Cited by 48

The DOI matches its Crossref record; 77 of the 77 references it cites were found in a registry or an index.

The impact of the gut microbiome on tumor immunotherapy: from mechanism to application strategies

Guo, Ciliang, Kong, Lingkai, Xiao, Lingjun, Liu, Kua, Cui, Huawei, Xin, Qilei, Gu, Xiaosong, Jiang, Chunping, Wu, Junhua·2023·Cell & Bioscience

Abstract

Immunotherapy is one of the fastest developing areas in the field of oncology. Many immunological treatment strategies for refractory tumors have been approved and marketed. Nevertheless, much clinical and preclinical experimental evidence has shown that the efficacy of immunotherapy in tumor treatment varies markedly among individuals. The commensal microbiome mainly colonizes the intestinal lumen in humans, is affected by a variety of factors and exhibits individual variation. Moreover, the gut is considered the largest immune organ of the body due to its influence on the immune system. In the last few decades, with the development of next-generation sequencing (NGS) techniques and in-depth research, the view that the gut microbiota intervenes in antitumor immunotherapy through the immune system has been gradually confirmed. Here, we review important studies published in recent years focusing on the influences of microbiota on immune system and the progression of malignancy. Furthermore, we discuss the mechanism by which microbiota affect tumor immunotherapy, including immune checkpoint blockade (ICB) and adoptive T-cell therapy (ACT), and strategies for modulating the microbial composition to facilitate the antitumor immune response. Finally, opportunity and some challenges are mentioned to enable a more systematic understanding of tumor treatment in the future and promote basic research and clinical application in related fields.

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1186/s13578-023-01135-y

Cites

77 of 77 references verified0 citation errors · 0 not checkable

Statistics

Figures

Fig. 1 The gut microbiome interacts with the immune system locally in the gut and peripherally in the tumor microenvironment (TME). Within the gut, the gut microbiota plays an essential role in maintaining the mucosal barrier to protect the gut from pathogens. Microbes can interact with DCs directly and induce their maturation. Some microbiota-derived metabolites, such as SCFAs, inosine, and peptidoglycan, or invasive microbes can activate macrophages (Møs), T cells and B cells in the lamina propria or Peyer’s patches. Systemically, gut microbiota-derived metabolites can disseminate to distal sites, especially the TME, through the portal vein and interact with tumor-associated lymphocytes, including DCs, NK cells, Møs and T cells. CTL cytotoxic T lymphocyte
Fig. 1 The gut microbiome interacts with the immune system locally in the gut and peripherally in the tumor microenvironment (TME). Within the gut, the gut microbiota plays an essential role in maintaining the mucosal barrier to protect the gut from pathogens. Microbes can interact with DCs directly and induce their maturation. Some microbiota-derived metabolites, such as SCFAs, inosine, and peptidoglycan, or invasive microbes can activate macrophages (Møs), T cells and B cells in the lamina propria or Peyer’s patches. Systemically, gut microbiota-derived metabolites can disseminate to distal sites, especially the TME, through the portal vein and interact with tumor-associated lymphocytes, including DCs, NK cells, Møs and T cells. CTL cytotoxic T lymphocyteCC BY · PubMed Central
Fig. 2 Mechanism through which some gut microbiota-derived metabolites influence antitumor therapy. These metabolites, including TMAO from Clostridiales, c-di-AMP from Akkermansia, inosine from Bifidobacterium pseudolongum, peptidoglycan from Bifidobacterium bifidum, β-galactosidase from Streptococcus thermophilus and butyrate, are representative metabolites that have been reported in the last two years. They can spread to the TME through the circulatory system or interact with mutated enterocytes directly and mediate antitumor therapy by different mechanisms and pathways. TLRs Toll-like receptors, AhR aryl hydrocarbon receptor, A2AR: adenosine 2A receptor
Fig. 2 Mechanism through which some gut microbiota-derived metabolites influence antitumor therapy. These metabolites, including TMAO from Clostridiales, c-di-AMP from Akkermansia, inosine from Bifidobacterium pseudolongum, peptidoglycan from Bifidobacterium bifidum, β-galactosidase from Streptococcus thermophilus and butyrate, are representative metabolites that have been reported in the last two years. They can spread to the TME through the circulatory system or interact with mutated enterocytes directly and mediate antitumor therapy by different mechanisms and pathways. TLRs Toll-like receptors, AhR aryl hydrocarbon receptor, A2AR: adenosine 2A receptorCC BY · PubMed Central

