMP-compliant manufacturing and robust quality control (<xref ref-type="bibr" rid="B63">O&#x2019;Toole et&#xa0;al., 2017</xref>). Developing small-molecule inhibitors that target key microbial enzymes without affecting the entire commensal community is a promising strategy.</p>
<p>Successful translation requires rigorous, rational, and well-controlled clinical trials in the high-risk LM-SCLC population. Future trials should consider utilizing adaptive designs to rapidly screen different NGMT compositions or FMT donors for their ability to augment ICI efficacy in SCLC (<xref ref-type="bibr" rid="B20">Dronkers et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B96">Vandeputte, 2020</xref>). These trials must also implement robust protocols for the standardized longitudinal collection of multiple biospecimens at critical time points. Trials must integrate sophisticated correlative endpoints, such as changes in hepatic MDSC/Treg ratios, circulating DCA levels, and T cell activation markers, as functional readouts of the intervention&#x2019;s biological impact.</p>
<p>The focus must be on combination trials to prove that microbial intervention augments the efficacy of standard-of-care chemo-immunotherapy, demonstrating a durable improvement in survival (<xref ref-type="bibr" rid="B94">Takada et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s7" sec-type="conclusions">
<label>7</label>
<title>Conclusion</title>
<p>The gut-liver axis, and the microbial dysbiosis that defines its pathological state, constitutes a potent, underappreciated, and targetable pathway driving the aggressive nature of SCLC liver metastasis (<xref ref-type="bibr" rid="B102">Wang et&#xa0;al., 2021</xref>). Microbial alterations&#x2014;mediated through intestinal barrier compromise, systemic translocation of inflammatory products, and profound metabolic reprogramming&#x2014;promote an immunosuppressive hepatic microenvironment and accelerate pro-metastatic niche formation (<xref ref-type="bibr" rid="B43">Kaplan et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B52">Liu et&#xa0;al., 2023</xref>). This chronic conditioning of the &#x201c;fertile soil&#x201d; is a critical, non-tumor-intrinsic factor contributing to primary ICI resistance and therapeutic failure (<xref ref-type="bibr" rid="B58">Massagu&#xe9; and Obenauf, 2016</xref>). Targeted strategies, including FMT, precision NGMTs, and engineered probiotics (<xref ref-type="bibr" rid="B2">Abouelela and Helmy, 2024</xref>), offer a novel therapeutic avenue to remodel this tumor-supportive environment, mitigate treatment-related toxicities, and augment the efficacy of standard-of-care therapies (<xref ref-type="bibr" rid="B2">Abouelela and Helmy, 2024</xref>; <xref ref-type="bibr" rid="B29">Goswami et&#xa0;al., 2024</xref>). By rigorously investigating the molecular mechanisms of the gut-liver axis and leveraging therapeutic microbial modulation, future translational research holds the potential to fundamentally transform the prognosis for this difficult-to-treat patient population.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>YX: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. JL: Data curation, Writing &#x2013; review &amp; editing. LX: Formal Analysis, Writing &#x2013; review &amp; editing. WX: Conceptualization, Supervision, Writing &#x2013; review &amp; editing.</p></sec>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author(s) declared that this work 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="s11" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
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<ref-list>
<title>References</title>
<ref id="B1">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>&#x15a;li&#x17c;ewska</surname> <given-names>K.</given-names></name>
<name><surname>Markowiak-Kope&#x107;</surname> <given-names>P.</given-names></name>
<name><surname>&#x15a;li&#x17c;ewska</surname> <given-names>W.</given-names></name>
</person-group> (<year>2020</year>). 
<article-title>The role of probiotics in cancer prevention</article-title>. <source>Cancers</source> <volume>13</volume>, <fpage>20</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cancers13010020</pub-id>, PMID: <pub-id pub-id-type="pmid">33374549</pub-id>
</mixed-citation>
</ref>
<ref id="B2">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Abouelela</surname> <given-names>M. E.</given-names></name>
<name><surname>Helmy</surname> <given-names>Y. A.</given-names></name>
</person-group> (<year>2024</year>). 
<article-title>Next-generation probiotics as novel therapeutics for improving human health: current trends and future perspectives</article-title>. <source>Microorganisms</source> <volume>12</volume>, <fpage>430</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/microorganisms12030430</pub-id>, PMID: <pub-id pub-id-type="pmid">38543481</pub-id>
</mixed-citation>
</ref>
<ref id="B3">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Alexander</surname> <given-names>J. L.</given-names></name>
<name><surname>Wilson</surname> <given-names>I. D.</given-names></name>
<name><surname>Teare</surname> <given-names>J.</given-names></name>
<name><surname>Marchesi</surname> <given-names>J. R.</given-names></name>
<name><surname>Nicholson</surname> <given-names>J. K.</given-names></name>
<name><surname>Kinross</surname> <given-names>J. M.</given-names></name>
</person-group> (<year>2017</year>). 
<article-title>Gut microbiota modulation of chemotherapy efficacy and toxicity</article-title>. <source>Nat. Rev. Gastroenterol. Hepatol.</source> <volume>14</volume>, <fpage>356</fpage>&#x2013;<lpage>365</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nrgastro.2017.20</pub-id>, PMID: <pub-id pub-id-type="pmid">28270698</pub-id>
</mixed-citation>
</ref>
<ref id="B4">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ashique</surname> <given-names>S.</given-names></name>
<name><surname>Mishra</surname> <given-names>N.</given-names></name>
<name><surname>Garg</surname> <given-names>A.</given-names></name>
<name><surname>Kumar</surname> <given-names>N.</given-names></name>
<name><surname>Khan</surname> <given-names>Z.</given-names></name>
<name><surname>Mohanto</surname> <given-names>S.</given-names></name>
<etal/>
</person-group>. (<year>2024</year>). 
<article-title>A critical review on the role of probiotics in lung cancer biology and prognosis</article-title>. <source>Archivos Bronconeumolog&#xed;a</source> <volume>60</volume>, <fpage>S46</fpage>&#x2013;<lpage>S58</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.arbres.2024.04.030</pub-id>, PMID: <pub-id pub-id-type="pmid">38755052</pub-id>
</mixed-citation>
</ref>
<ref id="B5">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Bach Knudsen</surname> <given-names>K. E.</given-names></name>
<name><surname>L&#xe6;rke</surname> <given-names>H. N.</given-names></name>
<name><surname>Hedemann</surname> <given-names>M. S.</given-names></name>
<name><surname>Nielsen</surname> <given-names>T. S.</given-names></name>
<name><surname>Ingerslev</surname> <given-names>A. K.</given-names></name>
<name><surname>Gundelund Nielsen</surname> <given-names>D. S.</given-names></name>
<etal/>
</person-group>. (<year>2018</year>). 
<article-title>Impact of diet-modulated butyrate production on intestinal barrier function and inflammation</article-title>. <source>Nutrients</source> <volume>10</volume>, <fpage>1499</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/nu10101499</pub-id>, PMID: <pub-id pub-id-type="pmid">30322146</pub-id>
</mixed-citation>
</ref>
<ref id="B6">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Bai</surname> <given-names>X.</given-names></name>
<name><surname>Huang</surname> <given-names>Z.</given-names></name>
<name><surname>Duraj-Thatte</surname> <given-names>A. M.</given-names></name>
<name><surname>Ebert</surname> <given-names>M. P.</given-names></name>
<name><surname>Zhang</surname> <given-names>F.</given-names></name>
<name><surname>Burgermeister</surname> <given-names>E.</given-names></name>
<etal/>
</person-group>. (<year>2023</year>). 
<article-title>Engineering the gut microbiome</article-title>. <source>Nat. Rev. Bioengineering</source> <volume>1</volume>, <fpage>665</fpage>&#x2013;<lpage>679</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s44222-023-00072-2</pub-id>
</mixed-citation>
</ref>
<ref id="B7">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Bartolini</surname> <given-names>I.</given-names></name>
<name><surname>Risaliti</surname> <given-names>M.</given-names></name>
<name><surname>Tucci</surname> <given-names>R.</given-names></name>
<name><surname>Muiesan</surname> <given-names>P.</given-names></name>
<name><surname>Ringressi</surname> <given-names>M. N.</given-names></name>
<name><surname>Taddei</surname> <given-names>A.</given-names></name>
<etal/>
</person-group>. (<year>2021</year>). 
<article-title>Gut microbiota and immune system in liver cancer: Promising therapeutic implication from development to treatment</article-title>. <source>World J. Gastrointestinal Oncol.</source> <volume>13</volume>, <fpage>1616</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4251/wjgo.v13.i11.1616</pub-id>, PMID: <pub-id pub-id-type="pmid">34853639</pub-id>
</mixed-citation>
</ref>
<ref id="B8">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Baruch</surname> <given-names>E. N.</given-names></name>
<name><surname>Youngster</surname> <given-names>I.</given-names></name>
<name><surname>Ben-Betzalel</surname> <given-names>G.</given-names></name>
<name><surname>Ortenberg</surname> <given-names>R.</given-names></name>
<name><surname>Lahat</surname> <given-names>A.</given-names></name>
<name><surname>Katz</surname> <given-names>L.</given-names></name>
<etal/>
</person-group>. (<year>2021</year>). 
<article-title>Fecal microbiota transplant promotes response in immunotherapy-refractory melanoma patients</article-title>. <source>Science</source> <volume>371</volume>, <fpage>602</fpage>&#x2013;<lpage>609</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.abb5920</pub-id>, PMID: <pub-id pub-id-type="pmid">33303685</pub-id>
</mixed-citation>
</ref>
<ref id="B9">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Bronte</surname> <given-names>V.</given-names></name>
<name><surname>Brandau</surname> <given-names>S.</given-names></name>
<name><surname>Chen</surname> <given-names>S.-H.</given-names></name>
<name><surname>Colombo</surname> <given-names>M. P.</given-names></name>
<name><surname>Frey</surname> <given-names>A. B.</given-names></name>
<name><surname>Greten</surname> <given-names>T. F.</given-names></name>
<etal/>
</person-group>. (<year>2016</year>). 
<article-title>Recommendations for myeloid-derived suppressor cell nomenclature and characterization standards</article-title>. <source>Nat. Commun.</source> <volume>7</volume>, <fpage>12150</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ncomms12150</pub-id>, PMID: <pub-id pub-id-type="pmid">27381735</pub-id>
</mixed-citation>
</ref>
<ref id="B10">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Bullman</surname> <given-names>S.</given-names></name>
<name><surname>Pedamallu</surname> <given-names>C. S.</given-names></name>
<name><surname>Sicinska</surname> <given-names>E.</given-names></name>
<name><surname>Clancy</surname> <given-names>T. E.</given-names></name>
<name><surname>Zhang</surname> <given-names>X.</given-names></name>
<name><surname>Cai</surname> <given-names>D.</given-names></name>
<etal/>
</person-group>. (<year>2017</year>). 
<article-title>Analysis of Fusobacterium persistence and antibiotic response in colorectal cancer</article-title>. <source>Science</source> <volume>358</volume>, <fpage>1443</fpage>&#x2013;<lpage>1448</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.aal5240</pub-id>, PMID: <pub-id pub-id-type="pmid">29170280</pub-id>
</mixed-citation>
</ref>
<ref id="B11">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Byers</surname> <given-names>L. A.</given-names></name>
<name><surname>Rudin</surname> <given-names>C. M.</given-names></name>
</person-group> (<year>2015</year>). 
<article-title>Small cell lung cancer: where do we go from here</article-title>? <source>Cancer</source> <volume>121</volume>, <fpage>664</fpage>&#x2013;<lpage>672</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/cncr.29098</pub-id>, PMID: <pub-id pub-id-type="pmid">25336398</pub-id>
</mixed-citation>
</ref>
<ref id="B12">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Cortez-Pinto</surname> <given-names>H.</given-names></name>
<name><surname>Borralho</surname> <given-names>P.</given-names></name>
<name><surname>MaChado</surname> <given-names>J.</given-names></name>
<name><surname>Lopes</surname> <given-names>M. T.</given-names></name>
<name><surname>Gato</surname> <given-names>I. V.</given-names></name>
<name><surname>Santos</surname> <given-names>A. M.</given-names></name>
<etal/>
</person-group>. (<year>2016</year>). 
