<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="review-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2025.1606684</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The gut microbiome in lung cancer: from pathogenesis to precision therapy</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Shi</surname>
<given-names>Miao</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/3027264/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Long-Fei</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2953479/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hu</surname>
<given-names>Wen-Tao</given-names>
</name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liang</surname>
<given-names>Zhi-Gang</given-names>
</name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2571291/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff><institution>Department of Thoracic Surgery, First Affiliated Hospital of Ningbo University</institution>, <addr-line>Ningbo</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/340446/overview">Jinbo Xiong</ext-link>, Ningbo University, China</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Joyeeta Talukdar, All India Institute of Medical Sciences, India</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1410387/overview">Dorota Pastuszak-Lewandoska</ext-link>, Medical University of Lodz, Poland</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Wen-Tao Hu, <email>34836674@qq.com</email>; Zhi-Gang Liang, <email>39908517@qq.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1606684</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>04</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Shi, Wang, Hu and Liang.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Shi, Wang, Hu and Liang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The gut microbiome has emerged as a key modulator of immune responses and treatment efficacy in oncology. Growing evidence links gut dysbiosis to resistance against immune checkpoint inhibitors (ICIs) in advanced cancers, prompting exploration of the gut-lung axis&#x2014;a bidirectional network connecting intestinal microbiota with pulmonary health. Given lung cancer&#x2019;s status as the leading cause of cancer mortality worldwide, understanding this axis holds significant therapeutic potential. This review synthesizes current knowledge on gut microbiota&#x2019;s role in lung cancer development, diagnosis, and treatment. We highlight microbial signatures predictive of disease and therapy response, discuss microbiota-targeted interventions (e.g., probiotics, Fecal Microbiota Transplantation), and elucidate mechanistic insights into microbial-immune crosstalk. Finally, we outline future directions for leveraging the gut microbiome in personalized lung cancer management.</p>
</abstract>
<kwd-group>
<kwd>gut microbiome</kwd>
<kwd>gut-lung axis</kwd>
<kwd>lung cancer</kwd>
<kwd>immunotherapy</kwd>
<kwd>microbial biomarkers</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="76"/>
<page-count count="8"/>
<word-count count="7399"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Systems Microbiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Lung cancer maintains its position as the leading cause of cancer-related mortality worldwide, accounting for approximately 2.2 million new cases and 1.8 million deaths annually (<xref ref-type="bibr" rid="ref58">Sung et al., 2021</xref>). Histologically, lung cancer is broadly classified into small cell lung carcinoma and non-small cell lung carcinoma (NSCLC), with the latter accounting for over 85% of all cases (<xref ref-type="bibr" rid="ref58">Sung et al., 2021</xref>). Globally, the most common histological subtypes of NSCLC are adenocarcinoma (40%) and squamous cell carcinoma (25%) (<xref ref-type="bibr" rid="ref56">Su et al., 2025</xref>). Smoking is a well-established risk factor for lung cancer, while other risk factors include lifestyle and environmental exposures such as biomass fuel exposure, occupational hazards, and air pollution (<xref ref-type="bibr" rid="ref30">Leiter et al., 2023</xref>). Additionally, genetic predisposition and gender are significant risk factors that cannot be overlooked (<xref ref-type="bibr" rid="ref21">Jemal et al., 2018</xref>). Despite therapeutic advancements including radiotherapy, chemotherapy, immunotherapy, and surgical interventions, clinical outcomes remain suboptimal, with persistently low survival rates and substantial treatment-related toxicities underscoring the urgent need for innovative approaches (<xref ref-type="bibr" rid="ref26">Lahiri et al., 2023</xref>). In this context, the conceptual framework of the &#x201C;gut-lung axis&#x201D; has gained considerable traction, proposing a sophisticated bidirectional communication network between intestinal microbiota and pulmonary physiology mediated through integrated immune, neural, and metabolic pathways. The gut microbiota exerts systemic immunomodulatory effects through microbial metabolite production and immune cell priming, while pulmonary inflammatory responses can reciprocally influence gut microbial ecology via circulating cytokines and neuroendocrine signals. This paradigm-shifting understanding of gut-lung crosstalk has catalyzed new research directions in lung cancer therapeutics, suggesting that targeted manipulation of gut microbial communities may offer a promising strategy to enhance treatment efficacy and reduce adverse effects.</p>
<p>The gut microbiome has emerged as a pivotal regulator in tumor immunology, with mounting evidence establishing its critical role in modulating host immune responses to cancer therapy. Particularly compelling is the association between gut dysbiosis and primary resistance to immune checkpoint blockade (ICB) across multiple advanced malignancies (<xref ref-type="bibr" rid="ref51">Simpson et al., 2023</xref>; <xref ref-type="bibr" rid="ref50">Shi et al., 2023</xref>; <xref ref-type="bibr" rid="ref53">Soularue et al., 2018</xref>). This relationship has been substantiated by extensive epidemiological investigations demonstrating that broad-spectrum antibiotic use, which disrupts gut microbial homeostasis, significantly impairs the clinical efficacy of anti-PD-1/PD-L1 antibodies in stage III/IV melanoma, as well as lung, renal, and bladder carcinomas (<xref ref-type="bibr" rid="ref48">Salgia et al., 2020</xref>; <xref ref-type="bibr" rid="ref47">Routy et al., 2023</xref>). Mechanistically, depletion of microbial diversity correlates with an immunologically &#x201C;cold&#x201D; tumor microenvironment characterized by insufficient cytotoxic T-cell infiltration. Emerging evidence suggests that strategic modulation of gut microbiota composition may potentiate antitumor immunity by enhancing T-cell activation and tumor cell phagocytosis, thereby opening novel therapeutic avenues for cancer management.</p>
<p>This review provides a comprehensive synthesis of contemporary research elucidating the multifaceted roles of gut microbiota in lung cancer pathogenesis, early detection, and therapeutic intervention. We will critically examine: (1) mechanistic insights into gut microbiome-mediated modulation of pulmonary tumor immunity; (2) microbial signatures associated with disease progression and treatment response; (3) current and emerging microbiota-targeted therapeutic strategies; and (4) future directions for translating these findings into clinical practice. By integrating cutting-edge research from microbiology, immunology, and oncology, this work aims to advance our understanding of the gut-lung axis and its therapeutic potential in lung cancer management.</p>
</sec>
<sec id="sec2">
<label>2</label>
<title>The gut-lung axis: microbial regulation of pulmonary immunity and disease pathogenesis</title>
<p>Accumulating evidence has established the gut microbiota as a critical modulator of pulmonary health through the gut-lung axis&#x2014;a sophisticated bidirectional communication network mediated by microbial metabolites, immune regulation, and neuroendocrine signaling (<xref ref-type="bibr" rid="ref20">Huh and Veiga-Fernandes, 2020</xref>; <xref ref-type="bibr" rid="ref5">Budden et al., 2017</xref>). In physiological conditions, commensal gut microbes maintain pulmonary immune homeostasis through multiple mechanisms: (1) production of immunomodulatory metabolites [e.g., short-chain fatty acids (SCFAs)] that enter systemic circulation and regulate lung immunity; (2) priming of dendritic cells and T cell populations that subsequently migrate to pulmonary tissues; and (3) maintenance of mucosal barrier integrity through tight junction protein modulation (<xref ref-type="bibr" rid="ref7">Chakradhar, 2017</xref>; <xref ref-type="bibr" rid="ref62">Wypych et al., 2019</xref>; <xref ref-type="bibr" rid="ref22">Jeyanathan et al., 2022</xref>; <xref ref-type="bibr" rid="ref35">Lin et al., 2025</xref>).</p>
<p>Disruption of gut microbial homeostasis precipitates a cascade of pathological events that compromise pulmonary defenses. Clinical studies have identified distinct gut microbiota signatures associated with specific respiratory diseases. The study found that children at high risk of asthma already exhibit dysbiosis of gut fungi, bacteria, and archaea before the onset of the disease (<xref ref-type="bibr" rid="ref4">Barcik et al., 2020</xref>). In progress of asthma development, early-life gut dysbiosis characterized by elevated <italic>Bacteroides</italic> spp. (particularly <italic>B. fragilis</italic>) and anaerobic species, coupled with reduced microbial &#x03B1;-diversity and depletion of immunoprotective taxa including <italic>Faecalibacterium prausnitzii</italic> (a major butyrate producer), <italic>Lachnospira</italic> spp. (SCFA-producing genera), <italic>Rothia mucilaginosa</italic> (nitrate reducer), and <italic>Veillonella parvula</italic> (immunomodulatory species), significantly increases asthma risk (<xref ref-type="bibr" rid="ref29">Lee-Sarwar et al., 2022</xref>; <xref ref-type="bibr" rid="ref9">Depner et al., 2020</xref>). In a murine asthma model, the gut microbiota metabolite p-cresol sulfate was found to selectively suppress chemokine CL20 production in pulmonary epithelial cells by decoupling EGFR and TLR4 signaling, thereby reducing dendritic cell activation and exerting a protective effect against airway inflammation (<xref ref-type="bibr" rid="ref61">Wypych et al., 2021</xref>).</p>
<p>In COPD patients, pro-inflammatory factors from the lungs migrate to the gastrointestinal tract via systemic circulation, promoting immune cell infiltration, epithelial barrier disruption, oxidative stress, hypoxia, and alterations in gut microbiota and metabolites. These intestinal impairments inhibit nutrient absorption, reduce antioxidant capacity, and weaken protective responses against pathogens and other environmental stimuli, thereby exacerbating COPD (<xref ref-type="bibr" rid="ref60">Wang et al., 2023</xref>). The COPD-associated gut microbiome demonstrates marked expansion of pro-inflammatory <italic>Muribaculaceae</italic> (mucin-degrading specialists), <italic>Desulfovibrionaceae</italic> (sulfate-reducing bacteria), and specific <italic>Lachnospiraceae</italic> strains, which correlate with enhanced systemic inflammation and disease severity (<xref ref-type="bibr" rid="ref6">Budden et al., 2024</xref>).</p>
<p>There is bidirectional immune crosstalk between pulmonary <italic>Mycobacterium tuberculosis</italic> and the gut microbiota. For instance, intestinal <italic>Helicobacter</italic> spp. infection can influence pulmonary <italic>M. tuberculosis</italic> infection and disease progression, while <italic>M. tuberculosis</italic> infection in the lungs may also alter the gut microbiota (<xref ref-type="bibr" rid="ref40">Naidoo et al., 2019</xref>). Pulmonary Tuberculosis patients exhibit significant gut microbiota remodeling with a 45% increase in Actinobacteria (particularly <italic>Bifidobacterium</italic> spp.), 32% elevation in Proteobacteria (including <italic>pathogenic Enterobacteriaceae</italic>), and 28% reduction in Bacteroidetes&#x2014;alterations associated with impaired IFN-&#x03B3; production and compromised macrophage function (<xref ref-type="bibr" rid="ref37">Luo et al., 2017</xref>). Concurrently, it was found that metabolites produced by pulmonary anaerobic bacteria (e.g., SCFAs) may modulate pulmonary immune responses and promote tuberculosis progression. Additionally, the loss of T-cell antigen epitopes in gut commensal non-tuberculous mycobacteria was shown to increase the risk of patient relapse (<xref ref-type="bibr" rid="ref40">Naidoo et al., 2019</xref>). Beyond the aforementioned diseases, the relationship between lung cancer and gut microbiota has emerged as a research hotspot in recent years.</p>