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

Show all 77 references

Research works printed but not linked: 181

  1. Galluzzi L, Chan TA, Kroemer G, Wolchok JD, Lopez-Soto A. The hallmarks of successful anticancer immunotherapy. Sci Transl Med. 2018;10(459): eaat7807. · DOI · Paper page
  2. Sharma P, Hu-Lieskovan S, Wargo JA, Ribas A. Primary, adaptive, and acquired resistance to cancer immunotherapy. Cell. 2017;168(4):707–23. · DOI · Paper page
  3. Cullin N, Azevedo Antunes C, Straussman R, Stein-Thoeringer CK, Elinav E. Microbiome and cancer. Cancer Cell. 2021;39(10):1317–41. · DOI · Paper page
  4. Sender R, Fuchs S, Milo R. Revised estimates for the number of human and bacteria cells in the body. PLoS Biol. 2016;14(8): e1002533. · DOI · Paper page
  5. Almeida A, Mitchell AL, Boland M, Forster SC, Gloor GB, Tarkowska A, et al. A new genomic blueprint of the human gut microbiota. Nature. 2019;568(7753):499–504. · DOI · Paper page
  6. Human Microbiome Project C. Structure, function and diversity of the healthy human microbiome. Nature. 2012;486(7402):207–14. · DOI · Paper page
  7. Lin K, Zhu L, Yang L. Gut and obesity/metabolic disease: focus on microbiota metabolites. MedComm. 2022;3(3): e171. · DOI
  8. Sepich-Poore GD, Zitvogel L, Straussman R, Hasty J, Wargo JA, Knight R. The microbiome and human cancer. Science. 2021;371(6536): eabc4552. · DOI · Paper page
  9. Helmink BA, Khan MAW, Hermann A, Gopalakrishnan V, Wargo JA. The microbiome, cancer, and cancer therapy. Nat Med. 2019;25(3):377–88. · DOI · Paper page
  10. Woelk CH, Snyder A. Modulating gut microbiota to treat cancer. Science. 2021;371(6529):573–4. · DOI
  11. Hanahan D, Weinberg RA. Hallmarks of cancer: the next generation. Cell. 2011;144(5):646–74. · DOI · Paper page
  12. Song M, Chan AT. Environmental factors, gut microbiota, and colorectal cancer prevention. Clin Gastroenterol Hepatol. 2019;17(2):275–89. · DOI · Paper page
  13. Diaz P, Valenzuela Valderrama M, Bravo J, Quest AFG. Helicobacter pylori and gastric cancer: adaptive cellular mechanisms involved in disease progression. Front Microbiol. 2018;9:5. · DOI
  14. Di Domenico EG, Cavallo I, Pontone M, Toma L, Ensoli F. Biofilm producing Salmonella typhi: chronic colonization and development of gallbladder cancer. Int J Mol Sci. 2017;18(9):1887. · DOI
  15. Boleij A, Hechenbleikner EM, Goodwin AC, Badani R, Stein EM, Lazarev MG, et al. The Bacteroides fragilis toxin gene is prevalent in the colon mucosa of colorectal cancer patients. Clin Infect Dis. 2015;60(2):208–15. · DOI · Paper page
  16. Parida S, Wu S, Siddharth S, Wang G, Muniraj N, Nagalingam A, et al. A procarcinogenic colon microbe promotes breast tumorigenesis and metastatic progression and concomitantly activates notch and beta-catenin axes. Cancer Discov. 2021;11(5):1138–57. · DOI
  17. Liu QQ, Li CM, Fu LN, Wang HL, Tan J, Wang YQ, et al. Enterotoxigenic Bacteroides fragilis induces the stemness in colorectal cancer via upregulating histone demethylase JMJD2B. Gut Microbes. 2020;12(1):1788900. · DOI
  18. Rubinstein MR, Wang X, Liu W, Hao Y, Cai G, Han YW. Fusobacterium nucleatum promotes colorectal carcinogenesis by modulating E-cadherin/beta-catenin signaling via its FadA adhesin. Cell Host Microbe. 2013;14(2):195–206. · DOI · Paper page
  19. Rubinstein MR, Baik JE, Lagana SM, Han RP, Raab WJ, Sahoo D, et al. Fusobacterium nucleatum promotes colorectal cancer by inducing Wnt/beta-catenin modulator Annexin A1. EMBO Rep. 2019;20(4): e47638. · DOI
  20. Gur C, Ibrahim Y, Isaacson B, Yamin R, Abed J, Gamliel M, et al. Binding of the Fap2 protein of Fusobacterium nucleatum to human inhibitory receptor TIGIT protects tumors from immune cell attack. Immunity. 2015;42(2):344–55. · DOI · Paper page
  21. Pushalkar S, Hundeyin M, Daley D, Zambirinis CP, Kurz E, Mishra A, et al. The pancreatic cancer microbiome promotes oncogenesis by induction of innate and adaptive immune suppression. Cancer Discov. 2018;8(4):403–16. · DOI · Paper page
  22. Louis P, Hold GL, Flint HJ. The gut microbiota, bacterial metabolites and colorectal cancer. Nat Rev Microbiol. 2014;12(10):661–72. · DOI
  23. Jin C, Lagoudas GK, Zhao C, Bullman S, Bhutkar A, Hu B, et al. Commensal microbiota promote lung cancer development via gammadelta T cells. Cell. 2019;176(5):998-1013.e16. · DOI · Paper page
  24. Song M, Chan AT, Sun J. Influence of the gut microbiome, diet, and environment on risk of colorectal cancer. Gastroenterology. 2020;158(2):322–40. · DOI · Paper page
  25. Han S, Zhuang J, Pan Y, Wu W, Ding K. Different characteristics in gut microbiome between advanced adenoma patients and colorectal cancer patients by metagenomic analysis. Microbiol Spectr. 2022;10(6): e0159322. · DOI
  26. Lee JWJ, Plichta DR, Asher S, Delsignore M, Jeong T, McGoldrick J, et al. Association of distinct microbial signatures with premalignant colorectal adenomas. Cell Host Microbe. 2023;31(5):827-838.e3. · DOI
  27. Yang J, He Q, Lu F, Chen K, Ni Z, Wang H, et al. A distinct microbiota signature precedes the clinical diagnosis of hepatocellular carcinoma. Gut Microbes. 2023;15(1):2201159. · DOI
  28. Chang L, Qiu L, Lei N, Zhou J, Guo R, Gao F, et al. Characterization of fecal microbiota in cervical cancer patients associated with tumor stage and prognosis. Front Cell Infect Microbiol. 2023;13:1145950. · DOI
  29. Xu W, Wang T, Wang N, Zhang H, Zha Y, Ji L, et al. Artificial intelligence-enabled microbiome-based diagnosis models for a broad spectrum of cancer types. Brief Bioinform. 2023;24(3):bbad178. · DOI
  30. Chassaing B, Kumar M, Baker MT, Singh V, Vijay-Kumar M. Mammalian gut immunity. Biomed J. 2014;37(5):246–58. · DOI
