A Metagenomic Approach to Characterization of the Vaginal Microbiome Signature in Pregnancy

被引:499
作者
Aagaard, Kjersti [1 ,2 ,4 ]
Riehle, Kevin [2 ,4 ]
Ma, Jun [1 ,2 ,4 ]
Segata, Nicola [5 ]
Mistretta, Toni-Ann [2 ,3 ]
Coarfa, Cristian [2 ,4 ]
Raza, Sabeen [2 ,3 ]
Rosenbaum, Sean [1 ,2 ]
Van den Veyver, Ignatia [1 ,2 ]
Milosavljevic, Aleksandar [2 ,4 ]
Gevers, Dirk [6 ]
Huttenhower, Curtis [5 ]
Petrosino, Joseph [2 ,7 ]
Versalovic, James [2 ,3 ]
机构
[1] Baylor Coll Med, Div Maternal Fetal Med, Dept Obstet & Gynecol, Houston, TX 77030 USA
[2] Texas Childrens Hosp, Houston, TX 77030 USA
[3] Baylor Coll Med, Dept Pathol & Immunol, Houston, TX 77030 USA
[4] Baylor Coll Med, Bioinformat Res Lab, Houston, TX 77030 USA
[5] Harvard Univ, Sch Publ Hlth, Cambridge, MA 02138 USA
[6] MIT, Broad Inst, Cambridge, MA 02139 USA
[7] Baylor Coll Med, Dept Mol Virol & Microbiol, Houston, TX 77030 USA
来源
PLOS ONE | 2012年 / 7卷 / 06期
基金
美国国家卫生研究院;
关键词
16S RIBOSOMAL-RNA; INTESTINAL MICROBIOTA; BODY HABITATS; COMMUNITIES; DIVERSITY; BACTERIAL; EVOLUTION; DELIVERY; INSIGHTS; TOOLS;
D O I
10.1371/journal.pone.0036466
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
While current major national research efforts (i.e., the NIH Human Microbiome Project) will enable comprehensive metagenomic characterization of the adult human microbiota, how and when these diverse microbial communities take up residence in the host and during reproductive life are unexplored at a population level. Because microbial abundance and diversity might differ in pregnancy, we sought to generate comparative metagenomic signatures across gestational age strata. DNA was isolated from the vagina (introitus, posterior fornix, midvagina) and the V5V3 region of bacterial 16S rRNA genes were sequenced (454FLX Titanium platform). Sixty-eight samples from 24 healthy gravidae (18 to 40 confirmed weeks) were compared with 301 non-pregnant controls (60 subjects). Generated sequence data were quality filtered, taxonomically binned, normalized, and organized by phylogeny and into operational taxonomic units (OTU); principal coordinates analysis (PCoA) of the resultant beta diversity measures were used for visualization and analysis in association with sample clinical metadata. Altogether, 1.4 gigabytes of data containing >2.5 million reads (averaging 6,837 sequences/sample of 493 nt in length) were generated for computational analyses. Although gravidae were not excluded by virtue of a posterior fornix pH >4.5 at the time of screening, unique vaginal microbiome signature encompassing several specific OTUs and higher-level clades was nevertheless observed and confirmed using a combination of phylogenetic, non-phylogenetic, supervised, and unsupervised approaches. Both overall diversity and richness were reduced in pregnancy, with dominance of Lactobacillus species (L. iners crispatus, jensenii and johnsonii, and the orders Lactobacillales (and Lactobacillaceae family), Clostridiales, Bacteroidales, and Actinomycetales. This intergroup comparison using rigorous standardized sampling protocols and analytical methodologies provides robust initial evidence that the vaginal microbial 16S rRNA gene catalogue uniquely differs in pregnancy, with variance of taxa across vaginal subsite and gestational age.
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