<article-title>Microbiota modulation with synbiotic decreases liver fibrosis in a high fat choline deficient diet mice model of non-alcoholic steatohepatitis (NASH)</article-title>. <source>GE Portuguese J. Gastroenterol.</source> <volume>23</volume>, <fpage>132</fpage>&#x2013;<lpage>141</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jpge.2016.01.004</pub-id>, PMID: <pub-id pub-id-type="pmid">28868449</pub-id>
</mixed-citation>
</ref>
<ref id="B13">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Deepika</surname> <given-names>D.</given-names></name>
<name><surname>Alsharari</surname> <given-names>Z. D.</given-names></name>
<name><surname>Ahmad</surname> <given-names>M. F.</given-names></name>
<name><surname>Singh</surname> <given-names>J.</given-names></name>
<name><surname>Yadav</surname> <given-names>M.</given-names></name>
<name><surname>Kumari</surname> <given-names>A.</given-names></name>
<etal/>
</person-group>. (<year>2025</year>). 
<article-title>Gut-lung axis, probiotics, and prebiotics: insights on dysbiosis, mechanism, and prevention of lung cancer</article-title>. <source>Front. Nutr.</source> <volume>12</volume>, <elocation-id>1624803</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fnut.2025.1624803</pub-id>, PMID: <pub-id pub-id-type="pmid">40808835</pub-id>
</mixed-citation>
</ref>
<ref id="B14">
<mixed-citation publication-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>Thomas</surname> <given-names>A. M.</given-names></name>
<name><surname>Iebba</surname> <given-names>V.</given-names></name>
<name><surname>Zalcman</surname> <given-names>G.</given-names></name>
<name><surname>Friard</surname> <given-names>S.</given-names></name>
<etal/>
</person-group>. (<year>2022</year>). 
<article-title>Intestinal Akkermansia muciniphila predicts clinical response to PD-1 blockade in patients with advanced non-small-cell lung cancer</article-title>. <source>Nat. Med.</source> <volume>28</volume>, <fpage>315</fpage>&#x2013;<lpage>324</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41591-021-01655-5</pub-id>, PMID: <pub-id pub-id-type="pmid">35115705</pub-id>
</mixed-citation>
</ref>
<ref id="B15">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ding</surname> <given-names>C.</given-names></name>
<name><surname>Wang</surname> <given-names>Z.</given-names></name>
<name><surname>Dou</surname> <given-names>X.</given-names></name>
<name><surname>Yang</surname> <given-names>Q.</given-names></name>
<name><surname>Ning</surname> <given-names>Y.</given-names></name>
<name><surname>Kao</surname> <given-names>S.</given-names></name>
<etal/>
</person-group>. (<year>2024</year>). 
<article-title>Farnesoid X receptor: from structure to function and its pharmacology in liver fibrosis</article-title>. <source>Aging Dis.</source> <volume>15</volume>, <fpage>1508</fpage>. doi: <pub-id pub-id-type="doi">10.14336/ad.2023.0830</pub-id>, PMID: <pub-id pub-id-type="pmid">37815898</pub-id>
</mixed-citation>
</ref>
<ref id="B16">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Dixon</surname> <given-names>L. J.</given-names></name>
<name><surname>Barnes</surname> <given-names>M.</given-names></name>
<name><surname>Tang</surname> <given-names>H.</given-names></name>
<name><surname>Pritchard</surname> <given-names>M. T.</given-names></name>
<name><surname>Nagy</surname> <given-names>L. E.</given-names></name>
</person-group> (<year>2013</year>). 
<article-title>Kupffer cells in the liver</article-title>. <source>Compr. Physiol.</source> <volume>3</volume>, <fpage>785</fpage>&#x2013;<lpage>797</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/j.2040-4603.2013.tb00510.x</pub-id>
</mixed-citation>
</ref>
<ref id="B17">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Dora</surname> <given-names>D.</given-names></name>
<name><surname>Rivard</surname> <given-names>C.</given-names></name>
<name><surname>Yu</surname> <given-names>H.</given-names></name>
<name><surname>Bunn</surname> <given-names>P.</given-names></name>
<name><surname>Suda</surname> <given-names>K.</given-names></name>
<name><surname>Ren</surname> <given-names>S.</given-names></name>
<etal/>
</person-group>. (<year>2020</year>). 
<article-title>Neuroendocrine subtypes of small cell lung cancer differ in terms of immune microenvironment and checkpoint molecule distribution</article-title>. <source>Mol. Oncol.</source> <volume>14</volume>, <fpage>1947</fpage>&#x2013;<lpage>1965</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/1878-0261.12741</pub-id>, PMID: <pub-id pub-id-type="pmid">32506804</pub-id>
</mixed-citation>
</ref>
<ref id="B18">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Dora</surname> <given-names>D.</given-names></name>
<name><surname>Sz&#x151;cs</surname> <given-names>E.</given-names></name>
<name><surname>So&#xf3;s</surname> <given-names>&#xc1;.</given-names></name>
<name><surname>Halasy</surname> <given-names>V.</given-names></name>
<name><surname>Somodi</surname> <given-names>C.</given-names></name>
<name><surname>Mihucz</surname> <given-names>A.</given-names></name>
<etal/>
</person-group>. (<year>2024</year>). 
<article-title>From bench to bedside: an interdisciplinary journey through the gut-lung axis with insights into lung cancer and immunotherapy</article-title>. <source>Front. Immunol.</source> <volume>15</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2024.1434804</pub-id>, PMID: <pub-id pub-id-type="pmid">39301033</pub-id>
</mixed-citation>
</ref>
<ref id="B19">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Drabsch</surname> <given-names>Y.</given-names></name>
<name><surname>Ten Dijke</surname> <given-names>P.</given-names></name>
</person-group> (<year>2012</year>). 
<article-title>TGF-&#x3b2; signalling and its role in cancer progression and metastasis</article-title>. <source>Cancer Metastasis Rev.</source> <volume>31</volume>, <fpage>553</fpage>&#x2013;<lpage>568</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10555-012-9375-7</pub-id>, PMID: <pub-id pub-id-type="pmid">22714591</pub-id>
</mixed-citation>
</ref>
<ref id="B20">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Dronkers</surname> <given-names>T. M.</given-names></name>
<name><surname>Ouwehand</surname> <given-names>A. C.</given-names></name>
<name><surname>Rijkers</surname> <given-names>G. T.</given-names></name>
</person-group> (<year>2020</year>). 
<article-title>Global analysis of clinical trials with probiotics</article-title>. <source>Heliyon</source> <volume>6</volume>, <elocation-id>e04467</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.heliyon.2020.e04467</pub-id>, PMID: <pub-id pub-id-type="pmid">32715136</pub-id>
</mixed-citation>
</ref>
<ref id="B21">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Duttagupta</surname> <given-names>S.</given-names></name>
<name><surname>Messaoudene</surname> <given-names>M.</given-names></name>
<name><surname>Jamal</surname> <given-names>R.</given-names></name>
<name><surname>Mihalcioiu</surname> <given-names>C.</given-names></name>
<name><surname>Marcoux</surname> <given-names>N.</given-names></name>
<name><surname>Hunter</surname> <given-names>S.</given-names></name>
<etal/>
</person-group>. (<year>2025</year>). 
<article-title>Microbiome profiling reveals that fecal microbiota transplantation (FMT) modulates response and toxicity when combined with immunotherapy in patients with lung cancer and melanoma (FMT-LUMINate NCT04951583)</article-title>. <source>Cancer Res.</source> <volume>85</volume>, <fpage>2210</fpage>&#x2013;<lpage>2210</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/1538-7445.AM2025-2210</pub-id>
</mixed-citation>
</ref>
<ref id="B22">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Elkrief</surname> <given-names>A.</given-names></name>
<name><surname>M&#xe9;ndez-Salazar</surname> <given-names>E. O.</given-names></name>
<name><surname>Maillou</surname> <given-names>J.</given-names></name>
<name><surname>Vanderbilt</surname> <given-names>C. M.</given-names></name>
<name><surname>Gogia</surname> <given-names>P.</given-names></name>
<name><surname>Desilets</surname> <given-names>A.</given-names></name>
<etal/>
</person-group>. (<year>2024</year>). 
<article-title>Antibiotics are associated with worse outcomes in lung cancer patients treated with chemotherapy and immunotherapy</article-title>. <source>NPJ Precis. Oncol.</source> <volume>8</volume>, <fpage>143</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41698-024-00630-w</pub-id>, PMID: <pub-id pub-id-type="pmid">39014160</pub-id>
</mixed-citation>
</ref>
<ref id="B23">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Fan</surname> <given-names>L.</given-names></name>
<name><surname>Lin</surname> <given-names>Y.</given-names></name>
<name><surname>Fu</surname> <given-names>Y.</given-names></name>
<name><surname>Wang</surname> <given-names>J.</given-names></name>
</person-group> (<year>2024</year>). 
<article-title>Small cell lung cancer with liver metastases: from underlying mechanisms to treatment strategies</article-title>. <source>Cancer Metastasis Rev.</source> <volume>44</volume>, <elocation-id>5</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10555-024-10220-8</pub-id>, PMID: <pub-id pub-id-type="pmid">39585433</pub-id>
</mixed-citation>
</ref>
<ref id="B24">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Fan</surname> <given-names>Y.</given-names></name>
<name><surname>Pedersen</surname> <given-names>O.</given-names></name>
</person-group> (<year>2021</year>). 
<article-title>Gut microbiota in human metabolic health and disease</article-title>. <source>Nat. Rev. Microbiol.</source> <volume>19</volume>, <fpage>55</fpage>&#x2013;<lpage>71</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41579-020-0433-9</pub-id>, PMID: <pub-id pub-id-type="pmid">32887946</pub-id>
</mixed-citation>
</ref>
<ref id="B25">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Fei</surname> <given-names>L.</given-names></name>
<name><surname>Ren</surname> <given-names>X.</given-names></name>
<name><surname>Yu</surname> <given-names>H.</given-names></name>
<name><surname>Zhan</surname> <given-names>Y.</given-names></name>
</person-group> (<year>2021</year>). 
<article-title>Targeting the CCL2/CCR2 axis in cancer immunotherapy: one stone, three birds</article-title>? <source>Front. Immunol.</source> <volume>12</volume>, <elocation-id>771210</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2021.771210</pub-id>, PMID: <pub-id pub-id-type="pmid">34804061</pub-id>
</mixed-citation>
</ref>
<ref id="B26">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Fung</surname> <given-names>K. Y.</given-names></name>
<name><surname>Cosgrove</surname> <given-names>L.</given-names></name>
<name><surname>Lockett</surname> <given-names>T.</given-names></name>
<name><surname>Head</surname> <given-names>R.</given-names></name>
<name><surname>Topping</surname> <given-names>D. L.</given-names></name>
</person-group> (<year>2012</year>). 
<article-title>A review of the potential mechanisms for the lowering of colorectal oncogenesis by butyrate</article-title>. <source>Br. J. Nutr.</source> <volume>108</volume>, <fpage>820</fpage>&#x2013;<lpage>831</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1017/S0007114512001948</pub-id>, PMID: <pub-id pub-id-type="pmid">22676885</pub-id>
</mixed-citation>
</ref>
<ref id="B27">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Gabrilovich</surname> <given-names>D. I.</given-names></name>
</person-group> (<year>2017</year>). 
<article-title>Myeloid-derived suppressor cells</article-title>. <source>Cancer Immunol. Res.</source> <volume>5</volume>, <fpage>3</fpage>&#x2013;<lpage>8</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/2326-6066.CIR-16-0297</pub-id>, PMID: <pub-id pub-id-type="pmid">28052991</pub-id>
</mixed-citation>
</ref>
<ref id="B28">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Gao</surname> <given-names>J.</given-names></name>
<name><surname>Xu</surname> <given-names>K.</given-names></name>
<name><surname>Liu</surname> <given-names>H.</given-names></name>
<name><surname>Liu</surname> <given-names>G.</given-names></name>
<name><surname>Bai</surname> <given-names>M.</given-names></name>
<name><surname>Peng</surname> <given-names>C.</given-names></name>
<etal/>
</person-group>. (<year>2018</year>). 