  31. McQuade JL, Daniel CR, Helmink BA, Wargo JA. Modulating the microbiome to improve therapeutic response in cancer. Lancet Oncol. 2019;20(2):e77–91. · DOI · Paper page
  32. Zheng D, Liwinski T, Elinav E. Interaction between microbiota and immunity in health and disease. Cell Res. 2020;30(6):492–506. · DOI · Paper page
  33. Jimenez-Saiz R, Anipindi VC, Galipeau H, Ellenbogen Y, Chaudhary R, Koenig JF, et al. Microbial regulation of enteric eosinophils and its impact on tissue remodeling and Th2 immunity. Front Immunol. 2020;11:155. · DOI
  34. Roviello G, Iannone LF, Bersanelli M, Mini E, Catalano M. The gut microbiome and efficacy of cancer immunotherapy. Pharmacol Ther. 2022;231: 107973. · DOI
  35. Smith K, McCoy KD, Macpherson AJ. Use of axenic animals in studying the adaptation of mammals to their commensal intestinal microbiota. Semin Immunol. 2007;19(2):59–69. · DOI
  36. Marquant Q, Laubreton D, Drajac C, Mathieu E, Bouguyon E, Noordine ML, et al. The microbiota plays a critical role in the reactivity of lung immune components to innate ligands. FASEB J. 2021;35(4): e21348. · DOI
  37. Ivanov II, Atarashi K, Manel N, Brodie EL, Shima T, Karaoz U, et al. Induction of intestinal Th17 cells by segmented filamentous bacteria. Cell. 2009;139(3):485–98. · DOI · Paper page
  38. Wesemann DR, Portuguese AJ, Meyers RM, Gallagher MP, Cluff-Jones K, Magee JM, et al. Microbial colonization influences early B-lineage development in the gut lamina propria. Nature. 2013;501(7465):112–5. · DOI · Paper page
  39. Honda K, Littman DR. The microbiota in adaptive immune homeostasis and disease. Nature. 2016;535(7610):75–84. · DOI · Paper page
  40. Levy M, Kolodziejczyk AA, Thaiss CA, Elinav E. Dysbiosis and the immune system. Nat Rev Immunol. 2017;17(4):219–32. · DOI · Paper page
  41. Mowat AM, Agace WW. Regional specialization within the intestinal immune system. Nat Rev Immunol. 2014;14(10):667–85. · DOI
  42. Rescigno M, Urbano M, Valzasina B, Francolini M, Rotta G, Bonasio R, et al. Dendritic cells express tight junction proteins and penetrate gut epithelial monolayers to sample bacteria. Nat Immunol. 2001;2(4):361–7. · DOI
  43. Ichinohe T, Pang IK, Kumamoto Y, Peaper DR, Ho JH, Murray TS, et al. Microbiota regulates immune defense against respiratory tract influenza A virus infection. Proc Natl Acad Sci USA. 2011;108(13):5354–9. · DOI · Paper page
  44. Arpaia N, Campbell C, Fan X, Dikiy S, van der Veeken J, deRoos P, et al. Metabolites produced by commensal bacteria promote peripheral regulatory T-cell generation. Nature. 2013;504(7480):451–5. · DOI · Paper page
  45. Luu M, Weigand K, Wedi F, Breidenbend C, Leister H, Pautz S, et al. Regulation of the effector function of CD8(+) T cells by gut microbiota-derived metabolite butyrate. Sci Rep. 2018;8(1):14430. · DOI
  46. Paik D, Yao L, Zhang Y, Bae S, D’Agostino GD, Zhang M, et al. Human gut bacteria produce TauEta17-modulating bile acid metabolites. Nature. 2022;603(7903):907–12. · DOI · Paper page
  47. Constantinides MG, McDonald BD, Verhoef PA, Bendelac A. A committed precursor to innate lymphoid cells. Nature. 2014;508(7496):397–401. · DOI
  48. Vetizou M, Pitt JM, Daillere R, Lepage P, Waldschmitt N, Flament C, et al. Anticancer immunotherapy by CTLA-4 blockade relies on the gut microbiota. Science. 2015;350(6264):1079–84. · DOI · Paper page
  49. Bessell CA, Isser A, Havel JJ, Lee S, Bell DR, Hickey JW, et al. Commensal bacteria stimulate antitumor responses via T cell cross-reactivity. JCI Insight. 2020;5(8): e135597. · DOI
  50. Zhang Q, Ma C, Duan Y, Heinrich B, Rosato U, Diggs LP, et al. Gut microbiome directs hepatocytes to recruit MDSCs and promote cholangiocarcinoma. Cancer Discov. 2021;11(5):1248–67. · DOI
  51. Dunn GP, Bruce AT, Ikeda H, Old LJ, Schreiber RD. Cancer immunoediting: from immunosurveillance to tumor escape. Nat Immunol. 2002;3(11):991–8. · DOI · Paper page
  52. Igney FH, Krammer PH. Immune escape of tumors: apoptosis resistance and tumor counterattack. J Leukoc Biol. 2002;71(6):907–20. · DOI
  53. Zhang Y, Zhang Z. The history and advances in cancer immunotherapy: understanding the characteristics of tumor-infiltrating immune cells and their therapeutic implications. Cell Mol Immunol. 2020;17(8):807–21. · DOI
  54. Lizée G, Overwijk WW, Radvanyi L, Gao J, Sharma P, Hwu P. Harnessing the power of the immune system to target cancer. Annu Rev Med. 2013;64:71–90. · DOI
  55. Newsome RC, Gharaibeh RZ, Pierce CM, da Silva WV, Paul S, Hogue SR, et al. Interaction of bacterial genera associated with therapeutic response to immune checkpoint PD-1 blockade in a United States cohort. Genome Med. 2022;14(1):35. · DOI · Paper page
  56. Ponziani FR, De Luca A, Picca A, Marzetti E, Petito V, Del Chierico F, et al. Gut dysbiosis and fecal calprotectin predict response to immune checkpoint inhibitors in patients with hepatocellular carcinoma. Hepatol Commun. 2022;6(6):1492–501. · DOI · Paper page
  57. Chu S, Cheng Z, Yin Z, Xu J, Wu F, Jin Y, et al. Airway Fusobacterium is associated with poor response to immunotherapy in lung cancer. Onco Targets Ther. 2022;15:201–13. · DOI
  58. Mao J, Wang D, Long J, Yang X, Lin J, Song Y, et al. Gut microbiome is associated with the clinical response to anti-PD-1 based immunotherapy in hepatobiliary cancers. J Immunother Cancer. 2021;9(12): e003334. · DOI
  59. Boesch M, Baty F, Albrich WC, Flatz L, Rodriguez R, Rothschild SI, et al. Local tumor microbial signatures and response to checkpoint blockade in non-small cell lung cancer. Oncoimmunology. 2021;10(1):1988403. · DOI
  60. Yang D, Wang X, Zhou X, Zhao J, Yang H, Wang S, et al. Blood microbiota diversity determines response of advanced colorectal cancer to chemotherapy combined with adoptive T cell immunotherapy. Oncoimmunology. 2021;10(1):1976953. · DOI
