Predictable modulation of cancer treatment outcomes by the gut microbiota

被引:125
|
作者
Heshiki, Yoshitaro [1 ,2 ]
Vazquez-Uribe, Ruben [3 ]
Li, Jin [4 ,5 ]
Ni, Yueqiong [2 ]
Quainoo, Scott [3 ]
Imamovic, Lejla [3 ]
Li, Jun [6 ,7 ]
Sorensen, Maria [3 ]
Chow, Billy K. C. [8 ]
Weiss, Glen J. [9 ]
Xu, Aimin [4 ,5 ]
Sommer, Morten O. A. [3 ]
Panagiotou, Gianni [1 ,2 ,10 ]
机构
[1] Hans Knoell Inst, Leibniz Inst Nat Prod Res & Infect Biol, Syst Biol & Bioinformat Unit, Jena, Germany
[2] Univ Hong Kong, Fac Sci, Sch Biol Sci, Syst Biol & Bioinformat Grp, Hong Kong, Peoples R China
[3] Tech Univ Denmark, Novo Nordisk Fdn, Ctr Biosustainabil, DK-2800 Lyngby, Denmark
[4] Univ Hong Kong, State Key Lab Pharmaceut Biotechnol, Hong Kong, Peoples R China
[5] Univ Hong Kong, Li Ka Shing Fac Med, Dept Med, Hong Kong, Peoples R China
[6] City Univ Hong Kong, Jockey Club Coll Vet Med & Life Sci, Dept Infect Dis & Publ Hlth, Hong Kong, Peoples R China
[7] City Univ Hong Kong, Sch Data Sci, Hong Kong, Peoples R China
[8] Univ Hong Kong, Fac Sci, Sch Biol Sci, Hong Kong, Peoples R China
[9] Univ Arizona, Coll Med Phoenix, Phoenix, AZ USA
[10] Univ Hong Kong, Li Ka Shing Fac Med, Dept Microbiol, Hong Kong, Peoples R China
关键词
Gut microbiota; Cancer; Treatment outcome; Machine learning; INTESTINAL MICROBIOTA; THERAPY; CELL; IDENTIFICATION; IMMUNOTHERAPY; CHEMOTHERAPY; STABILITY; BACTERIA; EFFICACY; ACIDS;
D O I
10.1186/s40168-020-00811-2
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
The gut microbiota has the potential to influence the efficacy of cancer therapy. Here, we investigated the contribution of the intestinal microbiome on treatment outcomes in a heterogeneous cohort that included multiple cancer types to identify microbes with a global impact on immune response. Human gut metagenomic analysis revealed that responder patients had significantly higher microbial diversity and different microbiota compositions compared to non-responders. A machine-learning model was developed and validated in an independent cohort to predict treatment outcomes based on gut microbiota composition and functional repertoires of responders and non-responders. Specific species, Bacteroides ovatus and Bacteroides xylanisolvens, were positively correlated with treatment outcomes. Oral gavage of these responder bacteria significantly increased the efficacy of erlotinib and induced the expression of CXCL9 and IFN-gamma in a murine lung cancer model. These data suggest a predictable impact of specific constituents of the microbiota on tumor growth and cancer treatment outcomes with implications for both prognosis and therapy.
引用
收藏
页数:14
相关论文
共 50 条
  • [41] Roles of microbiota in pancreatic cancer development and treatment
    Cruz, Mariana Santos
    Tintelnot, Joseph
    Gagliani, Nicola
    GUT MICROBES, 2024, 16 (01)
  • [42] Gut Microbiota Modulation of Efficacy and Toxicity of Cancer Chemotherapy and Immunotherapy
    Chrysostomou, Despoina
    Roberts, Lauren A.
    Marchesi, Julian R.
    Kinross, James M.
    GASTROENTEROLOGY, 2023, 164 (02) : 198 - 213
  • [43] Factors of faecal microbiota transplantation applied to cancer management
    Liu, Yi-Huang
    Chen, Juan
    Chen, Xiang
    Liu, Hong
    JOURNAL OF DRUG TARGETING, 2024, 32 (02) : 101 - 114
  • [44] The gut microbiota: an emerging modulator of drug resistance in hepatocellular carcinoma
    Yao, Jiali
    Ning, Beifang
    Ding, Jin
    GUT MICROBES, 2025, 17 (01)
  • [45] Bugs as Drugs: Understanding the Linkage between Gut Microbiota and Cancer Treatment
    Rana, Dhwani
    Salave, Sagar
    Perla, Akhil
    Nadkarni, Akanksha
    Kolhe, Shital
    Jindal, Anil B.
    Mandoli, Amit
    Dwivedi, Pradeep
    Benival, Derajram
    CURRENT DRUG TARGETS, 2022, 23 (09) : 869 - 888
  • [46] The intimate relationship between gut microbiota and cancer immunotherapy
    Elkrief, Arielle
    Derosa, Lisa
    Zitvogel, Laurence
    Kroemer, Guido
    Routy, Bertrand
    GUT MICROBES, 2019, 10 (03) : 424 - 428
  • [47] The role of the gut microbiota in gastric cancer: the immunoregulation and immunotherapy
    Wang, Meiqi
    Yang, Ge
    Tian, Yuan
    Zhang, Qihe
    Liu, Zhuo
    Xin, Ying
    FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [48] Gut microbiota in relation to frailty and clinical outcomes
    D'Amico, Federica
    Barone, Monica
    Brigidi, Patrizia
    Turroni, Silvia
    CURRENT OPINION IN CLINICAL NUTRITION AND METABOLIC CARE, 2023, 26 (03) : 219 - 225
  • [49] Leucovorin ameliorated methotrexate induced intestinal toxicity via modulation of the gut microbiota
    Huang, Xinyi
    Fang, Qing
    Rao, Tai
    Zhou, Luping
    Zeng, Xiangchang
    Tan, Zhirong
    Chen, Lulu
    Ouyang, Dongsheng
    TOXICOLOGY AND APPLIED PHARMACOLOGY, 2020, 391
  • [50] Gut microbiota signatures and modulation in irritable bowel syndrome
    Marasco, Giovanni
    Cremon, Cesare
    Barbaro, Maria Raffaella
    Stanghellini, Vincenzo
    Barbara, Giovanni
    MICROBIOME RESEARCH REPORTS, 2022, 1 (02):