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. 2012;7(10):e47075.
doi: 10.1371/journal.pone.0047075. Epub 2012 Oct 10.

Species-level analysis of DNA sequence data from the NIH Human Microbiome Project

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Species-level analysis of DNA sequence data from the NIH Human Microbiome Project

Sean Conlan et al. PLoS One. 2012.

Abstract

Background: Outbreaks of antibiotic-resistant bacterial infections emphasize the importance of surveillance of potentially pathogenic bacteria. Genomic sequencing of clinical microbiological specimens expands our capacity to study cultivable, fastidious and uncultivable members of the bacterial community. Herein, we compared the primary data collected by the NIH's Human Microbiome Project (HMP) with published epidemiological surveillance data of Staphylococcus aureus. VSports手机版.

Methods: The HMP's initial dataset contained microbial survey data from five body regions (skin, nares, oral cavity, gut and vagina) of 242 healthy volunteers. A significant component of the HMP dataset was deep sequencing of the 16S ribosomal RNA gene, which contains variable regions enabling taxonomic classification. Since species-level identification is essential in clinical microbiology, we built a reference database and used phylogenetic placement followed by most recent common ancestor classification to look at the species distribution for Staphylococcus, Klebsiella and Enterococcus V体育安卓版. .

Main results: We show that selecting the accurate region of the 16S rRNA gene to sequence is analogous to carefully selecting culture conditions to distinguish closely related bacterial species. Analysis of the HMP data showed that Staphylococcus aureus was present in the nares of 36% of healthy volunteers, consistent with culture-based epidemiological data. Klebsiella pneumoniae and Enterococcus faecalis were found less frequently, but across many habitats. V体育ios版.

Conclusions: This work demonstrates that large 16S rRNA survey studies can be used to support epidemiological goals in the context of an increasing awareness that microbes flourish and compete within a larger bacterial community. This study demonstrates how genomic techniques and information could be critically important to trace microbial evolution and implement hospital infection control VSports最新版本. .

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Conflict of interest statement

Competing Interests: The authors have declared that no competing interests exist.

Figures (V体育官网入口)

Figure 1
Figure 1. Maximum-likelihood phylogenetic trees of 16S rRNA variable regions for selected Staphylococcus spp.
(A) Diagram of the 16S rRNA gene with variable regions 1–9 indicated in gray. Amplification primers are shown as triangles. The 300 nt subsequences used to construct the trees are boxed. The phylogenetic trees shown were generated for the Staphylococcus species in the reference database and are based on the (B) full-length sequence (C) V1-3 region and (D) V3-5 region. Four staphylococcal species are shown on the tree for clarity. However, 40 staphylococcal species such as S. hominis, S. capitas, S. haemolyticus, S. saprophyticus, S. carnosus were included in the full analysis. Full strain names are: S_aureus-1 =  Staphylococcus aureus USA300 TCH1516 (NC_010079); S_aureus-2 =  Staphylococcus aureus USA300 FPR3757 (NC_007793); S_epidermidis-1 =  Staphylococcus epidermidis ATCC 12228 (NC_004461); S_epidermidis-2 =  Staphylococcus epidermidis RP62A (NC_002976); S_lugdunensis  =  Staphylococcus lugdunensis HKU09-01 (NC_013893); S_pseudintermedius  =  Staphylococcus pseudintermedius HKU10-03 (NC_014925). Lower case letters indicate independent copies of the 16S rRNA operon.
Figure 2
Figure 2. Distribution of staphylococci in the nares.
The relative abundance of S. aureus in the nares for patients’ clinic visit. Each symbol represents the relative abundance of S. aureus in a single subject.
Figure 3
Figure 3. Relative abundance of S. aureus, K. pneumoniae and E. faecalis across body sites and individuals.
Each point represents the relative abundance of an organism for an individual's first sampling visit. Relative abundances are shown on a log scale. Samples along the x-axis are described by general and specific body site.

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