A Multi-Omic Systems-Based Approach Reveals Metabolic Markers of Bacterial Vaginosis and Insight into the Disease

被引:90
|
作者
Yeoman, Carl J. [1 ,2 ]
Thomas, Susan M. [2 ]
Miller, Margret E. Berg [2 ]
Ulanov, Alexander V. [3 ]
Torralba, Manolito [7 ]
Lucas, Sarah [7 ]
Gillis, Marcus [7 ]
Cregger, Melissa [2 ]
Gomez, Andres [2 ]
Ho, Mengfei [4 ]
Leigh, Steven R. [5 ]
Stumpf, Rebecca [5 ]
Creedon, Douglas J. [8 ]
Smith, Michael A. [9 ]
Weisbaum, Jon S. [10 ]
Nelson, Karen E. [7 ]
Wilson, Brenda A. [2 ,4 ]
White, Bryan A. [2 ,6 ]
机构
[1] Montana State Univ, Dept Anim & Range Sci, Bozeman, MT 59717 USA
[2] Univ Illinois, Inst Genom Biol, Urbana, IL 61801 USA
[3] Univ Illinois, Ctr Biotechnol, Urbana, IL 61801 USA
[4] Univ Illinois, Dept Microbiol, Urbana, IL 61801 USA
[5] Univ Illinois, Dept Anthropol, Urbana, IL 61801 USA
[6] Univ Illinois, Dept Anim Sci, Urbana, IL 61801 USA
[7] J Craig Venter Inst, Rockville, MD USA
[8] Mayo Clin, Dept Obstet & Gynecol, Rochester, MN USA
[9] Christie Clin, Dept Obstet & Gynecol, Urbana, IL USA
[10] Carle Clin Assoc, Dept Obstet & Gynecol, Urbana, IL USA
来源
PLOS ONE | 2013年 / 8卷 / 02期
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
NONSPECIFIC VAGINITIS; VAGINAL MICROBIOME; HAEMOPHILUS VAGINALIS; GARDNERELLA-VAGINALIS; BIOGENIC-AMINES; GRAM STAIN; SP-NOV; WOMEN; ASSOCIATIONS; PREVALENCE;
D O I
10.1371/journal.pone.0056111
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
Background: Bacterial vaginosis (BV) is the most common vaginal disorder of reproductive-age women. Yet the cause of BV has not been established. To uncover key determinants of BV, we employed a multi-omic, systems-biology approach, including both deep 16S rRNA gene-based sequencing and metabolomics of lavage samples from 36 women. These women varied demographically, behaviorally, and in terms of health status and symptoms. Principal Findings: 16S rRNA gene-based community composition profiles reflected Nugent scores, but not Amsel criteria. In contrast, metabolomic profiles were markedly more concordant with Amsel criteria. Metabolomic profiles revealed two distinct symptomatic BV types (SBVI and SBVII) with similar characteristics that indicated disruption of epithelial integrity, but each type was correlated to the presence of different microbial taxa and metabolites, as well as to different host behaviors. The characteristic odor associated with BV was linked to increases in putrescine and cadaverine, which were both linked to Dialister spp. Additional correlations were seen with the presence of discharge, 2-methyl-2-hydroxybutanoic acid, and Mobiluncus spp., and with pain, diethylene glycol and Gardnerella spp. Conclusions: The results not only provide useful diagnostic biomarkers, but also may ultimately provide much needed insight into the determinants of BV.
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页数:18
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