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

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...

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Autores principales: Aagaard, Kjersti, Riehle, Kevin, Ma, Jun, Segata, Nicola, Mistretta, Toni-Ann, Coarfa, Cristian, Raza, Sabeen, Rosenbaum, Sean, Van den Veyver, Ignatia, Milosavljevic, Aleksandar, Gevers, Dirk, Huttenhower, Curtis, Petrosino, Joseph, Versalovic, James
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3374618/
https://www.ncbi.nlm.nih.gov/pubmed/22719832
http://dx.doi.org/10.1371/journal.pone.0036466
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author Aagaard, Kjersti
Riehle, Kevin
Ma, Jun
Segata, Nicola
Mistretta, Toni-Ann
Coarfa, Cristian
Raza, Sabeen
Rosenbaum, Sean
Van den Veyver, Ignatia
Milosavljevic, Aleksandar
Gevers, Dirk
Huttenhower, Curtis
Petrosino, Joseph
Versalovic, James
author_facet Aagaard, Kjersti
Riehle, Kevin
Ma, Jun
Segata, Nicola
Mistretta, Toni-Ann
Coarfa, Cristian
Raza, Sabeen
Rosenbaum, Sean
Van den Veyver, Ignatia
Milosavljevic, Aleksandar
Gevers, Dirk
Huttenhower, Curtis
Petrosino, Joseph
Versalovic, James
author_sort Aagaard, Kjersti
collection PubMed
description 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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spelling pubmed-33746182012-06-20 A Metagenomic Approach to Characterization of the Vaginal Microbiome Signature in Pregnancy Aagaard, Kjersti Riehle, Kevin Ma, Jun Segata, Nicola Mistretta, Toni-Ann Coarfa, Cristian Raza, Sabeen Rosenbaum, Sean Van den Veyver, Ignatia Milosavljevic, Aleksandar Gevers, Dirk Huttenhower, Curtis Petrosino, Joseph Versalovic, James PLoS One Research Article 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. Public Library of Science 2012-06-13 /pmc/articles/PMC3374618/ /pubmed/22719832 http://dx.doi.org/10.1371/journal.pone.0036466 Text en Aagaard et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Aagaard, Kjersti
Riehle, Kevin
Ma, Jun
Segata, Nicola
Mistretta, Toni-Ann
Coarfa, Cristian
Raza, Sabeen
Rosenbaum, Sean
Van den Veyver, Ignatia
Milosavljevic, Aleksandar
Gevers, Dirk
Huttenhower, Curtis
Petrosino, Joseph
Versalovic, James
A Metagenomic Approach to Characterization of the Vaginal Microbiome Signature in Pregnancy
title A Metagenomic Approach to Characterization of the Vaginal Microbiome Signature in Pregnancy
title_full A Metagenomic Approach to Characterization of the Vaginal Microbiome Signature in Pregnancy
title_fullStr A Metagenomic Approach to Characterization of the Vaginal Microbiome Signature in Pregnancy
title_full_unstemmed A Metagenomic Approach to Characterization of the Vaginal Microbiome Signature in Pregnancy
title_short A Metagenomic Approach to Characterization of the Vaginal Microbiome Signature in Pregnancy
title_sort metagenomic approach to characterization of the vaginal microbiome signature in pregnancy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3374618/
https://www.ncbi.nlm.nih.gov/pubmed/22719832
http://dx.doi.org/10.1371/journal.pone.0036466
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