<article-title>Impact of the gut microbiota on intestinal immunity mediated by tryptophan metabolism</article-title>. <source>Front. Cell Infect. Microbiol.</source> <volume>8</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fcimb.2018.00013</pub-id>, PMID: <pub-id pub-id-type="pmid">29468141</pub-id>
</mixed-citation>
</ref>
<ref id="B29">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Goswami</surname> <given-names>S.</given-names></name>
<name><surname>Pauken</surname> <given-names>K. E.</given-names></name>
<name><surname>Wang</surname> <given-names>L.</given-names></name>
<name><surname>Sharma</surname> <given-names>P.</given-names></name>
</person-group> (<year>2024</year>). 
<article-title>Next-generation combination approaches for immune checkpoint therapy</article-title>. <source>Nat. Immunol.</source> <volume>25</volume>, <fpage>2186</fpage>&#x2013;<lpage>2199</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41590-024-02015-4</pub-id>, PMID: <pub-id pub-id-type="pmid">39587347</pub-id>
</mixed-citation>
</ref>
<ref id="B30">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Guerrero</surname> <given-names>P.</given-names></name>
<name><surname>Albarr&#xe1;n</surname> <given-names>V.</given-names></name>
<name><surname>Gonz&#xe1;lez-Merino</surname> <given-names>C.</given-names></name>
<name><surname>Garc&#xed;a de Quevedo</surname> <given-names>C.</given-names></name>
<name><surname>Sotoca</surname> <given-names>P.</given-names></name>
<name><surname>Chamorro</surname> <given-names>J.</given-names></name>
<etal/>
</person-group>. (<year>2025</year>). 
<article-title>Detrimental effect of an early exposure to antibiotics on the outcomes of immunotherapy in a multi-tumor cohort of patients</article-title>. <source>Oncologist</source> <volume>30</volume>, <fpage>oyae284</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/oncolo/oyae284</pub-id>, PMID: <pub-id pub-id-type="pmid">39425911</pub-id>
</mixed-citation>
</ref>
<ref id="B31">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Guo</surname> <given-names>L.</given-names></name>
<name><surname>Teng</surname> <given-names>L.</given-names></name>
</person-group> (<year>2015</year>). 
<article-title>YAP/TAZ for cancer therapy: opportunities and challenges</article-title>. <source>Int. J. Oncol.</source> <volume>46</volume>, <fpage>1444</fpage>&#x2013;<lpage>1452</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3892/ijo.2015.2877</pub-id>, PMID: <pub-id pub-id-type="pmid">25652178</pub-id>
</mixed-citation>
</ref>
<ref id="B32">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ha</surname> <given-names>T.-Y.</given-names></name>
</person-group> (<year>2009</year>). 
<article-title>The role of regulatory T cells in cancer</article-title>. <source>Immune network</source> <volume>9</volume>, <fpage>209</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4110/in.2009.9.6.209</pub-id>, PMID: <pub-id pub-id-type="pmid">20157609</pub-id>
</mixed-citation>
</ref>
<ref id="B33">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>He</surname> <given-names>J.</given-names></name>
<name><surname>He</surname> <given-names>X.</given-names></name>
<name><surname>Ma</surname> <given-names>Y.</given-names></name>
<name><surname>Yang</surname> <given-names>L.</given-names></name>
<name><surname>Fang</surname> <given-names>H.</given-names></name>
<name><surname>Shang</surname> <given-names>S.</given-names></name>
<etal/>
</person-group>. (<year>2021</year>). 
<article-title>A comprehensive approach to stool donor screening for faecal microbiota transplantation in China</article-title>. <source>Microbial Cell factories</source> <volume>20</volume>, <fpage>216</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12934-021-01705-0</pub-id>, PMID: <pub-id pub-id-type="pmid">34838016</pub-id>
</mixed-citation>
</ref>
<ref id="B34">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Heinz</surname> <given-names>M. C.</given-names></name>
<name><surname>Peters</surname> <given-names>N. A.</given-names></name>
<name><surname>Oost</surname> <given-names>K. C.</given-names></name>
<name><surname>Lindeboom</surname> <given-names>R. G.</given-names></name>
<name><surname>van Voorthuijsen</surname> <given-names>L.</given-names></name>
<name><surname>Fumagalli</surname> <given-names>A.</given-names></name>
<etal/>
</person-group>. (<year>2022</year>). 
<article-title>Liver colonization by colorectal cancer metastases requires YAP-controlled plasticity at the micrometastatic stage</article-title>. <source>Cancer Res.</source> <volume>82</volume>, <fpage>1953</fpage>&#x2013;<lpage>1968</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/0008-5472.CAN-21-0933</pub-id>, PMID: <pub-id pub-id-type="pmid">35570706</pub-id>
</mixed-citation>
</ref>
<ref id="B35">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Helmink</surname> <given-names>B. A.</given-names></name>
<name><surname>Khan</surname> <given-names>M. A. W.</given-names></name>
<name><surname>Hermann</surname> <given-names>A.</given-names></name>
<name><surname>Gopalakrishnan</surname> <given-names>V.</given-names></name>
<name><surname>Wargo</surname> <given-names>J. A.</given-names></name>
</person-group> (<year>2019</year>). 
<article-title>The microbiome, cancer, and cancer therapy</article-title>. <source>Nat. Med.</source> <volume>25</volume>, <fpage>377</fpage>&#x2013;<lpage>388</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41591-019-0377-7</pub-id>, PMID: <pub-id pub-id-type="pmid">30842679</pub-id>
</mixed-citation>
</ref>
<ref id="B36">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Hobeika</surname> <given-names>C.</given-names></name>
<name><surname>Dawsey</surname> <given-names>S.</given-names></name>
<name><surname>Patgunarajah</surname> <given-names>U.</given-names></name>
<name><surname>Lynn</surname> <given-names>D.</given-names></name>
<name><surname>Pramod</surname> <given-names>N.</given-names></name>
<name><surname>Wei</surname> <given-names>W.</given-names></name>
<etal/>
</person-group>. (<year>2024</year>). 
<article-title>Effect of type of antibiotics (Abx) on outcomes with immune checkpoint inhibitors (ICIs) in patients (pts) with metastatic urothelial carcinoma (mUC) in a real-world setting</article-title>. <source>Am. Soc. Clin. Oncol</source>. <volume>42</volume>, <fpage>640</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1200/JCO.2024.42.4_suppl.640</pub-id>
</mixed-citation>
</ref>
<ref id="B37">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Holscher</surname> <given-names>H. D.</given-names></name>
</person-group> (<year>2017</year>). 
<article-title>Dietary fiber and prebiotics and the gastrointestinal microbiota</article-title>. <source>Gut Microbes</source> <volume>8</volume>, <fpage>172</fpage>&#x2013;<lpage>184</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/19490976.2017.1290756</pub-id>, PMID: <pub-id pub-id-type="pmid">28165863</pub-id>
</mixed-citation>
</ref>
<ref id="B38">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Hsieh</surname> <given-names>Y.-T.</given-names></name>
<name><surname>Chen</surname> <given-names>K.-C.</given-names></name>
<name><surname>Cheng</surname> <given-names>C.-M.</given-names></name>
<name><surname>Cheng</surname> <given-names>T.-L.</given-names></name>
<name><surname>Tao</surname> <given-names>M.-H.</given-names></name>
<name><surname>Roffler</surname> <given-names>S. R.</given-names></name>
</person-group> (<year>2015</year>). 
<article-title>Impediments to enhancement of CPT-11 anticancer activity by E. coli directed beta-glucuronidase therapy</article-title>. <source>PloS One</source> <volume>10</volume>, <elocation-id>e0118028</elocation-id>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0118028</pub-id>, PMID: <pub-id pub-id-type="pmid">25688562</pub-id>
</mixed-citation>
</ref>
<ref id="B39">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Jia</surname> <given-names>W.</given-names></name>
<name><surname>Li</surname> <given-names>H.</given-names></name>
<name><surname>Zhao</surname> <given-names>L.</given-names></name>
<name><surname>Nicholson</surname> <given-names>J. K.</given-names></name>
</person-group> (<year>2008</year>). 
<article-title>Gut microbiota: a potential new territory for drug targeting</article-title>. <source>Nat. Rev. Drug Discov.</source> <volume>7</volume>, <fpage>123</fpage>&#x2013;<lpage>129</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nrd2505</pub-id>, PMID: <pub-id pub-id-type="pmid">18239669</pub-id>
</mixed-citation>
</ref>
<ref id="B40">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Jones</surname> <given-names>B. V.</given-names></name>
<name><surname>Begley</surname> <given-names>M.</given-names></name>
<name><surname>Hill</surname> <given-names>C.</given-names></name>
<name><surname>Gahan</surname> <given-names>C. G.</given-names></name>
<name><surname>Marchesi</surname> <given-names>J. R.</given-names></name>
</person-group> (<year>2008</year>). 
<article-title>Functional and comparative metagenomic analysis of bile salt hydrolase activity in the human gut microbiome</article-title>. <source>Proc. Natl. Acad. Sci.</source> <volume>105</volume>, <fpage>13580</fpage>&#x2013;<lpage>13585</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.0804437105</pub-id>, PMID: <pub-id pub-id-type="pmid">18757757</pub-id>
</mixed-citation>
</ref>
<ref id="B41">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Kaira</surname> <given-names>K.</given-names></name>
<name><surname>Kurata</surname> <given-names>Y.</given-names></name>
<name><surname>Imai</surname> <given-names>H.</given-names></name>
<name><surname>Shiono</surname> <given-names>A.</given-names></name>
<name><surname>Miura</surname> <given-names>Y.</given-names></name>
<name><surname>Hashimoto</surname> <given-names>K.</given-names></name>
<etal/>
</person-group>. (<year>2025</year>). 
<article-title>Prognostic factors of liver metastases in extensive-stage small cell lung cancer receiving chemo-immunotherapy</article-title>. <source>Transl. Lung Cancer Res.</source> <volume>14</volume>, <fpage>1569</fpage>&#x2013;<lpage>1581</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.21037/tlcr-2024-1091</pub-id>, PMID: <pub-id pub-id-type="pmid">40535067</pub-id>
</mixed-citation>
</ref>
<ref id="B42">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Kang</surname> <given-names>H.</given-names></name>
<name><surname>Chen</surname> <given-names>Z.</given-names></name>
<name><surname>Wang</surname> <given-names>B.</given-names></name>
</person-group> (<year>2025</year>). 
<article-title>The AhR/IL-22 axis in chronic gut inflammation: unraveling mechanisms and therapeutic prospects</article-title>. <source>Front. Immunol.</source> <volume>16</volume>, <elocation-id>1668173</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2025.1668173</pub-id>, PMID: <pub-id pub-id-type="pmid">41019044</pub-id>
</mixed-citation>
</ref>
<ref id="B43">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Kaplan</surname> <given-names>R. N.</given-names></name>
<name><surname>Riba</surname> <given-names>R. D.</given-names></name>
<name><surname>Zacharoulis</surname> <given-names>S.</given-names></name>
<name><surname>Bramley</surname> <given-names>A. H.</given-names></name>
<name><surname>Vincent</surname> <given-names>L.</given-names></name>
<name><surname>Costa</surname> <given-names>C.</given-names></name>
<etal/>
</person-group>. (<year>2005</year>). 
<article-title>VEGFR1-positive haematopoietic bone marrow progenitors initiate the pre-metastatic niche</article-title>. <source>Nature</source> <volume>438</volume>, <fpage>820</fpage>&#x2013;<lpage>827</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nature04186</pub-id>, PMID: <pub-id pub-id-type="pmid">16341007</pub-id>
</mixed-citation>
</ref>
<ref id="B44">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Kawamata</surname> <given-names>Y.</given-names></name>
<name><surname>Fujii</surname> <given-names>R.</given-names></name>
<name><surname>Hosoya</surname> <given-names>M.</given-names></name>
<name><surname>Harada</surname> <given-names>M.</given-names></name>
<name><surname>Yoshida</surname> <given-names>H.</given-names></name>
<name><surname>Miwa</surname> <given-names>M.</given-names></name>
<etal/>
</person-group>. (<year>2003</year>). 