</sec>
<sec id="sec3">
<label>3</label>
<title>Alterations in gut microbiota composition and metabolic profile in lung cancer patients</title>
<p>Current research demonstrates that both intestinal and extraintestinal tumor development can induce significant pathological changes in the ileal mucosa, including mucosal atrophy and villous microvascular constriction mediated by sympathetic nervous system regulation of cholinergic signaling pathways. The onset of tumorigenesis triggers rapid secretion of REG3&#x03B3; from ileal epithelial cells, causing transient increases in intestinal barrier permeability that ultimately result in substantial and long-lasting microbial imbalance, predominantly characterized by overgrowth of Gram-positive Clostridium species (<xref ref-type="bibr" rid="ref67">Yonekura et al., 2022</xref>). Investigations into gut microbial diversity in lung cancer patients have yielded somewhat variable findings, yet the majority of studies indicate that both Shannon and Chao diversity indices in these patients remain largely comparable to those observed in healthy controls, suggesting minimal differences in overall microbial richness and diversity between the two groups (<xref ref-type="bibr" rid="ref71">Zheng et al., 2020</xref>; <xref ref-type="bibr" rid="ref33">Lim et al., 2021</xref>; <xref ref-type="bibr" rid="ref70">Zhao et al., 2021</xref>; <xref ref-type="bibr" rid="ref44">Qian et al., 2022</xref>).</p>
<p>Notwithstanding the preserved overall microbial diversity, lung cancer patients exhibit profound alterations in specific microbial taxa across multiple taxonomic levels. Examination at the family taxonomic rank reveals marked increases in <italic>Ruminococcus</italic>, <italic>Enterobacteriaceae</italic>, and <italic>Lachnospiraceae</italic> within the fecal microbiota of lung cancer patients, contrasted by significant depletion of beneficial genera including <italic>Faecalibacterium</italic> spp.<italic>, Streptococcus</italic> spp.<italic>, Bifidobacterium</italic> spp.<italic>, and Veillonella</italic> spp. (<xref ref-type="bibr" rid="ref71">Zheng et al., 2020</xref>). These compositional changes extend to the genus level, where lung cancer patients demonstrate selective enrichment of unclassified genera within <italic>Enterobacteriaceae</italic> and <italic>Lachnospiraceae</italic> families as well as <italic>Ruminococcus</italic> spp. species, while experiencing notable decreases in the relative abundance of health-associated genera such as <italic>Faecalibacterium</italic> spp.<italic>, Streptococcus</italic> spp.<italic>, Bifidobacterium</italic> spp.<italic>, and Veillonella</italic> spp. (<xref ref-type="bibr" rid="ref71">Zheng et al., 2020</xref>). Some studies comparing sequencing data from fecal samples of 41 lung cancer patients and 40 healthy volunteers found that at the genus level, the abundances of <italic>Actinomyces</italic> spp., <italic>Veillonella</italic> spp., <italic>Megasphaera</italic> spp., <italic>Enterococcus</italic> spp., and <italic>Clostridium</italic> spp. were higher in lung cancer patients than in healthy volunteers (<xref ref-type="bibr" rid="ref70">Zhao et al., 2021</xref>). In NSCLC patients, fecal samples showed decreased abundances of Actinobacteria and Proteobacteria, while Firmicutes and Bacteroidetes were increased (<xref ref-type="bibr" rid="ref44">Qian et al., 2022</xref>). Additionally, NSCLC patients exhibited significantly higher abundances of <italic>Prevotella</italic> spp., <italic>Roseburia</italic> spp., and <italic>Gemmiger</italic> spp. (<xref ref-type="bibr" rid="ref44">Qian et al., 2022</xref>). In fecal samples from patients newly diagnosed with metastatic NSCLC and lacking driver gene mutations (e.g., epidermal growth factor receptor, anaplastic lymphoma kinase, receptor tyrosine kinase), the top 10 most abundant genera were <italic>Blautia</italic> spp.<italic>, Streptococcus</italic> spp.<italic>, Faecalibacterium</italic> spp.<italic>, Collinsella</italic> spp.<italic>, Bacteroides</italic> spp.<italic>, Dorea</italic> spp.<italic>, Eubacterium hallii</italic> spp.<italic>, Romboutsia</italic> spp.<italic>, Lactobacillus</italic> spp. and <italic>Subdoligranulum</italic> spp. (<xref ref-type="bibr" rid="ref32">Li et al., 2024</xref>).</p>
<p>In parallel with these microbial disturbances, lung cancer patients display significant perturbations in their gut metabolic profiles. Under normal physiological conditions, dietary carbohydrates metabolized by gut microbiota lead to increased production of SCFAs, which play crucial roles in modulating pulmonary immune responses (<xref ref-type="bibr" rid="ref71">Zheng et al., 2020</xref>). Of particular importance, Firmicutes and Actinobacteria phyla serve as major contributors to colonic SCFA generation, exerting regulatory effects on inflammatory processes and tumor development in both experimental models and human subjects. The characteristic reduction in Firmicutes/Bacteroidetes ratio observed in lung cancer patients likely contributes to diminished circulating SCFA levels, with consequent impacts on systemic immune function and inflammatory regulation (<xref ref-type="bibr" rid="ref71">Zheng et al., 2020</xref>). The metabolic imbalance in these patients is further complicated by increased lactate accumulation coupled with SCFA depletion, creating an environment that favors <italic>Candida</italic> proliferation by providing lactate as an alternative energy source, thereby predisposing to fungal infections (<xref ref-type="bibr" rid="ref49">Seelbinder et al., 2023</xref>). Additionally, enhanced biosynthetic capacity for lipopolysaccharides within the gut microbial community has been mechanistically linked to the development of cancer-associated cachexia in lung cancer patients (<xref ref-type="bibr" rid="ref42">Ni et al., 2021</xref>). The gut microbiome in NSCLC patients was found to be involved in sporulation and thiamine metabolism (<xref ref-type="bibr" rid="ref44">Qian et al., 2022</xref>).</p>
</sec>
<sec id="sec4">
<label>4</label>
<title>Therapeutic potential of gut microbiota in lung cancer management</title>
<sec id="sec5">
<label>4.1</label>
<title>Microbial biomarkers for early lung cancer detection</title>
<p>A pivotal case&#x2013;control study investigating gut microbiome signatures for early lung cancer detection analyzed the fecal microbiota of 42 treatment-na&#x00EF;ve early-stage lung cancer patients compared with 65 healthy controls. The research revealed distinct microbial alterations in cancer patients, characterized by significant enrichment of Bacteroidetes and Proteobacteria phyla alongside marked depletion of Firmicutes and Actinobacteria species. Through sophisticated bioinformatics analysis, the study identified a panel of 13 high-specificity microbial biomarkers that demonstrated remarkable diagnostic potential. To translate these findings into clinical practice, the researchers developed a novel Patient Discrimination Index (PDI) algorithm, which achieved outstanding diagnostic performance with an area under the curve (AUC) of 92.4% in the discovery cohort and maintained robust predictive accuracy (AUC&#x202F;=&#x202F;67.7%) in the independent validation cohort (<xref ref-type="bibr" rid="ref71">Zheng et al., 2020</xref>). This groundbreaking work establishes the foundation for non-invasive, microbiome-based early detection strategies in lung cancer.</p>
</sec>
<sec id="sec6">
<label>4.2</label>
<title>Predicting immunotherapy response through gut microbiota profiling</title>
<p>Accumulating clinical evidence underscores the critical role of gut microbiota composition in determining immunotherapy outcomes for lung cancer patients. Comprehensive analyses demonstrate that baseline gut microbiome characteristics strongly correlate with initial response to immune checkpoint inhibitors (ICIs) during the critical first 6 months of treatment (<xref ref-type="bibr" rid="ref19">Gopalakrishnan et al., 2018</xref>). A study involving 74 patients with advanced EGFR-mutated NSCLC found that antibiotic use attenuated the efficacy of immunotherapy in these patients, whereas probiotic administration showed no significant impact on treatment outcomes. Furthermore, two dynamic patterns of gut microbiota during immunotherapy were identified: U-shaped and inverted U-shaped trajectories. In the U-shaped pattern, the relative abundance of gut microbiota decreased from baseline to treatment response, followed by an increase from response to disease progression. Conversely, the inverted U-shaped pattern exhibited an initial increase in relative abundance from baseline to treatment response, subsequently declining from response to progression. Significant correlations were observed between gut microbiota/metabolites and immunotherapy response (<xref ref-type="bibr" rid="ref38">Luo et al., 2024</xref>). Key findings include the striking association between <italic>Akkermansia muciniphila</italic> colonization and superior clinical responses, likely mediated through IL-12-dependent enhancement of anti-tumor immunity (<xref ref-type="bibr" rid="ref25">Kaiser, 2017</xref>). Furthermore, patients harboring diverse gut microbial communities and enriched populations of <italic>Faecalibacterium</italic> spp. and <italic>Clostridiales</italic> consistently demonstrate improved outcomes with PD-1 inhibitor therapy (<xref ref-type="bibr" rid="ref25">Kaiser, 2017</xref>). A study analyzing lung cancer patients treated with ICIs revealed distinct baseline gut microbial compositions in advanced patients who derived long-term clinical benefits from ICIs, compared to those with acquired resistance or severe immune-related adverse events (irAEs). Metabolomic profiling demonstrated significantly higher levels of acetate and butyrate in the benefit group versus the resistance group. Patients with elevated acetate, propionate, and butyrate exhibited significantly prolonged progression-free survival (<xref ref-type="bibr" rid="ref36">Liu et al., 2024</xref>).</p>
<p>A landmark metagenomic study of 245 NSCLC patients employed advanced network analysis to identify two clinically relevant species interaction groups (SIGs): SIG1 (37 species) associated with poor ICI response and SIG2 (45 species) predictive of favorable outcomes. By integrating the SIG1/SIG2 ratio with <italic>Akkermansia muciniphila</italic> abundance, the researchers developed a sophisticated topological scoring system (TOPOSCORE) that accurately predicts individual patient responses to immunotherapy (<xref ref-type="bibr" rid="ref10">Derosa et al., 2024</xref>). These findings provide a robust framework for personalized treatment selection based on microbial profiling. A multi-omics analysis of fecal microbiota and metabolites was conducted in 303 cancer patients receiving anti-PD-1/PD-L1 immunotherapy, integrated with data from four public metagenomic datasets (568 patients). The study identified five gut microbial enterotypes closely associated with treatment response. Each enterotype demonstrated distinct bacterial compositions and unique metabolic profiles. These enterotypes and their associated metabolites may serve as predictive biomarkers for immunotherapy response (<xref ref-type="bibr" rid="ref74">Zhu et al., 2025</xref>).</p>
</sec>
<sec id="sec7">
<label>4.3</label>
<title>Microbiome-mediated modulation of drug efficacy</title>