  61. Chung MW, Kim MJ, Won EJ, Lee YJ, Yun YW, Cho SB, et al. Gut microbiome composition can predict the response to nivolumab in advanced hepatocellular carcinoma patients. World J Gastroenterol. 2021;27(42):7340–9. · DOI
  62. Zhang C, Wang J, Sun Z, Cao Y, Mu Z, Ji X. Commensal microbiota contributes to predicting the response to immune checkpoint inhibitors in non-small-cell lung cancer patients. Cancer Sci. 2021;112(8):3005–17. · DOI
  63. Zhang F, Ferrero M, Dong N, D’Auria G, Reyes-Prieto M, Herreros-Pomares A, et al. Analysis of the gut microbiota: an emerging source of biomarkers for immune checkpoint blockade therapy in non-small cell lung cancer. Cancers. 2021;13(11):2514. · DOI
  64. Chau J, Yadav M, Liu B, Furqan M, Dai Q, Shahi S, et al. Prospective correlation between the patient microbiome with response to and development of immune-mediated adverse effects to immunotherapy in lung cancer. BMC Cancer. 2021;21(1):808. · DOI
  65. Diefenbach CS, Peters BA, Li H, Raphael B, Moskovits T, Hymes K, et al. Microbial dysbiosis is associated with aggressive histology and adverse clinical outcome in B-cell non-Hodgkin lymphoma. Blood Adv. 2021;5(5):1194–8. · DOI
  66. Limeta A, Ji B, Levin M, Gatto F, Nielsen J. Meta-analysis of the gut microbiota in predicting response to cancer immunotherapy in metastatic melanoma. JCI Insight. 2020;5(23): e140940. · DOI · Paper page
  67. Vernocchi P, Gili T, Conte F, Del Chierico F, Conta G, Miccheli A, et al. Network analysis of gut microbiome and metabolome to discover microbiota-linked biomarkers in patients affected by non-small cell lung cancer. Int J Mol Sci. 2020;21(22):8730. · DOI
  68. Katayama Y, Yamada T, Shimamoto T, Iwasaku M, Kaneko Y, Uchino J, et al. The role of the gut microbiome on the efficacy of immune checkpoint inhibitors in Japanese responder patients with advanced non-small cell lung cancer. Transl Lung Cancer Res. 2019;8(6):847–53. · DOI
  69. Zheng Y, Wang T, Tu X, Huang Y, Zhang H, Tan D, et al. Gut microbiome affects the response to anti-PD-1 immunotherapy in patients with hepatocellular carcinoma. J Immunother Cancer. 2019;7(1):193. · DOI · Paper page
  70. Peng Z, Cheng S, Kou Y, Wang Z, Jin R, Hu H, et al. The gut microbiome is associated with clinical response to anti-PD-1/PD-L1 immunotherapy in gastrointestinal cancer. Cancer Immunol Res. 2020;8(10):1251–61. · DOI · Paper page
  71. Yin H, Yang L, Peng G, Yang K, Mi Y, Hu X, et al. The commensal consortium of the gut microbiome is associated with favorable responses to anti-programmed death protein 1 (PD-1) therapy in thoracic neoplasms. Cancer Biol Med. 2021;18(4):1040.
  72. Takada K, Shimokawa M, Takamori S, Shimamatsu S, Hirai F, Tagawa T, et al. Clinical impact of probiotics on the efficacy of anti-PD-1 monotherapy in patients with nonsmall cell lung cancer: a multicenter retrospective survival analysis study with inverse probability of treatment weighting. Int J Cancer. 2021;149(2):473–82. · DOI · Paper page
  73. Zhao H, Li D, Liu J, Zhou X, Han J, Wang L, et al. Bifidobacterium breve predicts the efficacy of anti-PD-1 immunotherapy combined with chemotherapy in Chinese NSCLC patients. Cancer Med. 2022;12(5):6325–36. · DOI
  74. Wu H, Zheng X, Pan T, Yang X, Chen X, Zhang B, et al. Dynamic microbiome and metabolome analyses reveal the interaction between gut microbiota and anti-PD-1 based immunotherapy in hepatocellular carcinoma. Int J Cancer. 2022;151(8):1321–34. · DOI
  75. Peiffer LB, White JR, Jones CB, Slottke RE, Ernst SE, Moran AE, et al. Composition of gastrointestinal microbiota in association with treatment response in individuals with metastatic castrate resistant prostate cancer progressing on enzalutamide and initiating treatment with anti-PD-1 (pembrolizumab). Neoplasia. 2022;32: 100822. · DOI
  76. Simpson RC, Shanahan ER, Batten M, Reijers ILM, Read M, Silva IP, et al. Diet-driven microbial ecology underpins associations between cancer immunotherapy outcomes and the gut microbiome. Nat Med. 2022;28(11):2344–52. · DOI · Paper page
  77. Hu Y, Li J, Ni F, Yang Z, Gui X, Bao Z, et al. CAR-T cell therapy-related cytokine release syndrome and therapeutic response is modulated by the gut microbiome in hematologic malignancies. Nat Commun. 2022;13(1):5313. · DOI
  78. Xu L, Ma Y, Fang C, Peng Z, Gao F, Moll JM, et al. Genomic and microbial factors affect the prognosis of anti-pd-1 immunotherapy in nasopharyngeal carcinoma. Front Oncol. 2022;12: 953884. · DOI
  79. Ramsay AG. Immune checkpoint blockade immunotherapy to activate anti-tumour T-cell immunity. Br J Haematol. 2013;162(3):313–25. · DOI
  80. Leach DR, Krummel MF, Allison JP. Enhancement of antitumor immunity by CTLA-4 blockade. Science. 1996;271(5256):1734–6. · DOI · Paper page
  81. Iwai Y, Ishida M, Tanaka Y, Okazaki T, Honjo T, Minato N. Involvement of PD-L1 on tumor cells in the escape from host immune system and tumor immunotherapy by PD-L1 blockade. Proc Natl Acad Sci USA. 2002;99(19):12293–7. · DOI
  82. Garon EB, Rizvi NA, Hui R, Leighl N, Balmanoukian AS, Eder JP, et al. Pembrolizumab for the treatment of non-small-cell lung cancer. N Engl J Med. 2015;372(21):2018–28. · DOI · Paper page
  83. Ott PA, Bang YJ, Piha-Paul SA, Razak ARA, Bennouna J, Soria JC, et al. T-Cell-inflamed gene-expression profile, programmed death ligand 1 expression, and tumor mutational burden predict efficacy in patients treated with pembrolizumab across 20 cancers: KEYNOTE-028. J Clin Oncol. 2019;37(4):318–27. · DOI · Paper page
  84. Lee SH, Cho SY, Yoon Y, Park C, Sohn J, Jeong JJ, et al. Bifidobacterium bifidum strains synergize with immune checkpoint inhibitors to reduce tumour burden in mice. Nat Microbiol. 2021;6(3):277–88. · DOI · Paper page