<article-title>AG protein-coupled receptor responsive to bile acids</article-title>. <source>J. Biol. Chem.</source> <volume>278</volume>, <fpage>9435</fpage>&#x2013;<lpage>9440</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1074/jbc.M209706200</pub-id>, PMID: <pub-id pub-id-type="pmid">12524422</pub-id>
</mixed-citation>
</ref>
<ref id="B45">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Kim</surname> <given-names>S. Y.</given-names></name>
<name><surname>Park</surname> <given-names>H. S.</given-names></name>
<name><surname>Chiang</surname> <given-names>A. C.</given-names></name>
</person-group> (<year>2025</year>). 
<article-title>Small cell lung cancer: A review</article-title>. <source>Jama</source> <volume>333</volume>, <fpage>1906</fpage>&#x2013;<lpage>1917</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jama.2025.0560</pub-id>, PMID: <pub-id pub-id-type="pmid">40163214</pub-id>
</mixed-citation>
</ref>
<ref id="B46">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Krishnamoorthy</surname> <given-names>M.</given-names></name>
<name><surname>Gerhardt</surname> <given-names>L.</given-names></name>
<name><surname>Maleki Vareki</surname> <given-names>S.</given-names></name>
</person-group> (<year>2021</year>). 
<article-title>Immunosuppressive effects of myeloid-derived suppressor cells in cancer and immunotherapy</article-title>. <source>Cells</source> <volume>10</volume>, <fpage>1170</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cells10051170</pub-id>, PMID: <pub-id pub-id-type="pmid">34065010</pub-id>
</mixed-citation>
</ref>
<ref id="B47">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Kubes</surname> <given-names>P.</given-names></name>
<name><surname>Jenne</surname> <given-names>C.</given-names></name>
</person-group> (<year>2018</year>). 
<article-title>Immune responses in the liver</article-title>. <source>Annu. Rev. Immunol.</source> <volume>36</volume>, <fpage>247</fpage>&#x2013;<lpage>277</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev-immunol-051116-052415</pub-id>, PMID: <pub-id pub-id-type="pmid">29328785</pub-id>
</mixed-citation>
</ref>
<ref id="B48">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Kulecka</surname> <given-names>M.</given-names></name>
<name><surname>Czarnowski</surname> <given-names>P.</given-names></name>
<name><surname>Ba&#x142;abas</surname> <given-names>A.</given-names></name>
<name><surname>Turkot</surname> <given-names>M.</given-names></name>
<name><surname>Kruczkowska-Tarantowicz</surname> <given-names>K.</given-names></name>
<name><surname>&#x17b;eber-Lubecka</surname> <given-names>N.</given-names></name>
<etal/>
</person-group>. (<year>2024</year>). 
<article-title>Microbial and Metabolic Gut Profiling across Seven Malignancies Identifies Fecal Faecalibacillus intestinalis and Formic Acid as Commonly Altered in Cancer Patients</article-title>. <source>Int. J. Mol. Sci.</source> <volume>25</volume>, <fpage>8026</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms25158026</pub-id>, PMID: <pub-id pub-id-type="pmid">39125593</pub-id>
</mixed-citation>
</ref>
<ref id="B49">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Li</surname> <given-names>R.</given-names></name>
<name><surname>Mukherjee</surname> <given-names>M. B.</given-names></name>
<name><surname>Lin</surname> <given-names>J.</given-names></name>
</person-group> (<year>2022</year>). 
<article-title>Coordinated regulation of myeloid-derived suppressor cells by cytokines and chemokines</article-title>. <source>Cancers</source> <volume>14</volume>, <fpage>1236</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cancers14051236</pub-id>, PMID: <pub-id pub-id-type="pmid">35267547</pub-id>
</mixed-citation>
</ref>
<ref id="B50">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Liu</surname> <given-names>X.</given-names></name>
<name><surname>Cheng</surname> <given-names>Y.</given-names></name>
<name><surname>Zang</surname> <given-names>D.</given-names></name>
<name><surname>Zhang</surname> <given-names>M.</given-names></name>
<name><surname>Li</surname> <given-names>X.</given-names></name>
<name><surname>Liu</surname> <given-names>D.</given-names></name>
<etal/>
</person-group>. (<year>2021</year>b). 
<article-title>The role of gut microbiota in lung cancer: from carcinogenesis to immunotherapy</article-title>. <source>Front. Oncol.</source> <volume>11</volume>, <elocation-id>720842</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2021.720842</pub-id>, PMID: <pub-id pub-id-type="pmid">34490119</pub-id>
</mixed-citation>
</ref>
<ref id="B51">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Liu</surname> <given-names>Y.</given-names></name>
<name><surname>Kang</surname> <given-names>W.</given-names></name>
<name><surname>Liu</surname> <given-names>S.</given-names></name>
<name><surname>Li</surname> <given-names>J.</given-names></name>
<name><surname>Liu</surname> <given-names>J.</given-names></name>
<name><surname>Chen</surname> <given-names>X.</given-names></name>
<etal/>
</person-group>. (<year>2022</year>). 
<article-title>Gut microbiota&#x2013;bile acid&#x2013;intestinal Farnesoid X receptor signaling axis orchestrates cadmium-induced liver injury</article-title>. <source>Sci. Total Environ.</source> <volume>849</volume>, <fpage>157861</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.scitotenv.2022.157861</pub-id>, PMID: <pub-id pub-id-type="pmid">35934034</pub-id>
</mixed-citation>
</ref>
<ref id="B52">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Liu</surname> <given-names>J.</given-names></name>
<name><surname>Luo</surname> <given-names>F.</given-names></name>
<name><surname>Wen</surname> <given-names>L.</given-names></name>
<name><surname>Zhao</surname> <given-names>Z.</given-names></name>
<name><surname>Sun</surname> <given-names>H.</given-names></name>
</person-group> (<year>2023</year>). 
<article-title>Current understanding of microbiomes in cancer metastasis</article-title>. <source>Cancers</source> <volume>15</volume>, <fpage>1893</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cancers15061893</pub-id>, PMID: <pub-id pub-id-type="pmid">36980779</pub-id>
</mixed-citation>
</ref>
<ref id="B53">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Liu</surname> <given-names>S. V.</given-names></name>
<name><surname>Reck</surname> <given-names>M.</given-names></name>
<name><surname>Mansfield</surname> <given-names>A. S.</given-names></name>
<name><surname>Mok</surname> <given-names>T.</given-names></name>
<name><surname>Scherpereel</surname> <given-names>A.</given-names></name>
<name><surname>Reinmuth</surname> <given-names>N.</given-names></name>
<etal/>
</person-group>. (<year>2021</year>a). 
<article-title>Updated overall survival and PD-L1 subgroup analysis of patients with extensive-stage small-cell lung cancer treated with atezolizumab, carboplatin, and etoposide (IMpower133)</article-title>. <source>J. Clin. Oncol.</source> <volume>39</volume>, <fpage>619</fpage>&#x2013;<lpage>630</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1200/jco.20.01055</pub-id>, PMID: <pub-id pub-id-type="pmid">33439693</pub-id>
</mixed-citation>
</ref>
<ref id="B54">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Liu</surname> <given-names>H.</given-names></name>
<name><surname>Wang</surname> <given-names>J.</given-names></name>
<name><surname>He</surname> <given-names>T.</given-names></name>
<name><surname>Becker</surname> <given-names>S.</given-names></name>
<name><surname>Zhang</surname> <given-names>G.</given-names></name>
<name><surname>Li</surname> <given-names>D.</given-names></name>
<etal/>
</person-group>. (<year>2018</year>). 
<article-title>Butyrate: A double-edged sword for health</article-title>? <source>Adv. Nutr.</source> <volume>9</volume>, <fpage>21</fpage>&#x2013;<lpage>29</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/advances/nmx009</pub-id>, PMID: <pub-id pub-id-type="pmid">29438462</pub-id>
</mixed-citation>
</ref>
<ref id="B55">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Long</surname> <given-names>Y.</given-names></name>
<name><surname>Tang</surname> <given-names>L.</given-names></name>
<name><surname>Zhou</surname> <given-names>Y.</given-names></name>
<name><surname>Zhao</surname> <given-names>S.</given-names></name>
<name><surname>Zhu</surname> <given-names>H.</given-names></name>
</person-group> (<year>2023</year>). 
<article-title>Causal relationship between gut microbiota and cancers: a two-sample Mendelian randomisation study</article-title>. <source>BMC Med.</source> <volume>21</volume>, <fpage>66</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12916-023-02761-6</pub-id>, PMID: <pub-id pub-id-type="pmid">36810112</pub-id>
</mixed-citation>
</ref>
<ref id="B56">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Lu</surname> <given-names>J.</given-names></name>
<name><surname>Luo</surname> <given-names>Y.</given-names></name>
<name><surname>Rao</surname> <given-names>D.</given-names></name>
<name><surname>Wang</surname> <given-names>T.</given-names></name>
<name><surname>Lei</surname> <given-names>Z.</given-names></name>
<name><surname>Chen</surname> <given-names>X.</given-names></name>
<etal/>
</person-group>. (<year>2024</year>). 
<article-title>Myeloid-derived suppressor cells in cancer: therapeutic targets to overcome tumor immune evasion</article-title>. <source>Exp. Hematol. Oncol.</source> <volume>13</volume>, <fpage>39</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s40164-024-00505-7</pub-id>, PMID: <pub-id pub-id-type="pmid">38609997</pub-id>
</mixed-citation>
</ref>
<ref id="B57">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Marchesi</surname> <given-names>J. R.</given-names></name>
<name><surname>Adams</surname> <given-names>D. H.</given-names></name>
<name><surname>Fava</surname> <given-names>F.</given-names></name>
<name><surname>Hermes</surname> <given-names>G. D.</given-names></name>
<name><surname>Hirschfield</surname> <given-names>G. M.</given-names></name>
<name><surname>Hold</surname> <given-names>G.</given-names></name>
<etal/>
</person-group>. (<year>2016</year>). 
<article-title>The gut microbiota and host health: a new clinical frontier</article-title>. <source>Gut</source> <volume>65</volume>, <fpage>330</fpage>&#x2013;<lpage>339</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/gutjnl-2015-309990</pub-id>, PMID: <pub-id pub-id-type="pmid">26338727</pub-id>
</mixed-citation>
</ref>
<ref id="B58">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Massagu&#xe9;</surname> <given-names>J.</given-names></name>
<name><surname>Obenauf</surname> <given-names>A. C.</given-names></name>
</person-group> (<year>2016</year>). 
<article-title>Metastatic colonization by circulating tumour cells</article-title>. <source>Nature</source> <volume>529</volume>, <fpage>298</fpage>&#x2013;<lpage>306</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nature17038</pub-id>, PMID: <pub-id pub-id-type="pmid">26791720</pub-id>
</mixed-citation>
</ref>
<ref id="B59">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Mijangos-Trejo</surname> <given-names>A.</given-names></name>
<name><surname>Nu&#xf1;o-Lambarri</surname> <given-names>N.</given-names></name>
<name><surname>Barbero-Becerra</surname> <given-names>V.</given-names></name>
<name><surname>Uribe-Esquivel</surname> <given-names>M.</given-names></name>
<name><surname>Vidal-Cevallos</surname> <given-names>P.</given-names></name>
<name><surname>Ch&#xe1;vez-Tapia</surname> <given-names>N.</given-names></name>
</person-group> (<year>2023</year>). 
<article-title>Prebiotics and probiotics: therapeutic tools for nonalcoholic fatty liver disease</article-title>. <source>Int. J. Mol. Sci.</source> <volume>24</volume>, <fpage>14918</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms241914918</pub-id>, PMID: <pub-id pub-id-type="pmid">37834367</pub-id>
</mixed-citation>
</ref>
<ref id="B60">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Nakamura</surname> <given-names>J.</given-names></name>
<name><surname>Kubota</surname> <given-names>Y.</given-names></name>
<name><surname>Miyaoka</surname> <given-names>M.</given-names></name>
<name><surname>Saitoh</surname> <given-names>T.</given-names></name>
<name><surname>Mizuno</surname> <given-names>F.</given-names></name>
<name><surname>Benno</surname> <given-names>Y.</given-names></name>
</person-group> (<year>2002</year>). 