<p>The gut microbiome exerts profound influence on anti-tumor drug responses through multifaceted immunomodulatory mechanisms. Beneficial commensals including <italic>Lachnospiraceae, Ruminococcaceae, Faecalibacterium</italic> spp., <italic>Akkermansia</italic> spp.<italic>, and Bifidobacterium</italic> spp. species enhance treatment efficacy through several synergistic pathways: production of immunostimulatory metabolites (SCFAs, L-arginine, inosine, tryptophan); expression of molecular patterns that activate dendritic cells; and induction of TH1-polarized immune responses via IL-12 and type I interferon signaling (<xref ref-type="bibr" rid="ref36">Liu et al., 2024</xref>). Several studies have demonstrated that probiotic use is associated with improved overall survival and progression-free survival in NSCLC patients (<xref ref-type="bibr" rid="ref69">Zhang and Xu, 2023</xref>). Antibiotic use may negatively impact prognosis and treatment efficacy in lung cancer patients by altering gut microbiota composition and reducing beneficial bacteria. Multiple retrospective studies have shown that antibiotic exposure correlates with reduced immunotherapy efficacy and poorer prognosis (<xref ref-type="bibr" rid="ref68">Zhang et al., 2021</xref>). Research indicates that gut microbiota diversity is closely linked to NSCLC patient outcomes, with higher diversity associated with better prognosis. Specific bacterial species, such as <italic>Akkermansia muciniphila</italic> and <italic>Ruminococcaceae</italic>, have been associated with favorable outcomes in NSCLC patients (<xref ref-type="bibr" rid="ref8">Del Giudice et al., 2024</xref>). Clinical observations reveal that antibiotic administration prior to ICI therapy dramatically reduces median overall survival from 15.3 to 8.3&#x202F;months (<xref ref-type="bibr" rid="ref46">Routy et al., 2018</xref>), while specific microbial taxa demonstrate remarkable therapeutic associations. Bifidobacterium species potentiate PD-1 blockade efficacy by activating antigen-presenting cells (<xref ref-type="bibr" rid="ref52">Sivan et al., 2015</xref>), and butyrate-producing microbes (<italic>Faecalibacterium</italic> spp.<italic>, Roseburia</italic> spp.<italic>, Anaerobutyricum</italic> spp.) significantly improve outcomes through acetyl-CoA-mediated metabolic programming (<xref ref-type="bibr" rid="ref36">Liu et al., 2024</xref>). These findings are further supported by compelling preclinical evidence showing that fecal microbiota transplantation (FMT) from responding patients can transfer therapeutic responsiveness to germ-free mice (<xref ref-type="bibr" rid="ref46">Routy et al., 2018</xref>).</p>
</sec>
<sec id="sec8">
<label>4.4</label>
<title>Microbiota-targeted therapeutic interventions</title>
<p>Innovative microbiome-modulating strategies are emerging as promising adjuncts to conventional lung cancer therapies. Current approaches for gut microbiome modulation primarily include interventions such as probiotics, prebiotics, FMT, and lifestyle modifications. In recent years, clinical trials have evaluated the efficacy of these microbiome-targeted interventions, particularly in combination with ICIs, providing both biological rationale and clinical feasibility for gut microbiome modulation as a strategy to enhance cancer treatment response (<xref ref-type="bibr" rid="ref14">Elkrief et al., 2025</xref>). Emerging evidence suggests that specific probiotic supplementation may serve as an &#x201C;adjuvant&#x201D; for immunotherapy. For instance, probiotic formulations containing <italic>Bifidobacterium</italic> and <italic>Clostridium butyricum</italic> have demonstrated the ability to enhance ICI efficacy across multiple studies, improving treatment response rates by 10&#x2013;15%. These probiotics exert their beneficial effects through multiple mechanisms, including immune balance regulation, intestinal barrier enhancement, and production of beneficial metabolites (<xref ref-type="bibr" rid="ref24">Jin et al., 2025</xref>). Clinical data demonstrate that probiotic supplementation with <italic>Clostridium butyricum</italic> MIYAIRI 588 significantly extends both progression-free and overall survival in advanced NSCLC patients receiving immunotherapy (<xref ref-type="bibr" rid="ref59">Tomita et al., 2020</xref>). Preclinical models reveal that probiotic co-administration enhances gefitinib&#x2019;s anti-tumor activity while antibiotic use abrogates its therapeutic effects (<xref ref-type="bibr" rid="ref23">Jiang et al., 2024</xref>). Cutting-edge research on postbiotic formulations (e.g., MS-20) demonstrates synergistic effects with PD-1 blockade, significantly enhancing CD8&#x202F;+&#x202F;T cell infiltration and tumor control (<xref ref-type="bibr" rid="ref27">Lee et al., 2024</xref>).</p>
<p>FMT refers to the process of transplanting functional gut microbiota from healthy donors into recipients&#x2019; intestines. The donor microbiota is processed into suspensions or capsules using an intelligent intestinal processing system, with the goal of reconstructing a functionally normal gut microbiome in patients. This restoration enhances both intestinal and systemic immunity, thereby treating intestinal and extraintestinal diseases (<xref ref-type="bibr" rid="ref2">Allegretti et al., 2019</xref>). FMT from immunotherapy responders to non-responders has shown remarkable capacity to restore treatment sensitivity in both clinical observations and experimental models (<xref ref-type="bibr" rid="ref18">Gharaibeh and Jobin, 2019</xref>; <xref ref-type="bibr" rid="ref76">Zitvogel et al., 2016</xref>; <xref ref-type="bibr" rid="ref12">Drew, 2024</xref>).</p>
<p>Research has demonstrated that dietary interventions can reshape gut microbiota composition, thereby influencing immunotherapy efficacy. A plant-based diet promotes the growth of beneficial bacterial communities and enhances microbial diversity: whole grains and legumes provide prebiotics that stimulate the proliferation of beneficial bacteria such as Bifidobacterium; polyphenols in fresh fruits and vegetables exhibit anti-inflammatory and immunomodulatory effects; and fermented foods serve as excellent natural sources of probiotics. In contrast, animal-based diets (e.g., meat, eggs, and dairy products) may reduce beneficial microbiota and negatively impact the effectiveness of ICIs. Western diets high in fat and sugar may foster microbiota profiles unfavorable for immunotherapy and should be consumed in moderation (<xref ref-type="bibr" rid="ref24">Jin et al., 2025</xref>; <xref ref-type="bibr" rid="ref66">Yannakoulia and Scarmeas, 2024</xref>; <xref ref-type="bibr" rid="ref3">Allen, 2025</xref>; <xref ref-type="bibr" rid="ref1">Abdeen et al., 2025</xref>). A study by MD Anderson Cancer Center revealed that increased dietary fiber intake improves response to immunotherapy, with the high-fiber diet group achieving an objective response rate (ORR) of 77%, compared to just 29% in the control group (<xref ref-type="bibr" rid="ref54">Spencer et al., 2021</xref>). These advances underscore the transformative potential of microbiota-targeted approaches in precision oncology.</p>
</sec>
</sec>
<sec id="sec9">
<label>5</label>
<title>Mechanistic insights into gut microbiota-mediated regulation of lung cancer pathogenesis and therapeutic response</title>
<p>The intricate mechanisms through which gut microbiota influence lung cancer pathogenesis and treatment outcomes encompass a multifaceted network of immunological, metabolic, and microbial interactions. Emerging evidence highlights three primary mechanistic pathways: (1) systemic immune modulation through microbial antigen recognition and cytokine signaling, (2) bacterial metabolite-mediated regulation of host metabolism and epigenetic modifications, and (3) microbiome-dependent modulation of inflammatory cascades that shape the tumor microenvironment (<xref ref-type="bibr" rid="ref73">Zhu et al., 2023</xref>; <xref ref-type="bibr" rid="ref16">Fluckiger et al., 2020</xref>; <xref ref-type="bibr" rid="ref15">Fidelle et al., 2023</xref>). These interconnected pathways collectively impact lung cancer initiation, progression, therapeutic response, and long-term prognosis. Research conducted on Lewis lung carcinoma mouse models revealed that compared to the cisplatin-only treatment group, mice receiving combined antibiotics (vancomycin, ampicillin, neomycin) to disrupt gut homeostasis exhibited larger tumors and shorter survival periods. Conversely, the probiotic (<italic>Lactobacillus</italic> spp.)-supplemented group showed smaller tumors and prolonged survival. Mechanistic investigations further demonstrated that antibiotic treatment upregulated vascular endothelial growth factor A (VEGFA) expression while downregulating BAX and CDKN1B expression, consequently attenuating cisplatin&#x2019;s antitumor efficacy (<xref ref-type="bibr" rid="ref73">Zhu et al., 2023</xref>; <xref ref-type="bibr" rid="ref45">Qiu et al., 2020</xref>).</p>
<p>Notable mechanistic findings include the identification of <italic>Enterococcus</italic> spp. phage TMP sequences in fecal samples as predictive biomarkers for favorable immunotherapy outcomes, likely through molecular mimicry between TMP epitopes and the tumor-associated antigen GPD1-L that enhances anti-tumor immune recognition (<xref ref-type="bibr" rid="ref16">Fluckiger et al., 2020</xref>; <xref ref-type="bibr" rid="ref32">Li et al., 2024</xref>). Another significant discovery involves <italic>Enterocloster</italic> species-mediated regulation of gut-tumor immune cell trafficking, where microbial modulation of bile acid metabolism leads to downregulation of mucosal addressin cell adhesion molecule-1 (MAdCAM-1) expression in the ileum. This reduction in MAdCAM-1 decreases gut retention of immunosuppressive &#x03B1;4&#x03B2;7&#x202F;+&#x202F;CD4&#x202F;+&#x202F;regulatory T cells (Treg17), promoting their migration to tumor sites and consequently influencing PD-1 immunotherapy efficacy (<xref ref-type="bibr" rid="ref15">Fidelle et al., 2023</xref>). The segmented filamentous bacteria in the gut microbiota can induce the differentiation of Th17 cells, which play a critical role in intestinal immune defense against extracellular pathogens. Conversely, <italic>Clostridium</italic> spp. promote the differentiation of intestinal Treg cells, essential for maintaining immune tolerance and preventing autoimmune responses (<xref ref-type="bibr" rid="ref64">Yang et al., 2025</xref>). Through their antigens and metabolites, gut microbes interact with immune cells such as dendritic cells, macrophages, and T cells in the intestine, thereby enhancing the generation and function of regulatory T cells (Treg). Treg cells maintain immune tolerance by secreting anti-inflammatory cytokines that suppress inflammatory responses, thereby preventing attacks on self-tissues and harmless substances (<xref ref-type="bibr" rid="ref72">Zhou et al., 2025</xref>).</p>
<p>Certain beneficial gut microbiota exhibit protective effects against the initiation and progression of lung cancer. Particularly intriguing is the multifaceted role of <italic>Akkermansia muciniphila</italic> in lung cancer biology. Beyond its well-documented gut microbiota-modulating effects, <italic>Akkermansia muciniphila</italic> demonstrates the remarkable ability to translocate systemically and colonize lung tumor tissues, where it restructures the intratumoral microbial ecosystem. More importantly, <italic>Akkermansia muciniphila</italic> exerts profound metabolic reprogramming effects within the tumor microenvironment through modulation of key metabolic enzymes and metabolites. By selectively inhibiting glucose, glutamine, purine, and pyrimidine metabolic pathways in malignant cells, <italic>Akkermansia muciniphila</italic> creates a metabolically unfavorable niche that suppresses tumor growth while potentially enhancing treatment sensitivity. The positive correlation between intestinal <italic>Akkermansia muciniphila</italic> and intratumoral microbes suggests potential translocation of gut bacteria to tumor tissues, thereby influencing the tumor microenvironment. Studies reveal that intestinal <italic>Akkermansia muciniphila</italic> is associated with an enriched consortium of commensal bacteria, including <italic>Eubacterium hallii</italic> and <italic>Bifidobacterium adolescentis</italic> (<xref ref-type="bibr" rid="ref73">Zhu et al., 2023</xref>; <xref ref-type="bibr" rid="ref75">Zhu et al., 2024</xref>). Notably, murine model experiments demonstrate that viable <italic>Akkermansia muciniphila</italic> significantly suppresses tumor growth in Lewis lung carcinoma models. Mechanistically, <italic>Akkermansia muciniphila</italic> restores exhausted CD8<sup>+</sup>T cells to cytotoxic subsets, potently activating CD8<sup>+</sup>T cells and synergistically enhancing the efficacy of anti-PD-1 therapy (<xref ref-type="bibr" rid="ref11">Derosa et al., 2022</xref>). These findings collectively underscore the sophisticated and multi-layered mechanisms through which gut microbiota influence lung cancer biology, offering novel targets for therapeutic intervention and biomarkers for treatment response prediction.</p>
</sec>
<sec sec-type="discussion" id="sec10">
<label>6</label>
<title>Discussion</title>
<p>The gut microbiome is increasingly recognized as a key modulator of lung cancer progression and treatment response through the gut-lung axis (<xref ref-type="bibr" rid="ref55">Stevens et al., 2025</xref>). Research has revealed that alterations in gut microbiota can serve as predictive biomarkers for early-stage lung cancer development and simultaneously modulate the efficacy of immunotherapy (<xref ref-type="bibr" rid="ref71">Zheng et al., 2020</xref>; <xref ref-type="bibr" rid="ref19">Gopalakrishnan et al., 2018</xref>). Current studies have demonstrated that targeted modulation of gut microbiota can significantly influence therapeutic outcomes in lung cancer patients (<xref ref-type="bibr" rid="ref14">Elkrief et al., 2025</xref>).</p>
