The gut microbiota is associated with immune cell dynamics in humans

被引:408
作者
Schluter, Jonas [1 ,2 ]
Peled, Jonathan U. [3 ,4 ]
Taylor, Bradford P. [2 ]
Markey, Kate A. [3 ,4 ]
Smith, Melody [3 ,4 ]
Taur, Ying [5 ,6 ]
Niehus, Rene [7 ]
Staffas, Anna [8 ]
Dai, Anqi [3 ]
Fontana, Emily [5 ,6 ]
Amoretti, Luigi A. [5 ,6 ]
Wright, Roberta J. [5 ,6 ]
Morjaria, Sejal [5 ,6 ]
Fenelus, Maly [9 ]
Pessin, Melissa S. [9 ]
Chao, Nelson J. [10 ]
Lew, Meagan [10 ]
Bohannon, Lauren [10 ]
Bush, Amy [10 ]
Sung, Anthony D. [10 ]
Hohl, Tobias M. [5 ,6 ]
Perales, Miguel-Angel [3 ,4 ]
van den Brink, Marcel R. M. [3 ,4 ]
Xavier, Joao B. [2 ]
机构
[1] NYU Langone Hlth, Inst Computat Med, New York, NY 10016 USA
[2] Mem Sloan Kettering Canc Ctr, Sloan Kettering Inst, Computat & Syst Biol Program, 1275 York Ave, New York, NY 10021 USA
[3] Mem Sloan Kettering Canc Ctr, Dept Med, Adult Bone Marrow Transplantat Serv, 1275 York Ave, New York, NY 10021 USA
[4] Weill Cornell Med Coll, New York, NY USA
[5] Sloan Kettering Inst, Dept Med, Infect Dis Serv, New York, NY USA
[6] Sloan Kettering Inst, Immunol Program, New York, NY USA
[7] Harvard Univ, TH Chan Sch Publ Hlth, Boston, MA 02115 USA
[8] Univ Gothenburg, Inst Biomed, Dept Microbiol & Immunol, Sahlgrenska Canc Ctr, Gothenburg, Sweden
[9] Mem Sloan Kettering Canc Ctr, Dept Lab Med, 1275 York Ave, New York, NY 10021 USA
[10] Duke Univ, Sch Med, Div Hematol Malignancies & Cellular Therapy, Durham, NC USA
基金
美国国家卫生研究院;
关键词
BACTERIA; HOMEOSTASIS; SELECTION; ECOSYSTEM;
D O I
10.1038/s41586-020-2971-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Influence of the gut microbiome on the human immune system is revealed by systems analysis of vast clinical data from decades of electronic health records paired with massive longitudinal microbiome sequencing. The gut microbiota influences development(1-3) and homeostasis(4-7) of the mammalian immune system, and is associated with human inflammatory(8) and immune diseases(9,10) as well as responses to immunotherapy(11-14). Nevertheless, our understanding of how gut bacteria modulate the immune system remains limited, particularly in humans, where the difficulty of direct experimentation makes inference challenging. Here we study hundreds of hospitalized-and closely monitored-patients with cancer receiving haematopoietic cell transplantation as they recover from chemotherapy and stem-cell engraftment. This aggressive treatment causes large shifts in both circulatory immune cell and microbiota populations, enabling the relationships between the two to be studied simultaneously. Analysis of observed daily changes in circulating neutrophil, lymphocyte and monocyte counts and more than 10,000 longitudinal microbiota samples revealed consistent associations between gut bacteria and immune cell dynamics. High-resolution clinical metadata and Bayesian inference allowed us to compare the effects of bacterial genera in relation to those of immunomodulatory medications, revealing a considerable influence of the gut microbiota-together and over time-on systemic immune cell dynamics. Our analysis establishes and quantifies the link between the gut microbiota and the human immune system, with implications for microbiota-driven modulation of immunity.
引用
收藏
页码:303 / 307
页数:22
相关论文
共 54 条
[1]   Lupus nephritis is linked to disease-activity associated expansions and immunity to a gut commensal [J].
