Meta-analyses of human gut microbes associated with obesity and IBD

被引:669
作者
Walters, William A. [1 ]
Xu, Zech [2 ]
Knight, Rob [2 ,3 ,4 ]
机构
[1] Univ Colorado, Dept Mol Cellular & Dev Biol, Boulder, CO 80309 USA
[2] Univ Colorado, BioFrontiers Inst, Boulder, CO 80309 USA
[3] Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
[4] Univ Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
基金
美国国家卫生研究院;
关键词
Gut microbiota; Metaanalysis; INFLAMMATORY-BOWEL-DISEASE; INTESTINAL MICROBIOTA; SIGNATURES; DIVERSITY;
D O I
10.1016/j.febslet.2014.09.039
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
Recent studies have linked human gut microbes to obesity and inflammatory bowel disease, but consistent signals have been difficult to identify. Here we test for indicator taxa and general features of the microbiota that are generally consistent across studies of obesity and of IBD, focusing on studies involving high-throughput sequencing of the 16S rRNA gene (which we could process using a common computational pipeline). We find that IBD has a consistent signature across studies and allows high classification accuracy of IBD from non-IBD subjects, but that although subjects can be classified as lean or obese within each individual study with statistically significant accuracy, consistent with the ability of the microbiota to experimentally transfer this phenotype, signatures of obesity are not consistent between studies even when the data are analyzed with consistent methods. The results suggest that correlations between microbes and clinical conditions with different effect sizes (e.g. the large effect size of IBD versus the small effect size of obesity) may require different cohort selection and analysis strategies. (C) 2014 The Authors. Published by Elsevier B.V. on behalf of the Federation of European Biochemical Societies.
引用
收藏
页码:4223 / 4233
页数:11
相关论文
共 53 条
[1]  
[Anonymous], GUT
[2]   Gastroenterology 1 - Inflammatory bowel disease: cause and immunobiology [J].
Baumgart, Daniel C. ;
Carding, Simon R. .
LANCET, 2007, 369 (9573) :1627-1640
[3]   Differences in gut microbiota composition between obese and lean children: a cross-sectional study [J].
Bervoets, Liene ;
Van Hoorenbeeck, Kim ;
Kortleven, Ineke ;
Van Noten, Caroline ;
Hens, Niel ;
Vael, Carl ;
Goossens, Herman ;
Desager, Kristine N. ;
Vankerckhoven, Vanessa .
GUT PATHOGENS, 2013, 5
[4]   An overview of fecal microbiota transplantation: techniques, indications, and outcomes [J].
Brandt, Lawrence J. ;
Aroniadis, Olga C. .
GASTROINTESTINAL ENDOSCOPY, 2013, 78 (02) :240-249
[5]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[6]   Intestinal integrity and Akkermansia muciniphila, a mucin-degrading member of the intestinal microbiota present in infants, adults, and the elderly [J].
Collado, M. Carmen ;
Derrien, Muriel ;
Isolauri, Erika .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2007, 73 (23) :7767-7770
[7]   Evidence of the megavirome in humans [J].
Colson, Philippe ;
Fancello, Laura ;
Gimenez, Gregory ;
Armougom, Fabrice ;
Desnues, Christelle ;
Fournous, Ghislain ;
Yoosuf, Niyaz ;
Million, Matthieu ;
La Scola, Bernard ;
Raoult, Didier .
JOURNAL OF CLINICAL VIROLOGY, 2013, 57 (03) :191-200
[8]   Greengenes, a chimera-checked 16S rRNA gene database and workbench compatible with ARB [J].
DeSantis, T. Z. ;
Hugenholtz, P. ;
Larsen, N. ;
Rojas, M. ;
Brodie, E. L. ;
Keller, K. ;
Huber, T. ;
Dalevi, D. ;
Hu, P. ;
Andersen, G. L. .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2006, 72 (07) :5069-5072
[9]   Human colonic microbiota associated with diet, obesity and weight loss [J].
Duncan, S. H. ;
Lobley, G. E. ;
Holtrop, G. ;
Ince, J. ;
Johnstone, A. M. ;
Louis, P. ;
Flint, H. J. .
INTERNATIONAL JOURNAL OF OBESITY, 2008, 32 (11) :1720-1724
[10]   Diversity of the human intestinal microbial flora [J].
Eckburg, PB ;
Bik, EM ;
Bernstein, CN ;
Purdom, E ;
Dethlefsen, L ;
Sargent, M ;
Gill, SR ;
Nelson, KE ;
Relman, DA .
SCIENCE, 2005, 308 (5728) :1635-1638