<p>Emerging research continues to unravel the complex mechanisms by which gut microbes influence tumor immunity and drug efficacy (<xref ref-type="bibr" rid="ref73">Zhu et al., 2023</xref>; <xref ref-type="bibr" rid="ref16">Fluckiger et al., 2020</xref>; <xref ref-type="bibr" rid="ref15">Fidelle et al., 2023</xref>). The primary mechanism involves gut microbiota metabolites influencing lung cancer treatment efficacy. Compared to healthy individuals, lung cancer patients exhibit significant alterations in cellular metabolic pathways, suggesting gut microbiota&#x2019;s potential in modulating metabolism to suppress tumor growth. Specifically, lung cancer patients show enhanced metabolic activity in: antigen processing, steroid biosynthesis, ubiquitin-mediated protein degradation, transcription factor-related protein activity, bile acid secretion, and mitochondrial fatty acid elongation. Conversely, reduced activity is observed in: bacterial motility proteins, chemotaxis behaviors, flavonoid/flavonol biosynthesis, apoptosis regulation, and G protein-coupled receptor signaling pathways (<xref ref-type="bibr" rid="ref44">Qian et al., 2022</xref>; <xref ref-type="bibr" rid="ref36">Liu et al., 2024</xref>; <xref ref-type="bibr" rid="ref73">Zhu et al., 2023</xref>; <xref ref-type="bibr" rid="ref65">Yang et al., 2023</xref>).</p>
<p>Additionally, gut microbes and their metabolites regulate host immunity by modulating immune cell migration, activation and function. Studies reveal that gut microbiota and their products locally influence intestinal immunity, causing dysregulation of immune cells and factors, which subsequently affects pulmonary immunity via lymphatic and circulatory systems. Toll-like receptors (TLRs) interacting directly with gut lumen are present not only in intestinal epithelial cells but also in lamina propria immune cells. Microbial products entering the mucosa are phagocytosed and transported by antigen-presenting cells to mesenteric lymph nodes, activating T/B cells. These activated cells then migrate back to lungs via lymphatic/hematogenous circulation, either directly targeting cells or further stimulating other immune components (<xref ref-type="bibr" rid="ref24">Jin et al., 2025</xref>; <xref ref-type="bibr" rid="ref64">Yang et al., 2025</xref>; <xref ref-type="bibr" rid="ref17">Fofanova et al., 2024</xref>; <xref ref-type="bibr" rid="ref13">Edwards and Brockmann, 2025</xref>).</p>
<p>The gut microbiota has garnered significant attention as a potential adjuvant target for lung cancer therapy. Modulating gut microbial communities to regulate host immune responses and enhance chemotherapy or immunotherapy efficacy has emerged as a novel strategy in precision oncology. Multiple studies demonstrate a strong correlation between gut microbiome composition and the effectiveness of ICIs (<xref ref-type="bibr" rid="ref36">Liu et al., 2024</xref>; <xref ref-type="bibr" rid="ref34">Lin et al., 2025</xref>; <xref ref-type="bibr" rid="ref28">Lee et al., 2022</xref>). For instance, gut microbiota enriched with <italic>Akkermansia muciniphila</italic> and <italic>Bifidobacterium longum</italic> promotes CD8<sup>+</sup>T cell infiltration into the tumor microenvironment, thereby potentiating the anti-tumor effects of PD-1/PD-L1 inhibitors (<xref ref-type="bibr" rid="ref75">Zhu et al., 2024</xref>; <xref ref-type="bibr" rid="ref63">Yan et al., 2023</xref>; <xref ref-type="bibr" rid="ref41">Nan et al., 2025</xref>). Furthermore, microbial metabolites like SCFAs indirectly influence lung cancer progression by regulating Tregs and dendritic cell functions (<xref ref-type="bibr" rid="ref39">Ma et al., 2024</xref>; <xref ref-type="bibr" rid="ref31">Li et al., 2025</xref>). Preclinical studies support gut microbiome interventions - including probiotics, prebiotics, or FMT - to improve therapeutic outcomes (<xref ref-type="bibr" rid="ref43">Nobels et al., 2025</xref>). Mouse models show oral probiotics (e.g., <italic>Lactobacillus</italic> spp.) can mitigate chemotherapy-induced intestinal mucosal damage while enhancing anti-tumor immunity (<xref ref-type="bibr" rid="ref57">Sun et al., 2025</xref>). FMT trials have also demonstrated that transferring gut microbiota from ICI responders to non-responders can partially restore treatment sensitivity (<xref ref-type="bibr" rid="ref18">Gharaibeh and Jobin, 2019</xref>; <xref ref-type="bibr" rid="ref76">Zitvogel et al., 2016</xref>; <xref ref-type="bibr" rid="ref12">Drew, 2024</xref>). However, clinical translation faces challenges including interindividual variability in microbiome responses, long-term safety concerns, and lack of standardized protocols. Future research should integrate multi-omics approaches (e.g., metagenomics, metabolomics) to identify key microbial species and mechanisms, alongside randomized controlled trials to validate clinical benefits of these interventions.</p>
<p>Key future directions include developing microbiome-based diagnostic tools and targeted modulation strategies to enhance treatment outcomes. Precision approaches like next-generation probiotics and optimized FMT show particular promise for improving immunotherapy responses. However, challenges remain in standardizing methodologies and establishing causal relationships through rigorous clinical studies. As this field advances, integrating microbiome profiling with other omics data will enable more personalized treatment strategies. The coming years will likely see these scientific insights translated into clinical applications, potentially transforming lung cancer management through microbiome-informed approaches.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="sec11">
<title>Author contributions</title>
<p>MS: Conceptualization, Data curation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. L-FW: Formal analysis, Writing &#x2013; review &#x0026; editing. W-TH: Supervision, Writing &#x2013; review &#x0026; editing. Z-GL: Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec12">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="sec13">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec14">
<title>Generative AI statement</title>
<p>The authors declare that no Gen AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec15">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="ref1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abdeen</surname><given-names>S. K.</given-names></name> <name><surname>Mastandrea</surname><given-names>I.</given-names></name> <name><surname>Stinchcombe</surname><given-names>N.</given-names></name> <name><surname>Puschhof</surname><given-names>J.</given-names></name> <name><surname>Elinav</surname><given-names>E.</given-names></name></person-group> (<year>2025</year>). <article-title>Diet-microbiome interactions in cancer</article-title>. <source>Cancer Cell</source> <volume>43</volume>, <fpage>680</fpage>&#x2013;<lpage>707</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ccell.2025.03.013</pub-id>, PMID: <pub-id pub-id-type="pmid">40185096</pub-id></citation></ref>
<ref id="ref2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Allegretti</surname><given-names>J. R.</given-names></name> <name><surname>Mullish</surname><given-names>B. H.</given-names></name> <name><surname>Kelly</surname><given-names>C.</given-names></name> <name><surname>Fischer</surname><given-names>M.</given-names></name></person-group> (<year>2019</year>). <article-title>The evolution of the use of faecal microbiota transplantation and emerging therapeutic indications</article-title>. <source>Lancet</source> <volume>394</volume>, <fpage>420</fpage>&#x2013;<lpage>431</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(19)31266-8</pub-id>, PMID: <pub-id pub-id-type="pmid">31379333</pub-id></citation></ref>
<ref id="ref3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Allen</surname><given-names>L. H.</given-names></name></person-group> (<year>2025</year>). <article-title>Micronutrients - Assessment, Requirements, Deficiencies, and Interventions</article-title>. <source>N. Engl. J. Med.</source> <volume>392</volume>, <fpage>1006</fpage>&#x2013;<lpage>1016</lpage>. doi: <pub-id pub-id-type="doi">10.1056/NEJMra2314150</pub-id>, PMID: <pub-id pub-id-type="pmid">40043238</pub-id></citation></ref>
<ref id="ref4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barcik</surname><given-names>W.</given-names></name> <name><surname>Boutin</surname><given-names>R. C. T.</given-names></name> <name><surname>Sokolowska</surname><given-names>M.</given-names></name> <name><surname>Finlay</surname><given-names>B. B.</given-names></name></person-group> (<year>2020</year>). <article-title>The role of lung and gut microbiota in the pathology of asthma</article-title>. <source>Immunity</source> <volume>52</volume>, <fpage>241</fpage>&#x2013;<lpage>255</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.immuni.2020.01.007</pub-id>, PMID: <pub-id pub-id-type="pmid">32075727</pub-id></citation></ref>
<ref id="ref5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Budden</surname><given-names>K. F.</given-names></name> <name><surname>Gellatly</surname><given-names>S. L.</given-names></name> <name><surname>Wood</surname><given-names>D. L.</given-names></name> <name><surname>Cooper</surname><given-names>M. A.</given-names></name> <name><surname>Morrison</surname><given-names>M.</given-names></name> <name><surname>Hugenholtz</surname><given-names>P.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Emerging pathogenic links between microbiota and the gut-lung axis</article-title>. <source>Nat. Rev. Microbiol.</source> <volume>15</volume>, <fpage>55</fpage>&#x2013;<lpage>63</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nrmicro.2016.142</pub-id>, PMID: <pub-id pub-id-type="pmid">27694885</pub-id></citation></ref>
<ref id="ref6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Budden</surname><given-names>K. F.</given-names></name> <name><surname>Shukla</surname><given-names>S. D.</given-names></name> <name><surname>Bowerman</surname><given-names>K. L.</given-names></name> <name><surname>Vaughan</surname><given-names>A.</given-names></name> <name><surname>Gellatly</surname><given-names>S. L.</given-names></name> <name><surname>Wood</surname><given-names>D. L. A.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Faecal microbial transfer and complex carbohydrates mediate protection against COPD</article-title>. <source>Gut</source> <volume>73</volume>, <fpage>751</fpage>&#x2013;<lpage>769</lpage>. doi: <pub-id pub-id-type="doi">10.1136/gutjnl-2023-330521</pub-id>, PMID: <pub-id pub-id-type="pmid">38331563</pub-id></citation></ref>
<ref id="ref7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chakradhar</surname><given-names>S.</given-names></name></person-group> (<year>2017</year>). <article-title>A curious connection: teasing apart the link between gut microbes and lung disease</article-title>. <source>Nat. Med.</source> <volume>23</volume>, <fpage>402</fpage>&#x2013;<lpage>404</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nm0417-402</pub-id>, PMID: <pub-id pub-id-type="pmid">28388607</pub-id></citation></ref>
<ref id="ref8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Del Giudice</surname><given-names>T.</given-names></name> <name><surname>Staropoli</surname><given-names>N.</given-names></name> <name><surname>Tassone</surname><given-names>P.</given-names></name> <name><surname>Tagliaferri</surname><given-names>P.</given-names></name> <name><surname>Barbieri</surname><given-names>V.</given-names></name></person-group> (<year>2024</year>). <article-title>Gut microbiota are a novel source of biomarkers for immunotherapy in non-small-cell lung Cancer (NSCLC)</article-title>. <source>Cancers (Basel)</source> <volume>16</volume>:<fpage>1806</fpage>. doi: <pub-id pub-id-type="doi">10.3390/cancers16101806</pub-id>, PMID: <pub-id pub-id-type="pmid">38791885</pub-id></citation></ref>
<ref id="ref9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Depner</surname><given-names>M.</given-names></name> <name><surname>Taft</surname><given-names>D. H.</given-names></name> <name><surname>Kirjavainen</surname><given-names>P. V.</given-names></name> <name><surname>Kalanetra</surname><given-names>K. M.</given-names></name> <name><surname>Karvonen</surname><given-names>A. M.</given-names></name> <name><surname>Peschel</surname><given-names>S.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Maturation of the gut microbiome during the first year of life contributes to the protective farm effect on childhood asthma</article-title>. <source>Nat. Med.</source> <volume>26</volume>, <fpage>1766</fpage>&#x2013;<lpage>1775</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41591-020-1095-x</pub-id>, PMID: <pub-id pub-id-type="pmid">33139948</pub-id></citation></ref>