Azzouz, Doua ;
Omarbekova, Aidana ;
Heguy, Adriana ;
Schwudke, Dominik ;
Gisch, Nicolas ;
Rovin, Brad H. ;
Caricchio, Roberto ;
Buyon, Jill P. ;
Alekseyenko, Alexander V. ;
Silverman, Gregg J. .
ANNALS OF THE RHEUMATIC DISEASES, 2019, 78 (07) :947-956
[2]   Microbiota-Derived Compounds Drive Steady-State Granulopoiesis via MyD88/TICAM Signaling [J].
Balmer, Maria L. ;
Schuerch, Christian M. ;
Saito, Yasuyuki ;
Geuking, Markus B. ;
Li, Hai ;
Cuenca, Miguelangel ;
Kovtonyuk, Larisa V. ;
Mccoy, Kathy D. ;
Hapfelmeier, Siegfried ;
Ochsenbein, Adrian F. ;
Manz, Markus G. ;
Sack, Emma ;
Macpherson, Andrew J. .
JOURNAL OF IMMUNOLOGY, 2014, 193 (10) :5273-5283
[3]   Role of the Microbiota in Immunity and Inflammation [J].
Belkaid, Yasmine ;
Hand, Timothy W. .
CELL, 2014, 157 (01) :121-141
[4]   Microbiota: Overview and Implication in Immunotherapy-Based Cancer Treatments [J].
Brandi, Giovanni ;
Frega, Giorgio .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 20 (11)
[5]  
Callahan BJ, 2016, NAT METHODS, V13, P581, DOI [10.1038/NMETH.3869, 10.1038/nmeth.3869]
[6]   Ultra-high-throughput microbial community analysis on the Illumina HiSeq and MiSeq platforms [J].
Caporaso, J. Gregory ;
Lauber, Christian L. ;
Walters, William A. ;
Berg-Lyons, Donna ;
Huntley, James ;
Fierer, Noah ;
Owens, Sarah M. ;
Betley, Jason ;
Fraser, Louise ;
Bauer, Markus ;
Gormley, Niall ;
Gilbert, Jack A. ;
Smith, Geoff ;
Knight, Rob .
ISME JOURNAL, 2012, 6 (08) :1621-1624
[7]   High neutrophil-to-lymphocyte ratio predicts short survival duration in amyotrophic lateral sclerosis [J].
Choi, Seok-Jin ;
Hong, Yoon-Ho ;
Kim, Sung-Min ;
Shin, Je-Young ;
Suh, Young Ju ;
Sung, Jung-Joon .
SCIENTIFIC REPORTS, 2020, 10 (01)
[8]   The maternal microbiota drives early postnatal innate immune development [J].
de Agueero, Mercedes Gomez ;
Ganal-Vonarburg, Stephanie C. ;
Fuhrer, Tobias ;
Rupp, Sandra ;
Uchimura, Yasuhiro ;
Li, Hai ;
Steinert, Anna ;
Heikenwalder, Mathias ;
Hapfelmeier, Siegfried ;
Sauer, Uwe ;
McCoy, Kathy D. ;
Macpherson, Andrew J. .
SCIENCE, 2016, 351 (6279) :1296-1301
[9]   The microbiota regulates neutrophil homeostasis and host resistance to Escherichia coli K1 sepsis in neonatal mice [J].
Deshmukh, Hitesh S. ;
Liu, Yuhong ;
Menkiti, Ogechukwu R. ;
Mei, Junjie ;
Dai, Ning ;
O'Leary, Claire E. ;
Oliver, Paula M. ;
Kolls, Jay K. ;
Weiser, Jeffrey N. ;
Worthen, G. Scott .
NATURE MEDICINE, 2014, 20 (05) :528-534
[10]   The evolution of the host microbiome as an ecosystem on a leash [J].
Foster, Kevin R. ;
Chluter, Jonas S. ;
Oyte, Katharine Z. C. ;
Rakoff-Nahoum, Seth .
NATURE, 2017, 548 (7665) :43-51