Development and application of the human intestinal tract chip, a phylogenetic microarray: analysis of universally conserved phylotypes in the abundant microbiota of young and elderly adults

被引:326
作者
Rajilic-Stojanovic, Mirjana [1 ]
Heilig, Hans G. H. J. [1 ]
Molenaar, Douwe [2 ]
Kajander, Kajsa [3 ]
Surakka, Anu [3 ]
Smidt, Hauke [1 ]
de Vos, Willem M. [1 ,4 ]
机构
[1] Wageningen Univ, Microbiol Lab, NL-6703 HB Wageningen, Netherlands
[2] NIZO Food Res, NL-6710 BA Ede, Netherlands
[3] Valio Ltd, R&D, Helsinki 00370, Finland
[4] Univ Helsinki, Dept Vet Basic Sci, FIN-00014 Helsinki, Finland
关键词
16S RIBOSOMAL-RNA; GRADIENT GEL-ELECTROPHORESIS; HUMAN GASTROINTESTINAL-TRACT; GROUP-SPECIFIC PRIMERS; OLIGONUCLEOTIDE PROBES; FECAL BACTERIA; HUMAN FECES; HUMAN GUT; PREDOMINANT BACTERIA; CLONE LIBRARY;
D O I
10.1111/j.1462-2920.2009.01900.x
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
P>In this paper we present the in silico assessment of the diversity of variable regions of the small subunit ribosomal RNA (SSU rRNA) gene based on an ecosystem-specific curated database, describe a probe design procedure based on two hypervariable regions with minimal redundancy and test the potential of such probe design strategy for the design of a flexible microarray platform. This resulted in the development and application of a phylogenetic microarray for studying the human gastrointestinal microbiota - referred as the human intestinal tract chip (HITChip). Over 4800 dedicated tiling oligonucleotide probes were designed based on two hypervariable regions of the SSU rRNA gene of 1140 unique microbial phylotypes (< 98% identity) following analysis of over 16 000 human intestinal SSU rRNA sequences. These HITChip probes were hybridized to a diverse set of human intestinal samples and SSU rRNA clones to validate its fingerprinting and quantification potential. Excellent reproducibility (median Pearson's correlation of 0.99) was obtained following hybridization with T7 polymerase transcripts generated in vitro from SSU rRNA gene amplicons. A linear dose-response was observed with artificial mixtures of 40 different representative amplicons with relative abundances as low as 0.1% of total microbiota. Analysis of three consecutively collected faecal samples from ten individuals (five young and five elderly adults) revealed temporal dynamics and confirmed that the adult intestinal microbiota is an individual-specific and relatively stable ecosystem. Further analysis of the stable part allowed for the identification of a universal microbiota core at the approximate genus level (90% sequence similarity). This core consists of members of Actinobacteria, Bacteroidetes and Firmicutes. Used as a phylogenetic fingerprinting tool with the possibility for relative quantification, the HITChip has the potential to bridge the gaps in our knowledge in the quantitative and qualitative description of the human gastrointestinal microbiota composition.
引用
收藏
页码:1736 / 1751
页数:16
相关论文
共 79 条
[1]   PCR-induced sequence artifacts and bias: Insights from comparison of two 16S rRNA clone libraries constructed from the same sample [J].
Acinas, SG ;
Sarma-Rupavtarm, R ;
Klepac-Ceraj, V ;
Polz, MF .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2005, 71 (12) :8966-8969
[2]   BASIC LOCAL ALIGNMENT SEARCH TOOL [J].
ALTSCHUL, SF ;
GISH, W ;
MILLER, W ;
MYERS, EW ;
LIPMAN, DJ .
JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) :403-410
[3]   Comparative Analysis of Human Gut Microbiota by Barcoded Pyrosequencing [J].
Andersson, Anders F. ;
Lindberg, Mathilda ;
Jakobsson, Hedvig ;
Backhed, Fredrik ;
Nyren, Pal ;
Engstrand, Lars .
PLOS ONE, 2008, 3 (07)
[4]  
[Anonymous], APPL STATIST
[5]   Host-bacterial mutualism in the human intestine [J].
Bäckhed, F ;
Ley, RE ;
Sonnenburg, JL ;
Peterson, DA ;
Gordon, JI .
SCIENCE, 2005, 307 (5717) :1915-1920
[6]   Standardizing global gene expression analysis between laboratories and across platforms [J].
Bammler, T ;
Beyer, RP ;
Bhattacharya, S ;
Boorman, GA ;
Boyles, A ;
Bradford, BU ;
Bumgarner, RE ;
Bushel, PR ;
Chaturvedi, K ;
Choi, D ;
Cunningham, ML ;
Dengs, S ;
Dressman, HK ;
Fannin, RD ;
Farun, FM ;
Freedman, JH ;
Fry, RC ;
Harper, A ;
Humble, MC ;
Hurban, P ;
Kavanagh, TJ ;
Kaufmann, WK ;
Kerr, KF ;
Jing, L ;
Lapidus, JA ;
Lasarev, MR ;
Li, J ;
Li, YJ ;
Lobenhofer, EK ;
Lu, X ;
Malek, RL ;
Milton, S ;
Nagalla, SR ;
O'Malley, JP ;
Palmer, VS ;
Pattee, P ;
Paules, RS ;
Perou, CM ;
Phillips, K ;
Qin, LX ;
Qiu, Y ;
Quigley, SD ;
Rodland, M ;
Rusyn, I ;
Samson, LD ;
Schwartz, DA ;
Shi, Y ;
Shin, JL ;
Sieber, SO ;
Slifer, S .
NATURE METHODS, 2005, 2 (05) :351-356
[7]   CONSTRUCTING CONFIDENCE SETS USING RANK STATISTICS [J].
BAUER, DF .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1972, 67 (339) :687-690
[8]   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
[9]   Sequencing-independent method to generate oligonucleotide probes targeting a variable region in bacterial 16S rRNA by PCR with detachable primers [J].
Bertilsson, S ;
Cavanaugh, CM ;
Polz, MF .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2002, 68 (12) :6077-6086
[10]   High-density oligonucleotide arrays [J].
Blanchard, AP ;
Kaiser, RJ ;
Hood, LE .
BIOSENSORS & BIOELECTRONICS, 1996, 11 (6-7) :687-690