<ref id="ref10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Derosa</surname><given-names>L.</given-names></name> <name><surname>Iebba</surname><given-names>V.</given-names></name> <name><surname>Silva</surname><given-names>C. A. C.</given-names></name> <name><surname>Piccinno</surname><given-names>G.</given-names></name> <name><surname>Wu</surname><given-names>G.</given-names></name> <name><surname>Lordello</surname><given-names>L.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Custom scoring based on ecological topology of gut microbiota associated with cancer immunotherapy outcome</article-title>. <source>Cell</source> <volume>187</volume>, <fpage>3373</fpage>&#x2013;<lpage>89.e16</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cell.2024.05.029</pub-id>, PMID: <pub-id pub-id-type="pmid">38906102</pub-id></citation></ref>
<ref id="ref11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Derosa</surname><given-names>L.</given-names></name> <name><surname>Routy</surname><given-names>B.</given-names></name> <name><surname>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 <italic>Akkermansia muciniphila</italic> 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: <pub-id pub-id-type="doi">10.1038/s41591-021-01655-5</pub-id>, PMID: <pub-id pub-id-type="pmid">35115705</pub-id></citation></ref>
<ref id="ref12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Drew</surname><given-names>L.</given-names></name></person-group> (<year>2024</year>). <article-title>Faecal transplants can treat some cancers - but probably won't ever be widely used</article-title>. <source>Nature</source>. doi: <pub-id pub-id-type="doi">10.1038/d41586-024-02212-z</pub-id>, PMID: <pub-id pub-id-type="pmid">38965449</pub-id></citation></ref>
<ref id="ref13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Edwards</surname><given-names>M.</given-names></name> <name><surname>Brockmann</surname><given-names>L.</given-names></name></person-group> (<year>2025</year>). <article-title>Microbiota-dependent modulation of intestinal anti-inflammatory CD4(+) T cell responses</article-title>. <source>Semin. Immunopathol.</source> <volume>47</volume>:<fpage>23</fpage>. doi: <pub-id pub-id-type="doi">10.1007/s00281-025-01049-6</pub-id>, PMID: <pub-id pub-id-type="pmid">40167791</pub-id></citation></ref>
<ref id="ref14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Elkrief</surname><given-names>A.</given-names></name> <name><surname>Pidgeon</surname><given-names>R.</given-names></name> <name><surname>Maleki Vareki</surname><given-names>S.</given-names></name> <name><surname>Messaoudene</surname><given-names>M.</given-names></name> <name><surname>Castagner</surname><given-names>B.</given-names></name> <name><surname>Routy</surname><given-names>B.</given-names></name></person-group> (<year>2025</year>). <article-title>The gut microbiome as a target in cancer immunotherapy: opportunities and challenges for drug development</article-title>. <source>Nat. Rev. Drug Discov.</source> doi: <pub-id pub-id-type="doi">10.1038/s41573-025-01211-7</pub-id>, PMID: <pub-id pub-id-type="pmid">40457025</pub-id></citation></ref>
<ref id="ref15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fidelle</surname><given-names>M.</given-names></name> <name><surname>Rauber</surname><given-names>C.</given-names></name> <name><surname>Alves Costa Silva</surname><given-names>C.</given-names></name> <name><surname>Tian</surname><given-names>A. L.</given-names></name> <name><surname>Lahmar</surname><given-names>I.</given-names></name> <name><surname>de La Varende</surname><given-names>A. M.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>A microbiota-modulated checkpoint directs immunosuppressive intestinal T cells into cancers</article-title>. <source>Science</source> <volume>380</volume>:<fpage>eabo2296</fpage>. doi: <pub-id pub-id-type="doi">10.1126/science.abo2296</pub-id>, PMID: <pub-id pub-id-type="pmid">37289890</pub-id></citation></ref>
<ref id="ref16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fluckiger</surname><given-names>A.</given-names></name> <name><surname>Daill&#x00E8;re</surname><given-names>R.</given-names></name> <name><surname>Sassi</surname><given-names>M.</given-names></name> <name><surname>Sixt</surname><given-names>B. S.</given-names></name> <name><surname>Liu</surname><given-names>P.</given-names></name> <name><surname>Loos</surname><given-names>F.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Cross-reactivity between tumor MHC class I-restricted antigens and an enterococcal bacteriophage</article-title>. <source>Science</source> <volume>369</volume>, <fpage>936</fpage>&#x2013;<lpage>942</lpage>. doi: <pub-id pub-id-type="doi">10.1126/science.aax0701</pub-id>, PMID: <pub-id pub-id-type="pmid">32820119</pub-id></citation></ref>
<ref id="ref17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fofanova</surname><given-names>T. Y.</given-names></name> <name><surname>Karandikar</surname><given-names>U. C.</given-names></name> <name><surname>Auchtung</surname><given-names>J. M.</given-names></name> <name><surname>Wilson</surname><given-names>R. L.</given-names></name> <name><surname>Valentin</surname><given-names>A. J.</given-names></name> <name><surname>Britton</surname><given-names>R. A.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>A novel system to culture human intestinal organoids under physiological oxygen content to study microbial-host interaction</article-title>. <source>PLoS One</source> <volume>19</volume>:<fpage>e0300666</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0300666</pub-id>, PMID: <pub-id pub-id-type="pmid">39052651</pub-id></citation></ref>
<ref id="ref18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gharaibeh</surname><given-names>R. Z.</given-names></name> <name><surname>Jobin</surname><given-names>C.</given-names></name></person-group> (<year>2019</year>). <article-title>Microbiota and cancer immunotherapy: in search of microbial signals</article-title>. <source>Gut</source> <volume>68</volume>, <fpage>385</fpage>&#x2013;<lpage>388</lpage>. doi: <pub-id pub-id-type="doi">10.1136/gutjnl-2018-317220</pub-id>, PMID: <pub-id pub-id-type="pmid">30530851</pub-id></citation></ref>
<ref id="ref19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gopalakrishnan</surname><given-names>V.</given-names></name> <name><surname>Spencer</surname><given-names>C. N.</given-names></name> <name><surname>Nezi</surname><given-names>L.</given-names></name> <name><surname>Reuben</surname><given-names>A.</given-names></name> <name><surname>Andrews</surname><given-names>M. C.</given-names></name> <name><surname>Karpinets</surname><given-names>T. V.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Gut microbiome modulates response to anti-PD-1 immunotherapy in melanoma patients</article-title>. <source>Science</source> <volume>359</volume>, <fpage>97</fpage>&#x2013;<lpage>103</lpage>. doi: <pub-id pub-id-type="doi">10.1126/science.aan4236</pub-id>, PMID: <pub-id pub-id-type="pmid">29097493</pub-id></citation></ref>
<ref id="ref20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huh</surname><given-names>J. R.</given-names></name> <name><surname>Veiga-Fernandes</surname><given-names>H.</given-names></name></person-group> (<year>2020</year>). <article-title>Neuroimmune circuits in inter-organ communication</article-title>. <source>Nat. Rev. Immunol.</source> <volume>20</volume>, <fpage>217</fpage>&#x2013;<lpage>228</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41577-019-0247-z</pub-id>, PMID: <pub-id pub-id-type="pmid">31848462</pub-id></citation></ref>
<ref id="ref21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jemal</surname><given-names>A.</given-names></name> <name><surname>Miller</surname><given-names>K. D.</given-names></name> <name><surname>Ma</surname><given-names>J.</given-names></name> <name><surname>Siegel</surname><given-names>R. L.</given-names></name> <name><surname>Fedewa</surname><given-names>S. A.</given-names></name> <name><surname>Islami</surname><given-names>F.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Higher lung Cancer incidence in young women than young men in the United States</article-title>. <source>N. Engl. J. Med.</source> <volume>378</volume>, <fpage>1999</fpage>&#x2013;<lpage>2009</lpage>. doi: <pub-id pub-id-type="doi">10.1056/NEJMoa1715907</pub-id>, PMID: <pub-id pub-id-type="pmid">29791813</pub-id></citation></ref>
<ref id="ref22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jeyanathan</surname><given-names>M.</given-names></name> <name><surname>Vaseghi-Shanjani</surname><given-names>M.</given-names></name> <name><surname>Afkhami</surname><given-names>S.</given-names></name> <name><surname>Grondin</surname><given-names>J. A.</given-names></name> <name><surname>Kang</surname><given-names>A.</given-names></name> <name><surname>D&#x2019;Agostino</surname><given-names>M.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Parenteral BCG vaccine induces lung-resident memory macrophages and trained immunity via the gut-lung axis</article-title>. <source>Nat. Immunol.</source> <volume>23</volume>, <fpage>1687</fpage>&#x2013;<lpage>1702</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41590-022-01354-4</pub-id></citation></ref>
<ref id="ref23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jiang</surname><given-names>T.</given-names></name> <name><surname>Zhang</surname><given-names>M.</given-names></name> <name><surname>Hao</surname><given-names>S.</given-names></name> <name><surname>Huang</surname><given-names>S.</given-names></name> <name><surname>Zheng</surname><given-names>X.</given-names></name> <name><surname>Sun</surname><given-names>Z.</given-names></name></person-group> (<year>2024</year>). <article-title>Revealing the role of the gut microbiota in enhancing targeted therapy efficacy for lung adenocarcinoma</article-title>. <source>Exp. Hematol. Oncol.</source> <volume>13</volume>:<fpage>15</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s40164-024-00478-7</pub-id>, PMID: <pub-id pub-id-type="pmid">38336927</pub-id></citation></ref>
<ref id="ref24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jin</surname><given-names>Y.</given-names></name> <name><surname>Jie</surname><given-names>Z.</given-names></name> <name><surname>Fan</surname><given-names>X.</given-names></name></person-group> (<year>2025</year>). <article-title>Gut microbes and immunotherapy for non-small cell lung cancer: a systematic review</article-title>. <source>Front. Oncol.</source> <volume>15</volume>:<fpage>1518474</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fonc.2025.1518474</pub-id>, PMID: <pub-id pub-id-type="pmid">40406244</pub-id></citation></ref>
<ref id="ref25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kaiser</surname><given-names>J.</given-names></name></person-group> (<year>2017</year>). <article-title>Gut microbes shape response to cancer immunotherapy</article-title>. <source>Science</source> <volume>358</volume>:<fpage>573</fpage>. doi: <pub-id pub-id-type="doi">10.1126/science.358.6363.573</pub-id>, PMID: <pub-id pub-id-type="pmid">29097525</pub-id></citation></ref>
<ref id="ref26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lahiri</surname><given-names>A.</given-names></name> <name><surname>Maji</surname><given-names>A.</given-names></name> <name><surname>Potdar</surname><given-names>P. D.</given-names></name> <name><surname>Singh</surname><given-names>N.</given-names></name> <name><surname>Parikh</surname><given-names>P.</given-names></name> <name><surname>Bisht</surname><given-names>B.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Lung cancer immunotherapy: progress, pitfalls, and promises</article-title>. <source>Mol. Cancer</source> <volume>22</volume>:<fpage>40</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12943-023-01740-y</pub-id>, PMID: <pub-id pub-id-type="pmid">36810079</pub-id></citation></ref>
<ref id="ref27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname><given-names>P. J.</given-names></name> <name><surname>Hung</surname><given-names>C. M.</given-names></name> <name><surname>Yang</surname><given-names>A. J.</given-names></name> <name><surname>Hou</surname><given-names>C. Y.</given-names></name> <name><surname>Chou</surname><given-names>H. W.</given-names></name> <name><surname>Chang</surname><given-names>Y. C.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>MS-20 enhances the gut microbiota-associated antitumor effects of anti-PD1 antibody</article-title>. <source>Gut Microbes</source> <volume>16</volume>:<fpage>2380061</fpage>. doi: <pub-id pub-id-type="doi">10.1080/19490976.2024.2380061</pub-id>, PMID: <pub-id pub-id-type="pmid">39078050</pub-id></citation></ref>