  85. Drummond RA, Desai JV, Ricotta EE, Swamydas M, Deming C, Conlan S, et al. Long-term antibiotic exposure promotes mortality after systemic fungal infection by driving lymphocyte dysfunction and systemic escape of commensal bacteria. Cell Host Microbe. 2022;30(7):1020-33.e6. · DOI · Paper page
  86. Kawanabe-Matsuda H, Takeda K, Nakamura M, Makino S, Karasaki T, Kakimi K, et al. Dietary lactobacillus-derived exopolysaccharide enhances immune-checkpoint blockade therapy. Cancer Discov. 2022;12(5):1336–55. · DOI
  87. Shi L, Sheng J, Chen G, Zhu P, Shi C, Li B, et al. Combining IL-2-based immunotherapy with commensal probiotics produces enhanced antitumor immune response and tumor clearance. J Immunother Cancer. 2020;8(2): e000973. · DOI
  88. Zhang SL, Mao YQ, Zhang ZY, Li ZM, Kong CY, Chen HL, et al. Pectin supplement significantly enhanced the anti-PD-1 efficacy in tumor-bearing mice humanized with gut microbiota from patients with colorectal cancer. Theranostics. 2021;11(9):4155–70. · DOI
  89. Wang H, Rong X, Zhao G, Zhou Y, Xiao Y, Ma D, et al. The microbial metabolite trimethylamine N-oxide promotes antitumor immunity in triple-negative breast cancer. Cell Metab. 2022;34(4):581-594.e8. · DOI · Paper page
  90. Leung EL, Huang J, Zhang J, Zhang J, Wang M, Zhu Y, et al. Novel anticancer strategy by targeting the gut microbial neurotransmitter signaling to overcome immunotherapy resistance. Antioxid Redox Signal. 2022;38(4):298–315.
  91. Li Q, Hu W, Liu WX, Zhao LY, Huang D, Liu XD, et al. Streptococcus thermophilus inhibits colorectal tumorigenesis through secreting beta-galactosidase. Gastroenterology. 2021;160(4):1179-1193.e14. · DOI
  92. Wang F, Yin Q, Chen L, Davis MM. Bifidobacterium can mitigate intestinal immunopathology in the context of CTLA-4 blockade. Proc Natl Acad Sci USA. 2018;115(1):157–61. · DOI · Paper page
  93. Sun S, Luo L, Liang W, Yin Q, Guo J, Rush AM, et al. Bifidobacterium alters the gut microbiota and modulates the functional metabolism of T regulatory cells in the context of immune checkpoint blockade. Proc Natl Acad Sci USA. 2020;117(44):27509–15. · DOI · Paper page
  94. Renga G, Nunzi E, Pariano M, Puccetti M, Bellet MM, Pieraccini G, et al. Optimizing therapeutic outcomes of immune checkpoint blockade by a microbial tryptophan metabolite. J Immunother Cancer. 2022;10(3): e003725. · DOI
  95. Lam KC, Araya RE, Huang A, Chen Q, Di Modica M, Rodrigues RR, et al. Microbiota triggers STING-type I IFN-dependent monocyte reprogramming of the tumor microenvironment. Cell. 2021;184(21):5338-5356.e21. · DOI · Paper page
  96. Mann JE, Ludwig ML, Kulkarni A, Scheftz EB, Murray IR, Zhai J, et al. Microbe-mediated activation of toll-like receptor 2 drives PDL1 expression in HNSCC. Cancers. 2021;13(19):4782. · DOI
  97. Han J, Zhang S, Xu Y, Pang Y, Zhang X, Hu Y, et al. Beneficial effect of antibiotics and microbial metabolites on expanded Vdelta2Vgamma9 T cells in hepatocellular carcinoma immunotherapy. Front Immunol. 2020;11:1380. · DOI
  98. Zhuo Q, Yu B, Zhou J, Zhang J, Zhang R, Xie J, et al. Lysates of Lactobacillus acidophilus combined with CTLA-4-blocking antibodies enhance antitumor immunity in a mouse colon cancer model. Sci Rep. 2019;9(1):20128. · DOI
  99. Yi M, Jiao D, Xu H, Liu Q, Zhao W, Han X, et al. Biomarkers for predicting efficacy of PD-1/PD-L1 inhibitors. Mol Cancer. 2018;17(1):129. · DOI
  100. Rosenberg SA, Lotze MT, Muul LM, Leitman S, Chang AE, Ettinghausen SE, et al. Observations on the systemic administration of autologous lymphokine-activated killer cells and recombinant interleukin-2 to patients with metastatic cancer. N Engl J Med. 1985;313(23):1485–92. · DOI
  101. Christofi T, Baritaki S, Falzone L, Libra M, Zaravinos A. Current perspectives in cancer immunotherapy. Cancers. 2019;11(10):1472. · DOI
  102. Lau HCH, Sung JJ, Yu J. Gut microbiota: impacts on gastrointestinal cancer immunotherapy. Gut Microbes. 2021;13(1):1–21. · DOI
  103. Tran E, Turcotte S, Gros A, Robbins PF, Lu YC, Dudley ME, et al. Cancer immunotherapy based on mutation-specific CD4+ T cells in a patient with epithelial cancer. Science. 2014;344(6184):641–5. · DOI
  104. Dudley ME, Rosenberg SA. Adoptive-cell-transfer therapy for the treatment of patients with cancer. Nat Rev Cancer. 2003;3(9):666–75. · DOI
  105. Zhu Y, Qian Y, Li Z, Li Y, Li B. Neoantigen-reactive T cell: an emerging role in adoptive cellular immunotherapy. MedComm. 2021;2(2):207–20. · DOI
  106. Zhang R, Zhang Z, Liu Z, Wei D, Wu X, Bian H, et al. Adoptive cell transfer therapy for hepatocellular carcinoma. Front Med. 2019;13(1):3–11. · DOI
  107. Wang H, Kaur G, Sankin AI, Chen F, Guan F, Zang X. Immune checkpoint blockade and CAR-T cell therapy in hematologic malignancies. J Hematol Oncol. 2019;12(1):59. · DOI
  108. Holstein SA, Lunning MA. CAR T-cell therapy in hematologic malignancies: a voyage in progress. Clin Pharmacol Ther. 2020;107(1):112–22. · DOI · Paper page
  109. Blumenberg V, Schubert ML, Zamir E, Schmidt S, Rohrbach R, Waldhoff P, et al. Antibiotic therapy and low gut microbiome diversity is associated with decreased response and high toxicity in BCP-ALL and DLBCL patients after treatment with CD19. CAR T-cells. Blood. 2020;136:33–4. · DOI
  110. Usyk M, Pandey A, Hayes RB, Moran U, Pavlick A, Osman I, et al. Bacteroides vulgatus and Bacteroides dorei predict immune-related adverse events in immune checkpoint blockade treatment of metastatic melanoma. Genome Med. 2021;13(1):160. · DOI
  111. Blake SJ, James J, Ryan FJ, Caparros-Martin J, Eden GL, Tee YC, et al. The immunotoxicity, but not anti-tumor efficacy, of anti-CD40 and anti-CD137 immunotherapies is dependent on the gut microbiota. Cell Rep Med. 2021;2(12): 100464. · DOI
