Comparative Metaproteomics and Diversity Analysis of Human Intestinal Microbiota Testifies for Its Temporal Stability and Expression of Core Functions

被引:144
作者
Kolmeder, Carolin A. [1 ]
de Been, Mark [1 ]
Nikkila, Janne [1 ,2 ]
Ritamo, Ilja [2 ]
Matto, Jaana [2 ]
Valmu, Leena [2 ]
Salojarvi, Jarkko [1 ]
Palva, Airi [1 ]
Salonen, Anne [1 ]
de Vos, Willem M. [1 ,3 ]
机构
[1] Univ Helsinki, Dept Vet Biosci, Helsinki, Finland
[2] Finnish Red Cross Blood Serv, Helsinki, Finland
[3] Wageningen Univ, Microbiol Lab, Wageningen, Netherlands
来源
PLOS ONE | 2012年 / 7卷 / 01期
关键词
16S RIBOSOMAL-RNA; HUMAN FECAL MICROBIOTA; MICROARRAY ANALYSIS; GUT; PROTEINS; BUTYRATE; BACTERIA; CELL; PATHWAYS; CATALOG;
D O I
10.1371/journal.pone.0029913
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
The human intestinal tract is colonized by microbial communities that show a subject-specific composition and a high-level temporal stability in healthy adults. To determine whether this is reflected at the functional level, we compared the faecal metaproteomes of healthy subjects over time using a novel high-throughput approach based on denaturing polyacrylamide gel electrophoresis and liquid chromatography-tandem mass spectrometry. The developed robust metaproteomics workflow and identification pipeline was used to study the composition and temporal stability of the intestinal metaproteome using faecal samples collected from 3 healthy subjects over a period of six to twelve months. The same samples were also subjected to DNA extraction and analysed for their microbial composition and diversity using the Human Intestinal Tract Chip, a validated phylogenetic microarray. Using metagenome and single genome sequence data out of the thousands of mass spectra generated per sample, approximately 1,000 peptides per sample were identified. Our results indicate that the faecal metaproteome is subject-specific and stable during a one-year period. A stable common core of approximately 1,000 proteins could be recognized in each of the subjects, indicating a common functional core that is mainly involved in carbohydrate transport and degradation. Additionally, a variety of surface proteins could be identified, including potential microbes-host interacting components such as flagellins and pili. Altogether, we observed a highly comparable subject-specific clustering of the metaproteomic and phylogenetic profiles, indicating that the distinct microbial activity is reflected by the individual composition.
引用
收藏
页数:14
相关论文
共 57 条
[1]   Gapped BLAST and PSI-BLAST: a new generation of protein database search programs [J].
Altschul, SF ;
Madden, TL ;
Schaffer, AA ;
Zhang, JH ;
Zhang, Z ;
Miller, W ;
Lipman, DJ .
NUCLEIC ACIDS RESEARCH, 1997, 25 (17) :3389-3402
[2]   Fe-s cluster assembly pathways in bacteria [J].
Ayala-Castro, Carla ;
Saini, Avneesh ;
Outten, F. Wayne .
MICROBIOLOGY AND MOLECULAR BIOLOGY REVIEWS, 2008, 72 (01) :110-+
[3]   Soil metaproteomics: a review of an emerging environmental science. Significance, methodology and perspectives [J].
Bastida, F. ;
Moreno, J. L. ;
Nicolas, C. ;
Hernandez, T. ;
Garcia, C. .
EUROPEAN JOURNAL OF SOIL SCIENCE, 2009, 60 (06) :845-859
[4]   Genetic diversity of viable, injured, and dead fecal bacteria assessed by fluorescence-activated cell sorting and 16S rRNA gene analysis [J].
Ben-Amor, K ;
Heilig, H ;
Smidt, H ;
Vaughan, EE ;
Abee, T ;
de Vos, WM .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2005, 71 (08) :4679-4689
[5]   Through Ageing, and Beyond: Gut Microbiota and Inflammatory Status in Seniors and Centenarians [J].
Biagi, Elena ;
Nylund, Lotta ;
Candela, Marco ;
Ostan, Rita ;
Bucci, Laura ;
Pini, Elisa ;
Nikkila, Janne ;
Monti, Daniela ;
Satokari, Reetta ;
Franceschi, Claudio ;
Brigidi, Patrizia ;
De Vos, Willem .
PLOS ONE, 2010, 5 (05)
[6]   High temporal and inter-individual variation detected in the human ileal microbiota [J].
Booijink, Carien C. G. M. ;
El-Aidy, Sahar ;
Rajilic-Stojanovic, Mirjana ;
Heilig, Hans G. H. J. ;
Troost, Freddy J. ;
Smidt, Hauke ;
Kleerebezem, Michiel ;
de Vos, Willem M. ;
Zoetendal, Erwin G. .
ENVIRONMENTAL MICROBIOLOGY, 2010, 12 (12) :3213-3227
[7]   Metatranscriptome Analysis of the Human Fecal Microbiota Reveals Subject-Specific Expression Profiles, with Genes Encoding Proteins Involved in Carbohydrate Metabolism Being Dominantly Expressed [J].
Booijink, Carien C. G. M. ;
Boekhorst, Jos ;
Zoetendal, Erwin G. ;
Smidt, Hauke ;
Kleerebezem, Michiel ;
de Vos, Willem M. .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2010, 76 (16) :5533-5540
[8]   Comparative genomics of the genus Bifidobacterium [J].
Bottacini, Francesca ;
Medini, Duccio ;
Pavesi, Angelo ;
Turroni, Francesca ;
Foroni, Elena ;
Riley, David ;
Giubellini, Vanessa ;
Tettelin, Herve ;
van Sinderen, Douwe ;
Ventura, Marco .
MICROBIOLOGY-SGM, 2010, 156 :3243-3254
[9]   Structure and functions of keratin proteins in simple, stratified, keratinized and cornified epithelia [J].
Bragulla, Hermann H. ;
Homberger, Dominique G. .
JOURNAL OF ANATOMY, 2009, 214 (04) :516-559
[10]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32