<article-title>Comparison of four microbial enzymes in Clostridia and Bacteroides isolated from human feces</article-title>. <source>Microbiol. Immunol.</source> <volume>46</volume>, <fpage>487</fpage>&#x2013;<lpage>490</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1348-0421.2002.tb02723.x</pub-id>, PMID: <pub-id pub-id-type="pmid">12222935</pub-id>
</mixed-citation>
</ref>
<ref id="B61">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Newsome</surname> <given-names>R. C.</given-names></name>
<name><surname>Liu</surname> <given-names>H.</given-names></name>
<name><surname>Agbodzi</surname> <given-names>B.</given-names></name>
<name><surname>Gharaibeh</surname> <given-names>R. Z.</given-names></name>
<name><surname>Zhou</surname> <given-names>L.</given-names></name>
<name><surname>Jobin</surname> <given-names>C.</given-names></name>
</person-group> (<year>2026</year>). 
<article-title>Microbial-derived immunostimulatory small molecule augments anti-PD-1 therapy in lung cancer</article-title>. <source>Cell Rep. Med</source>. <volume>7</volume>, <fpage>102519</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.xcrm.2025.102519</pub-id>, PMID: <pub-id pub-id-type="pmid">41421351</pub-id>
</mixed-citation>
</ref>
<ref id="B62">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Nyein</surname> <given-names>A. F.</given-names></name>
<name><surname>Bari</surname> <given-names>S.</given-names></name>
<name><surname>Hogue</surname> <given-names>S.</given-names></name>
<name><surname>Zhao</surname> <given-names>Y.</given-names></name>
<name><surname>Maller</surname> <given-names>B.</given-names></name>
<name><surname>Sha</surname> <given-names>S.</given-names></name>
<etal/>
</person-group>. (<year>2022</year>). 
<article-title>Effect of prior antibiotic or chemotherapy treatment on immunotherapy response in non-small cell lung cancer</article-title>. <source>BMC Cancer</source> <volume>22</volume>, <fpage>101</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12885-022-09210-2</pub-id>, PMID: <pub-id pub-id-type="pmid">35073876</pub-id>
</mixed-citation>
</ref>
<ref id="B63">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>O&#x2019;Toole</surname> <given-names>P. W.</given-names></name>
<name><surname>Marchesi</surname> <given-names>J. R.</given-names></name>
<name><surname>Hill</surname> <given-names>C.</given-names></name>
</person-group> (<year>2017</year>). 
<article-title>Next-generation probiotics: the spectrum from probiotics to live biotherapeutics</article-title>. <source>Nat. Microbiol.</source> <volume>2</volume>, <fpage>1</fpage>&#x2013;<lpage>6</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nmicrobiol.2017.57</pub-id>, PMID: <pub-id pub-id-type="pmid">28440276</pub-id>
</mixed-citation>
</ref>
<ref id="B64">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ochi</surname> <given-names>A.</given-names></name>
<name><surname>Nguyen</surname> <given-names>A. H.</given-names></name>
<name><surname>Bedrosian</surname> <given-names>A. S.</given-names></name>
<name><surname>Mushlin</surname> <given-names>H. M.</given-names></name>
<name><surname>Zarbakhsh</surname> <given-names>S.</given-names></name>
<name><surname>Barilla</surname> <given-names>R.</given-names></name>
<etal/>
</person-group>. (<year>2012</year>). 
<article-title>MyD88 inhibition amplifies dendritic cell capacity to promote pancreatic carcinogenesis via Th2 cells</article-title>. <source>J. Exp. Med.</source> <volume>209</volume>, <fpage>1671</fpage>&#x2013;<lpage>1687</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1084/jem.20111706</pub-id>, PMID: <pub-id pub-id-type="pmid">22908323</pub-id>
</mixed-citation>
</ref>
<ref id="B65">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Oh</surname> <given-names>B.</given-names></name>
<name><surname>Boyle</surname> <given-names>F.</given-names></name>
<name><surname>Pavlakis</surname> <given-names>N.</given-names></name>
<name><surname>Clarke</surname> <given-names>S.</given-names></name>
<name><surname>Eade</surname> <given-names>T.</given-names></name>
<name><surname>Hruby</surname> <given-names>G.</given-names></name>
<etal/>
</person-group>. (<year>2021</year>). 
<article-title>The gut microbiome and cancer immunotherapy: can we use the gut microbiome as a predictive biomarker for clinical response in cancer immunotherapy</article-title>? <source>Cancers</source> <volume>13</volume>, <fpage>4824</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cancers13194824</pub-id>, PMID: <pub-id pub-id-type="pmid">34638308</pub-id>
</mixed-citation>
</ref>
<ref id="B66">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ohtani</surname> <given-names>N.</given-names></name>
<name><surname>Hara</surname> <given-names>E.</given-names></name>
</person-group> (<year>2021</year>). 
<article-title>Gut-liver axis-mediated mechanism of liver cancer: a special focus on the role of gut microbiota</article-title>. <source>Cancer Sci.</source> <volume>112</volume>, <fpage>4433</fpage>&#x2013;<lpage>4443</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/cas.15142</pub-id>, PMID: <pub-id pub-id-type="pmid">34533882</pub-id>
</mixed-citation>
</ref>
<ref id="B67">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ohtani</surname> <given-names>N.</given-names></name>
<name><surname>Kawada</surname> <given-names>N.</given-names></name>
</person-group> (<year>2019</year>). 
<article-title>Role of the gut-liver axis in liver inflammation, fibrosis, and cancer: A special focus on the gut microbiota relationship</article-title>. <source>Hepatol. Commun.</source> <volume>3</volume>, <fpage>456</fpage>&#x2013;<lpage>470</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/hep4.1331</pub-id>, PMID: <pub-id pub-id-type="pmid">30976737</pub-id>
</mixed-citation>
</ref>
<ref id="B68">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Pa&#x10d;es</surname> <given-names>J.</given-names></name>
<name><surname>Malinsk&#xe1;</surname> <given-names>N.</given-names></name>
<name><surname>Tu&#x161;kov&#xe1;</surname> <given-names>L.</given-names></name>
<name><surname>Kn&#xed;&#x17e;kov&#xe1;</surname> <given-names>K.</given-names></name>
<name><surname>Grob&#xe1;rov&#xe1;</surname> <given-names>V.</given-names></name>
<name><surname>Zadra&#x17e;il</surname> <given-names>Z.</given-names></name>
<etal/>
</person-group>. (<year>2025</year>). 
<article-title>Microbiota modulate immune cell populations and drive dynamic structural changes in gut-associated lymphoid tissue</article-title>. <source>Gut Microbes</source> <volume>17</volume>, <fpage>2543908</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/19490976.2025.2543908</pub-id>, PMID: <pub-id pub-id-type="pmid">40802565</pub-id>
</mixed-citation>
</ref>
<ref id="B69">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Paz-Ares</surname> <given-names>L.</given-names></name>
<name><surname>Chen</surname> <given-names>Y.</given-names></name>
<name><surname>Reinmuth</surname> <given-names>N.</given-names></name>
<name><surname>Hotta</surname> <given-names>K.</given-names></name>
<name><surname>Trukhin</surname> <given-names>D.</given-names></name>
<name><surname>Statsenko</surname> <given-names>G.</given-names></name>
<etal/>
</person-group>. (<year>2022</year>). 
<article-title>Durvalumab, with or without tremelimumab, plus platinum-etoposide in first-line treatment of extensive-stage small-cell lung cancer: 3-year overall survival update from CASPIAN</article-title>. <source>ESMO Open</source> <volume>7</volume>, <fpage>100408</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.esmoop.2022.100408</pub-id>, PMID: <pub-id pub-id-type="pmid">35279527</pub-id>
</mixed-citation>
</ref>
<ref id="B70">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Paz-Ares</surname> <given-names>L.</given-names></name>
<name><surname>Dvorkin</surname> <given-names>M.</given-names></name>
<name><surname>Chen</surname> <given-names>Y.</given-names></name>
<name><surname>Reinmuth</surname> <given-names>N.</given-names></name>
<name><surname>Hotta</surname> <given-names>K.</given-names></name>
<name><surname>Trukhin</surname> <given-names>D.</given-names></name>
<etal/>
</person-group>. (<year>2019</year>). 
<article-title>Durvalumab plus platinum-etoposide versus platinum-etoposide in first-line treatment of extensive-stage small-cell lung cancer (CASPIAN): a randomised, controlled, open-label, phase 3 trial</article-title>. <source>Lancet</source> <volume>394</volume>, <fpage>1929</fpage>&#x2013;<lpage>1939</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/s0140-6736(19)32222-6</pub-id>, PMID: <pub-id pub-id-type="pmid">31590988</pub-id>
</mixed-citation>
</ref>
<ref id="B71">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Pei</surname> <given-names>Q.</given-names></name>
<name><surname>Yi</surname> <given-names>Q.</given-names></name>
<name><surname>Tang</surname> <given-names>L.</given-names></name>
</person-group> (<year>2023</year>). 
<article-title>Liver fibrosis resolution: from molecular mechanisms to therapeutic opportunities</article-title>. <source>Int. J. Mol. Sci.</source> <volume>24</volume>, <fpage>9671</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms24119671</pub-id>, PMID: <pub-id pub-id-type="pmid">37298621</pub-id>
</mixed-citation>
</ref>
<ref id="B72">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Peng</surname> <given-names>L.</given-names></name>
<name><surname>He</surname> <given-names>Z.</given-names></name>
<name><surname>Chen</surname> <given-names>W.</given-names></name>
<name><surname>Holzman</surname> <given-names>I. R.</given-names></name>
<name><surname>Lin</surname> <given-names>J.</given-names></name>
</person-group> (<year>2007</year>). 
<article-title>Effects of butyrate on intestinal barrier function in a Caco-2 cell monolayer model of intestinal barrier</article-title>. <source>Pediatr. Res.</source> <volume>61</volume>, <fpage>37</fpage>&#x2013;<lpage>41</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1203/01.pdr.0000250014.92242.f3</pub-id>, PMID: <pub-id pub-id-type="pmid">17211138</pub-id>
</mixed-citation>
</ref>
<ref id="B73">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Pinato</surname> <given-names>D. J.</given-names></name>
<name><surname>Howlett</surname> <given-names>S.</given-names></name>
<name><surname>Ottaviani</surname> <given-names>D.</given-names></name>
<name><surname>Urus</surname> <given-names>H.</given-names></name>
<name><surname>Patel</surname> <given-names>A.</given-names></name>
<name><surname>Mineo</surname> <given-names>T.</given-names></name>
<etal/>
</person-group>. (<year>2019</year>). 
<article-title>Association of prior antibiotic treatment with survival and response to immune checkpoint inhibitor therapy in patients with cancer</article-title>. <source>JAMA Oncol.</source> <volume>5</volume>, <fpage>1774</fpage>&#x2013;<lpage>1778</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamaoncol.2019.2785</pub-id>, PMID: <pub-id pub-id-type="pmid">31513236</pub-id>
</mixed-citation>
</ref>
<ref id="B74">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Platten</surname> <given-names>M.</given-names></name>
<name><surname>Nollen</surname> <given-names>E. A. A.</given-names></name>
<name><surname>R&#xf6;hrig</surname> <given-names>U. F.</given-names></name>
<name><surname>Fallarino</surname> <given-names>F.</given-names></name>
<name><surname>Opitz</surname> <given-names>C. A.</given-names></name>
</person-group> (<year>2019</year>). 
<article-title>Tryptophan metabolism as a common therapeutic target in cancer, neurodegeneration and beyond</article-title>. <source>Nat. Rev. Drug Discov.</source> <volume>18</volume>, <fpage>379</fpage>&#x2013;<lpage>401</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41573-019-0016-5</pub-id>, PMID: <pub-id pub-id-type="pmid">30760888</pub-id>
</mixed-citation>
</ref>
<ref id="B75">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Qi</surname> <given-names>X.</given-names></name>
<name><surname>Yang</surname> <given-names>M.</given-names></name>
<name><surname>Stenberg</surname> <given-names>J.</given-names></name>
<name><surname>Dey</surname> <given-names>R.</given-names></name>
<name><surname>Fogwe</surname> <given-names>L.</given-names></name>
<name><surname>Alam</surname> <given-names>M. S.</given-names></name>
<etal/>
</person-group>. (<year>2020</year>). 