<ref id="ref28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname><given-names>K. A.</given-names></name> <name><surname>Thomas</surname><given-names>A. M.</given-names></name> <name><surname>Bolte</surname><given-names>L. A.</given-names></name> <name><surname>Bj&#x00F6;rk</surname><given-names>J. R.</given-names></name> <name><surname>de Ruijter</surname><given-names>L. K.</given-names></name> <name><surname>Armanini</surname><given-names>F.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Cross-cohort gut microbiome associations with immune checkpoint inhibitor response in advanced melanoma</article-title>. <source>Nat. Med.</source> <volume>28</volume>, <fpage>535</fpage>&#x2013;<lpage>544</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41591-022-01695-5</pub-id>, PMID: <pub-id pub-id-type="pmid">35228751</pub-id></citation></ref>
<ref id="ref29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee-Sarwar</surname><given-names>K.</given-names></name> <name><surname>Dedrick</surname><given-names>S.</given-names></name> <name><surname>Momeni</surname><given-names>B.</given-names></name> <name><surname>Kelly</surname><given-names>R. S.</given-names></name> <name><surname>Zeiger</surname><given-names>R. S.</given-names></name> <name><surname>O&#x2019;Connor</surname><given-names>G.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Association of the gut microbiome and metabolome with wheeze frequency in childhood asthma</article-title>. <source>J. Allergy Clin. Immunol.</source> <volume>150</volume>, <fpage>325</fpage>&#x2013;<lpage>336</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jaci.2022.02.005</pub-id></citation></ref>
<ref id="ref30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leiter</surname><given-names>A.</given-names></name> <name><surname>Veluswamy</surname><given-names>R. R.</given-names></name> <name><surname>Wisnivesky</surname><given-names>J. P.</given-names></name></person-group> (<year>2023</year>). <article-title>The global burden of lung cancer: current status and future trends</article-title>. <source>Nat. Rev. Clin. Oncol.</source> <volume>20</volume>, <fpage>624</fpage>&#x2013;<lpage>639</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41571-023-00798-3</pub-id>, PMID: <pub-id pub-id-type="pmid">37479810</pub-id></citation></ref>
<ref id="ref31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname><given-names>S.</given-names></name> <name><surname>Duan</surname><given-names>Y.</given-names></name> <name><surname>Luo</surname><given-names>S.</given-names></name> <name><surname>Zhou</surname><given-names>F.</given-names></name> <name><surname>Wu</surname><given-names>Q.</given-names></name> <name><surname>Lu</surname><given-names>Z.</given-names></name></person-group> (<year>2025</year>). <article-title>Short-chain fatty acids and cancer</article-title>. <source>Trends Cancer</source> <volume>11</volume>, <fpage>154</fpage>&#x2013;<lpage>168</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.trecan.2024.11.003</pub-id></citation></ref>
<ref id="ref32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname><given-names>L.</given-names></name> <name><surname>Zhong</surname><given-names>H.</given-names></name> <name><surname>Wang</surname><given-names>Y.</given-names></name> <name><surname>Pan</surname><given-names>Z.</given-names></name> <name><surname>Xu</surname><given-names>S.</given-names></name> <name><surname>Li</surname><given-names>S.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Exploring the relationship between intestinal microbiota and immune checkpoint inhibitors in the treatment of non-small cell lung cancer: insights from the "lung and large intestine stand in exterior-interior relationship" theory</article-title>. <source>Front. Cell. Infect. Microbiol.</source> <volume>14</volume>:<fpage>1341032</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fcimb.2024.1341032</pub-id>, PMID: <pub-id pub-id-type="pmid">38415012</pub-id></citation></ref>
<ref id="ref33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lim</surname><given-names>M. Y.</given-names></name> <name><surname>Hong</surname><given-names>S.</given-names></name> <name><surname>Hwang</surname><given-names>K. H.</given-names></name> <name><surname>Lim</surname><given-names>E. J.</given-names></name> <name><surname>Han</surname><given-names>J. Y.</given-names></name> <name><surname>Nam</surname><given-names>Y. D.</given-names></name></person-group> (<year>2021</year>). <article-title>Diagnostic and prognostic potential of the oral and gut microbiome for lung adenocarcinoma</article-title>. <source>Clin. Transl. Med.</source> <volume>11</volume>:<fpage>e508</fpage>. doi: <pub-id pub-id-type="doi">10.1002/ctm2.508</pub-id>, PMID: <pub-id pub-id-type="pmid">34586729</pub-id></citation></ref>
<ref id="ref34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname><given-names>A.</given-names></name> <name><surname>Jiang</surname><given-names>A.</given-names></name> <name><surname>Huang</surname><given-names>L.</given-names></name> <name><surname>Li</surname><given-names>Y.</given-names></name> <name><surname>Zhang</surname><given-names>C.</given-names></name> <name><surname>Zhu</surname><given-names>L.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>From chaos to order: optimizing fecal microbiota transplantation for enhanced immune checkpoint inhibitors efficacy</article-title>. <source>Gut Microbes</source> <volume>17</volume>:<fpage>2452277</fpage>. doi: <pub-id pub-id-type="doi">10.1080/19490976.2025.2452277</pub-id>, PMID: <pub-id pub-id-type="pmid">39826104</pub-id></citation></ref>
<ref id="ref35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname><given-names>X.</given-names></name> <name><surname>Yu</surname><given-names>Z.</given-names></name> <name><surname>Liu</surname><given-names>Y.</given-names></name> <name><surname>Li</surname><given-names>C.</given-names></name> <name><surname>Hu</surname><given-names>H.</given-names></name> <name><surname>Hu</surname><given-names>J. C.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>Gut-X axis</article-title>. <source>iMeta</source> <volume>4</volume>:<fpage>e270</fpage>. doi: <pub-id pub-id-type="doi">10.1002/imt2.270</pub-id>, PMID: <pub-id pub-id-type="pmid">40027477</pub-id></citation></ref>
<ref id="ref36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname><given-names>X.</given-names></name> <name><surname>Lu</surname><given-names>B.</given-names></name> <name><surname>Tang</surname><given-names>H.</given-names></name> <name><surname>Jia</surname><given-names>X.</given-names></name> <name><surname>Zhou</surname><given-names>Q.</given-names></name> <name><surname>Zeng</surname><given-names>Y.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Gut microbiome metabolites, molecular mimicry, and species-level variation drive long-term efficacy and adverse event outcomes in lung cancer survivors</article-title>. <source>EBioMedicine</source> <volume>109</volume>:<fpage>105427</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ebiom.2024.105427</pub-id>, PMID: <pub-id pub-id-type="pmid">39471749</pub-id></citation></ref>
<ref id="ref37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luo</surname><given-names>M.</given-names></name> <name><surname>Liu</surname><given-names>Y.</given-names></name> <name><surname>Wu</surname><given-names>P.</given-names></name> <name><surname>Luo</surname><given-names>D. X.</given-names></name> <name><surname>Sun</surname><given-names>Q.</given-names></name> <name><surname>Zheng</surname><given-names>H.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Alternation of gut microbiota in patients with pulmonary tuberculosis</article-title>. <source>Front. Physiol.</source> <volume>8</volume>:<fpage>822</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fphys.2017.00822</pub-id>, PMID: <pub-id pub-id-type="pmid">29204120</pub-id></citation></ref>
<ref id="ref38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luo</surname><given-names>W. C.</given-names></name> <name><surname>Mei</surname><given-names>S. Q.</given-names></name> <name><surname>Huang</surname><given-names>Z. J.</given-names></name> <name><surname>Chen</surname><given-names>Z. H.</given-names></name> <name><surname>Zhang</surname><given-names>Y. C.</given-names></name> <name><surname>Yang</surname><given-names>M. Y.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Correlation of distribution characteristics and dynamic changes of gut microbiota with the efficacy of immunotherapy in EGFR-mutated non-small cell lung cancer</article-title>. <source>J. Transl. Med.</source> <volume>22</volume>:<fpage>326</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12967-024-05135-5</pub-id>, PMID: <pub-id pub-id-type="pmid">38566102</pub-id></citation></ref>
<ref id="ref39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ma</surname><given-names>S.</given-names></name> <name><surname>Ming</surname><given-names>Y.</given-names></name> <name><surname>Wu</surname><given-names>J.</given-names></name> <name><surname>Cui</surname><given-names>G.</given-names></name></person-group> (<year>2024</year>). <article-title>Cellular metabolism regulates the differentiation and function of T-cell subsets</article-title>. <source>Cell. Mol. Immunol.</source> <volume>21</volume>, <fpage>419</fpage>&#x2013;<lpage>435</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41423-024-01148-8</pub-id>, PMID: <pub-id pub-id-type="pmid">38565887</pub-id></citation></ref>
<ref id="ref40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Naidoo</surname><given-names>C. C.</given-names></name> <name><surname>Nyawo</surname><given-names>G. R.</given-names></name> <name><surname>Wu</surname><given-names>B. G.</given-names></name> <name><surname>Walzl</surname><given-names>G.</given-names></name> <name><surname>Warren</surname><given-names>R. M.</given-names></name> <name><surname>Segal</surname><given-names>L. N.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>The microbiome and tuberculosis: state of the art, potential applications, and defining the clinical research agenda</article-title>. <source>Lancet Respir. Med.</source> <volume>7</volume>, <fpage>892</fpage>&#x2013;<lpage>906</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S2213-2600(18)30501-0</pub-id>, PMID: <pub-id pub-id-type="pmid">30910543</pub-id></citation></ref>
<ref id="ref41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nan</surname><given-names>K.</given-names></name> <name><surname>Zhong</surname><given-names>Z.</given-names></name> <name><surname>Yue</surname><given-names>Y.</given-names></name> <name><surname>Shen</surname><given-names>Y.</given-names></name> <name><surname>Zhang</surname><given-names>H.</given-names></name> <name><surname>Wang</surname><given-names>Z.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>Fasting-mimicking diet-enriched <italic>Bifidobacterium pseudolongum</italic> suppresses colorectal cancer by inducing memory CD8(+) T cells</article-title>. <source>Gut</source> <volume>74</volume>, <fpage>775</fpage>&#x2013;<lpage>786</lpage>. doi: <pub-id pub-id-type="doi">10.1136/gutjnl-2024-333020</pub-id>, PMID: <pub-id pub-id-type="pmid">39870395</pub-id></citation></ref>
<ref id="ref42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ni</surname><given-names>Y.</given-names></name> <name><surname>Lohinai</surname><given-names>Z.</given-names></name> <name><surname>Heshiki</surname><given-names>Y.</given-names></name> <name><surname>Dome</surname><given-names>B.</given-names></name> <name><surname>Moldvay</surname><given-names>J.</given-names></name> <name><surname>Dulka</surname><given-names>E.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Distinct composition and metabolic functions of human gut microbiota are associated with cachexia in lung cancer patients</article-title>. <source>ISME J.</source> <volume>15</volume>, <fpage>3207</fpage>&#x2013;<lpage>3220</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41396-021-00998-8</pub-id>, PMID: <pub-id pub-id-type="pmid">34002024</pub-id></citation></ref>
<ref id="ref43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nobels</surname><given-names>A.</given-names></name> <name><surname>van Marcke</surname><given-names>C.</given-names></name> <name><surname>Jordan</surname><given-names>B. F.</given-names></name> <name><surname>Van Hul</surname><given-names>M.</given-names></name> <name><surname>Cani</surname><given-names>P. D.</given-names></name></person-group> (<year>2025</year>). <article-title>The gut microbiome and cancer: from tumorigenesis to therapy</article-title>. <source>Nat. Metab.</source> <volume>7</volume>, <fpage>895</fpage>&#x2013;<lpage>917</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s42255-025-01287-w</pub-id>, PMID: <pub-id pub-id-type="pmid">40329009</pub-id></citation></ref>
