Disentangling type 2 diabetes and metformin treatment signatures in the human gut microbiota

被引:1584
作者
Forslund, Kristoffer [1 ]
Hildebrand, Falk [1 ,2 ,3 ]
Nielsen, Trine [4 ]
Falony, Gwen [2 ,5 ]
Le Chatelier, Emmanuelle [6 ,7 ]
Sunagawa, Shinichi [1 ]
Prifti, Edi [6 ,7 ,8 ]
Vieira-Silva, Sara [2 ,5 ]
Gudmundsdottir, Valborg [9 ]
Pedersen, Helle Krogh [9 ]
Arumugam, Manimozhiyan [4 ]
Kristiansen, Karsten [10 ]
Voigt, Anita Yvonne [1 ,11 ,12 ,13 ]
Vestergaard, Henrik [4 ]
Hercog, Rajna [1 ]
Costea, Paul Igor [1 ]
Kultima, Jens Roat [1 ]
Li, Junhua [14 ]
Jorgensen, Torben [15 ,16 ,17 ]
Levenez, Florence [6 ,7 ]
Dore, Joel [6 ,7 ]
Nielsen, H. Bjorn [9 ]
Brunak, Soren [9 ,18 ]
Raes, Jeroen [2 ,3 ,5 ]
Hansen, Torben [4 ,19 ]
Wang, Jun [10 ,14 ,20 ,21 ,22 ,23 ]
Ehrlich, S. Dusko [6 ,7 ,24 ]
Bork, Peer [1 ,12 ,13 ,25 ,26 ]
Pedersen, Oluf [4 ]
机构
[1] European Mol Biol Lab, Struct & Computat Biol Unit, D-69117 Heidelberg, Germany
[2] Katholieke Univ Leuven, VIB Ctr Biol Dis, B-3000 Leuven, Belgium
[3] Vrije Univ Brussel, Dept Biosci Engn, B-1040 Brussels, Belgium
[4] Univ Copenhagen, Fac Hlth & Med Sci, Novo Nordisk Fdn, Ctr Basic Metab Res, DK-2200 Copenhagen, Denmark
[5] Katholieke Univ Leuven, Rega Inst Med Res, Dept Microbiol & Immunol, Lab Mol Bacteriol, B-3000 Leuven, Belgium
[6] INRA, MICALIS, F-78352 Jouy En Josas, France
[7] INRA, Metagenopolis, F-78352 Jouy En Josas, France
[8] Inst Cardiometab & Nutr, F-75013 Paris, France
[9] Tech Univ Denmark, Ctr Biol Sequence Anal, Dept Syst Biol, DK-2800 Lyngby, Denmark
[10] Univ Copenhagen, Dept Biol, DK-2100 Copenhagen, Denmark
[11] Univ Heidelberg Hosp, Inst Pathol, Dept Appl Tumor Biol, D-69120 Heidelberg, Germany
[12] Heidelberg Univ, Mol Med Partnership Unit, D-69120 Heidelberg, Germany
[13] European Mol Biol Lab, D-69120 Heidelberg, Germany
[14] Bejing Genom Inst BGI Shenzhen, Shenzhen 518083, Peoples R China
[15] Capital Reg Denmark, Res Ctr Prevent & Hlth, DK-2600 Glostrup, Denmark
[16] Univ Copenhagen, Fac Hlth & Med Sci, Dept Publ Hlth, DK-2600 Copenhagen, Denmark
[17] Aalborg Univ, Fac Med, DK-9100 Aalborg, Denmark
[18] Univ Copenhagen, Fac Hlth & Med Sci, Novo Nordisk Fdn, Ctr Prot Res,Dis Syst Biol, DK-2200 Copenhagen, Denmark
[19] Univ Southern Denmark, Fac Hlth Sci, DK-5000 Odense, Denmark
[20] King Abdulaziz Univ, Princess Al Jawhara Albrahim Ctr Excellence Res H, Jeddah 80205, Saudi Arabia
[21] Macau Univ Sci & Technol, Taipa, Macau, Peoples R China
[22] Univ Hong Kong, Dept Med, Hong Kong, Hong Kong, Peoples R China
[23] Univ Hong Kong, State Key Lab Pharmaceut Biotechnol, Hong Kong, Hong Kong, Peoples R China
[24] Kings Coll London, Guys Hosp, Dent Inst Cent Off, Ctr Host Microbiome Interact, London SE1 9RT, England
[25] Max Delbruck Ctr Mol Med, D-13125 Berlin, Germany
[26] Univ Wurzburg, Dept Bioinformat, D-97074 Wurzburg, Germany
基金
欧洲研究理事会;
关键词
SP-NOV; IDENTIFICATION; CLOSTRIDIUM; METAGENOME; GENOMES; HEALTH; COLI; LIFE; RAT;
D O I
10.1038/nature15766
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
In recent years, several associations between common chronic human disorders and altered gut microbiome composition and function have been reported(1,2). In most of these reports, treatment regimens were not controlled for and conclusions could thus be confounded by the effects of various drugs on the microbiota, which may obscure microbial causes, protective factors or diagnostically relevant signals. Our study addresses disease and drug signatures in the human gut microbiome of type 2 diabetes mellitus (T2D). Two previous quantitative gut metagenomics studies of T2D patients that were unstratified for treatment yielded divergent conclusions regarding its associated gut microbial dysbiosis(3,4). Here we show, using 784 available human gut metagenomes, how antidiabetic medication confounds these results, and analyse in detail the effects of the most widely used antidiabetic drug metformin. We provide support for microbial mediation of the therapeutic effects of metformin through short-chain fatty acid production, as well as for potential microbiota-mediated mechanisms behind known intestinal adverse effects in the form of a relative increase in abundance of Escherichia species. Controlling for metformin treatment, we report a unified signature of gut microbiome shifts in T2D with a depletion of butyrate-producing taxa(3,4). These in turn cause functional microbiome shifts, in part alleviated by metformin-induced changes. Overall, the present study emphasizes the need to disentangle gut microbiota signatures of specific human diseases from those of medication.
引用
收藏
页码:262 / +
页数:12
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