  112. Matson V, Chervin CS, Gajewski TF. Cancer and the microbiome-influence of the commensal microbiota on cancer, immune responses, and immunotherapy. Gastroenterology. 2021;160(2):600–13. · DOI · Paper page
  113. Gough E, Shaikh H, Manges AR. Systematic review of intestinal microbiota transplantation (fecal bacteriotherapy) for recurrent Clostridium difficile infection. Clin Infect Dis. 2011;53(10):994–1002. · DOI · Paper page
  114. Huang J, Zheng X, Kang W, Hao H, Mao Y, Zhang H, et al. Metagenomic and metabolomic analyses reveal synergistic effects of fecal microbiota transplantation and anti-PD-1 therapy on treating colorectal cancer. Front Immunol. 2022;13: 874922. · DOI
  115. Ianiro G, Rossi E, Thomas AM, Schinzari G, Masucci L, Quaranta G, et al. Faecal microbiota transplantation for the treatment of diarrhoea induced by tyrosine-kinase inhibitors in patients with metastatic renal cell carcinoma. Nat Commun. 2020;11(1):4333. · DOI
  116. Kakihana K, Fujioka Y, Suda W, Najima Y, Kuwata G, Sasajima S, et al. Fecal microbiota transplantation for patients with steroid-resistant acute graft-versus-host disease of the gut. Blood. 2016;128(16):2083–8. · DOI · Paper page
  117. Bajaj JS, Salzman N, Acharya C, Takei H, Kakiyama G, Fagan A, et al. Microbial functional change is linked with clinical outcomes after capsular fecal transplant in cirrhosis. JCI Insight. 2019;4(24): e133410. · DOI
  118. Hartstra AV, Schuppel V, Imangaliyev S, Schrantee A, Prodan A, Collard D, et al. Infusion of donor feces affects the gut-brain axis in humans with metabolic syndrome. Mol Metab. 2020;42: 101076. · DOI
  119. Podolsky SH. Metchnikoff and the microbiome. Lancet. 2012;380(9856):1810–1. · DOI
  120. Hill C, Guarner F, Reid G, Gibson GR, Merenstein DJ, Pot B, et al. Expert consensus document. The International Scientific Association for Probiotics and Prebiotics consensus statement on the scope and appropriate use of the term probiotic. Nat Rev Gastroenterol Hepatol. 2014;11(8):506–14. · DOI
  121. Das M. Probiotics for chemoradiotherapy-induced oral mucositis. Lancet Oncol. 2019;20(1):E14. · DOI
  122. Jiang C, Wang H, Xia C, Dong Q, Chen E, Qiu Y, et al. A randomized, double-blind, placebo-controlled trial of probiotics to reduce the severity of oral mucositis induced by chemoradiotherapy for patients with nasopharyngeal carcinoma. Cancer. 2019;125(7):1081–90. · DOI
  123. Lee B, Lee J, Woo MY, Lee MJ, Shin HJ, Kim K, et al. Modulation of the gut microbiota alters the tumour-suppressive efficacy of Tim-3 pathway blockade in a bacterial species- and host factor-dependent manner. Microorganisms. 2020;8(9):1395. · DOI
  124. Corb Aron RA, Abid A, Vesa CM, Nechifor AC, Behl T, Ghitea TC, et al. Recognizing the benefits of pre-/probiotics in metabolic syndrome and type 2 diabetes mellitus considering the influence of Akkermansia muciniphila as a key gut bacterium. Microorganisms. 2021;9(3):618. · DOI
  125. Chen Z, Qian X, Chen S, Fu X, Ma G, Zhang A. Akkermansia muciniphila enhances the antitumor effect of cisplatin in Lewis lung cancer mice. J Immunol Res. 2020;2020:2969287. · DOI
  126. Tomita Y, Goto Y, Sakata S, Imamura K, Minemura A, Oka K, et al. Clostridium butyricum therapy restores the decreased efficacy of immune checkpoint blockade in lung cancer patients receiving proton pump inhibitors. Oncoimmunology. 2022;11(1):2081010. · DOI · Paper page
  127. Sivan A, Corrales L, Hubert N, Williams JB, Aquino-Michaels K, Earley ZM, et al. Commensal Bifidobacterium promotes antitumor immunity and facilitates anti-PD-L1 efficacy. Science. 2015;350(6264):1084–9. · DOI · Paper page
  128. Montalban-Arques A, Katkeviciute E, Busenhart P, Bircher A, Wirbel J, Zeller G, et al. Commensal Clostridiales strains mediate effective anti-cancer immune response against solid tumors. Cell Host Microbe. 2021;29(10):1573-1588.e7. · DOI
  129. Zhang SL, Han B, Mao YQ, Zhang ZY, Li ZM, Kong CY, et al. Lacticaseibacillus paracasei sh2020 induced antitumor immunity and synergized with anti-programmed cell death 1 to reduce tumor burden in mice. Gut Microbes. 2022;14(1):2046246. · DOI
  130. Tomasi M, Dalsass M, Beghini F, Zanella I, Caproni E, Fantappie L, et al. Commensal Bifidobacterium strains enhance the efficacy of neo-epitope based cancer vaccines. Vaccines. 2021;9(11):1356. · DOI
  131. Shi Y, Zheng W, Yang K, Harris KG, Ni K, Xue L, et al. Intratumoral accumulation of gut microbiota facilitates CD47-based immunotherapy via STING signaling. J Exp Med. 2020;217(5): e20192282. · DOI
  132. Shi L, Sheng J, Wang M, Luo H, Zhu J, Zhang B, et al. Combination therapy of TGF-beta blockade and commensal-derived probiotics provides enhanced antitumor immune response and tumor suppression. Theranostics. 2019;9(14):4115–29. · DOI
  133. Zhao J, Wang Y, Wang J, Lv M, Zhou C, Jia L, et al. Lactobacillus kefiranofaciens ZW18 from Kefir enhances the anti-tumor effect of anti-programmed cell death 1 (PD-1) immunotherapy by modulating the gut microbiota. Food Funct. 2022;13(19):10023–33. · DOI
  134. Kim S, Kim Y, Lee S, Kim Y, Jeon B, Kim H, et al. Live biotherapeutic Lactococcus lactis GEN3013 enhances antitumor efficacy of cancer treatment via modulation of cancer progression and immune system. Cancers. 2022;14(17):4083. · DOI
  135. Rackaityte E, Lynch SV. Rules of engagement in the gut microbiome. Nat Med. 2018;24(11):1642–4. · DOI
  136. Carmody RN, Gerber GK, Luevano JM Jr, Gatti DM, Somes L, Svenson KL, et al. Diet dominates host genotype in shaping the murine gut microbiota. Cell Host Microbe. 2015;17(1):72–84. · DOI · Paper page
