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SRX326348: GSM1191866: Rha 1; Bacteroides cellulosilyticus; RNA-Seq
1 ILLUMINA (Illumina HiSeq 2000) run: 10.4M spots, 521.5M bases, 319.6Mb downloads

Submitted by: Gene Expression Omnibus (GEO)
Study: Effects of Diet on Resource Utilization by a Model Human Gut Microbiota Containing Bacteroides cellulosilyticus WH2, a Symbiont with an Extensive Glycobiome (RNA-Seq)
show Abstracthide Abstract
The human gut microbiota is an important metabolic organ, yet little is known about how its individual species interact, establish dominant positions, and respond to changes in environmental factors such as diet. In this study, gnotobiotic mice were colonized with an artificial microbiota comprising 12 sequenced human gut bacterial species and fed oscillating diets of disparate composition. Rapid, reproducible, and reversible changes in the structure of this assemblage were observed. Time-series microbial RNA-Seq analyses revealed staggered functional responses to diet shifts throughout the assemblage that were heavily focused on carbohydrate and amino acid metabolism. High-resolution shotgun metaproteomics confirmed many of these responses at a protein level. One member, Bacteroides cellulosilyticus WH2, proved exceptionally fit regardless of diet. Its genome encoded more carbohydrate active enzymes than any previously sequenced member of the Bacteroidetes. Transcriptional profiling indicated that B. cellulosilyticus WH2 is an adaptive forager that tailors its versatile carbohydrate utilization strategy to available dietary polysaccharides, with a strong emphasis on plant-derived xylans abundant in dietary staples like cereal grains. Two highly expressed, diet-specific polysaccharide utilization loci (PULs) in B. cellulosilyticus WH2 were identified, one with characteristics of xylan utilization systems. Introduction of a B. cellulosilyticus WH2 library comprising >90,000 isogenic transposon mutants into gnotobiotic mice, along with the other artificial community members, confirmed that these loci represent critical diet-specific fitness determinants. Carbohydrates that trigger dramatic increases in expression of these two loci and many of the organism's 111 other predicted PULs were identified by RNA-Seq during in vitro growth on 31 distinct carbohydrate substrates, allowing us to better interpret in vivo RNA-Seq and proteomics data. These results offer insight into how gut microbes adapt to dietary perturbations at both a community level and from the perspective of a well-adapted symbiont with exceptional saccharolytic capabilities, and illustrate the value of artificial communities. Overall design: 116 samples total. In 26 of these samples, we evaluated community-wide gene expression using RNA isolated from the feces of a gnotobiotic mouse harboring an artificial community comprised of 12 human gut microbes. For these samples, we sought to determine the extent to which community gene expression is altered as a result of dietary oscillation. In the other 90 samples, we evaluated gene expression in a single species (B. cellulosilyticus WH2) grown in a defined medium supplemented with a single mono-, oligo-, or polysaccharide. For these samples, we sought to identify genes (particularly polysaccharide utilization loci) whose expression was significantly increased as a result of exposure to particular carbohydrates.
Sample: Rha 1
SAMN02259040 • SRS462709 • All experiments • All runs
Library:
Instrument: Illumina HiSeq 2000
Strategy: RNA-Seq
Source: TRANSCRIPTOMIC
Selection: cDNA
Layout: SINGLE
Construction protocol: RNAprotect Bacteria Reagent (Qiagen) was used to stabilize both frozen fecal pellets (experiment NM601) and in vitro cultures (experiment NM602; added prior to pelleting cells) per the manufacturer's instructions. Samples were then mechanically disrupted using acid-washed glass beads in a Mini-BeadBeater-8 in the presence of acid phenol:chloroform:IAA (125:24:1), after which ethanol precipitation was performed. RNA was then further purified using a MEGAclear kit, tested for integrity by gel electrophoresis, and shown to be lacking any contaminating genomic DNA by PCR. rRNA depletion was subsequently performed via two rounds of processing with the MICROBExpress kit and two rounds of rRNA capture using custom oligos attached to magnetic beads (Dynabeads). First-strand cDNA synthesis was then performed using random hexamer priming with SuperScript II, after which second-strand synthesis was achieved using E. coli DNA polymerase in the presence of RNase H. Libraries were prepared according to a slightly modified version of the protocol accompanying the Illumina Genomic DNA Sample Prep Kit. Briefly, cDNA was sonicated in a BioRuptor XL water bath sonicator, cleaned up and concentrated using a Qiagen PCR Purification column, and end-repaired using Klenow DNA polymerase. The blunt DNA was treated with Klenow fragment (exo minus) to add an adenine overhang, and the A-tailed molecules were ligated to the relevant Illumina adapter sequence. Non-barcoded adapters were used to construct libraries from experiment NM601 samples. Adapters incorporating an 8 bp barcode were used to construct libraries from experiment NM602 samples. Adaptered-DNA was then size-selected by agarose gel electrophoresis. Fragments of the appropriate size were PCR amplified and purified, after which the purified PCR products were loaded on an Illumina flow cell for cluster generation. Libraries were sequenced on either the Illumina Genome Analyzer IIx (experiment NM601) or the Illumina HiSeq 2000 (experiment NM602) using the manufacturer's protocols.
Experiment attributes:
GEO Accession: GSM1191866
Links:
External link:
Runs: 1 run, 10.4M spots, 521.5M bases, 319.6Mb
Run# of Spots# of BasesSizePublished
SRR94063210,429,954521.5M319.6Mb2013-08-28

ID:
454985

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