Metagenomic analysis revealed the potential role of gut microbiome in gout

被引:132
作者
Chu, Yongliang [1 ,2 ]
Sun, Silong [1 ,3 ]
Huang, Yufen [3 ]
Gao, Qiang [1 ,4 ]
Xie, Xuefeng [5 ]
Wang, Peng [3 ]
Li, Junxia [1 ]
Liang, Lifeng [3 ]
He, Xiaohong [1 ]
Jiang, Yiqi [3 ,6 ]
Wang, Maojie [1 ,7 ,8 ]
Yang, Jianhua [4 ]
Chen, Xiumin [1 ,9 ,10 ]
Zhou, Chu [4 ]
Zhao, Yue [1 ]
Ding, Fen [4 ]
Zhang, Yi [4 ]
Wu, Xiaodong [1 ]
Bai, Xueyuan [10 ]
Wu, Jiaqi [1 ]
Wei, Xia [4 ]
Chen, Xianghong [1 ]
Yue, Zhen [3 ]
Fang, Xiaodong [1 ,3 ]
Huang, Qingchun [1 ]
Wang, Zhang [11 ]
Huang, Runyue [1 ,7 ,9 ]
机构
[1] Guangzhou Univ Chinese Med, Affiliated Hosp 2, Guangdong Prov Hosp Chinese Med, State Key Lab Dampness Syndrome Chinese Med, Guangzhou, Peoples R China
[2] Guangdong Prov Hosp Chinese Med, Zhuhai Branch, Zhuhai, Peoples R China
[3] BGI Shenzhen, Shenzhen, Peoples R China
[4] BGI Shenzhen, BGI Genom, Shenzhen, Peoples R China
[5] BGI Shenzhen, BGI Inst Appl Agr, Shenzhen, Peoples R China
[6] City Univ Hong Kong, Dept Comp Sci, Hong Kong, Peoples R China
[7] Guangdong Prov Key Lab Clin Res Tradit Chinese Me, Guangzhou, Peoples R China
[8] Univ Med Ctr Utrecht, Ctr Mol Med, Utrecht, Netherlands
[9] Guangzhou Univ Chinese Med, Guangdong Hong Kong Macau Joint Lab Chinese Med &, Guangzhou, Peoples R China
[10] Sun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou, Peoples R China
[11] South China Normal Univ, Sch Life Sci, Inst Ecol Sci, Guangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
ADJUVANT-INDUCED ARTHRITIS; URIC-ACID; DEGRADATION; METABOLISM; DIVERSITY;
D O I
10.1038/s41522-021-00235-2
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Emerging evidence indicates an association between gut microbiome and arthritis diseases including gout. However, how and which gut bacteria affect host urate degradation and inflammation in gout remains unclear. Here we performed a metagenome analysis on 307 fecal samples from 102 gout patients and 86 healthy controls. Gout metagenomes significantly differed from those of healthy controls. The relative abundances of Prevotella, Fusobacterium, and Bacteroides were increased in gout, whereas those of Enterobacteriaceae and butyrate-producing species were decreased. Functionally, gout patients had greater abundances for genes in fructose, mannose metabolism and lipid A biosynthesis, and lower for genes in urate degradation and short chain fatty acid production. A three-pronged association between metagenomic species, functions and clinical parameters revealed that decreased abundances of species in Enterobacteriaceae were associated with reduced amino acid metabolism and environmental sensing, which together contribute to increased serum uric acid and C-reactive protein levels in gout. A random forest classifier based on three gut microbial genes showed high predictivity for gout in both discovery and validation cohorts (0.91 and 0.80 accuracy), with high specificity in the context of other chronic disorders. Longitudinal analysis showed that uric-acid-lowering and anti-inflammatory drugs partially restored gut microbiota after 24-week treatment. Comparative analysis with obesity, type 2 diabetes, ankylosing spondylitis and rheumatoid arthritis indicated that gout metagenomes were more similar to those of autoimmune than metabolic diseases. Our results suggest that gut dysbiosis was associated with dysregulated host urate degradation and systemic inflammation and may be used as non-invasive diagnostic markers for gout.
引用
收藏
页数:13
相关论文
共 52 条
  • [1] Enterotypes of the human gut microbiome
    Arumugam, Manimozhiyan
    Raes, Jeroen
    Pelletier, Eric
    Le Paslier, Denis
    Yamada, Takuji
    Mende, Daniel R.
    Fernandes, Gabriel R.
    Tap, Julien
    Bruls, Thomas
    Batto, Jean-Michel
    Bertalan, Marcelo
    Borruel, Natalia
    Casellas, Francesc
    Fernandez, Leyden
    Gautier, Laurent
    Hansen, Torben
    Hattori, Masahira
    Hayashi, Tetsuya
    Kleerebezem, Michiel
    Kurokawa, Ken
    Leclerc, Marion
    Levenez, Florence
    Manichanh, Chaysavanh
    Nielsen, H. Bjorn
    Nielsen, Trine
    Pons, Nicolas
    Poulain, Julie
    Qin, Junjie
    Sicheritz-Ponten, Thomas
    Tims, Sebastian
    Torrents, David
    Ugarte, Edgardo
    Zoetendal, Erwin G.