<article-title>Gut microbiota mediated molecular events and therapy in liver diseases</article-title>. <source>World J. Gastroenterol.</source> <volume>26</volume>, <fpage>7603</fpage>&#x2013;<lpage>7618</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3748/wjg.v26.i48.7603</pub-id>, PMID: <pub-id pub-id-type="pmid">33505139</pub-id>
</mixed-citation>
</ref>
<ref id="B76">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ram&#xed;rez-P&#xe9;rez</surname> <given-names>O.</given-names></name>
<name><surname>Cruz-Ram&#xf3;n</surname> <given-names>V.</given-names></name>
<name><surname>Chinchilla-L&#xf3;pez</surname> <given-names>P.</given-names></name>
<name><surname>M&#xe9;ndez-S&#xe1;nchez</surname> <given-names>N.</given-names></name>
</person-group> (<year>2018</year>). 
<article-title>The role of the gut microbiota in bile acid metabolism</article-title>. <source>Ann. Hepatol.</source> <volume>16</volume>, <fpage>21</fpage>&#x2013;<lpage>26</lpage>. doi: <pub-id pub-id-type="doi">10.5604/01.3001.0010.5494</pub-id>, PMID: <pub-id pub-id-type="pmid">29080339</pub-id>
</mixed-citation>
</ref>
<ref id="B77">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Raso</surname> <given-names>M. G.</given-names></name>
<name><surname>Bota-Rabassedas</surname> <given-names>N.</given-names></name>
<name><surname>Wistuba</surname> <given-names>I. I.</given-names></name>
</person-group> (<year>2021</year>). 
<article-title>Pathology and classification of SCLC</article-title>. <source>Cancers</source> <volume>13</volume>, <fpage>820</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cancers13040820</pub-id>, PMID: <pub-id pub-id-type="pmid">33669241</pub-id>
</mixed-citation>
</ref>
<ref id="B78">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ridlon</surname> <given-names>J. M.</given-names></name>
<name><surname>Kang</surname> <given-names>D.-J.</given-names></name>
<name><surname>Hylemon</surname> <given-names>P. B.</given-names></name>
</person-group> (<year>2006</year>). 
<article-title>Bile salt biotransformations by human intestinal bacteria</article-title>. <source>J. Lipid Res.</source> <volume>47</volume>, <fpage>241</fpage>&#x2013;<lpage>259</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1194/jlr.R500013-JLR200</pub-id>, PMID: <pub-id pub-id-type="pmid">16299351</pub-id>
</mixed-citation>
</ref>
<ref id="B79">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Rooks</surname> <given-names>M. G.</given-names></name>
<name><surname>Garrett</surname> <given-names>W. S.</given-names></name>
</person-group> (<year>2016</year>). 
<article-title>Gut microbiota, metabolites and host immunity</article-title>. <source>Nat. Rev. Immunol.</source> <volume>16</volume>, <fpage>341</fpage>&#x2013;<lpage>352</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nri.2016.42</pub-id>, PMID: <pub-id pub-id-type="pmid">27231050</pub-id>
</mixed-citation>
</ref>
<ref id="B80">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Routy</surname> <given-names>B.</given-names></name>
<name><surname>Le Chatelier</surname> <given-names>E.</given-names></name>
<name><surname>Derosa</surname> <given-names>L.</given-names></name>
<name><surname>Duong</surname> <given-names>C. P.</given-names></name>
<name><surname>Alou</surname> <given-names>M. T.</given-names></name>
<name><surname>Daill&#xe8;re</surname> <given-names>R.</given-names></name>
<etal/>
</person-group>. (<year>2018</year>). 
<article-title>Gut microbiome influences efficacy of PD-1&#x2013;based immunotherapy against epithelial tumors</article-title>. <source>Science</source> <volume>359</volume>, <fpage>91</fpage>&#x2013;<lpage>97</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.aan3706</pub-id>, PMID: <pub-id pub-id-type="pmid">29097494</pub-id>
</mixed-citation>
</ref>
<ref id="B81">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Rudin</surname> <given-names>C. M.</given-names></name>
<name><surname>Brambilla</surname> <given-names>E.</given-names></name>
<name><surname>Faivre-Finn</surname> <given-names>C.</given-names></name>
<name><surname>Sage</surname> <given-names>J.</given-names></name>
</person-group> (<year>2021</year>). 
<article-title>Small-cell lung cancer</article-title>. <source>Nat. Rev. Dis. Primers</source> <volume>7</volume>, <elocation-id>3</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41572-020-00235-0</pub-id>, PMID: <pub-id pub-id-type="pmid">33446664</pub-id>
</mixed-citation>
</ref>
<ref id="B82">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Saga</surname> <given-names>K.</given-names></name>
<name><surname>Iwashita</surname> <given-names>Y.</given-names></name>
<name><surname>Hidano</surname> <given-names>S.</given-names></name>
<name><surname>Aso</surname> <given-names>Y.</given-names></name>
<name><surname>Isaka</surname> <given-names>K.</given-names></name>
<name><surname>Kido</surname> <given-names>Y.</given-names></name>
<etal/>
</person-group>. (<year>2018</year>). 
<article-title>Secondary unconjugated bile acids induce hepatic stellate cell activation</article-title>. <source>Int. J. Mol. Sci.</source> <volume>19</volume>, <fpage>3043</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms19103043</pub-id>, PMID: <pub-id pub-id-type="pmid">30301191</pub-id>
</mixed-citation>
</ref>
<ref id="B83">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Saggioro</surname> <given-names>A.</given-names></name>
</person-group> (<year>2014</year>). 
<article-title>Leaky gut, microbiota, and cancer: an incoming hypothesis</article-title>. <source>J. Clin. Gastroenterol.</source> <volume>48</volume>, <fpage>S62</fpage>&#x2013;<lpage>S66</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/MCG.0000000000000255</pub-id>, PMID: <pub-id pub-id-type="pmid">25291131</pub-id>
</mixed-citation>
</ref>
<ref id="B84">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Sater</surname> <given-names>A. H. A.</given-names></name>
<name><surname>Bouferraa</surname> <given-names>Y.</given-names></name>
<name><surname>Amhaz</surname> <given-names>G.</given-names></name>
<name><surname>Haibe</surname> <given-names>Y.</given-names></name>
<name><surname>El Lakkiss</surname> <given-names>A.</given-names></name>
<name><surname>Shamseddine</surname> <given-names>A.</given-names></name>
</person-group> (<year>2022</year>). 
<article-title>From tumor cells to endothelium and gut microbiome: a complex interaction favoring the metastasis cascade</article-title>. <source>Front. Oncol.</source> <volume>12</volume>, <elocation-id>804983</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2022.804983</pub-id>, PMID: <pub-id pub-id-type="pmid">35600385</pub-id>
</mixed-citation>
</ref>
<ref id="B85">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Seki</surname> <given-names>E.</given-names></name>
<name><surname>Schwabe</surname> <given-names>R. F.</given-names></name>
</person-group> (<year>2015</year>). 
<article-title>Hepatic inflammation and fibrosis: functional links and key pathways</article-title>. <source>Hepatology</source> <volume>61</volume>, <fpage>1066</fpage>&#x2013;<lpage>1079</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/hep.27332</pub-id>, PMID: <pub-id pub-id-type="pmid">25066777</pub-id>
</mixed-citation>
</ref>
<ref id="B86">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Shetty</surname> <given-names>S.</given-names></name>
<name><surname>Lalor</surname> <given-names>P. F.</given-names></name>
<name><surname>Adams</surname> <given-names>D. H.</given-names></name>
</person-group> (<year>2018</year>). 
<article-title>Liver sinusoidal endothelial cells&#x2014;gatekeepers of hepatic immunity</article-title>. <source>Nat. Rev. Gastroenterol. Hepatol.</source> <volume>15</volume>, <fpage>555</fpage>&#x2013;<lpage>567</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41575-018-0020-y</pub-id>, PMID: <pub-id pub-id-type="pmid">29844586</pub-id>
</mixed-citation>
</ref>
<ref id="B87">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Sierra-Filardi</surname> <given-names>E.</given-names></name>
<name><surname>Nieto</surname> <given-names>C.</given-names></name>
<name><surname>Dom&#xed;nguez-Soto</surname> <given-names>&#xc1;.</given-names></name>
<name><surname>Barroso</surname> <given-names>R.</given-names></name>
<name><surname>S&#xe1;nchez-Mateos</surname> <given-names>P.</given-names></name>
<name><surname>Puig-Kroger</surname> <given-names>A.</given-names></name>
<etal/>
</person-group>. (<year>2014</year>). 
<article-title>CCL2 shapes macrophage polarization by GM-CSF and M-CSF: identification of CCL2/CCR2-dependent gene expression profile</article-title>. <source>J. Immunol.</source> <volume>192</volume>, <fpage>3858</fpage>&#x2013;<lpage>3867</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4049/jimmunol.1302821</pub-id>, PMID: <pub-id pub-id-type="pmid">24639350</pub-id>
</mixed-citation>
</ref>
<ref id="B88">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Singh</surname> <given-names>R. K.</given-names></name>
<name><surname>Chang</surname> <given-names>H.-W.</given-names></name>
<name><surname>Yan</surname> <given-names>D.</given-names></name>
<name><surname>Lee</surname> <given-names>K. M.</given-names></name>
<name><surname>Ucmak</surname> <given-names>D.</given-names></name>
<name><surname>Wong</surname> <given-names>K.</given-names></name>
<etal/>
</person-group>. (<year>2017</year>). 
<article-title>Influence of diet on the gut microbiome and implications for human health</article-title>. <source>J. Trans. Med.</source> <volume>15</volume>, <fpage>73</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12967-017-1175-y</pub-id>, PMID: <pub-id pub-id-type="pmid">28388917</pub-id>
</mixed-citation>
</ref>
<ref id="B89">
<mixed-citation publication-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>J. B.</given-names></name>
<name><surname>Aquino-Michaels</surname> <given-names>K.</given-names></name>
<name><surname>Earley</surname> <given-names>Z. M.</given-names></name>
<etal/>
</person-group>. (<year>2015</year>). 
<article-title>Commensal Bifidobacterium promotes antitumor immunity and facilitates anti&#x2013;PD-L1 efficacy</article-title>. <source>Science</source> <volume>350</volume>, <fpage>1084</fpage>&#x2013;<lpage>1089</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.aac4255</pub-id>, PMID: <pub-id pub-id-type="pmid">26541606</pub-id>
</mixed-citation>
</ref>
<ref id="B90">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Song</surname> <given-names>Y.</given-names></name>
<name><surname>Lau</surname> <given-names>H. C.</given-names></name>
<name><surname>Zhang</surname> <given-names>X.</given-names></name>
<name><surname>Yu</surname> <given-names>J.</given-names></name>
</person-group> (<year>2024</year>). 
<article-title>Bile acids, gut microbiota, and therapeutic insights in hepatocellular carcinoma</article-title>. <source>Cancer Biol. Med.</source> <volume>21</volume>, <fpage>144</fpage>&#x2013;<lpage>162</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.20892/j.issn.2095-3941.2023.0394</pub-id>, PMID: <pub-id pub-id-type="pmid">38148326</pub-id>
</mixed-citation>
</ref>
<ref id="B91">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Stockinger</surname> <given-names>B.</given-names></name>
<name><surname>Shah</surname> <given-names>K.</given-names></name>
<name><surname>Wincent</surname> <given-names>E.</given-names></name>
</person-group> (<year>2021</year>). 