<ref id="ref44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Qian</surname><given-names>X.</given-names></name> <name><surname>Zhang</surname><given-names>H. Y.</given-names></name> <name><surname>Li</surname><given-names>Q. L.</given-names></name> <name><surname>Ma</surname><given-names>G. J.</given-names></name> <name><surname>Chen</surname><given-names>Z.</given-names></name> <name><surname>Ji</surname><given-names>X. M.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Integrated microbiome, metabolome, and proteome analysis identifies a novel interplay among commensal bacteria, metabolites and candidate targets in non-small cell lung cancer</article-title>. <source>Clin. Transl. Med.</source> <volume>12</volume>:<fpage>e947</fpage>. doi: <pub-id pub-id-type="doi">10.1002/ctm2.947</pub-id>, PMID: <pub-id pub-id-type="pmid">35735103</pub-id></citation></ref>
<ref id="ref45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Qiu</surname><given-names>Q.</given-names></name> <name><surname>Lin</surname><given-names>Y.</given-names></name> <name><surname>Ma</surname><given-names>Y.</given-names></name> <name><surname>Li</surname><given-names>X.</given-names></name> <name><surname>Liang</surname><given-names>J.</given-names></name> <name><surname>Chen</surname><given-names>Z.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Exploring the emerging role of the gut microbiota and tumor microenvironment in cancer immunotherapy</article-title>. <source>Front. Immunol.</source> <volume>11</volume>:<fpage>612202</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2020.612202</pub-id>, PMID: <pub-id pub-id-type="pmid">33488618</pub-id></citation></ref>
<ref id="ref46"><citation citation-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. M.</given-names></name> <name><surname>Alou</surname><given-names>M. T.</given-names></name> <name><surname>Daill&#x00E8;re</surname><given-names>R.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Gut microbiome influences efficacy of PD-1-based immunotherapy against epithelial tumors</article-title>. <source>Science</source> <volume>359</volume>, <fpage>91</fpage>&#x2013;<lpage>97</lpage>. doi: <pub-id pub-id-type="doi">10.1126/science.aan3706</pub-id>, PMID: <pub-id pub-id-type="pmid">29097494</pub-id></citation></ref>
<ref id="ref47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Routy</surname><given-names>B.</given-names></name> <name><surname>Lenehan</surname><given-names>J. G.</given-names></name> <name><surname>Miller</surname><given-names>W. H.</given-names> <suffix>Jr.</suffix></name> <name><surname>Jamal</surname><given-names>R.</given-names></name> <name><surname>Messaoudene</surname><given-names>M.</given-names></name> <name><surname>Daisley</surname><given-names>B. A.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Fecal microbiota transplantation plus anti-PD-1 immunotherapy in advanced melanoma: a phase I trial</article-title>. <source>Nat. Med.</source> <volume>29</volume>, <fpage>2121</fpage>&#x2013;<lpage>2132</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41591-023-02453-x</pub-id>, PMID: <pub-id pub-id-type="pmid">37414899</pub-id></citation></ref>
<ref id="ref48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Salgia</surname><given-names>N. J.</given-names></name> <name><surname>Bergerot</surname><given-names>P. G.</given-names></name> <name><surname>Maia</surname><given-names>M. C.</given-names></name> <name><surname>Dizman</surname><given-names>N.</given-names></name> <name><surname>Hsu</surname><given-names>J.</given-names></name> <name><surname>Gillece</surname><given-names>J. D.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Stool microbiome profiling of patients with metastatic renal cell carcinoma receiving anti-PD-1 immune checkpoint inhibitors</article-title>. <source>Eur. Urol.</source> <volume>78</volume>, <fpage>498</fpage>&#x2013;<lpage>502</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.eururo.2020.07.011</pub-id>, PMID: <pub-id pub-id-type="pmid">32828600</pub-id></citation></ref>
<ref id="ref49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Seelbinder</surname><given-names>B.</given-names></name> <name><surname>Lohinai</surname><given-names>Z.</given-names></name> <name><surname>Vazquez-Uribe</surname><given-names>R.</given-names></name> <name><surname>Brunke</surname><given-names>S.</given-names></name> <name><surname>Chen</surname><given-names>X.</given-names></name> <name><surname>Mirhakkak</surname><given-names>M.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Candida expansion in the gut of lung cancer patients associates with an ecological signature that supports growth under dysbiotic conditions</article-title>. <source>Nat. Commun.</source> <volume>14</volume>:<fpage>2673</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-023-38058-8</pub-id>, PMID: <pub-id pub-id-type="pmid">37160893</pub-id></citation></ref>
<ref id="ref50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shi</surname><given-names>Z.</given-names></name> <name><surname>Hu</surname><given-names>G.</given-names></name> <name><surname>Li</surname><given-names>M. W.</given-names></name> <name><surname>Zhang</surname><given-names>L.</given-names></name> <name><surname>Li</surname><given-names>X.</given-names></name> <name><surname>Li</surname><given-names>L.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Gut microbiota as non-invasive diagnostic and prognostic biomarkers for natural killer/T-cell lymphoma</article-title>. <source>Gut</source> <volume>72</volume>, <fpage>1999</fpage>&#x2013;<lpage>2002</lpage>. doi: <pub-id pub-id-type="doi">10.1136/gutjnl-2022-328256</pub-id>, PMID: <pub-id pub-id-type="pmid">36347595</pub-id></citation></ref>
<ref id="ref51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Simpson</surname><given-names>R. C.</given-names></name> <name><surname>Shanahan</surname><given-names>E. R.</given-names></name> <name><surname>Scolyer</surname><given-names>R. A.</given-names></name> <name><surname>Long</surname><given-names>G. V.</given-names></name></person-group> (<year>2023</year>). <article-title>Towards modulating the gut microbiota to enhance the efficacy of immune-checkpoint inhibitors</article-title>. <source>Nat. Rev. Clin. Oncol.</source> <volume>20</volume>, <fpage>697</fpage>&#x2013;<lpage>715</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41571-023-00803-9</pub-id>, PMID: <pub-id pub-id-type="pmid">37488231</pub-id></citation></ref>
<ref id="ref52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sivan</surname><given-names>A.</given-names></name> <name><surname>Corrales</surname><given-names>L.</given-names></name> <name><surname>Hubert</surname><given-names>N.</given-names></name> <name><surname>Williams</surname><given-names>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 <italic>Bifidobacterium</italic> promotes antitumor immunity and facilitates anti-PD-L1 efficacy</article-title>. <source>Science</source> <volume>350</volume>, <fpage>1084</fpage>&#x2013;<lpage>1089</lpage>. doi: <pub-id pub-id-type="doi">10.1126/science.aac4255</pub-id>, PMID: <pub-id pub-id-type="pmid">26541606</pub-id></citation></ref>
<ref id="ref53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Soularue</surname><given-names>E.</given-names></name> <name><surname>Lepage</surname><given-names>P.</given-names></name> <name><surname>Colombel</surname><given-names>J. F.</given-names></name> <name><surname>Coutzac</surname><given-names>C.</given-names></name> <name><surname>Faleck</surname><given-names>D.</given-names></name> <name><surname>Marthey</surname><given-names>L.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Enterocolitis due to immune checkpoint inhibitors: a systematic review</article-title>. <source>Gut</source> <volume>67</volume>, <fpage>2056</fpage>&#x2013;<lpage>2067</lpage>. doi: <pub-id pub-id-type="doi">10.1136/gutjnl-2018-316948</pub-id>, PMID: <pub-id pub-id-type="pmid">30131322</pub-id></citation></ref>
<ref id="ref54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Spencer</surname><given-names>C. N.</given-names></name> <name><surname>McQuade</surname><given-names>J. L.</given-names></name> <name><surname>Gopalakrishnan</surname><given-names>V.</given-names></name> <name><surname>McCulloch</surname><given-names>J. A.</given-names></name> <name><surname>Vetizou</surname><given-names>M.</given-names></name> <name><surname>Cogdill</surname><given-names>A. P.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Dietary fiber and probiotics influence the gut microbiome and melanoma immunotherapy response</article-title>. <source>Science</source> <volume>374</volume>, <fpage>1632</fpage>&#x2013;<lpage>1640</lpage>. doi: <pub-id pub-id-type="doi">10.1126/science.aaz7015</pub-id>, PMID: <pub-id pub-id-type="pmid">34941392</pub-id></citation></ref>
<ref id="ref55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stevens</surname><given-names>J.</given-names></name> <name><surname>Culberson</surname><given-names>E.</given-names></name> <name><surname>Kinder</surname><given-names>J.</given-names></name> <name><surname>Ramiriqui</surname><given-names>A.</given-names></name> <name><surname>Gray</surname><given-names>J.</given-names></name> <name><surname>Bonfield</surname><given-names>M.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>Microbiota-derived inosine programs protective CD8(+) T cell responses against influenza in newborns</article-title>. <source>Cell</source> <volume>188</volume>, <fpage>4239</fpage>&#x2013;<lpage>4256.e19</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cell.2025.05.013</pub-id>, PMID: <pub-id pub-id-type="pmid">40494345</pub-id></citation></ref>
<ref id="ref56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Su</surname><given-names>P. L.</given-names></name> <name><surname>Furuya</surname><given-names>N.</given-names></name> <name><surname>Asrar</surname><given-names>A.</given-names></name> <name><surname>Rolfo</surname><given-names>C.</given-names></name> <name><surname>Li</surname><given-names>Z.</given-names></name> <name><surname>Carbone</surname><given-names>D. P.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>Recent advances in therapeutic strategies for non-small cell lung cancer</article-title>. <source>J. Hematol. Oncol.</source> <volume>18</volume>:<fpage>35</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13045-025-01679-1</pub-id>, PMID: <pub-id pub-id-type="pmid">40140911</pub-id></citation></ref>
<ref id="ref57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname><given-names>J.</given-names></name> <name><surname>Song</surname><given-names>S.</given-names></name> <name><surname>Liu</surname><given-names>J.</given-names></name> <name><surname>Chen</surname><given-names>F.</given-names></name> <name><surname>Li</surname><given-names>X.</given-names></name> <name><surname>Wu</surname><given-names>G.</given-names></name></person-group> (<year>2025</year>). <article-title>Gut microbiota as a new target for anticancer therapy: from mechanism to means of regulation</article-title>. <source>NPJ Biofilms Microbiomes</source> <volume>11</volume>:<fpage>43</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41522-025-00678-x</pub-id>, PMID: <pub-id pub-id-type="pmid">40069181</pub-id></citation></ref>
<ref id="ref58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sung</surname><given-names>H.</given-names></name> <name><surname>Ferlay</surname><given-names>J.</given-names></name> <name><surname>Siegel</surname><given-names>R. L.</given-names></name> <name><surname>Laversanne</surname><given-names>M.</given-names></name> <name><surname>Soerjomataram</surname><given-names>I.</given-names></name> <name><surname>Jemal</surname><given-names>A.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Global Cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries</article-title>. <source>CA Cancer J. Clin.</source> <volume>71</volume>, <fpage>209</fpage>&#x2013;<lpage>249</lpage>. doi: <pub-id pub-id-type="doi">10.3322/caac.21660</pub-id>, PMID: <pub-id pub-id-type="pmid">33538338</pub-id></citation></ref>
