Drivers and determinants of strain dynamics following fecal microbiota transplantation

被引:125
作者
Schmidt, Thomas S. B. [1 ]
Li, Simone S. [1 ,12 ,13 ]
Maistrenko, Oleksandr M. [1 ,14 ]
Akanni, Wasiu [1 ]
Coelho, Luis Pedro [1 ,15 ]
Dolai, Sibasish [2 ]
Fullam, Anthony [1 ]
Glazek, Anna M. [1 ]
Hercog, Rajna [3 ]
Herrema, Hilde [4 ]
Jung, Ferris [3 ]
Kandels, Stefanie [1 ]
Orakov, Askarbek [1 ]
Thielemann, Roman [1 ]
von Stetten, Moritz [1 ]
Van Rossum, Thea [1 ]
Benes, Vladimir [3 ]
Borody, Thomas J. [2 ]
de Vos, Willem M. [5 ,6 ]
Ponsioen, Cyriel Y. [7 ]
Nieuwdorp, Max [4 ,8 ]
Bork, Peer [1 ,9 ,10 ,11 ]
机构
[1] European Mol Biol Lab, Struct & Computat Biol Unit, Heidelberg, Germany
[2] Ctr Digest Dis, Sydney, NSW, Australia
[3] European Mol Biol Lab, Genom Core Facil, Heidelberg, Germany
[4] Amsterdam Univ Med Ctr, Dept Expt Vasc Med, Amsterdam, Netherlands
[5] Wageningen Univ, Lab Microbiol, Wageningen, Netherlands
[6] Univ Helsinki, Fac Med, Human Microbiome Res Program, Helsinki, Finland
[7] Amsterdam Univ Med Ctr, Dept Gastroenterol & Hepatol, Amsterdam, Netherlands
[8] Amsterdam Univ Med Ctr, Dept Vasc Med, Amsterdam, Netherlands
[9] Max Delbruck Ctr Mol Med, Berlin, Germany
[10] Yonsei Univ, Yonsei Frontier Lab, Seoul, South Korea
[11] Univ Wurzburg, Bioctr, Dept Bioinformat, Wurzburg, Germany
[12] Tech Univ Denmark, Novo Nordisk Fdn, Ctr Biosustainabil, Lyngby, Denmark
[13] Univ Queensland, Sch Chem & Mol Biosci, St Lucia, Qld, Australia
[14] Royal Netherlands Inst Sea Res, Dept Marine Microbiol & Biogeochem, T Horntje, Netherlands
[15] Fudan Univ, Key Lab Computat Neurosci & Brain Inspired Intell, Minist Educ, Shanghai, Peoples R China
基金
欧洲研究理事会; 英国医学研究理事会;
关键词
GUT MICROBIOME; DONOR FECES; THERAPY; BACTERIOTHERAPY; RESISTANCE; ACCURATE;
D O I
10.1038/s41591-022-01913-0
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Fecal microbiota transplantation (FMT) is a therapeutic intervention for inflammatory diseases of the gastrointestinal tract, but its clinical mode of action and subsequent microbiome dynamics remain poorly understood. Here we analyzed metagenomes from 316 FMTs, sampled pre and post intervention, for the treatment of ten different disease indications. We quantified strain-level dynamics of 1,089 microbial species, complemented by 47,548 newly constructed metagenome-assembled genomes. Donor strain colonization and recipient strain resilience were mostly independent of clinical outcomes, but accurately predictable using LASSO-regularized regression models that accounted for host, microbiome and procedural variables. Recipient factors and donor-recipient complementarity, encompassing entire microbial communities to individual strains, were the main determinants of strain population dynamics, providing insights into the underlying processes that shape the post-FMT gut microbiome. Applying an ecology-based framework to our findings indicated parameters that may inform the development of more effective, targeted microbiome therapies in the future, and suggested how patient stratification can be used to enhance donor microbiota colonization or the displacement of recipient microbes in clinical practice. Understanding the factors underlying colonization of donor microbes in recipients of fecal microbiota transplantation is a necessary first step to aid development of directed approaches that aim to couple colonization to clinical outcomes.
引用
收藏
页码:1902 / +
页数:17
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