  137. Le Chatelier E, Nielsen T, Qin J, Prifti E, Hildebrand F, Falony G, et al. Richness of human gut microbiome correlates with metabolic markers. Nature. 2013;500(7464):541–6. · DOI · Paper page
  138. Koh A, De Vadder F, Kovatcheva-Datchary P, Backhed F. From dietary fiber to host physiology: short-chain fatty acids as key bacterial metabolites. Cell. 2016;165(6):1332–45. · DOI · Paper page
  139. Morrison DJ, Preston T. Formation of short chain fatty acids by the gut microbiota and their impact on human metabolism. Gut microbes. 2016;7(3):189–200. · DOI · Paper page
  140. Kaczmarczyk MM, Miller MJ, Freund GG. The health benefits of dietary fiber: beyond the usual suspects of type 2 diabetes mellitus, cardiovascular disease and colon cancer. Metabolism. 2012;61(8):1058–66. · DOI · Paper page
  141. Rios-Covian D, Ruas-Madiedo P, Margolles A, Gueimonde M, de Los Reyes-Gavilan CG, Salazar N. Intestinal short chain fatty acids and their link with diet and human health. Front Microbiol. 2016;7:185. · DOI
  142. Sanders ME, Merenstein DJ, Reid G, Gibson GR, Rastall RA. Probiotics and prebiotics in intestinal health and disease: from biology to the clinic. Nat Rev Gastroenterol Hepatol. 2019;16(10):605–16. · DOI · Paper page
  143. Gibson GR, Hutkins R, Sanders ME, Prescott SL, Reimer RA, Salminen SJ, et al. Expert consensus document: the International Scientific Association for Probiotics and Prebiotics (ISAPP) consensus statement on the definition and scope of prebiotics. Nat Rev Gastroenterol Hepatol. 2017;14(8):491–502. · DOI · Paper page
  144. Panebianco C, Andriulli A, Pazienza V. Pharmacomicrobiomics: exploiting the drug-microbiota interactions in anticancer therapies. Microbiome. 2018;6(1):92. · DOI
  145. Zheng DW, Li RQ, An JX, Xie TQ, Han ZY, Xu R, et al. Prebiotics-encapsulated probiotic spores regulate gut microbiota and suppress colon cancer. Adv Mater. 2020;32(45): e2004529. · DOI · Paper page
  146. Huang J, Liu D, Wang Y, Liu L, Li J, Yuan J, et al. Ginseng polysaccharides alter the gut microbiota and kynurenine/tryptophan ratio, potentiating the antitumour effect of antiprogrammed cell death 1/programmed cell death ligand 1 (anti-PD-1/PD-L1) immunotherapy. Gut. 2022;71(4):734–45. · DOI · Paper page
  147. Han C, Song J, Hu J, Fu H, Feng Y, Mu R, et al. Smectite promotes probiotic biofilm formation in the gut for cancer immunotherapy. Cell Rep. 2021;34(6): 108706. · DOI
  148. Ferrere G, Tidjani Alou M, Liu P, Goubet AG, Fidelle M, Kepp O, et al. Ketogenic diet and ketone bodies enhance the anticancer effects of PD-1 blockade. JCI Insight. 2021;6(2): e145207. · DOI · Paper page
  149. Cvetkovic L, Regis C, Richard C, Derosa L, Leblond A, Malo J, et al. Physiologic colonic uptake of (18)F-FDG on PET/CT is associated with clinical response and gut microbiome composition in patients with advanced non-small cell lung cancer treated with immune checkpoint inhibitors. Eur J Nucl Med Mol Imaging. 2021;48(5):1550–9. · DOI
  150. Nomura M, Nagatomo R, Doi K, Shimizu J, Baba K, Saito T, et al. Association of short-chain fatty acids in the gut microbiome with clinical response to treatment with nivolumab or pembrolizumab in patients with solid cancer tumors. JAMA Netw Open. 2020;3(4): e202895. · DOI · Paper page
  151. Liu X, Wang L, Jing N, Jiang G, Liu Z. Biostimulating gut microbiome with bilberry anthocyanin combo to enhance anti-PD-L1 efficiency against murine colon cancer. Microorganisms. 2020;8(2):175. · DOI
  152. Lv J, Jia Y, Li J, Kuai W, Li Y, Guo F, et al. Gegen Qinlian decoction enhances the effect of PD-1 blockade in colorectal cancer with microsatellite stability by remodelling the gut microbiota and the tumour microenvironment. Cell Death Dis. 2019;10(6):415. · DOI
  153. Orillion A, Damayanti NP, Shen L, Adelaiye-Ogala R, Affronti H, Elbanna M, et al. Dietary protein restriction reprograms tumor-associated macrophages and enhances immunotherapy. Clin Cancer Res. 2018;24(24):6383–95. · DOI
  154. Dong M, Meng Z, Kuerban K, Qi F, Liu J, Wei Y, et al. Diosgenin promotes antitumor immunity and PD-1 antibody efficacy against melanoma by regulating intestinal microbiota. Cell Death Dis. 2018;9(10):1039. · DOI
  155. Park HJ, Boo S, Park I, Shin MS, Takahashi T, Takanari J, et al. AHCC((R)), a standardized extract of cultured Lentinula edodes mycelia, promotes the anti-tumor effect of dual immune checkpoint blockade effect in murine colon cancer. Front Immunol. 2022;13: 875872. · DOI
  156. Morrell S, Kohonen-Corish MRJ, Ward RL, Sorrell TC, Roder D, Currow DC. Antibiotic exposure within six months before systemic therapy was associated with lower cancer survival. J Clin Epidemiol. 2022;147:122–31. · DOI
  157. Ahmed J, Kumar A, Parikh K, Anwar A, Knoll BM, Puccio C, et al. Use of broad-spectrum antibiotics impacts outcome in patients treated with immune checkpoint inhibitors. Oncoimmunology. 2018;7(11): e1507670. · DOI
  158. Fessas P, Naeem M, Pinter M, Marron TU, Szafron D, Balcar L, et al. Early antibiotic exposure is not detrimental to therapeutic effect from immunotherapy in hepatocellular carcinoma. Liver Cancer. 2021;10(6):583–92. · DOI
  159. Woodfield JC, Clifford K, Schmidt B, Turner GA, Amer MA, McCall JL. Strategies for antibiotic administration for bowel preparation among patients undergoing elective colorectal surgery: a network meta-analysis. JAMA Surg. 2022;157(1):34–41. · DOI
  160. Khorasani S, Dossa F, McKechnie T, Englesakis M, Brar MS, de Buck van Overstraeten A. Association between preoperative oral antibiotics and the incidence of postoperative Clostridium difficile infection in adults undergoing elective colorectal resection: a systematic review and meta-analysis. Dis Colon Rectum. 2020;63(4):545–61. · DOI