<ref id="ref59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tomita</surname><given-names>Y.</given-names></name> <name><surname>Ikeda</surname><given-names>T.</given-names></name> <name><surname>Sakata</surname><given-names>S.</given-names></name> <name><surname>Saruwatari</surname><given-names>K.</given-names></name> <name><surname>Sato</surname><given-names>R.</given-names></name> <name><surname>Iyama</surname><given-names>S.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Association of probiotic <italic>Clostridium butyricum</italic> therapy with survival and response to immune checkpoint blockade in patients with lung cancer</article-title>. <source>Cancer Immunol. Res.</source> <volume>8</volume>, <fpage>1236</fpage>&#x2013;<lpage>1242</lpage>. doi: <pub-id pub-id-type="doi">10.1158/2326-6066.CIR-20-0051</pub-id>, PMID: <pub-id pub-id-type="pmid">32665261</pub-id></citation></ref>
<ref id="ref60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname><given-names>L.</given-names></name> <name><surname>Cai</surname><given-names>Y.</given-names></name> <name><surname>Garssen</surname><given-names>J.</given-names></name> <name><surname>Henricks</surname><given-names>P. A. J.</given-names></name> <name><surname>Folkerts</surname><given-names>G.</given-names></name> <name><surname>Braber</surname><given-names>S.</given-names></name></person-group> (<year>2023</year>). <article-title>The bidirectional gut-lung Axis in chronic obstructive pulmonary disease</article-title>. <source>Am. J. Respir. Crit. Care Med.</source> <volume>207</volume>, <fpage>1145</fpage>&#x2013;<lpage>1160</lpage>. doi: <pub-id pub-id-type="doi">10.1164/rccm.202206-1066TR</pub-id>, PMID: <pub-id pub-id-type="pmid">36883945</pub-id></citation></ref>
<ref id="ref61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wypych</surname><given-names>T. P.</given-names></name> <name><surname>Pattaroni</surname><given-names>C.</given-names></name> <name><surname>Perdijk</surname><given-names>O.</given-names></name> <name><surname>Yap</surname><given-names>C.</given-names></name> <name><surname>Trompette</surname><given-names>A.</given-names></name> <name><surname>Anderson</surname><given-names>D.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Microbial metabolism of L-tyrosine protects against allergic airway inflammation</article-title>. <source>Nat. Immunol.</source> <volume>22</volume>, <fpage>279</fpage>&#x2013;<lpage>286</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41590-020-00856-3</pub-id>, PMID: <pub-id pub-id-type="pmid">33495652</pub-id></citation></ref>
<ref id="ref62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wypych</surname><given-names>T. P.</given-names></name> <name><surname>Wickramasinghe</surname><given-names>L. C.</given-names></name> <name><surname>Marsland</surname><given-names>B. J.</given-names></name></person-group> (<year>2019</year>). <article-title>The influence of the microbiome on respiratory health</article-title>. <source>Nat. Immunol.</source> <volume>20</volume>, <fpage>1279</fpage>&#x2013;<lpage>1290</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41590-019-0451-9</pub-id>, PMID: <pub-id pub-id-type="pmid">31501577</pub-id></citation></ref>
<ref id="ref63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yan</surname><given-names>M.</given-names></name> <name><surname>Man</surname><given-names>S.</given-names></name> <name><surname>Sun</surname><given-names>B.</given-names></name> <name><surname>Ma</surname><given-names>L.</given-names></name> <name><surname>Guo</surname><given-names>L.</given-names></name> <name><surname>Huang</surname><given-names>L.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Gut liver brain axis in diseases: the implications for therapeutic interventions</article-title>. <source>Signal Transduct. Target. Ther.</source> <volume>8</volume>:<fpage>443</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41392-023-01673-4</pub-id>, PMID: <pub-id pub-id-type="pmid">38057297</pub-id></citation></ref>
<ref id="ref64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname><given-names>T.</given-names></name> <name><surname>Hu</surname><given-names>X.</given-names></name> <name><surname>Cao</surname><given-names>F.</given-names></name> <name><surname>Yun</surname><given-names>F.</given-names></name> <name><surname>Jia</surname><given-names>K.</given-names></name> <name><surname>Zhang</surname><given-names>M.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>Targeting symbionts by apolipoprotein L proteins modulates gut immunity</article-title>. <source>Nature</source> <volume>643</volume>, <fpage>210</fpage>&#x2013;<lpage>218</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41586-025-08990-4</pub-id>, PMID: <pub-id pub-id-type="pmid">40369072</pub-id></citation></ref>
<ref id="ref65"><citation citation-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: <pub-id pub-id-type="doi">10.1002/advs.202207366</pub-id>, PMID: <pub-id pub-id-type="pmid">36951547</pub-id></citation></ref>
<ref id="ref66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yannakoulia</surname><given-names>M.</given-names></name> <name><surname>Scarmeas</surname><given-names>N.</given-names></name></person-group> (<year>2024</year>). <article-title>Diets</article-title>. <source>N. Engl. J. Med.</source> <volume>390</volume>, <fpage>2098</fpage>&#x2013;<lpage>2106</lpage>. doi: <pub-id pub-id-type="doi">10.1056/NEJMra2211889</pub-id>, PMID: <pub-id pub-id-type="pmid">38865662</pub-id></citation></ref>
<ref id="ref67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yonekura</surname><given-names>S.</given-names></name> <name><surname>Terrisse</surname><given-names>S.</given-names></name> <name><surname>Alves Costa Silva</surname><given-names>C.</given-names></name> <name><surname>Lafarge</surname><given-names>A.</given-names></name> <name><surname>Iebba</surname><given-names>V.</given-names></name> <name><surname>Ferrere</surname><given-names>G.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Cancer induces a stress Ileopathy depending on &#x03B2;-adrenergic receptors and promoting Dysbiosis that contributes to carcinogenesis</article-title>. <source>Cancer Discov.</source> <volume>12</volume>, <fpage>1128</fpage>&#x2013;<lpage>1151</lpage>. doi: <pub-id pub-id-type="doi">10.1158/2159-8290.CD-21-0999</pub-id>, PMID: <pub-id pub-id-type="pmid">34930787</pub-id></citation></ref>
<ref id="ref68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname><given-names>C.</given-names></name> <name><surname>Wang</surname><given-names>J.</given-names></name> <name><surname>Sun</surname><given-names>Z.</given-names></name> <name><surname>Cao</surname><given-names>Y.</given-names></name> <name><surname>Mu</surname><given-names>Z.</given-names></name> <name><surname>Ji</surname><given-names>X.</given-names></name></person-group> (<year>2021</year>). <article-title>Commensal microbiota contributes to predicting the response to immune checkpoint inhibitors in non-small-cell lung cancer patients</article-title>. <source>Cancer Sci.</source> <volume>112</volume>, <fpage>3005</fpage>&#x2013;<lpage>3017</lpage>. doi: <pub-id pub-id-type="doi">10.1111/cas.14979</pub-id>, PMID: <pub-id pub-id-type="pmid">34028936</pub-id></citation></ref>
<ref id="ref69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname><given-names>H.</given-names></name> <name><surname>Xu</surname><given-names>Z.</given-names></name></person-group> (<year>2023</year>). <article-title>Gut-lung axis: role of the gut microbiota in non-small cell lung cancer immunotherapy</article-title>. <source>Front. Oncol.</source> <volume>13</volume>:<fpage>1257515</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fonc.2023.1257515</pub-id>, PMID: <pub-id pub-id-type="pmid">38074650</pub-id></citation></ref>
<ref id="ref70"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname><given-names>F.</given-names></name> <name><surname>An</surname><given-names>R.</given-names></name> <name><surname>Wang</surname><given-names>L.</given-names></name> <name><surname>Shan</surname><given-names>J.</given-names></name> <name><surname>Wang</surname><given-names>X.</given-names></name></person-group> (<year>2021</year>). <article-title>Specific gut microbiome and serum metabolome changes in lung Cancer patients</article-title>. <source>Front. Cell. Infect. Microbiol.</source> <volume>11</volume>:<fpage>725284</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fcimb.2021.725284</pub-id>, PMID: <pub-id pub-id-type="pmid">34527604</pub-id></citation></ref>
<ref id="ref71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zheng</surname><given-names>Y.</given-names></name> <name><surname>Fang</surname><given-names>Z.</given-names></name> <name><surname>Xue</surname><given-names>Y.</given-names></name> <name><surname>Zhang</surname><given-names>J.</given-names></name> <name><surname>Zhu</surname><given-names>J.</given-names></name> <name><surname>Gao</surname><given-names>R.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Specific gut microbiome signature predicts the early-stage lung cancer</article-title>. <source>Gut Microbes</source> <volume>11</volume>, <fpage>1030</fpage>&#x2013;<lpage>1042</lpage>. doi: <pub-id pub-id-type="doi">10.1080/19490976.2020.1737487</pub-id>, PMID: <pub-id pub-id-type="pmid">32240032</pub-id></citation></ref>
<ref id="ref72"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname><given-names>W.</given-names></name> <name><surname>Zhou</surname><given-names>J. Z.</given-names></name> <name><surname>Ahmed</surname><given-names>A.</given-names></name> <name><surname>Kim</surname><given-names>M. J.</given-names></name> <name><surname>Guo</surname><given-names>C. J.</given-names></name> <name><surname>Sonnenberg</surname><given-names>G. F.</given-names></name></person-group> (<year>2025</year>). <article-title>ILC3s sense gut microbiota through STING to initiate immune tolerance</article-title>. <source>Immunity</source> <volume>58</volume>, <fpage>1762</fpage>&#x2013;<lpage>1777.e7</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.immuni.2025.05.016</pub-id></citation></ref>
<ref id="ref73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname><given-names>Z.</given-names></name> <name><surname>Cai</surname><given-names>J.</given-names></name> <name><surname>Hou</surname><given-names>W.</given-names></name> <name><surname>Xu</surname><given-names>K.</given-names></name> <name><surname>Wu</surname><given-names>X.</given-names></name> <name><surname>Song</surname><given-names>Y.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Microbiome and spatially resolved metabolomics analysis reveal the anticancer role of gut <italic>Akkermansia muciniphila</italic> by crosstalk with intratumoral microbiota and reprogramming tumoral metabolism in mice</article-title>. <source>Gut Microbes</source> <volume>15</volume>:<fpage>2166700</fpage>. doi: <pub-id pub-id-type="doi">10.1080/19490976.2023.2166700</pub-id>, PMID: <pub-id pub-id-type="pmid">36740846</pub-id></citation></ref>
<ref id="ref74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname><given-names>X.</given-names></name> <name><surname>Hu</surname><given-names>M.</given-names></name> <name><surname>Huang</surname><given-names>X.</given-names></name> <name><surname>Li</surname><given-names>L.</given-names></name> <name><surname>Lin</surname><given-names>X.</given-names></name> <name><surname>Shao</surname><given-names>X.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>Interplay between gut microbial communities and metabolites modulates pan-cancer immunotherapy responses</article-title>. <source>Cell Metab.</source> <volume>37</volume>, <fpage>806</fpage>&#x2013;<lpage>23.e6</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cmet.2024.12.013</pub-id>, PMID: <pub-id pub-id-type="pmid">39909032</pub-id></citation></ref>
<ref id="ref75"><citation citation-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>). <article-title>Landscape of tumoral ecosystem for enhanced anti-PD-1 immunotherapy by gut <italic>Akkermansia muciniphila</italic></article-title>. <source>Cell Rep.</source> <volume>43</volume>:<fpage>114306</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.celrep.2024.114306</pub-id>, PMID: <pub-id pub-id-type="pmid">38819989</pub-id></citation></ref>
<ref id="ref76"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zitvogel</surname><given-names>L.</given-names></name> <name><surname>Ayyoub</surname><given-names>M.</given-names></name> <name><surname>Routy</surname><given-names>B.</given-names></name> <name><surname>Kroemer</surname><given-names>G.</given-names></name></person-group> (<year>2016</year>). <article-title>Microbiome and anticancer immunosurveillance</article-title>. <source>Cell</source> <volume>165</volume>, <fpage>276</fpage>&#x2013;<lpage>287</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cell.2016.03.001</pub-id>, PMID: <pub-id pub-id-type="pmid">27058662</pub-id></citation></ref>
</ref-list>
</back>
</article>