<article-title>AHR in the intestinal microenvironment: safeguarding barrier function</article-title>. <source>Nat. Rev. Gastroenterol. Hepatol.</source> <volume>18</volume>, <fpage>559</fpage>&#x2013;<lpage>570</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41575-021-00430-8</pub-id>, PMID: <pub-id pub-id-type="pmid">33742166</pub-id>
</mixed-citation>
</ref>
<ref id="B92">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Sun</surname> <given-names>L.</given-names></name>
<name><surname>Wang</surname> <given-names>X.</given-names></name>
<name><surname>Zhou</surname> <given-names>H.</given-names></name>
<name><surname>Li</surname> <given-names>R.</given-names></name>
<name><surname>Meng</surname> <given-names>M.</given-names></name>
<name><surname>Roviello</surname> <given-names>G.</given-names></name>
<etal/>
</person-group>. (<year>2024</year>). 
<article-title>Gut microbiota and metabolites associated with immunotherapy efficacy in extensive-stage small cell lung cancer: a pilot study</article-title>. <source>J. Thorac. Dis.</source> <volume>16</volume>, <fpage>6936</fpage>&#x2013;<lpage>6954</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.21037/jtd-24-1201</pub-id>, PMID: <pub-id pub-id-type="pmid">39552845</pub-id>
</mixed-citation>
</ref>
<ref id="B93">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Tacke</surname> <given-names>F.</given-names></name>
</person-group> (<year>2017</year>). 
<article-title>Targeting hepatic macrophages to treat liver diseases</article-title>. <source>J. Hepatol.</source> <volume>66</volume>, <fpage>1300</fpage>&#x2013;<lpage>1312</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jhep.2017.02.026</pub-id>, PMID: <pub-id pub-id-type="pmid">28267621</pub-id>
</mixed-citation>
</ref>
<ref id="B94">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Takada</surname> <given-names>K.</given-names></name>
<name><surname>Shimokawa</surname> <given-names>M.</given-names></name>
<name><surname>Takamori</surname> <given-names>S.</given-names></name>
<name><surname>Shimamatsu</surname> <given-names>S.</given-names></name>
<name><surname>Hirai</surname> <given-names>F.</given-names></name>
<name><surname>Tagawa</surname> <given-names>T.</given-names></name>
<etal/>
</person-group>. (<year>2021</year>). 
<article-title>Clinical impact of probiotics on the efficacy of anti-PD-1 monotherapy in patients with nonsmall cell lung cancer: a multicenter retrospective survival analysis study with inverse probability of treatment weighting</article-title>. <source>Int. J. Cancer</source> <volume>149</volume>, <fpage>473</fpage>&#x2013;<lpage>482</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/ijc.33557</pub-id>, PMID: <pub-id pub-id-type="pmid">33720422</pub-id>
</mixed-citation>
</ref>
<ref id="B95">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ulluwishewa</surname> <given-names>D.</given-names></name>
<name><surname>Anderson</surname> <given-names>R. C.</given-names></name>
<name><surname>McNabb</surname> <given-names>W. C.</given-names></name>
<name><surname>Moughan</surname> <given-names>P. J.</given-names></name>
<name><surname>Wells</surname> <given-names>J. M.</given-names></name>
<name><surname>Roy</surname> <given-names>N. C.</given-names></name>
</person-group> (<year>2011</year>). 
<article-title>Regulation of tight junction permeability by intestinal bacteria and dietary components1, 2</article-title>. <source>J. Nutr.</source> <volume>141</volume>, <fpage>769</fpage>&#x2013;<lpage>776</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3945/jn.110.135657</pub-id>, PMID: <pub-id pub-id-type="pmid">21430248</pub-id>
</mixed-citation>
</ref>
<ref id="B96">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Vandeputte</surname> <given-names>D.</given-names></name>
</person-group> (<year>2020</year>). 
<article-title>Personalized nutrition through the gut microbiota: current insights and future perspectives</article-title>. <source>Nutr. Rev.</source> <volume>78</volume>, <fpage>66</fpage>&#x2013;<lpage>74</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/nutrit/nuaa098</pub-id>, PMID: <pub-id pub-id-type="pmid">33259623</pub-id>
</mixed-citation>
</ref>
<ref id="B97">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>van der Heide</surname> <given-names>D.</given-names></name>
<name><surname>Weiskirchen</surname> <given-names>R.</given-names></name>
<name><surname>Bansal</surname> <given-names>R.</given-names></name>
</person-group> (<year>2019</year>). 
<article-title>Therapeutic targeting of hepatic macrophages for the treatment of liver diseases</article-title>. <source>Front. Immunol.</source> <volume>10</volume>, <elocation-id>2852</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2019.02852</pub-id>, PMID: <pub-id pub-id-type="pmid">31849997</pub-id>
</mixed-citation>
</ref>
<ref id="B98">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Visekruna</surname> <given-names>A.</given-names></name>
<name><surname>Luu</surname> <given-names>M.</given-names></name>
</person-group> (<year>2021</year>). 
<article-title>The role of short-chain fatty acids and bile acids in intestinal and liver function, inflammation, and carcinogenesis</article-title>. <source>Front. Cell Dev. Biol.</source> <volume>9</volume>, <elocation-id>703218</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fcell.2021.703218</pub-id>, PMID: <pub-id pub-id-type="pmid">34381785</pub-id>
</mixed-citation>
</ref>
<ref id="B99">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Vivarelli</surname> <given-names>S.</given-names></name>
<name><surname>Salemi</surname> <given-names>R.</given-names></name>
<name><surname>Candido</surname> <given-names>S.</given-names></name>
<name><surname>Falzone</surname> <given-names>L.</given-names></name>
<name><surname>Santagati</surname> <given-names>M.</given-names></name>
<name><surname>Stefani</surname> <given-names>S.</given-names></name>
<etal/>
</person-group>. (<year>2019</year>). 
<article-title>Gut microbiota and cancer: from pathogenesis to therapy</article-title>. <source>Cancers</source> <volume>11</volume>, <fpage>38</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cancers11010038</pub-id>, PMID: <pub-id pub-id-type="pmid">30609850</pub-id>
</mixed-citation>
</ref>
<ref id="B100">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wahlstr&#xf6;m</surname> <given-names>A.</given-names></name>
<name><surname>Sayin, Sama</surname> <given-names>I.</given-names></name>
<name><surname>Marschall</surname> <given-names>H.-U.</given-names></name>
<name><surname>B&#xe4;ckhed</surname> <given-names>F.</given-names></name>
</person-group> (<year>2016</year>). 
<article-title>Intestinal crosstalk between bile acids and microbiota and its impact on host metabolism</article-title>. <source>Cell Metab.</source> <volume>24</volume>, <fpage>41</fpage>&#x2013;<lpage>50</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cmet.2016.05.005</pub-id>, PMID: <pub-id pub-id-type="pmid">27320064</pub-id>
</mixed-citation>
</ref>
<ref id="B101">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wang</surname> <given-names>W.</given-names></name>
<name><surname>Hodkinson</surname> <given-names>P.</given-names></name>
<name><surname>McLaren</surname> <given-names>F.</given-names></name>
<name><surname>MacKinnon</surname> <given-names>A.</given-names></name>
<name><surname>Wallace</surname> <given-names>W.</given-names></name>
<name><surname>Howie</surname> <given-names>S.</given-names></name>
<etal/>
</person-group>. (<year>2012</year>). 
<article-title>Small cell lung cancer tumour cells induce regulatory T lymphocytes, and patient survival correlates negatively with FOXP3+ cells in tumour infiltrate</article-title>. <source>Int. J. Cancer</source> <volume>131</volume>, <fpage>E928</fpage>&#x2013;<lpage>E937</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/ijc.27613</pub-id>, PMID: <pub-id pub-id-type="pmid">22532287</pub-id>
</mixed-citation>
</ref>
<ref id="B102">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wang</surname> <given-names>R.</given-names></name>
<name><surname>Tang</surname> <given-names>R.</given-names></name>
<name><surname>Li</surname> <given-names>B.</given-names></name>
<name><surname>Ma</surname> <given-names>X.</given-names></name>
<name><surname>Schnabl</surname> <given-names>B.</given-names></name>
<name><surname>Tilg</surname> <given-names>H.</given-names></name>
</person-group> (<year>2021</year>). 
<article-title>Gut microbiome, liver immunology, and liver diseases</article-title>. <source>Cell. Mol. Immunol.</source> <volume>18</volume>, <fpage>4</fpage>&#x2013;<lpage>17</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41423-020-00592-6</pub-id>, PMID: <pub-id pub-id-type="pmid">33318628</pub-id>
</mixed-citation>
</ref>
<ref id="B103">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wang</surname> <given-names>W.</given-names></name>
<name><surname>Yi</surname> <given-names>Z.</given-names></name>
<name><surname>Yang</surname> <given-names>Z.</given-names></name>
<name><surname>Huang</surname> <given-names>Y.</given-names></name>
<name><surname>Chen</surname> <given-names>H.</given-names></name>
<name><surname>Li</surname> <given-names>Y.</given-names></name>
<etal/>
</person-group>. (<year>2025</year>). 
<article-title>The hepatic macrophage: a key regulator of liver metastatic tumor microenvironment through cell crosstalk</article-title>. <source>J. Trans. Med.</source> <volume>23</volume>, <fpage>1334</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12967-025-07376-4</pub-id>, PMID: <pub-id pub-id-type="pmid">41272833</pub-id>
</mixed-citation>
</ref>
<ref id="B104">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wang</surname> <given-names>X.-q.</given-names></name>
<name><surname>Zhang</surname> <given-names>A.-h.</given-names></name>
<name><surname>Miao</surname> <given-names>J.-h.</given-names></name>
<name><surname>Sun</surname> <given-names>H.</given-names></name>
<name><surname>Yan</surname> <given-names>G.-l.</given-names></name>
<name><surname>Wu</surname> <given-names>F.-f.</given-names></name>
<etal/>
</person-group>. (<year>2018</year>). 
<article-title>Gut microbiota as important modulator of metabolism in health and disease</article-title>. <source>RSC Adv.</source> <volume>8</volume>, <fpage>42380</fpage>&#x2013;<lpage>42389</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1039/C8RA08094A</pub-id>, PMID: <pub-id pub-id-type="pmid">35558413</pub-id>
</mixed-citation>
</ref>
<ref id="B105">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wheeler</surname> <given-names>M. A.</given-names></name>
<name><surname>Rothhammer</surname> <given-names>V.</given-names></name>
<name><surname>Quintana</surname> <given-names>F. J.</given-names></name>
</person-group> (<year>2017</year>). 
<article-title>Control of immune-mediated pathology via the aryl hydrocarbon receptor</article-title>. <source>J. Biol. Chem.</source> <volume>292</volume>, <fpage>12383</fpage>&#x2013;<lpage>12389</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1074/jbc.R116.767723</pub-id>, PMID: <pub-id pub-id-type="pmid">28615443</pub-id>
</mixed-citation>
</ref>
<ref id="B106">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wirthgen</surname> <given-names>E.</given-names></name>
<name><surname>Hoeflich</surname> <given-names>A.</given-names></name>
<name><surname>Rebl</surname> <given-names>A.</given-names></name>
<name><surname>G&#xfc;nther</surname> <given-names>J.</given-names></name>
</person-group> (<year>2018</year>). 
<article-title>Kynurenic acid: the Janus-faced role of an immunomodulatory tryptophan metabolite and its link to pathological conditions</article-title>. <source>Front. Immunol.</source> <volume>8</volume>, <elocation-id>1957</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2017.01957</pub-id>, PMID: <pub-id pub-id-type="pmid">29379504</pub-id>
</mixed-citation>
</ref>
<ref id="B107">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wu</surname> <given-names>H.-J.</given-names></name>
<name><surname>Wu</surname> <given-names>E.</given-names></name>
</person-group> (<year>2012</year>). 
<article-title>The role of gut microbiota in immune homeostasis and autoimmunity</article-title>. <source>Gut Microbes</source> <volume>3</volume>, <fpage>4</fpage>&#x2013;<lpage>14</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4161/gmic.19320</pub-id>, PMID: <pub-id pub-id-type="pmid">22356853</pub-id>
</mixed-citation>
</ref>
<ref id="B108">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Xia</surname> <given-names>S.</given-names></name>
<name><surname>Jia</surname> <given-names>D.</given-names></name>
<name><surname>Wang</surname> <given-names>L.</given-names></name>
</person-group> (<year>2025</year>). 