  161. Serpas Higbie V, Rogers J, Hwang H, Qiao W, Xiao L, Dasari A, et al. Antibiotic exposure does not impact immune checkpoint blockade response in MSI-H/dMMR metastatic colorectal cancer: a single-center experience. Oncologist. 2022;27(11):952–7. · DOI
  162. Sethi V, Vitiello GA, Saxena D, Miller G, Dudeja V. The role of the microbiome in immunologic development and its implication for pancreatic cancer immunotherapy. Gastroenterology. 2019;156(7):2097-2115.e2. · DOI
  163. Vitiello GA, Cohen DJ, Miller G. Harnessing the microbiome for pancreatic cancer immunotherapy. Trends Cancer. 2019;5(11):670–6. · DOI
  164. Edlund H. Developmental biology of the pancreas. Diabetes. 2001;50(Suppl 1):S5-9. · DOI
  165. Kostine M, Mauric E, Tison A, Barnetche T, Barre A, Nikolski M, et al. Baseline co-medications may alter the anti-tumoural effect of checkpoint inhibitors as well as the risk of immune-related adverse events. Eur J Cancer. 2021;157:474–84. · DOI
  166. Iglesias-Santamaria A. Impact of antibiotic use and other concomitant medications on the efficacy of immune checkpoint inhibitors in patients with advanced cancer. Clin Transl Oncol. 2020;22(9):1481–90. · DOI
  167. Giordan Q, Salleron J, Vallance C, Moriana C, Clement-Duchene C. Impact of antibiotics and proton pump inhibitors on efficacy and tolerance of anti-PD-1 immune checkpoint inhibitors. Front Immunol. 2021;12: 716317. · DOI
  168. Ochi N, Ichihara E, Takigawa N, Harada D, Inoue K, Shibayama T, et al. The effects of antibiotics on the efficacy of immune checkpoint inhibitors in patients with non-small-cell lung cancer differ based on PD-L1 expression. Eur J Cancer. 2021;149:73–81. · DOI
  169. Yang M, Wang Y, Yuan M, Tao M, Kong C, Li H, et al. Antibiotic administration shortly before or after immunotherapy initiation is correlated with poor prognosis in solid cancer patients: an up-to-date systematic review and meta-analysis. Int Immunopharmacol. 2020;88: 106876. · DOI
  170. Wu Q, Liu J, Wu S, Xie X. The impact of antibiotics on efficacy of immune checkpoint inhibitors in malignancies: a study based on 44 cohorts. Int Immunopharmacol. 2021;92: 107303. · DOI
  171. Ishiyama Y, Kondo T, Nemoto Y, Kobari Y, Ishihara H, Tachibana H, et al. Antibiotic use and survival of patients receiving pembrolizumab for chemotherapy-resistant metastatic urothelial carcinoma. Urol Oncol. 2021;39(12):834.e21-834.e28. · DOI
  172. Pederzoli F, Bandini M, Raggi D, Marandino L, Basile G, Alfano M, et al. Is there a detrimental effect of antibiotic therapy in patients with muscle-invasive bladder cancer treated with neoadjuvant pembrolizumab? Eur Urol. 2021;80(3):319–22. · DOI
  173. Guven DC, Acar R, Yekeduz E, Bilgetekin I, Baytemur NK, Erol C, et al. The association between antibiotic use and survival in renal cell carcinoma patients treated with immunotherapy: a multi-center study. Curr Probl Cancer. 2021;45(6): 100760. · DOI
  174. Cren PY, Bertrand N, Le Deley MC, Genin M, Mortier L, Odou P, et al. Is the survival of patients treated with ipilimumab affected by antibiotics? An analysis of 1585 patients from the French National hospital discharge summary database (PMSI). Oncoimmunology. 2020;9(1):1846914. · DOI
  175. Buti S, Bersanelli M, Perrone F, Tiseo M, Tucci M, Adamo V, et al. Effect of concomitant medications with immune-modulatory properties on the outcomes of patients with advanced cancer treated with immune checkpoint inhibitors: development and validation of a novel prognostic index. Eur J Cancer. 2021;142:18–28. · DOI
  176. Hopkins AM, Kichenadasse G, Karapetis CS, Rowland A, Sorich MJ. Concomitant antibiotic use and survival in urothelial carcinoma treated with atezolizumab. Eur Urol. 2020;78(4):540–3. · DOI
  177. Kulkarni AA, Ebadi M, Zhang S, Meybodi MA, Ali AM, DeFor T, et al. Comparative analysis of antibiotic exposure association with clinical outcomes of chemotherapy versus immunotherapy across three tumour types. ESMO Open. 2020;5(5): e000803. · DOI
  178. Mohiuddin JJ, Chu B, Facciabene A, Poirier K, Wang X, Doucette A, et al. Association of antibiotic exposure with survival and toxicity in patients with melanoma receiving immunotherapy. J Natl Cancer Inst. 2021;113(2):162–70. · DOI
  179. Spakowicz D, Hoyd R, Muniak M, Husain M, Bassett JS, Wang L, et al. Inferring the role of the microbiome on survival in patients treated with immune checkpoint inhibitors: causal modeling, timing, and classes of concomitant medications. BMC Cancer. 2020;20(1):383. · DOI
  180. Kim H, Lee JE, Hong SH, Lee MA, Kang JH, Kim IH. The effect of antibiotics on the clinical outcomes of patients with solid cancers undergoing immune checkpoint inhibitor treatment: a retrospective study. BMC Cancer. 2019;19(1):1100. · DOI · Paper page
  181. Zhao S, Gao G, Li W, Li X, Zhao C, Jiang T, et al. Antibiotics are associated with attenuated efficacy of anti-PD-1/PD-L1 therapies in Chinese patients with advanced non-small cell lung cancer. Lung Cancer. 2019;130:10–7. · DOI · Paper page

Cited by

Sorted by citations

Metadata

Authors
Guo, C., Kong, L., Xiao, L., Liu, K., Cui, H., Xin, Q., Gu, X., Jiang, C., & Wu, J.
Venue
Cell & Bioscience
Published
2023-10-13
Volume
13
Issue
1
ISSN
2045-3701
Cited by
48
References
77
Language
en
Funders
  • National Natural Science Foundation of China (82272819, 81972888)
  • the Research Project of Jinan Microecological Biomedicine Shandong Laboratory (JNL202204A, JNL202219B, JNL-2023017D)
  • the Primary Research & Development Plan of Jiangsu Province (BE2022840)
  • Shandong Provincial Laboratory Project (SYS202202)
  • the Open Project of Chinese Materia Medica First-Class Discipline of Nanjing University of Chinese Medicine (2020YLXK007)

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review