    Wang, Jun
    Guarner, Francisco
    Pedersen, Oluf
    de Vos, Willem M.
    Brunak, Soren
    Dore, Joel
    Weissenbach, Jean
    Ehrlich, S. Dusko
    Bork, Peer
    [J]. NATURE, 2011, 473 (7346) : 174 - 180
  • [2] ESTIMATING THE POPULATION-SIZE FOR CAPTURE RECAPTURE DATA WITH UNEQUAL CATCHABILITY
    CHAO, A
    [J]. BIOMETRICS, 1987, 43 (04) : 783 - 791
  • [3] The prevalence of gout in mainland China from 2000 to 2016: a systematic review and meta-analysis
    Chen Y.
    Tang Z.
    Huang Z.
    Zhou W.
    Li Z.
    Li X.
    Sun F.
    [J]. Journal of Public Health, 2017, 25 (5) : 521 - 529
  • [4] Contemporary Prevalence of Gout and Hyperuricemia in the United States and Decadal Trends: The National Health and Nutrition Examination Survey, 2007-2016
    Chen-Xu, Michael
    Yokose, Chio
    Rai, Sharan K.
    Pillinger, Michael H.
    Choi, Hyon K.
    [J]. ARTHRITIS & RHEUMATOLOGY, 2019, 71 (06) : 991 - 999
  • [5] Gut microbiota composition correlates with diet and health in the elderly
    Claesson, Marcus J.
    Jeffery, Ian B.
    Conde, Susana
    Power, Susan E.
    O'Connor, Eibhlis M.
    Cusack, Siobhan
    Harris, Hugh M. B.
    Coakley, Mairead
    Lakshminarayanan, Bhuvaneswari
    O'Sullivan, Orla
    Fitzgerald, Gerald F.
    Deane, Jennifer
    O'Connor, Michael
    Harnedy, Norma
    O'Connor, Kieran
    O'Mahony, Denis
    van Sinderen, Douwe
    Wallace, Martina
    Brennan, Lorraine
    Stanton, Catherine
    Marchesi, Julian R.
    Fitzgerald, Anthony P.
    Shanahan, Fergus
    Hill, Colin
    Ross, R. Paul
    O'Toole, Paul W.
    [J]. NATURE, 2012, 488 (7410) : 178 - +
  • [6] Suppression of monosodium urate crystal-induced cytokine production by butyrate is mediated by the inhibition of class I histone deacetylases
    Cleophas, Maartje C. P.
    Crisan, Tania O.
    Lemmers, Heidi
    Toenhake-Dijkstra, Helga
    Fossati, Gianluca
    Jansen, Tim L.
    Dinarello, Charles A.
    Netea, Mihai G.
    Joosten, Leo A. B.
    [J]. ANNALS OF THE RHEUMATIC DISEASES, 2016, 75 (03) : 593 - 600
  • [7] Gut microbial composition in patients with psoriasis
    Codoner, Francisco M.
    Ramirez-Bosca, Ana
    Climent, Eric
    Carrion-Gutierrez, Miguel
    Guerrero, Mariano
    Manuel Perez-Orquin, Jose
    Horga de la Parte, Jose
    Genoves, Salvador
    Ramon, Daniel
    Navarro-Lopez, Vicente
    Chenoll, Empar
    [J]. SCIENTIFIC REPORTS, 2018, 8
  • [8] Total Lipopolysaccharide from the Human Gut Microbiome Silences Toll-Like Receptor Signaling
    d'Hennezel, Eva
    Abubucker, Sahar
    Murphy, Leon O.
    Cullen, Thomas W.
    [J]. MSYSTEMS, 2017, 2 (06)
  • [9] Diversity of the human intestinal microbial flora
    Eckburg, PB
    Bik, EM
    Bernstein, CN
    Purdom, E
    Dethlefsen, L
    Sargent, M
    Gill, SR
    Nelson, KE
    Relman, DA
    [J]. SCIENCE, 2005, 308 (5728) : 1635 - 1638
  • [10] Gut microbiome development along the colorectal adenoma-carcinoma sequence
    Feng, Qiang
    Liang, Suisha
    Jia, Huijue
    Stadlmayr, Andreas
    Tang, Longqing
    Lan, Zhou
    Zhang, Dongya
    Xia, Huihua
    Xu, Xiaoying
    Jie, Zhuye
    Su, Lili
    Li, Xiaoping
    Li, Xin
    Li, Junhua
    Xiao, Liang
    Huber-Schoenauer, Ursula
    Niederseer, David
    Xu, Xun
    Al-Aama, Jumana Yousuf
    Yang, Huanming
    Wang, Jian
    Kristiansen, Karsten
    Arumugam, Manimozhiyan
    Tilg, Herbert
    Datz, Christian
    Wang, Jun
    [J]. NATURE COMMUNICATIONS, 2015, 6