<article-title>Microbiota: a dawn for cancer metastasis therapy</article-title>. <source>Trends Mol. Med</source>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.molmed.2025.09.008</pub-id>, PMID: <pub-id pub-id-type="pmid">41062341</pub-id>
</mixed-citation>
</ref>
<ref id="B109">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Xue</surname> <given-names>X.</given-names></name>
<name><surname>Li</surname> <given-names>R.</given-names></name>
<name><surname>Chen</surname> <given-names>Z.</given-names></name>
<name><surname>Li</surname> <given-names>G.</given-names></name>
<name><surname>Liu</surname> <given-names>B.</given-names></name>
<name><surname>Guo</surname> <given-names>S.</given-names></name>
<etal/>
</person-group>. (<year>2023</year>). 
<article-title>The role of the symbiotic microecosystem in cancer: gut microbiota, metabolome, and host immunome</article-title>. <source>Front. Immunol.</source> <volume>14</volume>, <elocation-id>1235827</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2023.1235827</pub-id>, PMID: <pub-id pub-id-type="pmid">37691931</pub-id>
</mixed-citation>
</ref>
<ref id="B110">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Yang</surname> <given-names>Q.</given-names></name>
<name><surname>Wang</surname> <given-names>B.</given-names></name>
<name><surname>Zheng</surname> <given-names>Q.</given-names></name>
<name><surname>Li</surname> <given-names>H.</given-names></name>
<name><surname>Meng</surname> <given-names>X.</given-names></name>
<name><surname>Zhou</surname> <given-names>F.</given-names></name>
<etal/>
</person-group>. (<year>2023</year>). 
<article-title>A review of gut microbiota-derived metabolites in tumor progression and cancer therapy</article-title>. <source>Adv. Sci. (Weinh)</source> <volume>10</volume>, <fpage>e2207366</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/advs.202207366</pub-id>, PMID: <pub-id pub-id-type="pmid">36951547</pub-id>
</mixed-citation>
</ref>
<ref id="B111">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Yin</surname> <given-names>B.</given-names></name>
<name><surname>Wang</surname> <given-names>X.</given-names></name>
<name><surname>Yuan</surname> <given-names>F.</given-names></name>
<name><surname>Li</surname> <given-names>Y.</given-names></name>
<name><surname>Lu</surname> <given-names>P.</given-names></name>
</person-group> (<year>2022</year>). 
<article-title>Research progress on the effect of gut and tumor microbiota on antitumor efficacy and adverse effects of chemotherapy drugs</article-title>. <source>Front. Microbiol.</source> <volume>13</volume>, <elocation-id>899111</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmicb.2022.899111</pub-id>, PMID: <pub-id pub-id-type="pmid">36212852</pub-id>
</mixed-citation>
</ref>
<ref id="B112">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Yoshimoto</surname> <given-names>S.</given-names></name>
<name><surname>Loo</surname> <given-names>T. M.</given-names></name>
<name><surname>Atarashi</surname> <given-names>K.</given-names></name>
<name><surname>Kanda</surname> <given-names>H.</given-names></name>
<name><surname>Sato</surname> <given-names>S.</given-names></name>
<name><surname>Oyadomari</surname> <given-names>S.</given-names></name>
<etal/>
</person-group>. (<year>2013</year>). 
<article-title>Obesity-induced gut microbial metabolite promotes liver cancer through senescence secretome</article-title>. <source>Nature</source> <volume>499</volume>, <fpage>97</fpage>&#x2013;<lpage>101</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nature12347</pub-id>, PMID: <pub-id pub-id-type="pmid">23803760</pub-id>
</mixed-citation>
</ref>
<ref id="B113">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Yu</surname> <given-names>L.-X.</given-names></name>
<name><surname>Schwabe</surname> <given-names>R. F.</given-names></name>
</person-group> (<year>2017</year>). 
<article-title>The gut microbiome and liver cancer: mechanisms and clinical translation</article-title>. <source>Nat. Rev. Gastroenterol. Hepatol.</source> <volume>14</volume>, <fpage>527</fpage>&#x2013;<lpage>539</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nrgastro.2017.72</pub-id>, PMID: <pub-id pub-id-type="pmid">28676707</pub-id>
</mixed-citation>
</ref>
<ref id="B114">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zeriouh</surname> <given-names>M.</given-names></name>
<name><surname>Raskov</surname> <given-names>H.</given-names></name>
<name><surname>Kvich</surname> <given-names>L.</given-names></name>
<name><surname>G&#xf6;genur</surname> <given-names>I.</given-names></name>
<name><surname>Bennedsen</surname> <given-names>A. L. B.</given-names></name>
</person-group> (<year>2023</year>). 
<article-title>Checkpoint inhibitor responses can be regulated by the gut microbiota&#x2013;A systematic review</article-title>. <source>Neoplasia</source> <volume>43</volume>, <fpage>100923</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.neo.2023.100923</pub-id>, PMID: <pub-id pub-id-type="pmid">37603952</pub-id>
</mixed-citation>
</ref>
<ref id="B115">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zhai</surname> <given-names>L.</given-names></name>
<name><surname>Spranger</surname> <given-names>S.</given-names></name>
<name><surname>Binder</surname> <given-names>D. C.</given-names></name>
<name><surname>Gritsina</surname> <given-names>G.</given-names></name>
<name><surname>Lauing</surname> <given-names>K. L.</given-names></name>
<name><surname>Giles</surname> <given-names>F. J.</given-names></name>
<etal/>
</person-group>. (<year>2015</year>). 
<article-title>Molecular pathways: targeting IDO1 and other tryptophan dioxygenases for cancer immunotherapy</article-title>. <source>Clin. Cancer Res.</source> <volume>21</volume>, <fpage>5427</fpage>&#x2013;<lpage>5433</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/1078-0432.CCR-15-0420</pub-id>, PMID: <pub-id pub-id-type="pmid">26519060</pub-id>
</mixed-citation>
</ref>
<ref id="B116">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zhang</surname> <given-names>Y.</given-names></name>
<name><surname>Chen</surname> <given-names>R.</given-names></name>
<name><surname>Zhang</surname> <given-names>D.</given-names></name>
<name><surname>Qi</surname> <given-names>S.</given-names></name>
<name><surname>Liu</surname> <given-names>Y.</given-names></name>
</person-group> (<year>2023</year>). 
<article-title>Metabolite interactions between host and microbiota during health and disease: Which feeds the other</article-title>? <source>BioMed. Pharmacother.</source> <volume>160</volume>, <elocation-id>114295</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.biopha.2023.114295</pub-id>, PMID: <pub-id pub-id-type="pmid">36709600</pub-id>
</mixed-citation>
</ref>
<ref id="B117">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zhang</surname> <given-names>J.</given-names></name>
<name><surname>Liu</surname> <given-names>Q.</given-names></name>
<name><surname>He</surname> <given-names>J.</given-names></name>
<name><surname>Li</surname> <given-names>Y.</given-names></name>
</person-group> (<year>2021</year>). 
<article-title>Novel therapeutic targets in liver fibrosis</article-title>. <source>Front. Mol. Biosci.</source> <volume>8</volume>, <elocation-id>766855</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmolb.2021.766855</pub-id>, PMID: <pub-id pub-id-type="pmid">34805276</pub-id>
</mixed-citation>
</ref>
<ref id="B118">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zhao</surname> <given-names>M.</given-names></name>
<name><surname>Jiang</surname> <given-names>G.</given-names></name>
<name><surname>Zhou</surname> <given-names>H.</given-names></name>
<name><surname>Li</surname> <given-names>J.</given-names></name>
<name><surname>Xiang</surname> <given-names>W.</given-names></name>
<name><surname>Li</surname> <given-names>S.</given-names></name>
<etal/>
</person-group>. (<year>2023</year>). 
<article-title>Gut microbiota: a potential target for improved cancer therapy</article-title>. <source>J. Cancer Res. Clin. Oncol.</source> <volume>149</volume>, <fpage>541</fpage>&#x2013;<lpage>552</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00432-022-04546-5</pub-id>, PMID: <pub-id pub-id-type="pmid">36550389</pub-id>
</mixed-citation>
</ref>
<ref id="B119">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zheng</surname> <given-names>Z.</given-names></name>
<name><surname>Wang</surname> <given-names>B.</given-names></name>
</person-group> (<year>2021</year>). 
<article-title>The gut-liver axis in health and disease: the role of gut microbiota-derived signals in liver injury and regeneration</article-title>. <source>Front. Immunol.</source> <volume>12</volume>, <elocation-id>775526</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2021.775526</pub-id>, PMID: <pub-id pub-id-type="pmid">34956204</pub-id>
</mixed-citation>
</ref>
<ref id="B120">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zhou</surname> <given-names>Y.</given-names></name>
<name><surname>Yang</surname> <given-names>L.</given-names></name>
<name><surname>Nan</surname> <given-names>Y.</given-names></name>
</person-group> (<year>2025</year>). 
<article-title>Expert consensus on clinical applications of fecal microbiota transplantation for chronic liver disease, (2025 edition)</article-title>. <source>J. Clin. Transl. Hepatol.</source> <volume>13</volume>, <fpage>1107</fpage>&#x2013;<lpage>1116</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.14218/jcth.2025.00456</pub-id>, PMID: <pub-id pub-id-type="pmid">41473261</pub-id>
</mixed-citation>
</ref>
<ref id="B121">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zhu</surname> <given-names>Z.</given-names></name>
<name><surname>Huang</surname> <given-names>J.</given-names></name>
<name><surname>Zhang</surname> <given-names>Y.</given-names></name>
<name><surname>Hou</surname> <given-names>W.</given-names></name>
<name><surname>Chen</surname> <given-names>F.</given-names></name>
<name><surname>Mo</surname> <given-names>Y.-Y.</given-names></name>
<etal/>
</person-group>. (<year>2024</year>b). 
<article-title>Landscape of tumoral ecosystem for enhanced anti-PD-1 immunotherapy by gut Akkermansia muciniphila</article-title>. <source>Cell Rep.</source> <volume>43</volume>, <fpage>114306</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.celrep.2024.114306</pub-id>, PMID: <pub-id pub-id-type="pmid">38819989</pub-id>
</mixed-citation>
</ref>
<ref id="B122">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zhu</surname> <given-names>C.</given-names></name>
<name><surname>Liao</surname> <given-names>J.-Y.</given-names></name>
<name><surname>Liu</surname> <given-names>Y.-Y.</given-names></name>
<name><surname>Chen</surname> <given-names>Z.-Y.</given-names></name>
<name><surname>Chang</surname> <given-names>R.-Z.</given-names></name>
<name><surname>Chen</surname> <given-names>X.-P.</given-names></name>
<etal/>
</person-group>. (<year>2024</year>a). 
<article-title>Immune dynamics shaping pre-metastatic and metastatic niches in liver metastases: from molecular mechanisms to therapeutic strategies</article-title>. <source>Mol. Cancer</source> <volume>23</volume>, <fpage>254</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12943-024-02171-z</pub-id>, PMID: <pub-id pub-id-type="pmid">39543660</pub-id>
</mixed-citation>
</ref>
<ref id="B123">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zhu</surname> <given-names>X.-D.</given-names></name>
<name><surname>Tang</surname> <given-names>Z.-Y.</given-names></name>
<name><surname>Sun</surname> <given-names>H.-C.</given-names></name>
</person-group> (<year>2020</year>). 
<article-title>Targeting angiogenesis for liver cancer: past, present, and future</article-title>. <source>Genes Dis.</source> <volume>7</volume>, <fpage>328</fpage>&#x2013;<lpage>335</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.gendis.2020.03.010</pub-id>, PMID: <pub-id pub-id-type="pmid">32884987</pub-id>
</mixed-citation>
</ref>
</ref-list>
<fn-group>
<fn id="n1" fn-type="custom" custom-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/145209">Maria Gazouli</ext-link>, National and Kapodistrian University of Athens, Greece</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/705598">Zhuang Yu</ext-link>, Qingdao University, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3271733">Fatemeh Mahmoudian</ext-link>, Semnan University of Medical Sciences and Health Services, Iran</p></fn>
</fn-group>
</back>
</article>